warning: commands will be executed using /bin/sh
job 5701 at Wed Oct  1 14:08:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140730/YutaMouse23-140730/YutaMouse23-140730
ElecNo	3
MinClusters	20
MaxClusters	21
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 2734357 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 911452 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 47956 members 
Mstep: Class 3 contains 48043 members 
Mstep: Class 4 contains 47687 members 
Mstep: Class 5 contains 47919 members 
Mstep: Class 6 contains 47822 members 
Mstep: Class 7 contains 47971 members 
Mstep: Class 8 contains 48014 members 
Mstep: Class 9 contains 47670 members 
Mstep: Class 10 contains 47943 members 
Mstep: Class 11 contains 48410 members 
Mstep: Class 12 contains 47628 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 48153 members 
Mstep: Class 15 contains 48035 members 
Mstep: Class 16 contains 48260 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 19 contains 48109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 291.254852 but Gain 3403.253906
Score: -77482656.000000 Penalty: 61258.554688
Iteration 0F: 19 clusters Score -7.748266e+07 nChanged 857532
Entering Unmasked Mstep 
Mstep: Class 0 contains 2251 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 32518 members 
Mstep: Class 4 contains 80622 members 
Mstep: Class 5 contains 48652 members 
Mstep: Class 6 contains 156553 members 
Mstep: Class 7 contains 46046 members 
Mstep: Class 9 contains 101172 members 
Mstep: Class 10 contains 59189 members 
Mstep: Class 11 contains 40581 members 
Mstep: Class 12 contains 21689 members 
Mstep: Class 13 contains 22293 members 
Mstep: Class 14 contains 17305 members 
Mstep: Class 15 contains 23423 members 
Mstep: Class 16 contains 25768 members 
Mstep: Class 17 contains 48842 members 
Mstep: Class 18 contains 24512 members 
Mstep: Class 19 contains 130284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81439928.000000 Penalty: 61258.554688
Iteration 1F: 19 clusters Score -8.143993e+07 nChanged 346765
Entering Unmasked Mstep 
Mstep: Class 0 contains 2096 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 16092 members 
Mstep: Class 3 contains 33862 members 
Mstep: Class 4 contains 69926 members 
Mstep: Class 5 contains 38182 members 
Mstep: Class 6 contains 208832 members 
Mstep: Class 7 contains 24669 members 
Mstep: Class 9 contains 91381 members 
Mstep: Class 10 contains 48546 members 
Mstep: Class 11 contains 33964 members 
Mstep: Class 12 contains 15501 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 24960 members 
Mstep: Class 16 contains 16939 members 
Mstep: Class 17 contains 38659 members 
Mstep: Class 18 contains 19636 members 
Mstep: Class 19 contains 166161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82267048.000000 Penalty: 61258.554688
Iteration 2F: 19 clusters Score -8.226705e+07 nChanged 241503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2007 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 17143 members 
Mstep: Class 3 contains 35006 members 
Mstep: Class 4 contains 56268 members 
Mstep: Class 5 contains 27541 members 
Mstep: Class 6 contains 253623 members 
Mstep: Class 7 contains 17467 members 
Mstep: Class 9 contains 75420 members 
Mstep: Class 10 contains 31709 members 
Mstep: Class 11 contains 29008 members 
Mstep: Class 12 contains 15049 members 
Mstep: Class 13 contains 35644 members 
Mstep: Class 14 contains 27556 members 
Mstep: Class 15 contains 24641 members 
Mstep: Class 16 contains 15657 members 
Mstep: Class 17 contains 38313 members 
Mstep: Class 18 contains 17823 members 
Mstep: Class 19 contains 175748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82691880.000000 Penalty: 61258.554688
Iteration 3F: 19 clusters Score -8.269188e+07 nChanged 174095
Entering Unmasked Mstep 
Mstep: Class 0 contains 1996 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 17363 members 
Mstep: Class 3 contains 40878 members 
Mstep: Class 4 contains 45385 members 
Mstep: Class 5 contains 20148 members 
Mstep: Class 6 contains 295870 members 
Mstep: Class 7 contains 17069 members 
Mstep: Class 9 contains 63861 members 
Mstep: Class 10 contains 20819 members 
Mstep: Class 11 contains 27568 members 
Mstep: Class 12 contains 15958 members 
Mstep: Class 13 contains 39845 members 
Mstep: Class 14 contains 33455 members 
Mstep: Class 15 contains 22512 members 
Mstep: Class 16 contains 18254 members 
Mstep: Class 17 contains 40294 members 
Mstep: Class 18 contains 16715 members 
Mstep: Class 19 contains 159513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82970328.000000 Penalty: 61258.554688
Iteration 4F: 19 clusters Score -8.297033e+07 nChanged 134244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 18498 members 
Mstep: Class 3 contains 49730 members 
Mstep: Class 4 contains 40339 members 
Mstep: Class 5 contains 15981 members 
Mstep: Class 6 contains 331973 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 9 contains 56532 members 
Mstep: Class 10 contains 16069 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 17014 members 
Mstep: Class 13 contains 39362 members 
Mstep: Class 14 contains 35778 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 22171 members 
Mstep: Class 17 contains 40002 members 
Mstep: Class 18 contains 17060 members 
Mstep: Class 19 contains 130786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83218248.000000 Penalty: 61258.554688
Iteration 5F: 19 clusters Score -8.321825e+07 nChanged 101059
Entering Unmasked Mstep 
Mstep: Class 0 contains 1066 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 57476 members 
Mstep: Class 4 contains 39446 members 
Mstep: Class 5 contains 15061 members 
Mstep: Class 6 contains 355392 members 
Mstep: Class 7 contains 17629 members 
Mstep: Class 9 contains 52309 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 31289 members 
Mstep: Class 12 contains 17750 members 
Mstep: Class 13 contains 36585 members 
Mstep: Class 14 contains 36377 members 
Mstep: Class 15 contains 18133 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 38708 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 19 contains 107165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83357096.000000 Penalty: 61258.554688
Iteration 6F: 19 clusters Score -8.33571e+07 nChanged 72341
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 21896 members 
Mstep: Class 3 contains 63266 members 
Mstep: Class 4 contains 40079 members 
Mstep: Class 5 contains 16796 members 
Mstep: Class 6 contains 367777 members 
Mstep: Class 7 contains 17157 members 
Mstep: Class 9 contains 50060 members 
Mstep: Class 10 contains 16166 members 
Mstep: Class 11 contains 33251 members 
Mstep: Class 12 contains 18199 members 
Mstep: Class 13 contains 32340 members 
Mstep: Class 14 contains 36080 members 
Mstep: Class 15 contains 17206 members 
Mstep: Class 16 contains 24869 members 
Mstep: Class 17 contains 37142 members 
Mstep: Class 18 contains 18694 members 
Mstep: Class 19 contains 93410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83473768.000000 Penalty: 61258.554688
Iteration 7F: 19 clusters Score -8.347377e+07 nChanged 54452
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 23089 members 
Mstep: Class 3 contains 67262 members 
Mstep: Class 4 contains 41417 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 373706 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 9 contains 48592 members 
Mstep: Class 10 contains 17639 members 
Mstep: Class 11 contains 35059 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 27484 members 
Mstep: Class 14 contains 36879 members 
Mstep: Class 15 contains 16790 members 
Mstep: Class 16 contains 25215 members 
Mstep: Class 17 contains 35365 members 
Mstep: Class 18 contains 18311 members 
Mstep: Class 19 contains 84165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83568872.000000 Penalty: 61258.554688
Iteration 8F: 19 clusters Score -8.356887e+07 nChanged 41619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 23836 members 
Mstep: Class 3 contains 70419 members 
Mstep: Class 4 contains 42595 members 
Mstep: Class 5 contains 25667 members 
Mstep: Class 6 contains 375503 members 
Mstep: Class 7 contains 16348 members 
Mstep: Class 9 contains 47245 members 
Mstep: Class 10 contains 18958 members 
Mstep: Class 11 contains 36683 members 
Mstep: Class 12 contains 18234 members 
Mstep: Class 13 contains 23291 members 
Mstep: Class 14 contains 37454 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 16 contains 25024 members 
Mstep: Class 17 contains 33570 members 
Mstep: Class 18 contains 17892 members 
Mstep: Class 19 contains 78505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83605160.000000 Penalty: 61258.554688
Iteration 9Q: 19 clusters Score -8.360516e+07 nChanged 32554
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 23861 members 
Mstep: Class 3 contains 73219 members 
Mstep: Class 4 contains 43417 members 
Mstep: Class 5 contains 31783 members 
Mstep: Class 6 contains 374913 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 9 contains 46033 members 
Mstep: Class 10 contains 19991 members 
Mstep: Class 11 contains 38138 members 
Mstep: Class 12 contains 18031 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 37788 members 
Mstep: Class 15 contains 16469 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 32016 members 
Mstep: Class 18 contains 17480 members 
Mstep: Class 19 contains 74879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83629616.000000 Penalty: 61258.554688
Iteration 10Q: 19 clusters Score -8.362962e+07 nChanged 27174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23428 members 
Mstep: Class 3 contains 75476 members 
Mstep: Class 4 contains 44029 members 
Mstep: Class 5 contains 38411 members 
Mstep: Class 6 contains 373155 members 
Mstep: Class 7 contains 15955 members 
Mstep: Class 9 contains 44885 members 
Mstep: Class 10 contains 20944 members 
Mstep: Class 11 contains 39394 members 
Mstep: Class 12 contains 17845 members 
Mstep: Class 13 contains 17922 members 
Mstep: Class 14 contains 38068 members 
Mstep: Class 15 contains 16388 members 
Mstep: Class 16 contains 22589 members 
Mstep: Class 17 contains 30784 members 
Mstep: Class 18 contains 17116 members 
Mstep: Class 19 contains 72226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83649880.000000 Penalty: 61258.554688
Iteration 11Q: 19 clusters Score -8.364988e+07 nChanged 23716
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 22922 members 
Mstep: Class 3 contains 77242 members 
Mstep: Class 4 contains 44403 members 
Mstep: Class 5 contains 45108 members 
Mstep: Class 6 contains 370936 members 
Mstep: Class 7 contains 15842 members 
Mstep: Class 9 contains 43738 members 
Mstep: Class 10 contains 21683 members 
Mstep: Class 11 contains 40382 members 
Mstep: Class 12 contains 17773 members 
Mstep: Class 13 contains 16292 members 
Mstep: Class 14 contains 38289 members 
Mstep: Class 15 contains 16320 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 17 contains 29664 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 70242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83669496.000000 Penalty: 61258.554688
Iteration 12Q: 19 clusters Score -8.36695e+07 nChanged 21247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22451 members 
Mstep: Class 3 contains 78112 members 
Mstep: Class 4 contains 44535 members 
Mstep: Class 5 contains 52044 members 
Mstep: Class 6 contains 368427 members 
Mstep: Class 7 contains 15744 members 
Mstep: Class 9 contains 42363 members 
Mstep: Class 10 contains 22254 members 
Mstep: Class 11 contains 41128 members 
Mstep: Class 12 contains 17828 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 38441 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 19486 members 
Mstep: Class 17 contains 28736 members 
Mstep: Class 18 contains 16545 members 
Mstep: Class 19 contains 68982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83688096.000000 Penalty: 61258.554688
Iteration 13Q: 19 clusters Score -8.36881e+07 nChanged 18941
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22062 members 
Mstep: Class 3 contains 78321 members 
Mstep: Class 4 contains 44483 members 
Mstep: Class 5 contains 58764 members 
Mstep: Class 6 contains 365778 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 9 contains 41058 members 
Mstep: Class 10 contains 22758 members 
Mstep: Class 11 contains 41631 members 
Mstep: Class 12 contains 17929 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 38565 members 
Mstep: Class 15 contains 16220 members 
Mstep: Class 16 contains 18012 members 
Mstep: Class 17 contains 27965 members 
Mstep: Class 18 contains 16362 members 
Mstep: Class 19 contains 68146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83697608.000000 Penalty: 61258.554688
Iteration 14Q: 19 clusters Score -8.369761e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21815 members 
Mstep: Class 3 contains 77882 members 
Mstep: Class 4 contains 44381 members 
Mstep: Class 5 contains 64985 members 
Mstep: Class 6 contains 362966 members 
Mstep: Class 7 contains 15612 members 
Mstep: Class 9 contains 40337 members 
Mstep: Class 10 contains 23105 members 
Mstep: Class 11 contains 41966 members 
Mstep: Class 12 contains 18055 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 38605 members 
Mstep: Class 15 contains 16190 members 
Mstep: Class 16 contains 16810 members 
Mstep: Class 17 contains 27338 members 
Mstep: Class 18 contains 16216 members 
Mstep: Class 19 contains 67555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83704496.000000 Penalty: 61258.554688
Iteration 15Q: 19 clusters Score -8.37045e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 77189 members 
Mstep: Class 4 contains 44318 members 
Mstep: Class 5 contains 70549 members 
Mstep: Class 6 contains 360255 members 
Mstep: Class 7 contains 15596 members 
Mstep: Class 9 contains 40121 members 
Mstep: Class 10 contains 23356 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 38600 members 
Mstep: Class 15 contains 16158 members 
Mstep: Class 16 contains 15809 members 
Mstep: Class 17 contains 26848 members 
Mstep: Class 18 contains 16086 members 
Mstep: Class 19 contains 67044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83710176.000000 Penalty: 61258.554688
Iteration 16Q: 19 clusters Score -8.371018e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 21583 members 
Mstep: Class 3 contains 76453 members 
Mstep: Class 4 contains 44321 members 
Mstep: Class 5 contains 75406 members 
Mstep: Class 6 contains 357668 members 
Mstep: Class 7 contains 15584 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 10 contains 23572 members 
Mstep: Class 11 contains 41853 members 
Mstep: Class 12 contains 18388 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 38612 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 26473 members 
Mstep: Class 18 contains 15957 members 
Mstep: Class 19 contains 66493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83714240.000000 Penalty: 61258.554688
Iteration 17Q: 19 clusters Score -8.371424e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21491 members 
Mstep: Class 3 contains 75709 members 
Mstep: Class 4 contains 44331 members 
Mstep: Class 5 contains 79466 members 
Mstep: Class 6 contains 355322 members 
Mstep: Class 7 contains 15564 members 
Mstep: Class 9 contains 40892 members 
Mstep: Class 10 contains 23754 members 
Mstep: Class 11 contains 41635 members 
Mstep: Class 12 contains 18544 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 38611 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 26156 members 
Mstep: Class 18 contains 15870 members 
Mstep: Class 19 contains 65950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83717504.000000 Penalty: 61258.554688
Iteration 18Q: 19 clusters Score -8.37175e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21525 members 
Mstep: Class 3 contains 74994 members 
Mstep: Class 4 contains 44385 members 
Mstep: Class 5 contains 82804 members 
Mstep: Class 6 contains 353252 members 
Mstep: Class 7 contains 15546 members 
Mstep: Class 9 contains 41820 members 
Mstep: Class 10 contains 23888 members 
Mstep: Class 11 contains 41231 members 
Mstep: Class 12 contains 18676 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 16077 members 
Mstep: Class 16 contains 14006 members 
Mstep: Class 17 contains 25868 members 
Mstep: Class 18 contains 15827 members 
Mstep: Class 19 contains 65334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83721776.000000 Penalty: 61258.554688
Iteration 19Q: 19 clusters Score -8.372178e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21606 members 
Mstep: Class 3 contains 74152 members 
Mstep: Class 4 contains 44441 members 
Mstep: Class 5 contains 85688 members 
Mstep: Class 6 contains 351489 members 
Mstep: Class 7 contains 15538 members 
Mstep: Class 9 contains 42969 members 
Mstep: Class 10 contains 24043 members 
Mstep: Class 11 contains 40859 members 
Mstep: Class 12 contains 18800 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 38605 members 
Mstep: Class 15 contains 16062 members 
Mstep: Class 16 contains 13657 members 
Mstep: Class 17 contains 25578 members 
Mstep: Class 18 contains 15784 members 
Mstep: Class 19 contains 64576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83728696.000000 Penalty: 61258.554688
Iteration 20F: 19 clusters Score -8.37287e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 73098 members 
Mstep: Class 4 contains 44512 members 
Mstep: Class 5 contains 89638 members 
Mstep: Class 6 contains 349579 members 
Mstep: Class 7 contains 15536 members 
Mstep: Class 9 contains 43718 members 
Mstep: Class 10 contains 24119 members 
Mstep: Class 11 contains 41198 members 
Mstep: Class 12 contains 18883 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 38547 members 
Mstep: Class 15 contains 16036 members 
Mstep: Class 16 contains 12965 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 15755 members 
Mstep: Class 19 contains 63589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83734080.000000 Penalty: 61258.554688
Iteration 21Q: 19 clusters Score -8.373408e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20912 members 
Mstep: Class 3 contains 71752 members 
Mstep: Class 4 contains 44789 members 
Mstep: Class 5 contains 92952 members 
Mstep: Class 6 contains 347832 members 
Mstep: Class 7 contains 15526 members 
Mstep: Class 9 contains 44198 members 
Mstep: Class 10 contains 24226 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 18946 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 38474 members 
Mstep: Class 15 contains 16004 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 25398 members 
Mstep: Class 18 contains 15749 members 
Mstep: Class 19 contains 62518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83737384.000000 Penalty: 61258.554688
Iteration 22Q: 19 clusters Score -8.373738e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 20766 members 
Mstep: Class 3 contains 70341 members 
Mstep: Class 4 contains 45187 members 
Mstep: Class 5 contains 95816 members 
Mstep: Class 6 contains 346241 members 
Mstep: Class 7 contains 15527 members 
Mstep: Class 9 contains 44463 members 
Mstep: Class 10 contains 24318 members 
Mstep: Class 11 contains 43510 members 
Mstep: Class 12 contains 18962 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 38394 members 
Mstep: Class 15 contains 15976 members 
Mstep: Class 16 contains 11955 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 15763 members 
Mstep: Class 19 contains 61446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83740920.000000 Penalty: 61258.554688
Iteration 23Q: 19 clusters Score -8.374092e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20734 members 
Mstep: Class 3 contains 68749 members 
Mstep: Class 4 contains 45733 members 
Mstep: Class 5 contains 98311 members 
Mstep: Class 6 contains 344857 members 
Mstep: Class 7 contains 15527 members 
Mstep: Class 9 contains 44634 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 11 contains 44932 members 
Mstep: Class 12 contains 18988 members 
Mstep: Class 13 contains 14867 members 
Mstep: Class 14 contains 38305 members 
Mstep: Class 15 contains 15959 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 25034 members 
Mstep: Class 18 contains 15808 members 
Mstep: Class 19 contains 60378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83743384.000000 Penalty: 61258.554688
Iteration 24Q: 19 clusters Score -8.374338e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20766 members 
Mstep: Class 3 contains 67159 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 100582 members 
Mstep: Class 6 contains 343519 members 
Mstep: Class 7 contains 15534 members 
Mstep: Class 9 contains 44721 members 
Mstep: Class 10 contains 24511 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 19006 members 
Mstep: Class 13 contains 14866 members 
Mstep: Class 14 contains 38213 members 
Mstep: Class 15 contains 15944 members 
Mstep: Class 16 contains 11217 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 15881 members 
Mstep: Class 19 contains 59351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83745056.000000 Penalty: 61258.554688
Iteration 25Q: 19 clusters Score -8.374506e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20834 members 
Mstep: Class 3 contains 65572 members 
Mstep: Class 4 contains 47101 members 
Mstep: Class 5 contains 102502 members 
Mstep: Class 6 contains 342332 members 
Mstep: Class 7 contains 15538 members 
Mstep: Class 9 contains 44773 members 
Mstep: Class 10 contains 24672 members 
Mstep: Class 11 contains 47575 members 
Mstep: Class 12 contains 19011 members 
Mstep: Class 13 contains 14866 members 
Mstep: Class 14 contains 38154 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 10904 members 
Mstep: Class 17 contains 24664 members 
Mstep: Class 18 contains 15961 members 
Mstep: Class 19 contains 58387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83746848.000000 Penalty: 61258.554688
Iteration 26Q: 19 clusters Score -8.374685e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 20923 members 
Mstep: Class 3 contains 64063 members 
Mstep: Class 4 contains 47866 members 
Mstep: Class 5 contains 104150 members 
Mstep: Class 6 contains 341258 members 
Mstep: Class 7 contains 15545 members 
Mstep: Class 9 contains 44818 members 
Mstep: Class 10 contains 24901 members 
Mstep: Class 11 contains 48793 members 
Mstep: Class 12 contains 18999 members 
Mstep: Class 13 contains 14865 members 
Mstep: Class 14 contains 38030 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 24542 members 
Mstep: Class 18 contains 16076 members 
Mstep: Class 19 contains 57423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83748840.000000 Penalty: 61258.554688
Iteration 27Q: 19 clusters Score -8.374884e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 62565 members 
Mstep: Class 4 contains 48710 members 
Mstep: Class 5 contains 105711 members 
Mstep: Class 6 contains 340230 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 9 contains 44862 members 
Mstep: Class 10 contains 25117 members 
Mstep: Class 11 contains 49987 members 
Mstep: Class 12 contains 18972 members 
Mstep: Class 13 contains 14865 members 
Mstep: Class 14 contains 37856 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 24429 members 
Mstep: Class 18 contains 16231 members 
Mstep: Class 19 contains 56469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83750752.000000 Penalty: 61258.554688
Iteration 28Q: 19 clusters Score -8.375075e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 21048 members 
Mstep: Class 3 contains 61061 members 
Mstep: Class 4 contains 49546 members 
Mstep: Class 5 contains 107045 members 
Mstep: Class 6 contains 339358 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 9 contains 44913 members 
Mstep: Class 10 contains 25359 members 
Mstep: Class 11 contains 51086 members 
Mstep: Class 12 contains 18945 members 
Mstep: Class 13 contains 14868 members 
Mstep: Class 14 contains 37654 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 10121 members 
Mstep: Class 17 contains 24332 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 55579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83752552.000000 Penalty: 61258.554688
Iteration 29Q: 19 clusters Score -8.375255e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21124 members 
Mstep: Class 3 contains 59739 members 
Mstep: Class 4 contains 50348 members 
Mstep: Class 5 contains 108235 members 
Mstep: Class 6 contains 338538 members 
Mstep: Class 7 contains 15556 members 
Mstep: Class 9 contains 44944 members 
Mstep: Class 10 contains 25519 members 
Mstep: Class 11 contains 52156 members 
Mstep: Class 12 contains 18915 members 
Mstep: Class 13 contains 14870 members 
Mstep: Class 14 contains 37444 members 
Mstep: Class 15 contains 15834 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 24264 members 
Mstep: Class 18 contains 16670 members 
Mstep: Class 19 contains 54687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83754416.000000 Penalty: 61258.554688
Iteration 30Q: 19 clusters Score -8.375442e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21180 members 
Mstep: Class 3 contains 58672 members 
Mstep: Class 4 contains 51043 members 
Mstep: Class 5 contains 109156 members 
Mstep: Class 6 contains 337826 members 
Mstep: Class 7 contains 15559 members 
Mstep: Class 9 contains 44973 members 
Mstep: Class 10 contains 25663 members 
Mstep: Class 11 contains 53175 members 
Mstep: Class 12 contains 18895 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 37226 members 
Mstep: Class 15 contains 15810 members 
Mstep: Class 16 contains 9732 members 
Mstep: Class 17 contains 24201 members 
Mstep: Class 18 contains 16922 members 
Mstep: Class 19 contains 53857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83755208.000000 Penalty: 61258.554688
Iteration 31Q: 19 clusters Score -8.375521e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21248 members 
Mstep: Class 3 contains 57901 members 
Mstep: Class 4 contains 51656 members 
Mstep: Class 5 contains 109859 members 
Mstep: Class 6 contains 337091 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 9 contains 45025 members 
Mstep: Class 10 contains 25816 members 
Mstep: Class 11 contains 54068 members 
Mstep: Class 12 contains 18901 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 37014 members 
Mstep: Class 15 contains 15785 members 
Mstep: Class 16 contains 9588 members 
Mstep: Class 17 contains 24135 members 
Mstep: Class 18 contains 17154 members 
Mstep: Class 19 contains 53080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83756104.000000 Penalty: 61258.554688
Iteration 32Q: 19 clusters Score -8.37561e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21304 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 52250 members 
Mstep: Class 5 contains 110434 members 
Mstep: Class 6 contains 336401 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 9 contains 45074 members 
Mstep: Class 10 contains 25929 members 
Mstep: Class 11 contains 54852 members 
Mstep: Class 12 contains 18912 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 36810 members 
Mstep: Class 15 contains 15755 members 
Mstep: Class 16 contains 9445 members 
Mstep: Class 17 contains 24052 members 
Mstep: Class 18 contains 17382 members 
Mstep: Class 19 contains 52351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83757160.000000 Penalty: 61258.554688
Iteration 33Q: 19 clusters Score -8.375716e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 21362 members 
Mstep: Class 3 contains 57007 members 
Mstep: Class 4 contains 52778 members 
Mstep: Class 5 contains 110889 members 
Mstep: Class 6 contains 335770 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 9 contains 45114 members 
Mstep: Class 10 contains 26029 members 
Mstep: Class 11 contains 55564 members 
Mstep: Class 12 contains 18919 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 36646 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 9334 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 17541 members 
Mstep: Class 19 contains 51652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83757368.000000 Penalty: 61258.554688
Iteration 34Q: 19 clusters Score -8.375737e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 21427 members 
Mstep: Class 3 contains 56771 members 
Mstep: Class 4 contains 53215 members 
Mstep: Class 5 contains 111263 members 
Mstep: Class 6 contains 335192 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 9 contains 45168 members 
Mstep: Class 10 contains 26118 members 
Mstep: Class 11 contains 56213 members 
Mstep: Class 12 contains 18920 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 36513 members 
Mstep: Class 15 contains 15694 members 
Mstep: Class 16 contains 9239 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 50966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83758008.000000 Penalty: 61258.554688
Iteration 35Q: 19 clusters Score -8.375801e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 21506 members 
Mstep: Class 3 contains 56604 members 
Mstep: Class 4 contains 53573 members 
Mstep: Class 5 contains 111586 members 
Mstep: Class 6 contains 334666 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 9 contains 45205 members 
Mstep: Class 10 contains 26213 members 
Mstep: Class 11 contains 56858 members 
Mstep: Class 12 contains 18919 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 36403 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 23876 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 50317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83758560.000000 Penalty: 61258.554688
Iteration 36Q: 19 clusters Score -8.375856e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 21583 members 
Mstep: Class 3 contains 56472 members 
Mstep: Class 4 contains 53870 members 
Mstep: Class 5 contains 111865 members 
Mstep: Class 6 contains 334247 members 
Mstep: Class 7 contains 15569 members 
Mstep: Class 9 contains 45237 members 
Mstep: Class 10 contains 26299 members 
Mstep: Class 11 contains 57445 members 
Mstep: Class 12 contains 18917 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 36297 members 
Mstep: Class 15 contains 15636 members 
Mstep: Class 16 contains 9020 members 
Mstep: Class 17 contains 23825 members 
Mstep: Class 18 contains 17837 members 
Mstep: Class 19 contains 49710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83759168.000000 Penalty: 61258.554688
Iteration 37Q: 19 clusters Score -8.375917e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21635 members 
Mstep: Class 3 contains 56398 members 
Mstep: Class 4 contains 54110 members 
Mstep: Class 5 contains 112110 members 
Mstep: Class 6 contains 333892 members 
Mstep: Class 7 contains 15572 members 
Mstep: Class 9 contains 45254 members 
Mstep: Class 10 contains 26369 members 
Mstep: Class 11 contains 57969 members 
Mstep: Class 12 contains 18907 members 
Mstep: Class 13 contains 14935 members 
Mstep: Class 14 contains 36208 members 
Mstep: Class 15 contains 15607 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 23781 members 
Mstep: Class 18 contains 17909 members 
Mstep: Class 19 contains 49168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83759088.000000 Penalty: 61258.554688
Iteration 38Q: 19 clusters Score -8.375909e+07 nChanged 1929
Entering ConstructFrom: 
Score: -83759088.000000 Penalty: 61258.554688
Entering ConstructFrom: 
Trying to split cluster 1 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -214464.000000 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -214464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -211688.078125 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -211688.1 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -214108.765625 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -214108.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -215862.812500 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -215862.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -216767.031250 Penalty: 3913.914551
	Iteration 3F: 3 clusters Score -216767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -217304.125000 Penalty: 3913.914551
	Iteration 4Q: 3 clusters Score -217304.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -217604.453125 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -217604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -217665.937500 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -217665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -217674.484375 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -217674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -217685.218750 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -217685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -217694.296875 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -217694.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -217756.140625 Penalty: 3913.914551
	Iteration 10F: 3 clusters Score -217756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -217880.359375 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -217880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217882.312500 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -217882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217883.406250 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -217883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -217885.093750 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -217885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -217886.453125 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -217886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -217886.453125 Penalty: 3913.914551
	Iteration 16F: 3 clusters Score -217886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21677 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 54328 members 
Mstep: Class 5 contains 112269 members 
Mstep: Class 6 contains 333562 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Entering Unmasked Estep 
Score: -83761608.000000 Penalty: 64661.808594
Splitting cluster 1 changes total score from -83759088.000000 to -83761608.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (21677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Entering Unmasked Estep 
Score: -1665224.125000 Penalty: 2476.033691
	Iteration 0F: 2 clusters Score -1665224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1650260.125000 Penalty: 4952.067383
	Iteration 0F: 3 clusters Score -1650260 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1660813.875000 Penalty: 4952.067383
	Iteration 1F: 3 clusters Score -1660814 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1664676.625000 Penalty: 4952.067383
	Iteration 2F: 3 clusters Score -1664677 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1666593.125000 Penalty: 4952.067383
	Iteration 3F: 3 clusters Score -1666593 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1667688.750000 Penalty: 4952.067383
	Iteration 4F: 3 clusters Score -1667689 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1668540.875000 Penalty: 4952.067383
	Iteration 5Q: 3 clusters Score -1668541 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1669377.250000 Penalty: 4952.067383
	Iteration 6Q: 3 clusters Score -1669377 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1670264.500000 Penalty: 4952.067383
	Iteration 7Q: 3 clusters Score -1670264 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1671196.500000 Penalty: 4952.067383
	Iteration 8Q: 3 clusters Score -1671196 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1671894.500000 Penalty: 4952.067383
	Iteration 9Q: 3 clusters Score -1671894 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1672343.250000 Penalty: 4952.067383
	Iteration 10Q: 3 clusters Score -1672343 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1672631.625000 Penalty: 4952.067383
	Iteration 11Q: 3 clusters Score -1672632 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1672839.750000 Penalty: 4952.067383
	Iteration 12Q: 3 clusters Score -1672840 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1673030.000000 Penalty: 4952.067383
	Iteration 13Q: 3 clusters Score -1673030 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1673250.625000 Penalty: 4952.067383
	Iteration 14Q: 3 clusters Score -1673251 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1673471.000000 Penalty: 4952.067383
	Iteration 15Q: 3 clusters Score -1673471 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1673712.250000 Penalty: 4952.067383
	Iteration 16Q: 3 clusters Score -1673712 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1673975.875000 Penalty: 4952.067383
	Iteration 17Q: 3 clusters Score -1673976 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1674200.875000 Penalty: 4952.067383
	Iteration 18Q: 3 clusters Score -1674201 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1674388.000000 Penalty: 4952.067383
	Iteration 19Q: 3 clusters Score -1674388 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1674698.250000 Penalty: 4952.067383
	Iteration 20F: 3 clusters Score -1674698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1675057.000000 Penalty: 4952.067383
	Iteration 21Q: 3 clusters Score -1675057 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1675487.250000 Penalty: 4952.067383
	Iteration 22Q: 3 clusters Score -1675487 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1675739.750000 Penalty: 4952.067383
	Iteration 23Q: 3 clusters Score -1675740 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1675850.250000 Penalty: 4952.067383
	Iteration 24Q: 3 clusters Score -1675850 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1675930.875000 Penalty: 4952.067383
	Iteration 25Q: 3 clusters Score -1675931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1675959.250000 Penalty: 4952.067383
	Iteration 26Q: 3 clusters Score -1675959 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1675982.875000 Penalty: 4952.067383
	Iteration 27Q: 3 clusters Score -1675983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1675996.875000 Penalty: 4952.067383
	Iteration 28Q: 3 clusters Score -1675997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1676008.125000 Penalty: 4952.067383
	Iteration 29Q: 3 clusters Score -1676008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1676022.750000 Penalty: 4952.067383
	Iteration 30Q: 3 clusters Score -1676023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1676034.375000 Penalty: 4952.067383
	Iteration 31Q: 3 clusters Score -1676034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1676043.250000 Penalty: 4952.067383
	Iteration 32Q: 3 clusters Score -1676043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1676053.625000 Penalty: 4952.067383
	Iteration 33Q: 3 clusters Score -1676054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1676081.125000 Penalty: 4952.067383
	Iteration 34Q: 3 clusters Score -1676081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1676112.000000 Penalty: 4952.067383
	Iteration 35Q: 3 clusters Score -1676112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1676170.375000 Penalty: 4952.067383
	Iteration 36Q: 3 clusters Score -1676170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1676240.625000 Penalty: 4952.067383
	Iteration 37Q: 3 clusters Score -1676241 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1676314.625000 Penalty: 4952.067383
	Iteration 38Q: 3 clusters Score -1676315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1676401.250000 Penalty: 4952.067383
	Iteration 39Q: 3 clusters Score -1676401 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1676492.875000 Penalty: 4952.067383
	Iteration 40F: 3 clusters Score -1676493 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1676603.750000 Penalty: 4952.067383
	Iteration 41Q: 3 clusters Score -1676604 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1676726.250000 Penalty: 4952.067383
	Iteration 42Q: 3 clusters Score -1676726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1676801.125000 Penalty: 4952.067383
	Iteration 43Q: 3 clusters Score -1676801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1676845.000000 Penalty: 4952.067383
	Iteration 44Q: 3 clusters Score -1676845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1676876.625000 Penalty: 4952.067383
	Iteration 45Q: 3 clusters Score -1676877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1676908.750000 Penalty: 4952.067383
	Iteration 46Q: 3 clusters Score -1676909 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1676923.875000 Penalty: 4952.067383
	Iteration 47Q: 3 clusters Score -1676924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1676946.125000 Penalty: 4952.067383
	Iteration 48Q: 3 clusters Score -1676946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1676965.250000 Penalty: 4952.067383
	Iteration 49Q: 3 clusters Score -1676965 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1676996.000000 Penalty: 4952.067383
	Iteration 50Q: 3 clusters Score -1676996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1677020.250000 Penalty: 4952.067383
	Iteration 51Q: 3 clusters Score -1677020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1677041.625000 Penalty: 4952.067383
	Iteration 52Q: 3 clusters Score -1677042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1677058.750000 Penalty: 4952.067383
	Iteration 53Q: 3 clusters Score -1677059 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1677076.375000 Penalty: 4952.067383
	Iteration 54Q: 3 clusters Score -1677076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1677090.875000 Penalty: 4952.067383
	Iteration 55Q: 3 clusters Score -1677091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1677103.125000 Penalty: 4952.067383
	Iteration 56Q: 3 clusters Score -1677103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1677112.125000 Penalty: 4952.067383
	Iteration 57Q: 3 clusters Score -1677112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1677109.250000 Penalty: 4952.067383
	Iteration 58Q: 3 clusters Score -1677109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1677122.875000 Penalty: 4952.067383
	Iteration 59Q: 3 clusters Score -1677123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1677130.125000 Penalty: 4952.067383
	Iteration 60F: 3 clusters Score -1677130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1677125.750000 Penalty: 4952.067383
	Iteration 61Q: 3 clusters Score -1677126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1677128.000000 Penalty: 4952.067383
	Iteration 62Q: 3 clusters Score -1677128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1677135.000000 Penalty: 4952.067383
	Iteration 63Q: 3 clusters Score -1677135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1677136.375000 Penalty: 4952.067383
	Iteration 64Q: 3 clusters Score -1677136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1677143.875000 Penalty: 4952.067383
	Iteration 65Q: 3 clusters Score -1677144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1677158.250000 Penalty: 4952.067383
	Iteration 66Q: 3 clusters Score -1677158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1677175.125000 Penalty: 4952.067383
	Iteration 67Q: 3 clusters Score -1677175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1677190.000000 Penalty: 4952.067383
	Iteration 68Q: 3 clusters Score -1677190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1677197.375000 Penalty: 4952.067383
	Iteration 69Q: 3 clusters Score -1677197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1677215.500000 Penalty: 4952.067383
	Iteration 70Q: 3 clusters Score -1677216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1677224.125000 Penalty: 4952.067383
	Iteration 71Q: 3 clusters Score -1677224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1677237.250000 Penalty: 4952.067383
	Iteration 72Q: 3 clusters Score -1677237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1677244.875000 Penalty: 4952.067383
	Iteration 73Q: 3 clusters Score -1677245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1677257.375000 Penalty: 4952.067383
	Iteration 74Q: 3 clusters Score -1677257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1677261.750000 Penalty: 4952.067383
	Iteration 75Q: 3 clusters Score -1677262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1677266.875000 Penalty: 4952.067383
	Iteration 76Q: 3 clusters Score -1677267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1677267.625000 Penalty: 4952.067383
	Iteration 77Q: 3 clusters Score -1677268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1677269.875000 Penalty: 4952.067383
	Iteration 78Q: 3 clusters Score -1677270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1677275.250000 Penalty: 4952.067383
	Iteration 79Q: 3 clusters Score -1677275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1677284.375000 Penalty: 4952.067383
	Iteration 80F: 3 clusters Score -1677284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1677283.250000 Penalty: 4952.067383
	Iteration 81Q: 3 clusters Score -1677283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1677285.000000 Penalty: 4952.067383
	Iteration 82Q: 3 clusters Score -1677285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1677286.625000 Penalty: 4952.067383
	Iteration 83Q: 3 clusters Score -1677287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1677285.500000 Penalty: 4952.067383
	Iteration 84Q: 3 clusters Score -1677286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1677286.875000 Penalty: 4952.067383
	Iteration 85Q: 3 clusters Score -1677287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1677286.375000 Penalty: 4952.067383
	Iteration 86Q: 3 clusters Score -1677286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1677285.875000 Penalty: 4952.067383
	Iteration 87Q: 3 clusters Score -1677286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1677289.000000 Penalty: 4952.067383
	Iteration 88Q: 3 clusters Score -1677289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1677288.250000 Penalty: 4952.067383
	Iteration 89Q: 3 clusters Score -1677288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1677288.000000 Penalty: 4952.067383
	Iteration 90Q: 3 clusters Score -1677288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1677288.000000 Penalty: 4952.067383
	Iteration 91F: 3 clusters Score -1677288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 54328 members 
Mstep: Class 5 contains 112269 members 
Mstep: Class 6 contains 333562 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Entering Unmasked Estep 
Score: -83772000.000000 Penalty: 68065.062500
Splitting cluster 2 changes total score from -83759088.000000 to -83772000.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (56352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Entering Unmasked Estep 
Score: -5423879.000000 Penalty: 2712.964600
	Iteration 0F: 2 clusters Score -5423879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5386008.500000 Penalty: 5425.929199
	Iteration 0F: 3 clusters Score -5386008 nChanged 26228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5401396.500000 Penalty: 5425.929199
	Iteration 1F: 3 clusters Score -5401396 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5403267.500000 Penalty: 5425.929199
	Iteration 2F: 3 clusters Score -5403268 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5406212.000000 Penalty: 5425.929199
	Iteration 3F: 3 clusters Score -5406212 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5409844.000000 Penalty: 5425.929199
	Iteration 4F: 3 clusters Score -5409844 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5413025.500000 Penalty: 5425.929199
	Iteration 5F: 3 clusters Score -5413026 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5414977.000000 Penalty: 5425.929199
	Iteration 6F: 3 clusters Score -5414977 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5416061.000000 Penalty: 5425.929199
	Iteration 7Q: 3 clusters Score -5416061 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -5416694.500000 Penalty: 5425.929199
	Iteration 8Q: 3 clusters Score -5416694 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -5417156.000000 Penalty: 5425.929199
	Iteration 9Q: 3 clusters Score -5417156 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -5417504.000000 Penalty: 5425.929199
	Iteration 10Q: 3 clusters Score -5417504 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5417819.000000 Penalty: 5425.929199
	Iteration 11Q: 3 clusters Score -5417819 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -5418134.500000 Penalty: 5425.929199
	Iteration 12Q: 3 clusters Score -5418134 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5418472.000000 Penalty: 5425.929199
	Iteration 13Q: 3 clusters Score -5418472 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -5418850.500000 Penalty: 5425.929199
	Iteration 14Q: 3 clusters Score -5418850 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -5419277.500000 Penalty: 5425.929199
	Iteration 15Q: 3 clusters Score -5419278 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5419663.500000 Penalty: 5425.929199
	Iteration 16Q: 3 clusters Score -5419664 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -5420085.500000 Penalty: 5425.929199
	Iteration 17Q: 3 clusters Score -5420086 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5420474.000000 Penalty: 5425.929199
	Iteration 18Q: 3 clusters Score -5420474 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5420779.500000 Penalty: 5425.929199
	Iteration 19Q: 3 clusters Score -5420780 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5421066.500000 Penalty: 5425.929199
	Iteration 20F: 3 clusters Score -5421066 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5421290.000000 Penalty: 5425.929199
	Iteration 21Q: 3 clusters Score -5421290 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -5421449.500000 Penalty: 5425.929199
	Iteration 22Q: 3 clusters Score -5421450 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5421591.500000 Penalty: 5425.929199
	Iteration 23Q: 3 clusters Score -5421592 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5421730.000000 Penalty: 5425.929199
	Iteration 24Q: 3 clusters Score -5421730 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5421854.000000 Penalty: 5425.929199
	Iteration 25Q: 3 clusters Score -5421854 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5421917.500000 Penalty: 5425.929199
	Iteration 26Q: 3 clusters Score -5421918 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5421989.500000 Penalty: 5425.929199
	Iteration 27Q: 3 clusters Score -5421990 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5422037.500000 Penalty: 5425.929199
	Iteration 28Q: 3 clusters Score -5422038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5422076.000000 Penalty: 5425.929199
	Iteration 29Q: 3 clusters Score -5422076 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5422111.000000 Penalty: 5425.929199
	Iteration 30Q: 3 clusters Score -5422111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5422138.500000 Penalty: 5425.929199
	Iteration 31Q: 3 clusters Score -5422138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5422160.000000 Penalty: 5425.929199
	Iteration 32Q: 3 clusters Score -5422160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5422186.000000 Penalty: 5425.929199
	Iteration 33Q: 3 clusters Score -5422186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5422187.000000 Penalty: 5425.929199
	Iteration 34Q: 3 clusters Score -5422187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5422202.500000 Penalty: 5425.929199
	Iteration 35Q: 3 clusters Score -5422202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5422206.000000 Penalty: 5425.929199
	Iteration 36Q: 3 clusters Score -5422206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5422228.500000 Penalty: 5425.929199
	Iteration 37Q: 3 clusters Score -5422228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5422238.000000 Penalty: 5425.929199
	Iteration 38Q: 3 clusters Score -5422238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5422244.500000 Penalty: 5425.929199
	Iteration 39Q: 3 clusters Score -5422244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5422246.000000 Penalty: 5425.929199
	Iteration 40F: 3 clusters Score -5422246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5422266.000000 Penalty: 5425.929199
	Iteration 41Q: 3 clusters Score -5422266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5422264.500000 Penalty: 5425.929199
	Iteration 42Q: 3 clusters Score -5422264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5422276.500000 Penalty: 5425.929199
	Iteration 43Q: 3 clusters Score -5422276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5422285.500000 Penalty: 5425.929199
	Iteration 44Q: 3 clusters Score -5422286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5422283.000000 Penalty: 5425.929199
	Iteration 45Q: 3 clusters Score -5422283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5422284.000000 Penalty: 5425.929199
	Iteration 46Q: 3 clusters Score -5422284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5422294.500000 Penalty: 5425.929199
	Iteration 47Q: 3 clusters Score -5422294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5422290.500000 Penalty: 5425.929199
	Iteration 48Q: 3 clusters Score -5422290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5422286.500000 Penalty: 5425.929199
	Iteration 49Q: 3 clusters Score -5422286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5422294.000000 Penalty: 5425.929199
	Iteration 50Q: 3 clusters Score -5422294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5422294.000000 Penalty: 5425.929199
	Iteration 51Q: 3 clusters Score -5422294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5422291.500000 Penalty: 5425.929199
	Iteration 52Q: 3 clusters Score -5422292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5422290.000000 Penalty: 5425.929199
	Iteration 53Q: 3 clusters Score -5422290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5422295.500000 Penalty: 5425.929199
	Iteration 54Q: 3 clusters Score -5422296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5422295.500000 Penalty: 5425.929199
	Iteration 55F: 3 clusters Score -5422296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Entering Unmasked Estep 
Score: -5255535.500000 Penalty: 2703.893066
	Iteration 0F: 2 clusters Score -5255536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5219127.000000 Penalty: 5407.786133
	Iteration 0F: 3 clusters Score -5219127 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -5233186.500000 Penalty: 5407.786133
	Iteration 1F: 3 clusters Score -5233186 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5234032.500000 Penalty: 5407.786133
	Iteration 2Q: 3 clusters Score -5234032 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5235140.500000 Penalty: 5407.786133
	Iteration 3Q: 3 clusters Score -5235140 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5237164.000000 Penalty: 5407.786133
	Iteration 4F: 3 clusters Score -5237164 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5241798.000000 Penalty: 5407.786133
	Iteration 5F: 3 clusters Score -5241798 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -5251461.500000 Penalty: 5407.786133
	Iteration 6F: 3 clusters Score -5251462 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5262059.000000 Penalty: 5407.786133
	Iteration 7F: 3 clusters Score -5262059 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -5268211.500000 Penalty: 5407.786133
	Iteration 8F: 3 clusters Score -5268212 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5270364.500000 Penalty: 5407.786133
	Iteration 9Q: 3 clusters Score -5270364 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5271075.000000 Penalty: 5407.786133
	Iteration 10Q: 3 clusters Score -5271075 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5271559.000000 Penalty: 5407.786133
	Iteration 11Q: 3 clusters Score -5271559 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5271953.000000 Penalty: 5407.786133
	Iteration 12Q: 3 clusters Score -5271953 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -5272397.000000 Penalty: 5407.786133
	Iteration 13Q: 3 clusters Score -5272397 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5272987.000000 Penalty: 5407.786133
	Iteration 14Q: 3 clusters Score -5272987 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -5273679.000000 Penalty: 5407.786133
	Iteration 15Q: 3 clusters Score -5273679 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5274352.500000 Penalty: 5407.786133
	Iteration 16Q: 3 clusters Score -5274352 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5274682.500000 Penalty: 5407.786133
	Iteration 17Q: 3 clusters Score -5274682 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5274840.500000 Penalty: 5407.786133
	Iteration 18Q: 3 clusters Score -5274840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5274872.000000 Penalty: 5407.786133
	Iteration 19Q: 3 clusters Score -5274872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5274955.500000 Penalty: 5407.786133
	Iteration 20F: 3 clusters Score -5274956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5274974.500000 Penalty: 5407.786133
	Iteration 21Q: 3 clusters Score -5274974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5274980.000000 Penalty: 5407.786133
	Iteration 22Q: 3 clusters Score -5274980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5274991.500000 Penalty: 5407.786133
	Iteration 23Q: 3 clusters Score -5274992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -5274976.500000 Penalty: 5407.786133
	Iteration 24Q: 3 clusters Score -5274976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -5274987.500000 Penalty: 5407.786133
	Iteration 25Q: 3 clusters Score -5274988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5274996.500000 Penalty: 5407.786133
	Iteration 26Q: 3 clusters Score -5274996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5275009.000000 Penalty: 5407.786133
	Iteration 27Q: 3 clusters Score -5275009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5274996.000000 Penalty: 5407.786133
	Iteration 28Q: 3 clusters Score -5274996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5275001.500000 Penalty: 5407.786133
	Iteration 29Q: 3 clusters Score -5275002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5275016.000000 Penalty: 5407.786133
	Iteration 30Q: 3 clusters Score -5275016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5275022.000000 Penalty: 5407.786133
	Iteration 31Q: 3 clusters Score -5275022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5275022.000000 Penalty: 5407.786133
	Iteration 32Q: 3 clusters Score -5275022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5275018.500000 Penalty: 5407.786133
	Iteration 33Q: 3 clusters Score -5275018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5275022.000000 Penalty: 5407.786133
	Iteration 34Q: 3 clusters Score -5275022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5275021.000000 Penalty: 5407.786133
	Iteration 35Q: 3 clusters Score -5275021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5275024.000000 Penalty: 5407.786133
	Iteration 36Q: 3 clusters Score -5275024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5275028.000000 Penalty: 5407.786133
	Iteration 37Q: 3 clusters Score -5275028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5275030.500000 Penalty: 5407.786133
	Iteration 38Q: 3 clusters Score -5275030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5275026.500000 Penalty: 5407.786133
	Iteration 39Q: 3 clusters Score -5275026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5275026.500000 Penalty: 5407.786133
	Iteration 40F: 3 clusters Score -5275026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 112269 members 
Mstep: Class 6 contains 333562 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Entering Unmasked Estep 
Score: -83791000.000000 Penalty: 71468.312500
Splitting cluster 4 changes total score from -83759088.000000 to -83791000.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (112269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Entering Unmasked Estep 
Score: -9878447.000000 Penalty: 2883.905762
	Iteration 0F: 2 clusters Score -9878447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -9803720.000000 Penalty: 5767.811523
	Iteration 0F: 3 clusters Score -9803720 nChanged 53271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -9835019.000000 Penalty: 5767.811523
	Iteration 1F: 3 clusters Score -9835019 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -9836696.000000 Penalty: 5767.811523
	Iteration 2Q: 3 clusters Score -9836696 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -9838827.000000 Penalty: 5767.811523
	Iteration 3Q: 3 clusters Score -9838827 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -9841337.000000 Penalty: 5767.811523
	Iteration 4F: 3 clusters Score -9841337 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -9844339.000000 Penalty: 5767.811523
	Iteration 5F: 3 clusters Score -9844339 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -9847848.000000 Penalty: 5767.811523
	Iteration 6F: 3 clusters Score -9847848 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -9851458.000000 Penalty: 5767.811523
	Iteration 7F: 3 clusters Score -9851458 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -9854602.000000 Penalty: 5767.811523
	Iteration 8F: 3 clusters Score -9854602 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -9857177.000000 Penalty: 5767.811523
	Iteration 9Q: 3 clusters Score -9857177 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -9859352.000000 Penalty: 5767.811523
	Iteration 10Q: 3 clusters Score -9859352 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -9861203.000000 Penalty: 5767.811523
	Iteration 11Q: 3 clusters Score -9861203 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -9863024.000000 Penalty: 5767.811523
	Iteration 12Q: 3 clusters Score -9863024 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -9864792.000000 Penalty: 5767.811523
	Iteration 13Q: 3 clusters Score -9864792 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -9866556.000000 Penalty: 5767.811523
	Iteration 14Q: 3 clusters Score -9866556 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -9868341.000000 Penalty: 5767.811523
	Iteration 15Q: 3 clusters Score -9868341 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -9870048.000000 Penalty: 5767.811523
	Iteration 16Q: 3 clusters Score -9870048 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -9871683.000000 Penalty: 5767.811523
	Iteration 17Q: 3 clusters Score -9871683 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -9873095.000000 Penalty: 5767.811523
	Iteration 18Q: 3 clusters Score -9873095 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -9874301.000000 Penalty: 5767.811523
	Iteration 19Q: 3 clusters Score -9874301 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -9875293.000000 Penalty: 5767.811523
	Iteration 20F: 3 clusters Score -9875293 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -9875951.000000 Penalty: 5767.811523
	Iteration 21Q: 3 clusters Score -9875951 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -9876421.000000 Penalty: 5767.811523
	Iteration 22Q: 3 clusters Score -9876421 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -9876815.000000 Penalty: 5767.811523
	Iteration 23Q: 3 clusters Score -9876815 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -9877073.000000 Penalty: 5767.811523
	Iteration 24Q: 3 clusters Score -9877073 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -9877338.000000 Penalty: 5767.811523
	Iteration 25Q: 3 clusters Score -9877338 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -9877579.000000 Penalty: 5767.811523
	Iteration 26Q: 3 clusters Score -9877579 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 109835 members 
Entering Unmasked Estep 
Score: -9877758.000000 Penalty: 5767.811523
	Iteration 27Q: 3 clusters Score -9877758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -9877915.000000 Penalty: 5767.811523
	Iteration 28Q: 3 clusters Score -9877915 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -9878043.000000 Penalty: 5767.811523
	Iteration 29Q: 3 clusters Score -9878043 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -9878130.000000 Penalty: 5767.811523
	Iteration 30Q: 3 clusters Score -9878130 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -9878196.000000 Penalty: 5767.811523
	Iteration 31Q: 3 clusters Score -9878196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -9878272.000000 Penalty: 5767.811523
	Iteration 32Q: 3 clusters Score -9878272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -9878346.000000 Penalty: 5767.811523
	Iteration 33Q: 3 clusters Score -9878346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -9878428.000000 Penalty: 5767.811523
	Iteration 34Q: 3 clusters Score -9878428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -9878507.000000 Penalty: 5767.811523
	Iteration 35Q: 3 clusters Score -9878507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -9878535.000000 Penalty: 5767.811523
	Iteration 36Q: 3 clusters Score -9878535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -9878592.000000 Penalty: 5767.811523
	Iteration 37Q: 3 clusters Score -9878592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -9878602.000000 Penalty: 5767.811523
	Iteration 38Q: 3 clusters Score -9878602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -9878607.000000 Penalty: 5767.811523
	Iteration 39Q: 3 clusters Score -9878607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -9878679.000000 Penalty: 5767.811523
	Iteration 40F: 3 clusters Score -9878679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -9878727.000000 Penalty: 5767.811523
	Iteration 41Q: 3 clusters Score -9878727 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -9878767.000000 Penalty: 5767.811523
	Iteration 42Q: 3 clusters Score -9878767 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -9878803.000000 Penalty: 5767.811523
	Iteration 43Q: 3 clusters Score -9878803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 110709 members 
Entering Unmasked Estep 
Score: -9878823.000000 Penalty: 5767.811523
	Iteration 44Q: 3 clusters Score -9878823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -9878866.000000 Penalty: 5767.811523
	Iteration 45Q: 3 clusters Score -9878866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 110703 members 
Entering Unmasked Estep 
Score: -9878875.000000 Penalty: 5767.811523
	Iteration 46Q: 3 clusters Score -9878875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -9878895.000000 Penalty: 5767.811523
	Iteration 47Q: 3 clusters Score -9878895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -9878922.000000 Penalty: 5767.811523
	Iteration 48Q: 3 clusters Score -9878922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -9878927.000000 Penalty: 5767.811523
	Iteration 49Q: 3 clusters Score -9878927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -9878920.000000 Penalty: 5767.811523
	Iteration 50Q: 3 clusters Score -9878920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -9878926.000000 Penalty: 5767.811523
	Iteration 51Q: 3 clusters Score -9878926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -9878930.000000 Penalty: 5767.811523
	Iteration 52Q: 3 clusters Score -9878930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -9878931.000000 Penalty: 5767.811523
	Iteration 53Q: 3 clusters Score -9878931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -9878930.000000 Penalty: 5767.811523
	Iteration 54Q: 3 clusters Score -9878930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 110677 members 
Entering Unmasked Estep 
Score: -9878927.000000 Penalty: 5767.811523
	Iteration 55Q: 3 clusters Score -9878927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -9878929.000000 Penalty: 5767.811523
	Iteration 56Q: 3 clusters Score -9878929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -9878929.000000 Penalty: 5767.811523
	Iteration 57F: 3 clusters Score -9878929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 333562 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Entering Unmasked Estep 
Score: -83790960.000000 Penalty: 74871.570312
Splitting cluster 5 changes total score from -83759088.000000 to -83790960.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (333562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333562 members 
Entering Unmasked Estep 
Score: -32244074.000000 Penalty: 3153.960693
	Iteration 0F: 2 clusters Score -3.224407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167003 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -32019980.000000 Penalty: 6307.921387
	Iteration 0F: 3 clusters Score -3.201998e+07 nChanged 161633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170396 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -32116870.000000 Penalty: 6307.921387
	Iteration 1F: 3 clusters Score -3.211687e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -32118760.000000 Penalty: 6307.921387
	Iteration 2Q: 3 clusters Score -3.211876e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -32122506.000000 Penalty: 6307.921387
	Iteration 3Q: 3 clusters Score -3.212251e+07 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -32131326.000000 Penalty: 6307.921387
	Iteration 4Q: 3 clusters Score -3.213133e+07 nChanged 22094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -32152738.000000 Penalty: 6307.921387
	Iteration 5F: 3 clusters Score -3.215274e+07 nChanged 31328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209281 members 
Mstep: Class 2 contains 124281 members 
Entering Unmasked Estep 
Score: -32192028.000000 Penalty: 6307.921387
	Iteration 6F: 3 clusters Score -3.219203e+07 nChanged 35120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229459 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -32236258.000000 Penalty: 6307.921387
	Iteration 7F: 3 clusters Score -3.223626e+07 nChanged 26935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244872 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -32265752.000000 Penalty: 6307.921387
	Iteration 8F: 3 clusters Score -3.226575e+07 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253766 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -32283898.000000 Penalty: 6307.921387
	Iteration 9Q: 3 clusters Score -3.22839e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258865 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -32294940.000000 Penalty: 6307.921387
	Iteration 10Q: 3 clusters Score -3.229494e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261581 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -32299942.000000 Penalty: 6307.921387
	Iteration 11Q: 3 clusters Score -3.229994e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262808 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -32301322.000000 Penalty: 6307.921387
	Iteration 12Q: 3 clusters Score -3.230132e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263359 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -32301726.000000 Penalty: 6307.921387
	Iteration 13Q: 3 clusters Score -3.230173e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263631 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -32301910.000000 Penalty: 6307.921387
	Iteration 14Q: 3 clusters Score -3.230191e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263786 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -32302002.000000 Penalty: 6307.921387
	Iteration 15Q: 3 clusters Score -3.2302e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263856 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -32302036.000000 Penalty: 6307.921387
	Iteration 16Q: 3 clusters Score -3.230204e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263874 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -32302018.000000 Penalty: 6307.921387
	Iteration 17Q: 3 clusters Score -3.230202e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263885 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -32302024.000000 Penalty: 6307.921387
	Iteration 18Q: 3 clusters Score -3.230202e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263880 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -32302064.000000 Penalty: 6307.921387
	Iteration 19Q: 3 clusters Score -3.230206e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263854 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -32302032.000000 Penalty: 6307.921387
	Iteration 20F: 3 clusters Score -3.230203e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263847 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -32302028.000000 Penalty: 6307.921387
	Iteration 21Q: 3 clusters Score -3.230203e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263849 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -32302068.000000 Penalty: 6307.921387
	Iteration 22Q: 3 clusters Score -3.230207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263843 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -32302052.000000 Penalty: 6307.921387
	Iteration 23Q: 3 clusters Score -3.230205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -32302062.000000 Penalty: 6307.921387
	Iteration 24Q: 3 clusters Score -3.230206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263836 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -32302068.000000 Penalty: 6307.921387
	Iteration 25Q: 3 clusters Score -3.230207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263838 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -32302076.000000 Penalty: 6307.921387
	Iteration 26Q: 3 clusters Score -3.230208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -32302074.000000 Penalty: 6307.921387
	Iteration 27Q: 3 clusters Score -3.230207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -32302062.000000 Penalty: 6307.921387
	Iteration 28Q: 3 clusters Score -3.230206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263838 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -32302070.000000 Penalty: 6307.921387
	Iteration 29Q: 3 clusters Score -3.230207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -32302068.000000 Penalty: 6307.921387
	Iteration 30Q: 3 clusters Score -3.230207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -32302068.000000 Penalty: 6307.921387
	Iteration 31F: 3 clusters Score -3.230207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Entering Unmasked Estep 
Score: -83848888.000000 Penalty: 78274.820312
Splitting cluster 6 changes total score from -83759088.000000 to -83848888.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (15580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Entering Unmasked Estep 
Score: -1402087.875000 Penalty: 2394.128418
	Iteration 0F: 2 clusters Score -1402088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1390937.000000 Penalty: 4788.256836
	Iteration 0F: 3 clusters Score -1390937 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1396052.250000 Penalty: 4788.256836
	Iteration 1F: 3 clusters Score -1396052 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1401193.000000 Penalty: 4788.256836
	Iteration 2F: 3 clusters Score -1401193 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1407755.750000 Penalty: 4788.256836
	Iteration 3F: 3 clusters Score -1407756 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1411333.250000 Penalty: 4788.256836
	Iteration 4F: 3 clusters Score -1411333 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1414243.500000 Penalty: 4788.256836
	Iteration 5F: 3 clusters Score -1414244 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1414888.000000 Penalty: 4788.256836
	Iteration 6Q: 3 clusters Score -1414888 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1414991.250000 Penalty: 4788.256836
	Iteration 7Q: 3 clusters Score -1414991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1415060.750000 Penalty: 4788.256836
	Iteration 8Q: 3 clusters Score -1415061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1415113.875000 Penalty: 4788.256836
	Iteration 9Q: 3 clusters Score -1415114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1415167.375000 Penalty: 4788.256836
	Iteration 10Q: 3 clusters Score -1415167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1415218.875000 Penalty: 4788.256836
	Iteration 11Q: 3 clusters Score -1415219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1415264.875000 Penalty: 4788.256836
	Iteration 12Q: 3 clusters Score -1415265 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1415315.250000 Penalty: 4788.256836
	Iteration 13Q: 3 clusters Score -1415315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1415349.125000 Penalty: 4788.256836
	Iteration 14Q: 3 clusters Score -1415349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1415376.125000 Penalty: 4788.256836
	Iteration 15Q: 3 clusters Score -1415376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1415376.625000 Penalty: 4788.256836
	Iteration 16Q: 3 clusters Score -1415377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1415382.875000 Penalty: 4788.256836
	Iteration 17Q: 3 clusters Score -1415383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1415384.375000 Penalty: 4788.256836
	Iteration 18Q: 3 clusters Score -1415384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1415390.000000 Penalty: 4788.256836
	Iteration 19Q: 3 clusters Score -1415390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1415392.250000 Penalty: 4788.256836
	Iteration 20F: 3 clusters Score -1415392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1415389.125000 Penalty: 4788.256836
	Iteration 21Q: 3 clusters Score -1415389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1415390.250000 Penalty: 4788.256836
	Iteration 22Q: 3 clusters Score -1415390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1415391.000000 Penalty: 4788.256836
	Iteration 23Q: 3 clusters Score -1415391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1415392.750000 Penalty: 4788.256836
	Iteration 24Q: 3 clusters Score -1415393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1415392.750000 Penalty: 4788.256836
	Iteration 25F: 3 clusters Score -1415393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Entering Unmasked Estep 
Score: -83861176.000000 Penalty: 81678.070312
Splitting cluster 7 changes total score from -83759088.000000 to -83861176.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (45277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Entering Unmasked Estep 
Score: -4207206.000000 Penalty: 2658.697510
	Iteration 0F: 2 clusters Score -4207206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4176824.500000 Penalty: 5317.395020
	Iteration 0F: 3 clusters Score -4176824 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4191108.500000 Penalty: 5317.395020
	Iteration 1F: 3 clusters Score -4191108 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4198199.500000 Penalty: 5317.395020
	Iteration 2F: 3 clusters Score -4198200 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -4207168.500000 Penalty: 5317.395020
	Iteration 3F: 3 clusters Score -4207168 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4212222.500000 Penalty: 5317.395020
	Iteration 4F: 3 clusters Score -4212222 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -4214277.000000 Penalty: 5317.395020
	Iteration 5F: 3 clusters Score -4214277 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -4215207.000000 Penalty: 5317.395020
	Iteration 6Q: 3 clusters Score -4215207 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4215701.000000 Penalty: 5317.395020
	Iteration 7Q: 3 clusters Score -4215701 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4216049.500000 Penalty: 5317.395020
	Iteration 8Q: 3 clusters Score -4216050 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4216370.000000 Penalty: 5317.395020
	Iteration 9Q: 3 clusters Score -4216370 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4216653.000000 Penalty: 5317.395020
	Iteration 10Q: 3 clusters Score -4216653 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4216901.000000 Penalty: 5317.395020
	Iteration 11Q: 3 clusters Score -4216901 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4217134.500000 Penalty: 5317.395020
	Iteration 12Q: 3 clusters Score -4217134 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4217323.500000 Penalty: 5317.395020
	Iteration 13Q: 3 clusters Score -4217324 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4217485.500000 Penalty: 5317.395020
	Iteration 14Q: 3 clusters Score -4217486 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4217595.500000 Penalty: 5317.395020
	Iteration 15Q: 3 clusters Score -4217596 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4217648.000000 Penalty: 5317.395020
	Iteration 16Q: 3 clusters Score -4217648 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4217715.000000 Penalty: 5317.395020
	Iteration 17Q: 3 clusters Score -4217715 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4217773.000000 Penalty: 5317.395020
	Iteration 18Q: 3 clusters Score -4217773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4217817.000000 Penalty: 5317.395020
	Iteration 19Q: 3 clusters Score -4217817 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4217864.000000 Penalty: 5317.395020
	Iteration 20F: 3 clusters Score -4217864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4217905.000000 Penalty: 5317.395020
	Iteration 21Q: 3 clusters Score -4217905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4217909.000000 Penalty: 5317.395020
	Iteration 22Q: 3 clusters Score -4217909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4217923.500000 Penalty: 5317.395020
	Iteration 23Q: 3 clusters Score -4217924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4217946.500000 Penalty: 5317.395020
	Iteration 24Q: 3 clusters Score -4217946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4217961.000000 Penalty: 5317.395020
	Iteration 25Q: 3 clusters Score -4217961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4217975.500000 Penalty: 5317.395020
	Iteration 26Q: 3 clusters Score -4217976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -4217982.500000 Penalty: 5317.395020
	Iteration 27Q: 3 clusters Score -4217982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4217990.000000 Penalty: 5317.395020
	Iteration 28Q: 3 clusters Score -4217990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4217998.000000 Penalty: 5317.395020
	Iteration 29Q: 3 clusters Score -4217998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4218002.000000 Penalty: 5317.395020
	Iteration 30Q: 3 clusters Score -4218002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4218003.500000 Penalty: 5317.395020
	Iteration 31Q: 3 clusters Score -4218004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4217992.000000 Penalty: 5317.395020
	Iteration 32Q: 3 clusters Score -4217992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -4217998.500000 Penalty: 5317.395020
	Iteration 33Q: 3 clusters Score -4217998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4218003.500000 Penalty: 5317.395020
	Iteration 34Q: 3 clusters Score -4218004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4218004.500000 Penalty: 5317.395020
	Iteration 35Q: 3 clusters Score -4218004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4218003.500000 Penalty: 5317.395020
	Iteration 36Q: 3 clusters Score -4218004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4218006.000000 Penalty: 5317.395020
	Iteration 37Q: 3 clusters Score -4218006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4218005.500000 Penalty: 5317.395020
	Iteration 38Q: 3 clusters Score -4218006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4218008.500000 Penalty: 5317.395020
	Iteration 39Q: 3 clusters Score -4218008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4218013.500000 Penalty: 5317.395020
	Iteration 40F: 3 clusters Score -4218014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4218012.000000 Penalty: 5317.395020
	Iteration 41Q: 3 clusters Score -4218012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4218006.500000 Penalty: 5317.395020
	Iteration 42Q: 3 clusters Score -4218006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4218014.000000 Penalty: 5317.395020
	Iteration 43Q: 3 clusters Score -4218014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4218011.500000 Penalty: 5317.395020
	Iteration 44Q: 3 clusters Score -4218012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4218015.500000 Penalty: 5317.395020
	Iteration 45Q: 3 clusters Score -4218016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4218014.500000 Penalty: 5317.395020
	Iteration 46Q: 3 clusters Score -4218014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4218019.000000 Penalty: 5317.395020
	Iteration 47Q: 3 clusters Score -4218019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4218011.500000 Penalty: 5317.395020
	Iteration 48Q: 3 clusters Score -4218012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4218012.000000 Penalty: 5317.395020
	Iteration 49Q: 3 clusters Score -4218012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4218010.000000 Penalty: 5317.395020
	Iteration 50Q: 3 clusters Score -4218010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4218007.500000 Penalty: 5317.395020
	Iteration 51Q: 3 clusters Score -4218008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4218013.500000 Penalty: 5317.395020
	Iteration 52Q: 3 clusters Score -4218014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -4218016.000000 Penalty: 5317.395020
	Iteration 53Q: 3 clusters Score -4218016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4218016.500000 Penalty: 5317.395020
	Iteration 54Q: 3 clusters Score -4218016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4218012.000000 Penalty: 5317.395020
	Iteration 55Q: 3 clusters Score -4218012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4218011.500000 Penalty: 5317.395020
	Iteration 56Q: 3 clusters Score -4218012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4218011.500000 Penalty: 5317.395020
	Iteration 57F: 3 clusters Score -4218012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Entering Unmasked Estep 
Score: -83871272.000000 Penalty: 85081.328125
Splitting cluster 9 changes total score from -83759088.000000 to -83871272.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (26448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Entering Unmasked Estep 
Score: -2382857.000000 Penalty: 2525.368164
	Iteration 0F: 2 clusters Score -2382857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2364607.250000 Penalty: 5050.736328
	Iteration 0F: 3 clusters Score -2364607 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2371916.750000 Penalty: 5050.736328
	Iteration 1F: 3 clusters Score -2371917 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2373907.250000 Penalty: 5050.736328
	Iteration 2F: 3 clusters Score -2373907 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2376488.750000 Penalty: 5050.736328
	Iteration 3F: 3 clusters Score -2376489 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2379145.250000 Penalty: 5050.736328
	Iteration 4F: 3 clusters Score -2379145 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2381057.500000 Penalty: 5050.736328
	Iteration 5F: 3 clusters Score -2381058 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2382247.000000 Penalty: 5050.736328
	Iteration 6F: 3 clusters Score -2382247 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2383011.750000 Penalty: 5050.736328
	Iteration 7Q: 3 clusters Score -2383012 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2383516.750000 Penalty: 5050.736328
	Iteration 8Q: 3 clusters Score -2383517 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2383983.000000 Penalty: 5050.736328
	Iteration 9Q: 3 clusters Score -2383983 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2384500.500000 Penalty: 5050.736328
	Iteration 10Q: 3 clusters Score -2384500 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2385108.250000 Penalty: 5050.736328
	Iteration 11Q: 3 clusters Score -2385108 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2385735.250000 Penalty: 5050.736328
	Iteration 12Q: 3 clusters Score -2385735 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2386108.000000 Penalty: 5050.736328
	Iteration 13Q: 3 clusters Score -2386108 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2386235.750000 Penalty: 5050.736328
	Iteration 14Q: 3 clusters Score -2386236 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2386281.000000 Penalty: 5050.736328
	Iteration 15Q: 3 clusters Score -2386281 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2386305.000000 Penalty: 5050.736328
	Iteration 16Q: 3 clusters Score -2386305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2386308.250000 Penalty: 5050.736328
	Iteration 17Q: 3 clusters Score -2386308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2386310.500000 Penalty: 5050.736328
	Iteration 18Q: 3 clusters Score -2386310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2386315.000000 Penalty: 5050.736328
	Iteration 19Q: 3 clusters Score -2386315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2386317.750000 Penalty: 5050.736328
	Iteration 20F: 3 clusters Score -2386318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2386314.000000 Penalty: 5050.736328
	Iteration 21Q: 3 clusters Score -2386314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2386315.750000 Penalty: 5050.736328
	Iteration 22Q: 3 clusters Score -2386316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2386313.000000 Penalty: 5050.736328
	Iteration 23Q: 3 clusters Score -2386313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2386313.500000 Penalty: 5050.736328
	Iteration 24Q: 3 clusters Score -2386314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2386312.000000 Penalty: 5050.736328
	Iteration 25Q: 3 clusters Score -2386312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2386315.750000 Penalty: 5050.736328
	Iteration 26Q: 3 clusters Score -2386316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2386317.750000 Penalty: 5050.736328
	Iteration 27Q: 3 clusters Score -2386318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2386316.500000 Penalty: 5050.736328
	Iteration 28Q: 3 clusters Score -2386316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2386316.000000 Penalty: 5050.736328
	Iteration 29Q: 3 clusters Score -2386316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2386317.500000 Penalty: 5050.736328
	Iteration 30Q: 3 clusters Score -2386318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2386318.500000 Penalty: 5050.736328
	Iteration 31Q: 3 clusters Score -2386318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2386316.000000 Penalty: 5050.736328
	Iteration 32Q: 3 clusters Score -2386316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2386316.000000 Penalty: 5050.736328
	Iteration 33F: 3 clusters Score -2386316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 58453 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Entering Unmasked Estep 
Score: -83873960.000000 Penalty: 88484.578125
Splitting cluster 10 changes total score from -83759088.000000 to -83873960.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (58453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Entering Unmasked Estep 
Score: -5611782.000000 Penalty: 2722.042480
	Iteration 0F: 2 clusters Score -5611782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5572567.500000 Penalty: 5444.084961
	Iteration 0F: 3 clusters Score -5572568 nChanged 27156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5588731.000000 Penalty: 5444.084961
	Iteration 1F: 3 clusters Score -5588731 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5591455.000000 Penalty: 5444.084961
	Iteration 2F: 3 clusters Score -5591455 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -5596085.000000 Penalty: 5444.084961
	Iteration 3F: 3 clusters Score -5596085 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5601283.500000 Penalty: 5444.084961
	Iteration 4F: 3 clusters Score -5601284 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -5605258.500000 Penalty: 5444.084961
	Iteration 5F: 3 clusters Score -5605258 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5607422.000000 Penalty: 5444.084961
	Iteration 6F: 3 clusters Score -5607422 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5608741.500000 Penalty: 5444.084961
	Iteration 7Q: 3 clusters Score -5608742 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5609767.500000 Penalty: 5444.084961
	Iteration 8Q: 3 clusters Score -5609768 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -5610421.000000 Penalty: 5444.084961
	Iteration 9Q: 3 clusters Score -5610421 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -5610967.500000 Penalty: 5444.084961
	Iteration 10Q: 3 clusters Score -5610968 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -5611326.500000 Penalty: 5444.084961
	Iteration 11Q: 3 clusters Score -5611326 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -5611587.000000 Penalty: 5444.084961
	Iteration 12Q: 3 clusters Score -5611587 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5611816.000000 Penalty: 5444.084961
	Iteration 13Q: 3 clusters Score -5611816 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5612009.000000 Penalty: 5444.084961
	Iteration 14Q: 3 clusters Score -5612009 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5612192.000000 Penalty: 5444.084961
	Iteration 15Q: 3 clusters Score -5612192 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -5612330.500000 Penalty: 5444.084961
	Iteration 16Q: 3 clusters Score -5612330 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5612449.000000 Penalty: 5444.084961
	Iteration 17Q: 3 clusters Score -5612449 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -5612649.000000 Penalty: 5444.084961
	Iteration 18Q: 3 clusters Score -5612649 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5612818.500000 Penalty: 5444.084961
	Iteration 19Q: 3 clusters Score -5612818 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -5612986.000000 Penalty: 5444.084961
	Iteration 20F: 3 clusters Score -5612986 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5613158.000000 Penalty: 5444.084961
	Iteration 21Q: 3 clusters Score -5613158 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5613333.000000 Penalty: 5444.084961
	Iteration 22Q: 3 clusters Score -5613333 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5613516.000000 Penalty: 5444.084961
	Iteration 23Q: 3 clusters Score -5613516 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -5613670.000000 Penalty: 5444.084961
	Iteration 24Q: 3 clusters Score -5613670 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -5613847.500000 Penalty: 5444.084961
	Iteration 25Q: 3 clusters Score -5613848 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5613960.500000 Penalty: 5444.084961
	Iteration 26Q: 3 clusters Score -5613960 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -5614112.000000 Penalty: 5444.084961
	Iteration 27Q: 3 clusters Score -5614112 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -5614197.500000 Penalty: 5444.084961
	Iteration 28Q: 3 clusters Score -5614198 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5614281.000000 Penalty: 5444.084961
	Iteration 29Q: 3 clusters Score -5614281 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5614380.500000 Penalty: 5444.084961
	Iteration 30Q: 3 clusters Score -5614380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5614415.000000 Penalty: 5444.084961
	Iteration 31Q: 3 clusters Score -5614415 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -5614480.500000 Penalty: 5444.084961
	Iteration 32Q: 3 clusters Score -5614480 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5614522.500000 Penalty: 5444.084961
	Iteration 33Q: 3 clusters Score -5614522 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -5614549.000000 Penalty: 5444.084961
	Iteration 34Q: 3 clusters Score -5614549 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -5614588.500000 Penalty: 5444.084961
	Iteration 35Q: 3 clusters Score -5614588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5614611.000000 Penalty: 5444.084961
	Iteration 36Q: 3 clusters Score -5614611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5614642.000000 Penalty: 5444.084961
	Iteration 37Q: 3 clusters Score -5614642 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5614637.500000 Penalty: 5444.084961
	Iteration 38Q: 3 clusters Score -5614638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5614664.500000 Penalty: 5444.084961
	Iteration 39Q: 3 clusters Score -5614664 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5614687.500000 Penalty: 5444.084961
	Iteration 40F: 3 clusters Score -5614688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -5614703.000000 Penalty: 5444.084961
	Iteration 41Q: 3 clusters Score -5614703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -5614713.500000 Penalty: 5444.084961
	Iteration 42Q: 3 clusters Score -5614714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5614711.500000 Penalty: 5444.084961
	Iteration 43Q: 3 clusters Score -5614712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5614735.000000 Penalty: 5444.084961
	Iteration 44Q: 3 clusters Score -5614735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5614709.000000 Penalty: 5444.084961
	Iteration 45Q: 3 clusters Score -5614709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5614725.500000 Penalty: 5444.084961
	Iteration 46Q: 3 clusters Score -5614726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5614727.500000 Penalty: 5444.084961
	Iteration 47Q: 3 clusters Score -5614728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5614749.500000 Penalty: 5444.084961
	Iteration 48Q: 3 clusters Score -5614750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5614755.500000 Penalty: 5444.084961
	Iteration 49Q: 3 clusters Score -5614756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -5614759.500000 Penalty: 5444.084961
	Iteration 50Q: 3 clusters Score -5614760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5614754.500000 Penalty: 5444.084961
	Iteration 51Q: 3 clusters Score -5614754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5614759.000000 Penalty: 5444.084961
	Iteration 52Q: 3 clusters Score -5614759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -5614766.500000 Penalty: 5444.084961
	Iteration 53Q: 3 clusters Score -5614766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5614767.500000 Penalty: 5444.084961
	Iteration 54Q: 3 clusters Score -5614768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5614760.500000 Penalty: 5444.084961
	Iteration 55Q: 3 clusters Score -5614760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5614762.000000 Penalty: 5444.084961
	Iteration 56Q: 3 clusters Score -5614762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5614760.000000 Penalty: 5444.084961
	Iteration 57Q: 3 clusters Score -5614760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -5614755.500000 Penalty: 5444.084961
	Iteration 58Q: 3 clusters Score -5614756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -5614757.000000 Penalty: 5444.084961
	Iteration 59Q: 3 clusters Score -5614757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5614755.000000 Penalty: 5444.084961
	Iteration 60F: 3 clusters Score -5614755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -5614760.000000 Penalty: 5444.084961
	Iteration 61Q: 3 clusters Score -5614760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5614763.500000 Penalty: 5444.084961
	Iteration 62Q: 3 clusters Score -5614764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -5614758.000000 Penalty: 5444.084961
	Iteration 63Q: 3 clusters Score -5614758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5614756.500000 Penalty: 5444.084961
	Iteration 64Q: 3 clusters Score -5614756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5614758.000000 Penalty: 5444.084961
	Iteration 65Q: 3 clusters Score -5614758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5614758.000000 Penalty: 5444.084961
	Iteration 66Q: 3 clusters Score -5614758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -5614760.500000 Penalty: 5444.084961
	Iteration 67Q: 3 clusters Score -5614760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5614757.500000 Penalty: 5444.084961
	Iteration 68Q: 3 clusters Score -5614758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5614753.500000 Penalty: 5444.084961
	Iteration 69Q: 3 clusters Score -5614754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5614753.500000 Penalty: 5444.084961
	Iteration 70Q: 3 clusters Score -5614754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5614757.500000 Penalty: 5444.084961
	Iteration 71Q: 3 clusters Score -5614758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5614757.500000 Penalty: 5444.084961
	Iteration 72F: 3 clusters Score -5614758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Entering Unmasked Estep 
Score: -83877192.000000 Penalty: 91887.835938
Splitting cluster 11 changes total score from -83759088.000000 to -83877192.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -1717240.500000 Penalty: 2441.930420
	Iteration 0F: 2 clusters Score -1717240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1703972.625000 Penalty: 4883.860840
	Iteration 0F: 3 clusters Score -1703973 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1709136.875000 Penalty: 4883.860840
	Iteration 1F: 3 clusters Score -1709137 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1711249.000000 Penalty: 4883.860840
	Iteration 2F: 3 clusters Score -1711249 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1715114.500000 Penalty: 4883.860840
	Iteration 3F: 3 clusters Score -1715114 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1720136.375000 Penalty: 4883.860840
	Iteration 4F: 3 clusters Score -1720136 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1722624.500000 Penalty: 4883.860840
	Iteration 5F: 3 clusters Score -1722624 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1723677.125000 Penalty: 4883.860840
	Iteration 6F: 3 clusters Score -1723677 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1724097.375000 Penalty: 4883.860840
	Iteration 7Q: 3 clusters Score -1724097 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1724354.375000 Penalty: 4883.860840
	Iteration 8Q: 3 clusters Score -1724354 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1724585.000000 Penalty: 4883.860840
	Iteration 9Q: 3 clusters Score -1724585 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1724774.750000 Penalty: 4883.860840
	Iteration 10Q: 3 clusters Score -1724775 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1724908.250000 Penalty: 4883.860840
	Iteration 11Q: 3 clusters Score -1724908 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1725019.125000 Penalty: 4883.860840
	Iteration 12Q: 3 clusters Score -1725019 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1725109.875000 Penalty: 4883.860840
	Iteration 13Q: 3 clusters Score -1725110 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1725173.625000 Penalty: 4883.860840
	Iteration 14Q: 3 clusters Score -1725174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1725217.250000 Penalty: 4883.860840
	Iteration 15Q: 3 clusters Score -1725217 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1725234.750000 Penalty: 4883.860840
	Iteration 16Q: 3 clusters Score -1725235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1725249.500000 Penalty: 4883.860840
	Iteration 17Q: 3 clusters Score -1725250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1725259.125000 Penalty: 4883.860840
	Iteration 18Q: 3 clusters Score -1725259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1725268.250000 Penalty: 4883.860840
	Iteration 19Q: 3 clusters Score -1725268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1725275.500000 Penalty: 4883.860840
	Iteration 20F: 3 clusters Score -1725276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1725280.875000 Penalty: 4883.860840
	Iteration 21Q: 3 clusters Score -1725281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1725286.000000 Penalty: 4883.860840
	Iteration 22Q: 3 clusters Score -1725286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1725285.000000 Penalty: 4883.860840
	Iteration 23Q: 3 clusters Score -1725285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1725291.875000 Penalty: 4883.860840
	Iteration 24Q: 3 clusters Score -1725292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1725288.375000 Penalty: 4883.860840
	Iteration 25Q: 3 clusters Score -1725288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1725288.875000 Penalty: 4883.860840
	Iteration 26Q: 3 clusters Score -1725289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1725286.125000 Penalty: 4883.860840
	Iteration 27Q: 3 clusters Score -1725286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1725290.625000 Penalty: 4883.860840
	Iteration 28Q: 3 clusters Score -1725291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1725291.000000 Penalty: 4883.860840
	Iteration 29Q: 3 clusters Score -1725291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1725294.250000 Penalty: 4883.860840
	Iteration 30Q: 3 clusters Score -1725294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1725292.875000 Penalty: 4883.860840
	Iteration 31Q: 3 clusters Score -1725293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1725294.625000 Penalty: 4883.860840
	Iteration 32Q: 3 clusters Score -1725295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1725292.750000 Penalty: 4883.860840
	Iteration 33Q: 3 clusters Score -1725293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1725295.750000 Penalty: 4883.860840
	Iteration 34Q: 3 clusters Score -1725296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1725297.750000 Penalty: 4883.860840
	Iteration 35Q: 3 clusters Score -1725298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1725299.625000 Penalty: 4883.860840
	Iteration 36Q: 3 clusters Score -1725300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1725300.375000 Penalty: 4883.860840
	Iteration 37Q: 3 clusters Score -1725300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1725302.375000 Penalty: 4883.860840
	Iteration 38Q: 3 clusters Score -1725302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1725299.375000 Penalty: 4883.860840
	Iteration 39Q: 3 clusters Score -1725299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1725297.625000 Penalty: 4883.860840
	Iteration 40F: 3 clusters Score -1725298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1725296.875000 Penalty: 4883.860840
	Iteration 41Q: 3 clusters Score -1725297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1725300.750000 Penalty: 4883.860840
	Iteration 42Q: 3 clusters Score -1725301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1725302.000000 Penalty: 4883.860840
	Iteration 43Q: 3 clusters Score -1725302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1725299.250000 Penalty: 4883.860840
	Iteration 44Q: 3 clusters Score -1725299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1725297.375000 Penalty: 4883.860840
	Iteration 45Q: 3 clusters Score -1725297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1725297.875000 Penalty: 4883.860840
	Iteration 46Q: 3 clusters Score -1725298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1725297.375000 Penalty: 4883.860840
	Iteration 47Q: 3 clusters Score -1725297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1725296.250000 Penalty: 4883.860840
	Iteration 48Q: 3 clusters Score -1725296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1725300.375000 Penalty: 4883.860840
	Iteration 49Q: 3 clusters Score -1725300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1725300.375000 Penalty: 4883.860840
	Iteration 50F: 3 clusters Score -1725300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Entering Unmasked Estep 
Score: -83884640.000000 Penalty: 95291.085938
Splitting cluster 12 changes total score from -83759088.000000 to -83884640.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -1455618.875000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -1455619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1444867.875000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -1444868 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1448822.375000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -1448822 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1450205.125000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -1450205 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1453925.375000 Penalty: 4767.451660
	Iteration 3F: 3 clusters Score -1453925 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1458876.250000 Penalty: 4767.451660
	Iteration 4F: 3 clusters Score -1458876 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1461495.250000 Penalty: 4767.451660
	Iteration 5F: 3 clusters Score -1461495 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1462066.875000 Penalty: 4767.451660
	Iteration 6F: 3 clusters Score -1462067 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1462172.125000 Penalty: 4767.451660
	Iteration 7Q: 3 clusters Score -1462172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1462201.750000 Penalty: 4767.451660
	Iteration 8Q: 3 clusters Score -1462202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1462202.750000 Penalty: 4767.451660
	Iteration 9Q: 3 clusters Score -1462203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1462200.250000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -1462200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1462202.750000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -1462203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1462207.875000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -1462208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1462203.375000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -1462203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1462209.375000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -1462209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1462210.500000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -1462210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1462211.125000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -1462211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1462207.750000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -1462208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1462212.875000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -1462213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1462212.125000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -1462212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1462212.125000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -1462212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Entering Unmasked Estep 
Score: -83890384.000000 Penalty: 98694.335938
Splitting cluster 13 changes total score from -83759088.000000 to -83890384.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (36157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Entering Unmasked Estep 
Score: -3457058.750000 Penalty: 2602.915039
	Iteration 0F: 2 clusters Score -3457059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3432532.500000 Penalty: 5205.830078
	Iteration 0F: 3 clusters Score -3432532 nChanged 16439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3441715.000000 Penalty: 5205.830078
	Iteration 1F: 3 clusters Score -3441715 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3442465.000000 Penalty: 5205.830078
	Iteration 2Q: 3 clusters Score -3442465 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3443440.750000 Penalty: 5205.830078
	Iteration 3Q: 3 clusters Score -3443441 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3444989.250000 Penalty: 5205.830078
	Iteration 4F: 3 clusters Score -3444989 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3447475.000000 Penalty: 5205.830078
	Iteration 5F: 3 clusters Score -3447475 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3450687.250000 Penalty: 5205.830078
	Iteration 6F: 3 clusters Score -3450687 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3453705.500000 Penalty: 5205.830078
	Iteration 7F: 3 clusters Score -3453706 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3455876.750000 Penalty: 5205.830078
	Iteration 8F: 3 clusters Score -3455877 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3457175.750000 Penalty: 5205.830078
	Iteration 9Q: 3 clusters Score -3457176 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3458012.250000 Penalty: 5205.830078
	Iteration 10Q: 3 clusters Score -3458012 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3458590.750000 Penalty: 5205.830078
	Iteration 11Q: 3 clusters Score -3458591 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3458945.500000 Penalty: 5205.830078
	Iteration 12Q: 3 clusters Score -3458946 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -3459186.000000 Penalty: 5205.830078
	Iteration 13Q: 3 clusters Score -3459186 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -3459339.500000 Penalty: 5205.830078
	Iteration 14Q: 3 clusters Score -3459340 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -3459405.500000 Penalty: 5205.830078
	Iteration 15Q: 3 clusters Score -3459406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -3459465.000000 Penalty: 5205.830078
	Iteration 16Q: 3 clusters Score -3459465 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -3459516.250000 Penalty: 5205.830078
	Iteration 17Q: 3 clusters Score -3459516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -3459534.000000 Penalty: 5205.830078
	Iteration 18Q: 3 clusters Score -3459534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3459543.000000 Penalty: 5205.830078
	Iteration 19Q: 3 clusters Score -3459543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3459544.500000 Penalty: 5205.830078
	Iteration 20F: 3 clusters Score -3459544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3459549.000000 Penalty: 5205.830078
	Iteration 21Q: 3 clusters Score -3459549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -3459553.000000 Penalty: 5205.830078
	Iteration 22Q: 3 clusters Score -3459553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3459552.250000 Penalty: 5205.830078
	Iteration 23Q: 3 clusters Score -3459552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3459552.250000 Penalty: 5205.830078
	Iteration 24Q: 3 clusters Score -3459552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3459559.250000 Penalty: 5205.830078
	Iteration 25Q: 3 clusters Score -3459559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3459553.750000 Penalty: 5205.830078
	Iteration 26Q: 3 clusters Score -3459554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -3459559.000000 Penalty: 5205.830078
	Iteration 27Q: 3 clusters Score -3459559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -3459562.750000 Penalty: 5205.830078
	Iteration 28Q: 3 clusters Score -3459563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -3459562.500000 Penalty: 5205.830078
	Iteration 29Q: 3 clusters Score -3459562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3459563.000000 Penalty: 5205.830078
	Iteration 30Q: 3 clusters Score -3459563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3459561.750000 Penalty: 5205.830078
	Iteration 31Q: 3 clusters Score -3459562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3459564.750000 Penalty: 5205.830078
	Iteration 32Q: 3 clusters Score -3459565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3459564.750000 Penalty: 5205.830078
	Iteration 33F: 3 clusters Score -3459565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 15590 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33666 members 
Entering Unmasked Estep 
Score: -83892208.000000 Penalty: 102097.593750
Splitting cluster 14 changes total score from -83759088.000000 to -83892208.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (15590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Entering Unmasked Estep 
Score: -1519643.875000 Penalty: 2394.287354
	Iteration 0F: 2 clusters Score -1519644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1508562.250000 Penalty: 4788.574707
	Iteration 0F: 3 clusters Score -1508562 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1512789.625000 Penalty: 4788.574707
	Iteration 1F: 3 clusters Score -1512790 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1513546.625000 Penalty: 4788.574707
	Iteration 2F: 3 clusters Score -1513547 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1514145.625000 Penalty: 4788.574707
	Iteration 3F: 3 clusters Score -1514146 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1514826.000000 Penalty: 4788.574707
	Iteration 4F: 3 clusters Score -1514826 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1516156.000000 Penalty: 4788.574707
	Iteration 5F: 3 clusters Score -1516156 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1519840.875000 Penalty: 4788.574707
	Iteration 6F: 3 clusters Score -1519841 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1529780.500000 Penalty: 4788.574707
	Iteration 7F: 3 clusters Score -1529780 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1539081.250000 Penalty: 4788.574707
	Iteration 8F: 3 clusters Score -1539081 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1539993.000000 Penalty: 4788.574707
	Iteration 9Q: 3 clusters Score -1539993 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1540198.750000 Penalty: 4788.574707
	Iteration 10Q: 3 clusters Score -1540199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1540294.375000 Penalty: 4788.574707
	Iteration 11Q: 3 clusters Score -1540294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1540363.250000 Penalty: 4788.574707
	Iteration 12Q: 3 clusters Score -1540363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1540397.125000 Penalty: 4788.574707
	Iteration 13Q: 3 clusters Score -1540397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1540440.375000 Penalty: 4788.574707
	Iteration 14Q: 3 clusters Score -1540440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1540482.625000 Penalty: 4788.574707
	Iteration 15Q: 3 clusters Score -1540483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1540530.500000 Penalty: 4788.574707
	Iteration 16Q: 3 clusters Score -1540530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1540568.750000 Penalty: 4788.574707
	Iteration 17Q: 3 clusters Score -1540569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1540604.625000 Penalty: 4788.574707
	Iteration 18Q: 3 clusters Score -1540605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1540620.625000 Penalty: 4788.574707
	Iteration 19Q: 3 clusters Score -1540621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1540622.250000 Penalty: 4788.574707
	Iteration 20F: 3 clusters Score -1540622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1540629.250000 Penalty: 4788.574707
	Iteration 21Q: 3 clusters Score -1540629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1540634.750000 Penalty: 4788.574707
	Iteration 22Q: 3 clusters Score -1540635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1540632.625000 Penalty: 4788.574707
	Iteration 23Q: 3 clusters Score -1540633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1540635.125000 Penalty: 4788.574707
	Iteration 24Q: 3 clusters Score -1540635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1540635.125000 Penalty: 4788.574707
	Iteration 25F: 3 clusters Score -1540635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33666 members 
Mstep: Class 31 contains 2015 members 
Entering Unmasked Estep 
Score: -83912656.000000 Penalty: 105500.843750
Splitting cluster 15 changes total score from -83759088.000000 to -83912656.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (8867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Entering Unmasked Estep 
Score: -766788.812500 Penalty: 2254.342773
	Iteration 0F: 2 clusters Score -766788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -759975.375000 Penalty: 4508.685547
	Iteration 0F: 3 clusters Score -759975.4 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -762622.125000 Penalty: 4508.685547
	Iteration 1F: 3 clusters Score -762622.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -763789.937500 Penalty: 4508.685547
	Iteration 2F: 3 clusters Score -763789.9 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -765571.875000 Penalty: 4508.685547
	Iteration 3F: 3 clusters Score -765571.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -768282.312500 Penalty: 4508.685547
	Iteration 4F: 3 clusters Score -768282.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -770416.125000 Penalty: 4508.685547
	Iteration 5F: 3 clusters Score -770416.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -771880.125000 Penalty: 4508.685547
	Iteration 6F: 3 clusters Score -771880.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -773303.375000 Penalty: 4508.685547
	Iteration 7F: 3 clusters Score -773303.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -774903.875000 Penalty: 4508.685547
	Iteration 8Q: 3 clusters Score -774903.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -776486.750000 Penalty: 4508.685547
	Iteration 9Q: 3 clusters Score -776486.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -777946.937500 Penalty: 4508.685547
	Iteration 10Q: 3 clusters Score -777946.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -778635.250000 Penalty: 4508.685547
	Iteration 11Q: 3 clusters Score -778635.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -778679.562500 Penalty: 4508.685547
	Iteration 12Q: 3 clusters Score -778679.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -778686.875000 Penalty: 4508.685547
	Iteration 13Q: 3 clusters Score -778686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -778688.125000 Penalty: 4508.685547
	Iteration 14Q: 3 clusters Score -778688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -778690.312500 Penalty: 4508.685547
	Iteration 15Q: 3 clusters Score -778690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -778690.250000 Penalty: 4508.685547
	Iteration 16Q: 3 clusters Score -778690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -778693.312500 Penalty: 4508.685547
	Iteration 17Q: 3 clusters Score -778693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -778692.437500 Penalty: 4508.685547
	Iteration 18Q: 3 clusters Score -778692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -778692.437500 Penalty: 4508.685547
	Iteration 19F: 3 clusters Score -778692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33666 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 3633 members 
Entering Unmasked Estep 
Score: -83923424.000000 Penalty: 108904.093750
Splitting cluster 16 changes total score from -83759088.000000 to -83923424.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (23734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Entering Unmasked Estep 
Score: -2163146.500000 Penalty: 2498.516602
	Iteration 0F: 2 clusters Score -2163146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2146703.750000 Penalty: 4997.033203
	Iteration 0F: 3 clusters Score -2146704 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2154802.500000 Penalty: 4997.033203
	Iteration 1F: 3 clusters Score -2154802 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2159093.000000 Penalty: 4997.033203
	Iteration 2F: 3 clusters Score -2159093 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2163792.750000 Penalty: 4997.033203
	Iteration 3F: 3 clusters Score -2163793 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2167020.500000 Penalty: 4997.033203
	Iteration 4F: 3 clusters Score -2167020 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2168902.000000 Penalty: 4997.033203
	Iteration 5F: 3 clusters Score -2168902 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2170519.000000 Penalty: 4997.033203
	Iteration 6Q: 3 clusters Score -2170519 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2172529.750000 Penalty: 4997.033203
	Iteration 7Q: 3 clusters Score -2172530 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2174397.500000 Penalty: 4997.033203
	Iteration 8Q: 3 clusters Score -2174398 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2175194.500000 Penalty: 4997.033203
	Iteration 9Q: 3 clusters Score -2175194 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2175545.000000 Penalty: 4997.033203
	Iteration 10Q: 3 clusters Score -2175545 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2176074.000000 Penalty: 4997.033203
	Iteration 11Q: 3 clusters Score -2176074 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2177694.750000 Penalty: 4997.033203
	Iteration 12Q: 3 clusters Score -2177695 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2178584.000000 Penalty: 4997.033203
	Iteration 13Q: 3 clusters Score -2178584 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2178689.000000 Penalty: 4997.033203
	Iteration 14Q: 3 clusters Score -2178689 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2178759.500000 Penalty: 4997.033203
	Iteration 15Q: 3 clusters Score -2178760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2178787.750000 Penalty: 4997.033203
	Iteration 16Q: 3 clusters Score -2178788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2178801.000000 Penalty: 4997.033203
	Iteration 17Q: 3 clusters Score -2178801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2178810.000000 Penalty: 4997.033203
	Iteration 18Q: 3 clusters Score -2178810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2178820.000000 Penalty: 4997.033203
	Iteration 19Q: 3 clusters Score -2178820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2178824.500000 Penalty: 4997.033203
	Iteration 20F: 3 clusters Score -2178824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2178826.500000 Penalty: 4997.033203
	Iteration 21Q: 3 clusters Score -2178826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2178822.500000 Penalty: 4997.033203
	Iteration 22Q: 3 clusters Score -2178822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2178818.250000 Penalty: 4997.033203
	Iteration 23Q: 3 clusters Score -2178818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2178821.500000 Penalty: 4997.033203
	Iteration 24Q: 3 clusters Score -2178822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2178821.500000 Penalty: 4997.033203
	Iteration 25F: 3 clusters Score -2178822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 17963 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33666 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 3633 members 
Mstep: Class 33 contains 7756 members 
Entering Unmasked Estep 
Score: -83938784.000000 Penalty: 112307.351562
Splitting cluster 17 changes total score from -83759088.000000 to -83938784.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (17963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Entering Unmasked Estep 
Score: -1712042.500000 Penalty: 2429.425049
	Iteration 0F: 2 clusters Score -1712042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1699334.375000 Penalty: 4858.850098
	Iteration 0F: 3 clusters Score -1699334 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1703904.750000 Penalty: 4858.850098
	Iteration 1F: 3 clusters Score -1703905 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1704759.750000 Penalty: 4858.850098
	Iteration 2F: 3 clusters Score -1704760 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1705651.375000 Penalty: 4858.850098
	Iteration 3F: 3 clusters Score -1705651 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1706606.625000 Penalty: 4858.850098
	Iteration 4F: 3 clusters Score -1706607 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1707834.875000 Penalty: 4858.850098
	Iteration 5F: 3 clusters Score -1707835 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1709232.125000 Penalty: 4858.850098
	Iteration 6F: 3 clusters Score -1709232 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1710375.875000 Penalty: 4858.850098
	Iteration 7F: 3 clusters Score -1710376 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1711090.875000 Penalty: 4858.850098
	Iteration 8F: 3 clusters Score -1711091 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1711491.500000 Penalty: 4858.850098
	Iteration 9Q: 3 clusters Score -1711492 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1711689.375000 Penalty: 4858.850098
	Iteration 10Q: 3 clusters Score -1711689 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1711825.375000 Penalty: 4858.850098
	Iteration 11Q: 3 clusters Score -1711825 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1711929.875000 Penalty: 4858.850098
	Iteration 12Q: 3 clusters Score -1711930 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1711995.000000 Penalty: 4858.850098
	Iteration 13Q: 3 clusters Score -1711995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1712025.875000 Penalty: 4858.850098
	Iteration 14Q: 3 clusters Score -1712026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1712046.375000 Penalty: 4858.850098
	Iteration 15Q: 3 clusters Score -1712046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1712055.625000 Penalty: 4858.850098
	Iteration 16Q: 3 clusters Score -1712056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1712066.250000 Penalty: 4858.850098
	Iteration 17Q: 3 clusters Score -1712066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1712065.375000 Penalty: 4858.850098
	Iteration 18Q: 3 clusters Score -1712065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1712074.625000 Penalty: 4858.850098
	Iteration 19Q: 3 clusters Score -1712075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1712079.125000 Penalty: 4858.850098
	Iteration 20F: 3 clusters Score -1712079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1712080.500000 Penalty: 4858.850098
	Iteration 21Q: 3 clusters Score -1712080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1712081.625000 Penalty: 4858.850098
	Iteration 22Q: 3 clusters Score -1712082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1712085.875000 Penalty: 4858.850098
	Iteration 23Q: 3 clusters Score -1712086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1712087.750000 Penalty: 4858.850098
	Iteration 24Q: 3 clusters Score -1712088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1712083.875000 Penalty: 4858.850098
	Iteration 25Q: 3 clusters Score -1712084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1712083.750000 Penalty: 4858.850098
	Iteration 26Q: 3 clusters Score -1712084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1712083.375000 Penalty: 4858.850098
	Iteration 27Q: 3 clusters Score -1712083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1712086.250000 Penalty: 4858.850098
	Iteration 28Q: 3 clusters Score -1712086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1712086.250000 Penalty: 4858.850098
	Iteration 29F: 3 clusters Score -1712086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 19 contains 48668 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33666 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 3633 members 
Mstep: Class 33 contains 7756 members 
Mstep: Class 34 contains 8323 members 
Entering Unmasked Estep 
Score: -83937776.000000 Penalty: 115710.601562
Splitting cluster 18 changes total score from -83759088.000000 to -83937776.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (48668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Entering Unmasked Estep 
Score: -4789316.500000 Penalty: 2676.608643
	Iteration 0F: 2 clusters Score -4789316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4756496.000000 Penalty: 5353.217285
	Iteration 0F: 3 clusters Score -4756496 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4769495.500000 Penalty: 5353.217285
	Iteration 1F: 3 clusters Score -4769496 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4770728.000000 Penalty: 5353.217285
	Iteration 2F: 3 clusters Score -4770728 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4772582.000000 Penalty: 5353.217285
	Iteration 3F: 3 clusters Score -4772582 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4775326.500000 Penalty: 5353.217285
	Iteration 4F: 3 clusters Score -4775326 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4778927.000000 Penalty: 5353.217285
	Iteration 5F: 3 clusters Score -4778927 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4783111.000000 Penalty: 5353.217285
	Iteration 6F: 3 clusters Score -4783111 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4786966.000000 Penalty: 5353.217285
	Iteration 7F: 3 clusters Score -4786966 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4789428.500000 Penalty: 5353.217285
	Iteration 8F: 3 clusters Score -4789428 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4790691.000000 Penalty: 5353.217285
	Iteration 9Q: 3 clusters Score -4790691 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4791522.000000 Penalty: 5353.217285
	Iteration 10Q: 3 clusters Score -4791522 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4792339.000000 Penalty: 5353.217285
	Iteration 11Q: 3 clusters Score -4792339 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4793310.000000 Penalty: 5353.217285
	Iteration 12Q: 3 clusters Score -4793310 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4794332.000000 Penalty: 5353.217285
	Iteration 13Q: 3 clusters Score -4794332 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4795162.000000 Penalty: 5353.217285
	Iteration 14Q: 3 clusters Score -4795162 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4795500.000000 Penalty: 5353.217285
	Iteration 15Q: 3 clusters Score -4795500 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4795636.500000 Penalty: 5353.217285
	Iteration 16Q: 3 clusters Score -4795636 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4795650.500000 Penalty: 5353.217285
	Iteration 17Q: 3 clusters Score -4795650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -4795667.500000 Penalty: 5353.217285
	Iteration 18Q: 3 clusters Score -4795668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4795675.000000 Penalty: 5353.217285
	Iteration 19Q: 3 clusters Score -4795675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4795668.500000 Penalty: 5353.217285
	Iteration 20F: 3 clusters Score -4795668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -4795665.500000 Penalty: 5353.217285
	Iteration 21Q: 3 clusters Score -4795666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4795676.500000 Penalty: 5353.217285
	Iteration 22Q: 3 clusters Score -4795676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4795663.000000 Penalty: 5353.217285
	Iteration 23Q: 3 clusters Score -4795663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4795666.000000 Penalty: 5353.217285
	Iteration 24Q: 3 clusters Score -4795666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4795675.000000 Penalty: 5353.217285
	Iteration 25Q: 3 clusters Score -4795675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4795673.000000 Penalty: 5353.217285
	Iteration 26Q: 3 clusters Score -4795673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4795671.500000 Penalty: 5353.217285
	Iteration 27Q: 3 clusters Score -4795672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4795670.000000 Penalty: 5353.217285
	Iteration 28Q: 3 clusters Score -4795670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4795670.500000 Penalty: 5353.217285
	Iteration 29Q: 3 clusters Score -4795670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4795670.500000 Penalty: 5353.217285
	Iteration 30F: 3 clusters Score -4795670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 110678 members 
Mstep: Class 23 contains 69723 members 
Mstep: Class 24 contains 9448 members 
Mstep: Class 25 contains 36152 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 12458 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33666 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 3633 members 
Mstep: Class 33 contains 7756 members 
Mstep: Class 34 contains 8323 members 
Mstep: Class 35 contains 31978 members 
Entering Unmasked Estep 
Score: -83943520.000000 Penalty: 119113.859375
Splitting cluster 19 changes total score from -83759088.000000 to -83943520.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 56352 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 263839 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 9640 members 
Mstep: Class 19 contains 16690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83972976.000000 Penalty: 119113.859375
Iteration 39Q: 36 clusters Score -8.397298e+07 nChanged 37038
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 55894 members 
Mstep: Class 4 contains 12301 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 269477 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 10161 members 
Mstep: Class 11 contains 48172 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 13722 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 9441 members 
Mstep: Class 19 contains 17423 members 
Mstep: Class 20 contains 10871 members 
Mstep: Class 21 contains 42910 members 
Mstep: Class 22 contains 103627 members 
Mstep: Class 23 contains 69664 members 
Mstep: Class 24 contains 9421 members 
Mstep: Class 25 contains 35335 members 
Mstep: Class 26 contains 17247 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 12047 members 
Mstep: Class 29 contains 10306 members 
Mstep: Class 30 contains 33007 members 
Mstep: Class 31 contains 1911 members 
Mstep: Class 32 contains 3662 members 
Mstep: Class 33 contains 7453 members 
Mstep: Class 34 contains 8202 members 
Mstep: Class 35 contains 30460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83999256.000000 Penalty: 119113.859375
Iteration 40F: 36 clusters Score -8.399926e+07 nChanged 29013
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 54322 members 
Mstep: Class 4 contains 11887 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 266724 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 10075 members 
Mstep: Class 11 contains 48692 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 9344 members 
Mstep: Class 19 contains 17609 members 
Mstep: Class 20 contains 10479 members 
Mstep: Class 21 contains 45198 members 
Mstep: Class 22 contains 103184 members 
Mstep: Class 23 contains 69581 members 
Mstep: Class 24 contains 9663 members 
Mstep: Class 25 contains 36236 members 
Mstep: Class 26 contains 18180 members 
Mstep: Class 27 contains 12750 members 
Mstep: Class 28 contains 12428 members 
Mstep: Class 29 contains 10332 members 
Mstep: Class 30 contains 33070 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 3665 members 
Mstep: Class 33 contains 7317 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 30246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84010928.000000 Penalty: 119113.859375
Iteration 41Q: 36 clusters Score -8.401093e+07 nChanged 15966
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10799 members 
Mstep: Class 3 contains 53338 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 6 contains 264300 members 
Mstep: Class 7 contains 6053 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 8726 members 
Mstep: Class 10 contains 10055 members 
Mstep: Class 11 contains 49295 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 15231 members 
Mstep: Class 18 contains 9335 members 
Mstep: Class 19 contains 17878 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 47233 members 
Mstep: Class 22 contains 102671 members 
Mstep: Class 23 contains 69979 members 
Mstep: Class 24 contains 9768 members 
Mstep: Class 25 contains 36481 members 
Mstep: Class 26 contains 18818 members 
Mstep: Class 27 contains 13026 members 
Mstep: Class 28 contains 12553 members 
Mstep: Class 29 contains 10369 members 
Mstep: Class 30 contains 32984 members 
Mstep: Class 31 contains 2706 members 
Mstep: Class 32 contains 3671 members 
Mstep: Class 33 contains 7199 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 29881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84015120.000000 Penalty: 119113.859375
Iteration 42Q: 36 clusters Score -8.401512e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10891 members 
Mstep: Class 3 contains 52648 members 
Mstep: Class 4 contains 11503 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 262315 members 
Mstep: Class 7 contains 6022 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 8709 members 
Mstep: Class 10 contains 10023 members 
Mstep: Class 11 contains 49692 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 15028 members 
Mstep: Class 18 contains 9350 members 
Mstep: Class 19 contains 18171 members 
Mstep: Class 20 contains 9664 members 
Mstep: Class 21 contains 49080 members 
Mstep: Class 22 contains 102121 members 
Mstep: Class 23 contains 70377 members 
Mstep: Class 24 contains 9841 members 
Mstep: Class 25 contains 36589 members 
Mstep: Class 26 contains 19289 members 
Mstep: Class 27 contains 13315 members 
Mstep: Class 28 contains 12622 members 
Mstep: Class 29 contains 10402 members 
Mstep: Class 30 contains 32882 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 3682 members 
Mstep: Class 33 contains 7129 members 
Mstep: Class 34 contains 8393 members 
Mstep: Class 35 contains 29526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84018040.000000 Penalty: 119113.859375
Iteration 43Q: 36 clusters Score -8.401804e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10967 members 
Mstep: Class 3 contains 52163 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 260642 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 8717 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 49951 members 
Mstep: Class 12 contains 6358 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 13796 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 14844 members 
Mstep: Class 18 contains 9372 members 
Mstep: Class 19 contains 18488 members 
Mstep: Class 20 contains 9402 members 
Mstep: Class 21 contains 50789 members 
Mstep: Class 22 contains 101531 members 
Mstep: Class 23 contains 70770 members 
Mstep: Class 24 contains 9897 members 
Mstep: Class 25 contains 36622 members 
Mstep: Class 26 contains 19670 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 12652 members 
Mstep: Class 29 contains 10423 members 
Mstep: Class 30 contains 32805 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 3688 members 
Mstep: Class 33 contains 7076 members 
Mstep: Class 34 contains 8359 members 
Mstep: Class 35 contains 29178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84020048.000000 Penalty: 119113.859375
Iteration 44Q: 36 clusters Score -8.402005e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 51772 members 
Mstep: Class 4 contains 11379 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 259203 members 
Mstep: Class 7 contains 5988 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 8750 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 50100 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 13804 members 
Mstep: Class 16 contains 6242 members 
Mstep: Class 17 contains 14703 members 
Mstep: Class 18 contains 9396 members 
Mstep: Class 19 contains 18756 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 52305 members 
Mstep: Class 22 contains 101024 members 
Mstep: Class 23 contains 71128 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 36606 members 
Mstep: Class 26 contains 19991 members 
Mstep: Class 27 contains 13823 members 
Mstep: Class 28 contains 12658 members 
Mstep: Class 29 contains 10437 members 
Mstep: Class 30 contains 32711 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 3695 members 
Mstep: Class 33 contains 7048 members 
Mstep: Class 34 contains 8322 members 
Mstep: Class 35 contains 28821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84020640.000000 Penalty: 119113.859375
Iteration 45Q: 36 clusters Score -8.402064e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11106 members 
Mstep: Class 3 contains 51486 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 3280 members 
Mstep: Class 6 contains 257967 members 
Mstep: Class 7 contains 5977 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 50254 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 13813 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 14585 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 18965 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 53676 members 
Mstep: Class 22 contains 100493 members 
Mstep: Class 23 contains 71496 members 
Mstep: Class 24 contains 9971 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 20262 members 
Mstep: Class 27 contains 14053 members 
Mstep: Class 28 contains 12647 members 
Mstep: Class 29 contains 10447 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2875 members 
Mstep: Class 32 contains 3702 members 
Mstep: Class 33 contains 7023 members 
Mstep: Class 34 contains 8290 members 
Mstep: Class 35 contains 28449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84021536.000000 Penalty: 119113.859375
Iteration 46Q: 36 clusters Score -8.402154e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11189 members 
Mstep: Class 3 contains 51276 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 256848 members 
Mstep: Class 7 contains 5973 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8801 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 50351 members 
Mstep: Class 12 contains 6334 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 14481 members 
Mstep: Class 18 contains 9446 members 
Mstep: Class 19 contains 19166 members 
Mstep: Class 20 contains 8831 members 
Mstep: Class 21 contains 54896 members 
Mstep: Class 22 contains 100037 members 
Mstep: Class 23 contains 71844 members 
Mstep: Class 24 contains 9993 members 
Mstep: Class 25 contains 36474 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 14272 members 
Mstep: Class 28 contains 12640 members 
Mstep: Class 29 contains 10457 members 
Mstep: Class 30 contains 32500 members 
Mstep: Class 31 contains 2880 members 
Mstep: Class 32 contains 3709 members 
Mstep: Class 33 contains 7001 members 
Mstep: Class 34 contains 8262 members 
Mstep: Class 35 contains 28117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84022240.000000 Penalty: 119113.859375
Iteration 47Q: 36 clusters Score -8.402224e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11265 members 
Mstep: Class 3 contains 51129 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 255940 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 9553 members 
Mstep: Class 11 contains 50408 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 19353 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 55938 members 
Mstep: Class 22 contains 99607 members 
Mstep: Class 23 contains 72120 members 
Mstep: Class 24 contains 10015 members 
Mstep: Class 25 contains 36420 members 
Mstep: Class 26 contains 20692 members 
Mstep: Class 27 contains 14493 members 
Mstep: Class 28 contains 12622 members 
Mstep: Class 29 contains 10462 members 
Mstep: Class 30 contains 32401 members 
Mstep: Class 31 contains 2881 members 
Mstep: Class 32 contains 3716 members 
Mstep: Class 33 contains 6982 members 
Mstep: Class 34 contains 8252 members 
Mstep: Class 35 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84022968.000000 Penalty: 119113.859375
Iteration 48Q: 36 clusters Score -8.402297e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 51015 members 
Mstep: Class 4 contains 11265 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 255090 members 
Mstep: Class 7 contains 5957 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8835 members 
Mstep: Class 10 contains 9525 members 
Mstep: Class 11 contains 50451 members 
Mstep: Class 12 contains 6323 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 13828 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 14286 members 
Mstep: Class 18 contains 9492 members 
Mstep: Class 19 contains 19549 members 
Mstep: Class 20 contains 8604 members 
Mstep: Class 21 contains 56909 members 
Mstep: Class 22 contains 99202 members 
Mstep: Class 23 contains 72380 members 
Mstep: Class 24 contains 10030 members 
Mstep: Class 25 contains 36347 members 
Mstep: Class 26 contains 20880 members 
Mstep: Class 27 contains 14681 members 
Mstep: Class 28 contains 12618 members 
Mstep: Class 29 contains 10464 members 
Mstep: Class 30 contains 32337 members 
Mstep: Class 31 contains 2881 members 
Mstep: Class 32 contains 3727 members 
Mstep: Class 33 contains 6960 members 
Mstep: Class 34 contains 8237 members 
Mstep: Class 35 contains 27475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84023304.000000 Penalty: 119113.859375
Iteration 49Q: 36 clusters Score -8.40233e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 50943 members 
Mstep: Class 4 contains 11255 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 254317 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8856 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 50454 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 13831 members 
Mstep: Class 16 contains 6516 members 
Mstep: Class 17 contains 14199 members 
Mstep: Class 18 contains 9514 members 
Mstep: Class 19 contains 19717 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 57725 members 
Mstep: Class 22 contains 98793 members 
Mstep: Class 23 contains 72654 members 
Mstep: Class 24 contains 10038 members 
Mstep: Class 25 contains 36300 members 
Mstep: Class 26 contains 21085 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 12589 members 
Mstep: Class 29 contains 10467 members 
Mstep: Class 30 contains 32276 members 
Mstep: Class 31 contains 2883 members 
Mstep: Class 32 contains 3737 members 
Mstep: Class 33 contains 6943 members 
Mstep: Class 34 contains 8219 members 
Mstep: Class 35 contains 27201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84023912.000000 Penalty: 119113.859375
Iteration 50Q: 36 clusters Score -8.402391e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 50867 members 
Mstep: Class 4 contains 11250 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 253584 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 50411 members 
Mstep: Class 12 contains 6336 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 13834 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 14120 members 
Mstep: Class 18 contains 9532 members 
Mstep: Class 19 contains 19882 members 
Mstep: Class 20 contains 8361 members 
Mstep: Class 21 contains 58490 members 
Mstep: Class 22 contains 98388 members 
Mstep: Class 23 contains 72924 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 36268 members 
Mstep: Class 26 contains 21265 members 
Mstep: Class 27 contains 15046 members 
Mstep: Class 28 contains 12564 members 
Mstep: Class 29 contains 10468 members 
Mstep: Class 30 contains 32247 members 
Mstep: Class 31 contains 2889 members 
Mstep: Class 32 contains 3743 members 
Mstep: Class 33 contains 6930 members 
Mstep: Class 34 contains 8213 members 
Mstep: Class 35 contains 26932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84024272.000000 Penalty: 119113.859375
Iteration 51Q: 36 clusters Score -8.402427e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 50784 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 252889 members 
Mstep: Class 7 contains 5936 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8895 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 50351 members 
Mstep: Class 12 contains 6338 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 13836 members 
Mstep: Class 16 contains 6579 members 
Mstep: Class 17 contains 14061 members 
Mstep: Class 18 contains 9552 members 
Mstep: Class 19 contains 20043 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 59210 members 
Mstep: Class 22 contains 98057 members 
Mstep: Class 23 contains 73187 members 
Mstep: Class 24 contains 10068 members 
Mstep: Class 25 contains 36225 members 
Mstep: Class 26 contains 21410 members 
Mstep: Class 27 contains 15242 members 
Mstep: Class 28 contains 12530 members 
Mstep: Class 29 contains 10468 members 
Mstep: Class 30 contains 32216 members 
Mstep: Class 31 contains 2895 members 
Mstep: Class 32 contains 3750 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 8194 members 
Mstep: Class 35 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84024568.000000 Penalty: 119113.859375
Iteration 52Q: 36 clusters Score -8.402457e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11621 members 
Mstep: Class 3 contains 50711 members 
Mstep: Class 4 contains 11232 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 252319 members 
Mstep: Class 7 contains 5928 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8914 members 
Mstep: Class 10 contains 9739 members 
Mstep: Class 11 contains 50299 members 
Mstep: Class 12 contains 6341 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 13840 members 
Mstep: Class 16 contains 6601 members 
Mstep: Class 17 contains 13992 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 20204 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 59849 members 
Mstep: Class 22 contains 97706 members 
Mstep: Class 23 contains 73389 members 
Mstep: Class 24 contains 10078 members 
Mstep: Class 25 contains 36174 members 
Mstep: Class 26 contains 21577 members 
Mstep: Class 27 contains 15401 members 
Mstep: Class 28 contains 12496 members 
Mstep: Class 29 contains 10468 members 
Mstep: Class 30 contains 32197 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 3761 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 8182 members 
Mstep: Class 35 contains 26479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84024864.000000 Penalty: 119113.859375
Iteration 53Q: 36 clusters Score -8.402486e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 50654 members 
Mstep: Class 4 contains 11223 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 251747 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8940 members 
Mstep: Class 10 contains 9798 members 
Mstep: Class 11 contains 50219 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 6630 members 
Mstep: Class 17 contains 13928 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 20341 members 
Mstep: Class 20 contains 8023 members 
Mstep: Class 21 contains 60434 members 
Mstep: Class 22 contains 97379 members 
Mstep: Class 23 contains 73623 members 
Mstep: Class 24 contains 10080 members 
Mstep: Class 25 contains 36139 members 
Mstep: Class 26 contains 21744 members 
Mstep: Class 27 contains 15576 members 
Mstep: Class 28 contains 12480 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 32173 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3768 members 
Mstep: Class 33 contains 6884 members 
Mstep: Class 34 contains 8163 members 
Mstep: Class 35 contains 26298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84025240.000000 Penalty: 119113.859375
Iteration 54Q: 36 clusters Score -8.402524e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 50615 members 
Mstep: Class 4 contains 11221 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 251224 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 8973 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 6643 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 9609 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 7926 members 
Mstep: Class 21 contains 60997 members 
Mstep: Class 22 contains 97106 members 
Mstep: Class 23 contains 73818 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 21858 members 
Mstep: Class 27 contains 15750 members 
Mstep: Class 28 contains 12462 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 32154 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 6869 members 
Mstep: Class 34 contains 8155 members 
Mstep: Class 35 contains 26132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84025520.000000 Penalty: 119113.859375
Iteration 55Q: 36 clusters Score -8.402552e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 50583 members 
Mstep: Class 4 contains 11216 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 250736 members 
Mstep: Class 7 contains 5905 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 50031 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 6660 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 9620 members 
Mstep: Class 19 contains 20558 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 61462 members 
Mstep: Class 22 contains 96883 members 
Mstep: Class 23 contains 73986 members 
Mstep: Class 24 contains 10092 members 
Mstep: Class 25 contains 36087 members 
Mstep: Class 26 contains 21979 members 
Mstep: Class 27 contains 15916 members 
Mstep: Class 28 contains 12438 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 32146 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3787 members 
Mstep: Class 33 contains 6861 members 
Mstep: Class 34 contains 8151 members 
Mstep: Class 35 contains 25981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84025848.000000 Penalty: 119113.859375
Iteration 56Q: 36 clusters Score -8.402585e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11788 members 
Mstep: Class 3 contains 50560 members 
Mstep: Class 4 contains 11223 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 250309 members 
Mstep: Class 7 contains 5900 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 49953 members 
Mstep: Class 12 contains 6352 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 13845 members 
Mstep: Class 16 contains 6680 members 
Mstep: Class 17 contains 13726 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 20630 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 61901 members 
Mstep: Class 22 contains 96628 members 
Mstep: Class 23 contains 74146 members 
Mstep: Class 24 contains 10095 members 
Mstep: Class 25 contains 36068 members 
Mstep: Class 26 contains 22094 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 12425 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 32131 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3793 members 
Mstep: Class 33 contains 6854 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 25867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84026048.000000 Penalty: 119113.859375
Iteration 57Q: 36 clusters Score -8.402605e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 50539 members 
Mstep: Class 4 contains 11226 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 249915 members 
Mstep: Class 7 contains 5893 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 49856 members 
Mstep: Class 12 contains 6355 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 13847 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 13650 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 20687 members 
Mstep: Class 20 contains 7679 members 
Mstep: Class 21 contains 62302 members 
Mstep: Class 22 contains 96411 members 
Mstep: Class 23 contains 74312 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 36052 members 
Mstep: Class 26 contains 22202 members 
Mstep: Class 27 contains 16218 members 
Mstep: Class 28 contains 12415 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 32119 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3800 members 
Mstep: Class 33 contains 6844 members 
Mstep: Class 34 contains 8138 members 
Mstep: Class 35 contains 25768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84026448.000000 Penalty: 119113.859375
Iteration 58Q: 36 clusters Score -8.402645e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 50524 members 
Mstep: Class 4 contains 11227 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 249554 members 
Mstep: Class 7 contains 5884 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 10067 members 
Mstep: Class 11 contains 49768 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 13847 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 13589 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 20730 members 
Mstep: Class 20 contains 7605 members 
Mstep: Class 21 contains 62682 members 
Mstep: Class 22 contains 96191 members 
Mstep: Class 23 contains 74495 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 36024 members 
Mstep: Class 26 contains 22261 members 
Mstep: Class 27 contains 16350 members 
Mstep: Class 28 contains 12399 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 32112 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3804 members 
Mstep: Class 33 contains 6836 members 
Mstep: Class 34 contains 8132 members 
Mstep: Class 35 contains 25710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84026664.000000 Penalty: 119113.859375
Iteration 59Q: 36 clusters Score -8.402666e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 11231 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 249233 members 
Mstep: Class 7 contains 5874 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 10136 members 
Mstep: Class 11 contains 49693 members 
Mstep: Class 12 contains 6359 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 13533 members 
Mstep: Class 18 contains 9681 members 
Mstep: Class 19 contains 20748 members 
Mstep: Class 20 contains 7523 members 
Mstep: Class 21 contains 63026 members 
Mstep: Class 22 contains 95993 members 
Mstep: Class 23 contains 74644 members 
Mstep: Class 24 contains 10110 members 
Mstep: Class 25 contains 36000 members 
Mstep: Class 26 contains 22319 members 
Mstep: Class 27 contains 16459 members 
Mstep: Class 28 contains 12389 members 
Mstep: Class 29 contains 10471 members 
Mstep: Class 30 contains 32115 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 3807 members 
Mstep: Class 33 contains 6827 members 
Mstep: Class 34 contains 8130 members 
Mstep: Class 35 contains 25655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84027704.000000 Penalty: 119113.859375
Iteration 60F: 36 clusters Score -8.40277e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 50477 members 
Mstep: Class 4 contains 11230 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 248910 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 49625 members 
Mstep: Class 12 contains 6366 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3569 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 9688 members 
Mstep: Class 19 contains 20754 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 63351 members 
Mstep: Class 22 contains 95817 members 
Mstep: Class 23 contains 74784 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 35998 members 
Mstep: Class 26 contains 22397 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 10471 members 
Mstep: Class 30 contains 32112 members 
Mstep: Class 31 contains 2934 members 
Mstep: Class 32 contains 3810 members 
Mstep: Class 33 contains 6817 members 
Mstep: Class 34 contains 8139 members 
Mstep: Class 35 contains 25605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84028496.000000 Penalty: 119113.859375
Iteration 61Q: 36 clusters Score -8.40285e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11895 members 
Mstep: Class 3 contains 50497 members 
Mstep: Class 4 contains 11237 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 248610 members 
Mstep: Class 7 contains 5847 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 9183 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 49610 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 9693 members 
Mstep: Class 19 contains 20794 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 63676 members 
Mstep: Class 22 contains 95697 members 
Mstep: Class 23 contains 74904 members 
Mstep: Class 24 contains 10118 members 
Mstep: Class 25 contains 35986 members 
Mstep: Class 26 contains 22495 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 10471 members 
Mstep: Class 30 contains 32113 members 
Mstep: Class 31 contains 2949 members 
Mstep: Class 32 contains 3812 members 
Mstep: Class 33 contains 6806 members 
Mstep: Class 34 contains 8142 members 
Mstep: Class 35 contains 25546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84029376.000000 Penalty: 119113.859375
Iteration 62Q: 36 clusters Score -8.402938e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 50522 members 
Mstep: Class 4 contains 11240 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 248328 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 49578 members 
Mstep: Class 12 contains 6368 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 13279 members 
Mstep: Class 18 contains 9704 members 
Mstep: Class 19 contains 20864 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 64003 members 
Mstep: Class 22 contains 95567 members 
Mstep: Class 23 contains 75028 members 
Mstep: Class 24 contains 10124 members 
Mstep: Class 25 contains 35965 members 
Mstep: Class 26 contains 22588 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 12314 members 
Mstep: Class 29 contains 10471 members 
Mstep: Class 30 contains 32113 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 3813 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 25469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84029648.000000 Penalty: 119113.859375
Iteration 63Q: 36 clusters Score -8.402965e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 50568 members 
Mstep: Class 4 contains 11240 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 248055 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 10221 members 
Mstep: Class 11 contains 49538 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 3588 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 13193 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 20907 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 64292 members 
Mstep: Class 22 contains 95436 members 
Mstep: Class 23 contains 75165 members 
Mstep: Class 24 contains 10130 members 
Mstep: Class 25 contains 35943 members 
Mstep: Class 26 contains 22664 members 
Mstep: Class 27 contains 16786 members 
Mstep: Class 28 contains 12303 members 
Mstep: Class 29 contains 10472 members 
Mstep: Class 30 contains 32112 members 
Mstep: Class 31 contains 2966 members 
Mstep: Class 32 contains 3813 members 
Mstep: Class 33 contains 6805 members 
Mstep: Class 34 contains 8149 members 
Mstep: Class 35 contains 25411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030064.000000 Penalty: 119113.859375
Iteration 64Q: 36 clusters Score -8.403006e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 50619 members 
Mstep: Class 4 contains 11238 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 247796 members 
Mstep: Class 7 contains 5839 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 49499 members 
Mstep: Class 12 contains 6359 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 13849 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 9725 members 
Mstep: Class 19 contains 20935 members 
Mstep: Class 20 contains 6830 members 
Mstep: Class 21 contains 64575 members 
Mstep: Class 22 contains 95281 members 
Mstep: Class 23 contains 75293 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 22739 members 
Mstep: Class 27 contains 16854 members 
Mstep: Class 28 contains 12289 members 
Mstep: Class 29 contains 10473 members 
Mstep: Class 30 contains 32110 members 
Mstep: Class 31 contains 2972 members 
Mstep: Class 32 contains 3813 members 
Mstep: Class 33 contains 6800 members 
Mstep: Class 34 contains 8139 members 
Mstep: Class 35 contains 25365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030216.000000 Penalty: 119113.859375
Iteration 65Q: 36 clusters Score -8.403022e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 50662 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 4076 members 
Mstep: Class 6 contains 247571 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9261 members 
Mstep: Class 10 contains 10135 members 
Mstep: Class 11 contains 49445 members 
Mstep: Class 12 contains 6358 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 13059 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 20961 members 
Mstep: Class 20 contains 6801 members 
Mstep: Class 21 contains 64796 members 
Mstep: Class 22 contains 95188 members 
Mstep: Class 23 contains 75393 members 
Mstep: Class 24 contains 10148 members 
Mstep: Class 25 contains 35893 members 
Mstep: Class 26 contains 22825 members 
Mstep: Class 27 contains 16928 members 
Mstep: Class 28 contains 12267 members 
Mstep: Class 29 contains 10474 members 
Mstep: Class 30 contains 32112 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 3814 members 
Mstep: Class 33 contains 6800 members 
Mstep: Class 34 contains 8120 members 
Mstep: Class 35 contains 25311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030064.000000 Penalty: 119113.859375
Iteration 66Q: 36 clusters Score -8.403006e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 50709 members 
Mstep: Class 4 contains 11251 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 247357 members 
Mstep: Class 7 contains 5829 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9277 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 49417 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 3599 members 
Mstep: Class 15 contains 13845 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 20980 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 65011 members 
Mstep: Class 22 contains 95104 members 
Mstep: Class 23 contains 75484 members 
Mstep: Class 24 contains 10151 members 
Mstep: Class 25 contains 35865 members 
Mstep: Class 26 contains 22923 members 
Mstep: Class 27 contains 16970 members 
Mstep: Class 28 contains 12252 members 
Mstep: Class 29 contains 10475 members 
Mstep: Class 30 contains 32107 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 3814 members 
Mstep: Class 33 contains 6791 members 
Mstep: Class 34 contains 8109 members 
Mstep: Class 35 contains 25272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030088.000000 Penalty: 119113.859375
Iteration 67Q: 36 clusters Score -8.403009e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11843 members 
Mstep: Class 3 contains 50738 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 247170 members 
Mstep: Class 7 contains 5826 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9286 members 
Mstep: Class 10 contains 10115 members 
Mstep: Class 11 contains 49388 members 
Mstep: Class 12 contains 6359 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 3605 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 12924 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 20981 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 65218 members 
Mstep: Class 22 contains 95020 members 
Mstep: Class 23 contains 75568 members 
Mstep: Class 24 contains 10153 members 
Mstep: Class 25 contains 35832 members 
Mstep: Class 26 contains 23018 members 
Mstep: Class 27 contains 17015 members 
Mstep: Class 28 contains 12231 members 
Mstep: Class 29 contains 10475 members 
Mstep: Class 30 contains 32108 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 3814 members 
Mstep: Class 33 contains 6781 members 
Mstep: Class 34 contains 8096 members 
Mstep: Class 35 contains 25240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030352.000000 Penalty: 119113.859375
Iteration 68Q: 36 clusters Score -8.403035e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 50759 members 
Mstep: Class 4 contains 11267 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 246986 members 
Mstep: Class 7 contains 5826 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9305 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 49329 members 
Mstep: Class 12 contains 6362 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 3614 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 9788 members 
Mstep: Class 19 contains 20987 members 
Mstep: Class 20 contains 6723 members 
Mstep: Class 21 contains 65398 members 
Mstep: Class 22 contains 94962 members 
Mstep: Class 23 contains 75664 members 
Mstep: Class 24 contains 10150 members 
Mstep: Class 25 contains 35800 members 
Mstep: Class 26 contains 23092 members 
Mstep: Class 27 contains 17073 members 
Mstep: Class 28 contains 12213 members 
Mstep: Class 29 contains 10477 members 
Mstep: Class 30 contains 32108 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 3814 members 
Mstep: Class 33 contains 6778 members 
Mstep: Class 34 contains 8083 members 
Mstep: Class 35 contains 25215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030248.000000 Penalty: 119113.859375
Iteration 69Q: 36 clusters Score -8.403025e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 50787 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 246820 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9318 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 49273 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3617 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 12803 members 
Mstep: Class 18 contains 9808 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 6710 members 
Mstep: Class 21 contains 65575 members 
Mstep: Class 22 contains 94892 members 
Mstep: Class 23 contains 75746 members 
Mstep: Class 24 contains 10147 members 
Mstep: Class 25 contains 35770 members 
Mstep: Class 26 contains 23155 members 
Mstep: Class 27 contains 17133 members 
Mstep: Class 28 contains 12204 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32105 members 
Mstep: Class 31 contains 2975 members 
Mstep: Class 32 contains 3815 members 
Mstep: Class 33 contains 6771 members 
Mstep: Class 34 contains 8068 members 
Mstep: Class 35 contains 25198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030320.000000 Penalty: 119113.859375
Iteration 70Q: 36 clusters Score -8.403032e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 50810 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 4089 members 
Mstep: Class 6 contains 246675 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 10 contains 10111 members 
Mstep: Class 11 contains 49216 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 12763 members 
Mstep: Class 18 contains 9832 members 
Mstep: Class 19 contains 20999 members 
Mstep: Class 20 contains 6691 members 
Mstep: Class 21 contains 65736 members 
Mstep: Class 22 contains 94816 members 
Mstep: Class 23 contains 75822 members 
Mstep: Class 24 contains 10145 members 
Mstep: Class 25 contains 35749 members 
Mstep: Class 26 contains 23203 members 
Mstep: Class 27 contains 17189 members 
Mstep: Class 28 contains 12195 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32108 members 
Mstep: Class 31 contains 2975 members 
Mstep: Class 32 contains 3815 members 
Mstep: Class 33 contains 6769 members 
Mstep: Class 34 contains 8042 members 
Mstep: Class 35 contains 25182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030256.000000 Penalty: 119113.859375
Iteration 71Q: 36 clusters Score -8.403026e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11791 members 
Mstep: Class 3 contains 50826 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 246548 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9347 members 
Mstep: Class 10 contains 10124 members 
Mstep: Class 11 contains 49166 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3620 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 12734 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 20999 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 65907 members 
Mstep: Class 22 contains 94743 members 
Mstep: Class 23 contains 75878 members 
Mstep: Class 24 contains 10141 members 
Mstep: Class 25 contains 35726 members 
Mstep: Class 26 contains 23243 members 
Mstep: Class 27 contains 17239 members 
Mstep: Class 28 contains 12178 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32107 members 
Mstep: Class 31 contains 2976 members 
Mstep: Class 32 contains 3815 members 
Mstep: Class 33 contains 6764 members 
Mstep: Class 34 contains 8019 members 
Mstep: Class 35 contains 25172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030344.000000 Penalty: 119113.859375
Iteration 72Q: 36 clusters Score -8.403034e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 50847 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 246422 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9362 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 49114 members 
Mstep: Class 12 contains 6364 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3627 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 6676 members 
Mstep: Class 17 contains 12708 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 20996 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 66107 members 
Mstep: Class 22 contains 94653 members 
Mstep: Class 23 contains 75928 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 35707 members 
Mstep: Class 26 contains 23276 members 
Mstep: Class 27 contains 17288 members 
Mstep: Class 28 contains 12163 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32102 members 
Mstep: Class 31 contains 2976 members 
Mstep: Class 32 contains 3815 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7999 members 
Mstep: Class 35 contains 25150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030320.000000 Penalty: 119113.859375
Iteration 73Q: 36 clusters Score -8.403032e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 50864 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 246273 members 
Mstep: Class 7 contains 5825 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 10119 members 
Mstep: Class 11 contains 49061 members 
Mstep: Class 12 contains 6364 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 15 contains 13844 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 12679 members 
Mstep: Class 18 contains 9933 members 
Mstep: Class 19 contains 21004 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 66298 members 
Mstep: Class 22 contains 94580 members 
Mstep: Class 23 contains 75978 members 
Mstep: Class 24 contains 10137 members 
Mstep: Class 25 contains 35688 members 
Mstep: Class 26 contains 23317 members 
Mstep: Class 27 contains 17330 members 
Mstep: Class 28 contains 12152 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32101 members 
Mstep: Class 31 contains 2977 members 
Mstep: Class 32 contains 3816 members 
Mstep: Class 33 contains 6762 members 
Mstep: Class 34 contains 7957 members 
Mstep: Class 35 contains 25125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030368.000000 Penalty: 119113.859375
Iteration 74Q: 36 clusters Score -8.403037e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 50875 members 
Mstep: Class 4 contains 11277 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 246156 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9398 members 
Mstep: Class 10 contains 10126 members 
Mstep: Class 11 contains 49020 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 13845 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 12650 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 21004 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 66461 members 
Mstep: Class 22 contains 94509 members 
Mstep: Class 23 contains 76028 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 35663 members 
Mstep: Class 26 contains 23362 members 
Mstep: Class 27 contains 17360 members 
Mstep: Class 28 contains 12149 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32098 members 
Mstep: Class 31 contains 2978 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6763 members 
Mstep: Class 34 contains 7908 members 
Mstep: Class 35 contains 25108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030496.000000 Penalty: 119113.859375
Iteration 75Q: 36 clusters Score -8.40305e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 50894 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 246030 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 48984 members 
Mstep: Class 12 contains 6359 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3648 members 
Mstep: Class 15 contains 13845 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 12616 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 21012 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 66620 members 
Mstep: Class 22 contains 94442 members 
Mstep: Class 23 contains 76075 members 
Mstep: Class 24 contains 10141 members 
Mstep: Class 25 contains 35638 members 
Mstep: Class 26 contains 23396 members 
Mstep: Class 27 contains 17399 members 
Mstep: Class 28 contains 12135 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32092 members 
Mstep: Class 31 contains 2979 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6767 members 
Mstep: Class 34 contains 7857 members 
Mstep: Class 35 contains 25094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030456.000000 Penalty: 119113.859375
Iteration 76Q: 36 clusters Score -8.403046e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 50900 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 245930 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 10 contains 10123 members 
Mstep: Class 11 contains 48960 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 12585 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 21015 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 66746 members 
Mstep: Class 22 contains 94384 members 
Mstep: Class 23 contains 76112 members 
Mstep: Class 24 contains 10141 members 
Mstep: Class 25 contains 35620 members 
Mstep: Class 26 contains 23429 members 
Mstep: Class 27 contains 17426 members 
Mstep: Class 28 contains 12127 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32085 members 
Mstep: Class 31 contains 2979 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6766 members 
Mstep: Class 34 contains 7812 members 
Mstep: Class 35 contains 25085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030456.000000 Penalty: 119113.859375
Iteration 77Q: 36 clusters Score -8.403046e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11750 members 
Mstep: Class 3 contains 50903 members 
Mstep: Class 4 contains 11289 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 245827 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 48923 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3653 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 12558 members 
Mstep: Class 18 contains 10161 members 
Mstep: Class 19 contains 21013 members 
Mstep: Class 20 contains 6611 members 
Mstep: Class 21 contains 66895 members 
Mstep: Class 22 contains 94340 members 
Mstep: Class 23 contains 76145 members 
Mstep: Class 24 contains 10142 members 
Mstep: Class 25 contains 35608 members 
Mstep: Class 26 contains 23458 members 
Mstep: Class 27 contains 17456 members 
Mstep: Class 28 contains 12121 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32085 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6761 members 
Mstep: Class 34 contains 7757 members 
Mstep: Class 35 contains 25077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84030384.000000 Penalty: 119113.859375
Iteration 78Q: 36 clusters Score -8.403038e+07 nChanged 602
Entering ConstructFrom: 
Score: -84030384.000000 Penalty: 119113.859375
Entering ConstructFrom: 
Trying to split cluster 1 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -81734.234375 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -81734.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79996.562500 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -79996.56 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -80892.125000 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -80892.12 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -81619.679688 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -81619.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -82381.656250 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -82381.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -82706.515625 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -82706.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -83011.656250 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -83011.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -83228.937500 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -83228.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -83460.640625 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -83460.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -83919.835938 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -83919.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83990.304688 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -83990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -84021.296875 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -84021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -84023.796875 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -84023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -84050.984375 Penalty: 3445.222900
	Iteration 12F: 3 clusters Score -84050.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -84457.898438 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -84457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -84646.476562 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -84646.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -84653.843750 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -84653.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -84653.843750 Penalty: 3445.222900
	Iteration 16F: 3 clusters Score -84653.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 50907 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 245726 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Entering Unmasked Estep 
Score: -84031896.000000 Penalty: 122517.109375
Splitting cluster 1 changes total score from -84030384.000000 to -84031896.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -945625.875000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -945625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -936863.562500 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -936863.6 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -940180.625000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -940180.6 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -941346.750000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -941346.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -942290.750000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -942290.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -943161.187500 Penalty: 4648.148926
	Iteration 4F: 3 clusters Score -943161.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -943962.000000 Penalty: 4648.148926
	Iteration 5F: 3 clusters Score -943962 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -944575.250000 Penalty: 4648.148926
	Iteration 6F: 3 clusters Score -944575.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -944999.562500 Penalty: 4648.148926
	Iteration 7Q: 3 clusters Score -944999.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -945297.375000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -945297.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -945479.937500 Penalty: 4648.148926
	Iteration 9Q: 3 clusters Score -945479.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -945617.437500 Penalty: 4648.148926
	Iteration 10Q: 3 clusters Score -945617.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -945730.750000 Penalty: 4648.148926
	Iteration 11Q: 3 clusters Score -945730.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -945815.750000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -945815.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -945882.750000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -945882.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -945931.875000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -945931.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -945961.187500 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -945961.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -945978.937500 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -945978.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -945993.312500 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -945993.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -945998.750000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -945998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -946002.875000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -946002.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -946007.875000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -946007.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -946013.937500 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -946013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -946012.875000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -946012.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -946016.062500 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -946016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -946017.625000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -946017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -946023.125000 Penalty: 4648.148926
	Iteration 25Q: 3 clusters Score -946023.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -946023.625000 Penalty: 4648.148926
	Iteration 26Q: 3 clusters Score -946023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -946025.312500 Penalty: 4648.148926
	Iteration 27Q: 3 clusters Score -946025.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -946026.875000 Penalty: 4648.148926
	Iteration 28Q: 3 clusters Score -946026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -946029.750000 Penalty: 4648.148926
	Iteration 29Q: 3 clusters Score -946029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -946032.187500 Penalty: 4648.148926
	Iteration 30Q: 3 clusters Score -946032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -946029.875000 Penalty: 4648.148926
	Iteration 31Q: 3 clusters Score -946029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -946028.687500 Penalty: 4648.148926
	Iteration 32Q: 3 clusters Score -946028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -946030.000000 Penalty: 4648.148926
	Iteration 33Q: 3 clusters Score -946030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -946028.750000 Penalty: 4648.148926
	Iteration 34Q: 3 clusters Score -946028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -946029.125000 Penalty: 4648.148926
	Iteration 35Q: 3 clusters Score -946029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -946029.375000 Penalty: 4648.148926
	Iteration 36Q: 3 clusters Score -946029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -946030.125000 Penalty: 4648.148926
	Iteration 37Q: 3 clusters Score -946030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -946030.125000 Penalty: 4648.148926
	Iteration 38F: 3 clusters Score -946030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 50907 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 245726 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Entering Unmasked Estep 
Score: -84030936.000000 Penalty: 125920.359375
Splitting cluster 2 changes total score from -84030384.000000 to -84030936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (50907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Entering Unmasked Estep 
Score: -4919278.500000 Penalty: 2687.763428
	Iteration 0F: 2 clusters Score -4919278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -4885170.000000 Penalty: 5375.526855
	Iteration 0F: 3 clusters Score -4885170 nChanged 23388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4898869.500000 Penalty: 5375.526855
	Iteration 1F: 3 clusters Score -4898870 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4900471.000000 Penalty: 5375.526855
	Iteration 2F: 3 clusters Score -4900471 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4902673.000000 Penalty: 5375.526855
	Iteration 3F: 3 clusters Score -4902673 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4904995.000000 Penalty: 5375.526855
	Iteration 4F: 3 clusters Score -4904995 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4906976.500000 Penalty: 5375.526855
	Iteration 5F: 3 clusters Score -4906976 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4908481.500000 Penalty: 5375.526855
	Iteration 6F: 3 clusters Score -4908482 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4909656.500000 Penalty: 5375.526855
	Iteration 7Q: 3 clusters Score -4909656 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -4910627.000000 Penalty: 5375.526855
	Iteration 8Q: 3 clusters Score -4910627 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -4911594.500000 Penalty: 5375.526855
	Iteration 9Q: 3 clusters Score -4911594 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4912678.000000 Penalty: 5375.526855
	Iteration 10Q: 3 clusters Score -4912678 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -4913759.500000 Penalty: 5375.526855
	Iteration 11Q: 3 clusters Score -4913760 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -4914785.500000 Penalty: 5375.526855
	Iteration 12Q: 3 clusters Score -4914786 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -4915785.000000 Penalty: 5375.526855
	Iteration 13Q: 3 clusters Score -4915785 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -4916682.000000 Penalty: 5375.526855
	Iteration 14Q: 3 clusters Score -4916682 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -4917323.000000 Penalty: 5375.526855
	Iteration 15Q: 3 clusters Score -4917323 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -4917761.500000 Penalty: 5375.526855
	Iteration 16Q: 3 clusters Score -4917762 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -4918122.000000 Penalty: 5375.526855
	Iteration 17Q: 3 clusters Score -4918122 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -4918412.500000 Penalty: 5375.526855
	Iteration 18Q: 3 clusters Score -4918412 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -4918695.000000 Penalty: 5375.526855
	Iteration 19Q: 3 clusters Score -4918695 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -4918884.000000 Penalty: 5375.526855
	Iteration 20F: 3 clusters Score -4918884 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -4919061.000000 Penalty: 5375.526855
	Iteration 21Q: 3 clusters Score -4919061 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -4919159.500000 Penalty: 5375.526855
	Iteration 22Q: 3 clusters Score -4919160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -4919245.000000 Penalty: 5375.526855
	Iteration 23Q: 3 clusters Score -4919245 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -4919305.500000 Penalty: 5375.526855
	Iteration 24Q: 3 clusters Score -4919306 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -4919358.000000 Penalty: 5375.526855
	Iteration 25Q: 3 clusters Score -4919358 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -4919357.500000 Penalty: 5375.526855
	Iteration 26Q: 3 clusters Score -4919358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -4919394.000000 Penalty: 5375.526855
	Iteration 27Q: 3 clusters Score -4919394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -4919414.500000 Penalty: 5375.526855
	Iteration 28Q: 3 clusters Score -4919414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -4919419.000000 Penalty: 5375.526855
	Iteration 29Q: 3 clusters Score -4919419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -4919424.500000 Penalty: 5375.526855
	Iteration 30Q: 3 clusters Score -4919424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -4919436.000000 Penalty: 5375.526855
	Iteration 31Q: 3 clusters Score -4919436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -4919436.000000 Penalty: 5375.526855
	Iteration 32Q: 3 clusters Score -4919436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -4919435.000000 Penalty: 5375.526855
	Iteration 33Q: 3 clusters Score -4919435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -4919441.500000 Penalty: 5375.526855
	Iteration 34Q: 3 clusters Score -4919442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -4919447.500000 Penalty: 5375.526855
	Iteration 35Q: 3 clusters Score -4919448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -4919452.000000 Penalty: 5375.526855
	Iteration 36Q: 3 clusters Score -4919452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -4919463.000000 Penalty: 5375.526855
	Iteration 37Q: 3 clusters Score -4919463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -4919462.000000 Penalty: 5375.526855
	Iteration 38Q: 3 clusters Score -4919462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -4919464.000000 Penalty: 5375.526855
	Iteration 39Q: 3 clusters Score -4919464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -4919457.500000 Penalty: 5375.526855
	Iteration 40F: 3 clusters Score -4919458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -4919472.500000 Penalty: 5375.526855
	Iteration 41Q: 3 clusters Score -4919472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -4919476.000000 Penalty: 5375.526855
	Iteration 42Q: 3 clusters Score -4919476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -4919485.500000 Penalty: 5375.526855
	Iteration 43Q: 3 clusters Score -4919486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -4919483.000000 Penalty: 5375.526855
	Iteration 44Q: 3 clusters Score -4919483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -4919497.500000 Penalty: 5375.526855
	Iteration 45Q: 3 clusters Score -4919498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -4919504.500000 Penalty: 5375.526855
	Iteration 46Q: 3 clusters Score -4919504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -4919515.500000 Penalty: 5375.526855
	Iteration 47Q: 3 clusters Score -4919516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -4919518.000000 Penalty: 5375.526855
	Iteration 48Q: 3 clusters Score -4919518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -4919533.500000 Penalty: 5375.526855
	Iteration 49Q: 3 clusters Score -4919534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -4919528.500000 Penalty: 5375.526855
	Iteration 50Q: 3 clusters Score -4919528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -4919549.500000 Penalty: 5375.526855
	Iteration 51Q: 3 clusters Score -4919550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -4919561.500000 Penalty: 5375.526855
	Iteration 52Q: 3 clusters Score -4919562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -4919584.000000 Penalty: 5375.526855
	Iteration 53Q: 3 clusters Score -4919584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -4919611.000000 Penalty: 5375.526855
	Iteration 54Q: 3 clusters Score -4919611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -4919639.000000 Penalty: 5375.526855
	Iteration 55Q: 3 clusters Score -4919639 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -4919689.000000 Penalty: 5375.526855
	Iteration 56Q: 3 clusters Score -4919689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -4919706.000000 Penalty: 5375.526855
	Iteration 57Q: 3 clusters Score -4919706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -4919764.000000 Penalty: 5375.526855
	Iteration 58Q: 3 clusters Score -4919764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -4919773.000000 Penalty: 5375.526855
	Iteration 59Q: 3 clusters Score -4919773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -4919789.000000 Penalty: 5375.526855
	Iteration 60F: 3 clusters Score -4919789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -4919803.500000 Penalty: 5375.526855
	Iteration 61Q: 3 clusters Score -4919804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -4919806.500000 Penalty: 5375.526855
	Iteration 62Q: 3 clusters Score -4919806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -4919798.000000 Penalty: 5375.526855
	Iteration 63Q: 3 clusters Score -4919798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -4919796.000000 Penalty: 5375.526855
	Iteration 64Q: 3 clusters Score -4919796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -4919801.500000 Penalty: 5375.526855
	Iteration 65Q: 3 clusters Score -4919802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -4919799.500000 Penalty: 5375.526855
	Iteration 66Q: 3 clusters Score -4919800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -4919797.000000 Penalty: 5375.526855
	Iteration 67Q: 3 clusters Score -4919797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -4919794.500000 Penalty: 5375.526855
	Iteration 68Q: 3 clusters Score -4919794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -4919797.500000 Penalty: 5375.526855
	Iteration 69Q: 3 clusters Score -4919798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -4919799.500000 Penalty: 5375.526855
	Iteration 70Q: 3 clusters Score -4919800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -4919797.000000 Penalty: 5375.526855
	Iteration 71Q: 3 clusters Score -4919797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -4919797.500000 Penalty: 5375.526855
	Iteration 72Q: 3 clusters Score -4919798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -4919800.500000 Penalty: 5375.526855
	Iteration 73Q: 3 clusters Score -4919800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -4919800.500000 Penalty: 5375.526855
	Iteration 74F: 3 clusters Score -4919800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 245726 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Entering Unmasked Estep 
Score: -84030800.000000 Penalty: 129323.617188
Splitting cluster 3 changes total score from -84030384.000000 to -84030800.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -1127938.250000 Penalty: 2314.364502
	Iteration 0F: 2 clusters Score -1127938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1119448.000000 Penalty: 4628.729004
	Iteration 0F: 3 clusters Score -1119448 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1122023.375000 Penalty: 4628.729004
	Iteration 1F: 3 clusters Score -1122023 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1122367.250000 Penalty: 4628.729004
	Iteration 2F: 3 clusters Score -1122367 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1122681.500000 Penalty: 4628.729004
	Iteration 3F: 3 clusters Score -1122682 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1123015.625000 Penalty: 4628.729004
	Iteration 4F: 3 clusters Score -1123016 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1123384.250000 Penalty: 4628.729004
	Iteration 5F: 3 clusters Score -1123384 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1123810.125000 Penalty: 4628.729004
	Iteration 6F: 3 clusters Score -1123810 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1124325.000000 Penalty: 4628.729004
	Iteration 7F: 3 clusters Score -1124325 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1124835.625000 Penalty: 4628.729004
	Iteration 8F: 3 clusters Score -1124836 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1125196.875000 Penalty: 4628.729004
	Iteration 9F: 3 clusters Score -1125197 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1125476.750000 Penalty: 4628.729004
	Iteration 10Q: 3 clusters Score -1125477 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1125649.750000 Penalty: 4628.729004
	Iteration 11Q: 3 clusters Score -1125650 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1125751.250000 Penalty: 4628.729004
	Iteration 12Q: 3 clusters Score -1125751 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1125803.750000 Penalty: 4628.729004
	Iteration 13Q: 3 clusters Score -1125804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1125835.000000 Penalty: 4628.729004
	Iteration 14Q: 3 clusters Score -1125835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1125851.625000 Penalty: 4628.729004
	Iteration 15Q: 3 clusters Score -1125852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1125866.875000 Penalty: 4628.729004
	Iteration 16Q: 3 clusters Score -1125867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1125875.625000 Penalty: 4628.729004
	Iteration 17Q: 3 clusters Score -1125876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1125882.750000 Penalty: 4628.729004
	Iteration 18Q: 3 clusters Score -1125883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1125889.750000 Penalty: 4628.729004
	Iteration 19Q: 3 clusters Score -1125890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1125888.500000 Penalty: 4628.729004
	Iteration 20F: 3 clusters Score -1125888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1125891.500000 Penalty: 4628.729004
	Iteration 21Q: 3 clusters Score -1125892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1125893.875000 Penalty: 4628.729004
	Iteration 22Q: 3 clusters Score -1125894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1125893.750000 Penalty: 4628.729004
	Iteration 23Q: 3 clusters Score -1125894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1125901.750000 Penalty: 4628.729004
	Iteration 24Q: 3 clusters Score -1125902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1125904.500000 Penalty: 4628.729004
	Iteration 25Q: 3 clusters Score -1125904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1125909.250000 Penalty: 4628.729004
	Iteration 26Q: 3 clusters Score -1125909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1125911.250000 Penalty: 4628.729004
	Iteration 27Q: 3 clusters Score -1125911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1125912.875000 Penalty: 4628.729004
	Iteration 28Q: 3 clusters Score -1125913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1125909.125000 Penalty: 4628.729004
	Iteration 29Q: 3 clusters Score -1125909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1125912.625000 Penalty: 4628.729004
	Iteration 30Q: 3 clusters Score -1125913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1125911.875000 Penalty: 4628.729004
	Iteration 31Q: 3 clusters Score -1125912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1125914.625000 Penalty: 4628.729004
	Iteration 32Q: 3 clusters Score -1125915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1125917.000000 Penalty: 4628.729004
	Iteration 33Q: 3 clusters Score -1125917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1125916.750000 Penalty: 4628.729004
	Iteration 34Q: 3 clusters Score -1125917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1125917.000000 Penalty: 4628.729004
	Iteration 35Q: 3 clusters Score -1125917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1125917.250000 Penalty: 4628.729004
	Iteration 36Q: 3 clusters Score -1125917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1125918.000000 Penalty: 4628.729004
	Iteration 37Q: 3 clusters Score -1125918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1125919.125000 Penalty: 4628.729004
	Iteration 38Q: 3 clusters Score -1125919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1125917.250000 Penalty: 4628.729004
	Iteration 39Q: 3 clusters Score -1125917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1125919.750000 Penalty: 4628.729004
	Iteration 40F: 3 clusters Score -1125920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1125920.375000 Penalty: 4628.729004
	Iteration 41Q: 3 clusters Score -1125920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1125922.000000 Penalty: 4628.729004
	Iteration 42Q: 3 clusters Score -1125922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1125919.625000 Penalty: 4628.729004
	Iteration 43Q: 3 clusters Score -1125920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1125920.500000 Penalty: 4628.729004
	Iteration 44Q: 3 clusters Score -1125920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1125921.625000 Penalty: 4628.729004
	Iteration 45Q: 3 clusters Score -1125922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1125922.000000 Penalty: 4628.729004
	Iteration 46Q: 3 clusters Score -1125922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1125923.250000 Penalty: 4628.729004
	Iteration 47Q: 3 clusters Score -1125923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1125922.500000 Penalty: 4628.729004
	Iteration 48Q: 3 clusters Score -1125922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1125923.500000 Penalty: 4628.729004
	Iteration 49Q: 3 clusters Score -1125924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1125928.250000 Penalty: 4628.729004
	Iteration 50Q: 3 clusters Score -1125928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1125927.875000 Penalty: 4628.729004
	Iteration 51Q: 3 clusters Score -1125928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1125928.500000 Penalty: 4628.729004
	Iteration 52Q: 3 clusters Score -1125928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1125927.875000 Penalty: 4628.729004
	Iteration 53Q: 3 clusters Score -1125928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1125930.375000 Penalty: 4628.729004
	Iteration 54Q: 3 clusters Score -1125930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1125930.625000 Penalty: 4628.729004
	Iteration 55Q: 3 clusters Score -1125931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1125929.125000 Penalty: 4628.729004
	Iteration 56Q: 3 clusters Score -1125929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1125929.125000 Penalty: 4628.729004
	Iteration 57F: 3 clusters Score -1125929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -343961.531250 Penalty: 2062.684814
	Iteration 0F: 2 clusters Score -343961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -340109.218750 Penalty: 4125.369629
	Iteration 0F: 3 clusters Score -340109.2 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -341347.906250 Penalty: 4125.369629
	Iteration 1F: 3 clusters Score -341347.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -341750.531250 Penalty: 4125.369629
	Iteration 2F: 3 clusters Score -341750.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -341981.656250 Penalty: 4125.369629
	Iteration 3F: 3 clusters Score -341981.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -342157.156250 Penalty: 4125.369629
	Iteration 4F: 3 clusters Score -342157.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -342299.500000 Penalty: 4125.369629
	Iteration 5Q: 3 clusters Score -342299.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -342418.656250 Penalty: 4125.369629
	Iteration 6Q: 3 clusters Score -342418.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -342497.312500 Penalty: 4125.369629
	Iteration 7Q: 3 clusters Score -342497.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -342552.437500 Penalty: 4125.369629
	Iteration 8Q: 3 clusters Score -342552.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -342586.718750 Penalty: 4125.369629
	Iteration 9Q: 3 clusters Score -342586.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -342616.500000 Penalty: 4125.369629
	Iteration 10Q: 3 clusters Score -342616.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -342647.750000 Penalty: 4125.369629
	Iteration 11Q: 3 clusters Score -342647.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -342678.656250 Penalty: 4125.369629
	Iteration 12Q: 3 clusters Score -342678.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -342708.781250 Penalty: 4125.369629
	Iteration 13Q: 3 clusters Score -342708.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -342732.218750 Penalty: 4125.369629
	Iteration 14Q: 3 clusters Score -342732.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -342749.718750 Penalty: 4125.369629
	Iteration 15Q: 3 clusters Score -342749.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -342763.593750 Penalty: 4125.369629
	Iteration 16Q: 3 clusters Score -342763.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -342776.156250 Penalty: 4125.369629
	Iteration 17Q: 3 clusters Score -342776.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -342787.906250 Penalty: 4125.369629
	Iteration 18Q: 3 clusters Score -342787.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -342799.625000 Penalty: 4125.369629
	Iteration 19Q: 3 clusters Score -342799.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -342805.437500 Penalty: 4125.369629
	Iteration 20F: 3 clusters Score -342805.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -342808.437500 Penalty: 4125.369629
	Iteration 21Q: 3 clusters Score -342808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -342810.531250 Penalty: 4125.369629
	Iteration 22Q: 3 clusters Score -342810.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -342811.875000 Penalty: 4125.369629
	Iteration 23Q: 3 clusters Score -342811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -342812.812500 Penalty: 4125.369629
	Iteration 24Q: 3 clusters Score -342812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -342812.625000 Penalty: 4125.369629
	Iteration 25Q: 3 clusters Score -342812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -342812.468750 Penalty: 4125.369629
	Iteration 26Q: 3 clusters Score -342812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -342813.968750 Penalty: 4125.369629
	Iteration 27Q: 3 clusters Score -342814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -342816.218750 Penalty: 4125.369629
	Iteration 28Q: 3 clusters Score -342816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -342817.375000 Penalty: 4125.369629
	Iteration 29Q: 3 clusters Score -342817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -342818.187500 Penalty: 4125.369629
	Iteration 30Q: 3 clusters Score -342818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342819.375000 Penalty: 4125.369629
	Iteration 31Q: 3 clusters Score -342819.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -342819.312500 Penalty: 4125.369629
	Iteration 32Q: 3 clusters Score -342819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -342821.375000 Penalty: 4125.369629
	Iteration 33Q: 3 clusters Score -342821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -342821.187500 Penalty: 4125.369629
	Iteration 34Q: 3 clusters Score -342821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342821.125000 Penalty: 4125.369629
	Iteration 35Q: 3 clusters Score -342821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342821.125000 Penalty: 4125.369629
	Iteration 36F: 3 clusters Score -342821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (245726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245726 members 
Entering Unmasked Estep 
Score: -23981798.000000 Penalty: 3078.168945
	Iteration 0F: 2 clusters Score -2.39818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 122609 members 
Entering Unmasked Estep 
Score: -23816554.000000 Penalty: 6156.337891
	Iteration 0F: 3 clusters Score -2.381655e+07 nChanged 118581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128884 members 
Mstep: Class 2 contains 116842 members 
Entering Unmasked Estep 
Score: -23886644.000000 Penalty: 6156.337891
	Iteration 1F: 3 clusters Score -2.388664e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132651 members 
Mstep: Class 2 contains 113075 members 
Entering Unmasked Estep 
Score: -23888532.000000 Penalty: 6156.337891
	Iteration 2Q: 3 clusters Score -2.388853e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -23891916.000000 Penalty: 6156.337891
	Iteration 3Q: 3 clusters Score -2.389192e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -23897884.000000 Penalty: 6156.337891
	Iteration 4F: 3 clusters Score -2.389788e+07 nChanged 16916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -23908880.000000 Penalty: 6156.337891
	Iteration 5F: 3 clusters Score -2.390888e+07 nChanged 20544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179904 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -23925218.000000 Penalty: 6156.337891
	Iteration 6F: 3 clusters Score -2.392522e+07 nChanged 20212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198106 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -23943068.000000 Penalty: 6156.337891
	Iteration 7F: 3 clusters Score -2.394307e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212103 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -23958884.000000 Penalty: 6156.337891
	Iteration 8F: 3 clusters Score -2.395888e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220214 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -23971814.000000 Penalty: 6156.337891
	Iteration 9Q: 3 clusters Score -2.397181e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222892 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -23979440.000000 Penalty: 6156.337891
	Iteration 10Q: 3 clusters Score -2.397944e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223096 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -23982104.000000 Penalty: 6156.337891
	Iteration 11Q: 3 clusters Score -2.39821e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222780 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -23983218.000000 Penalty: 6156.337891
	Iteration 12Q: 3 clusters Score -2.398322e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222176 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -23984238.000000 Penalty: 6156.337891
	Iteration 13Q: 3 clusters Score -2.398424e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221280 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -23984964.000000 Penalty: 6156.337891
	Iteration 14Q: 3 clusters Score -2.398496e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220175 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -23985532.000000 Penalty: 6156.337891
	Iteration 15Q: 3 clusters Score -2.398553e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218929 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -23986074.000000 Penalty: 6156.337891
	Iteration 16Q: 3 clusters Score -2.398607e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217568 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -23986614.000000 Penalty: 6156.337891
	Iteration 17Q: 3 clusters Score -2.398661e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216154 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -23987098.000000 Penalty: 6156.337891
	Iteration 18Q: 3 clusters Score -2.39871e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214627 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -23987526.000000 Penalty: 6156.337891
	Iteration 19Q: 3 clusters Score -2.398753e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213092 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -23988134.000000 Penalty: 6156.337891
	Iteration 20F: 3 clusters Score -2.398813e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211564 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -23988616.000000 Penalty: 6156.337891
	Iteration 21Q: 3 clusters Score -2.398862e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209992 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -23989136.000000 Penalty: 6156.337891
	Iteration 22Q: 3 clusters Score -2.398914e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208458 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -23989576.000000 Penalty: 6156.337891
	Iteration 23Q: 3 clusters Score -2.398958e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207011 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -23989956.000000 Penalty: 6156.337891
	Iteration 24Q: 3 clusters Score -2.398996e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205604 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -23990384.000000 Penalty: 6156.337891
	Iteration 25Q: 3 clusters Score -2.399038e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204206 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -23990668.000000 Penalty: 6156.337891
	Iteration 26Q: 3 clusters Score -2.399067e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202940 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -23990860.000000 Penalty: 6156.337891
	Iteration 27Q: 3 clusters Score -2.399086e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201735 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -23991144.000000 Penalty: 6156.337891
	Iteration 28Q: 3 clusters Score -2.399114e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200664 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -23991262.000000 Penalty: 6156.337891
	Iteration 29Q: 3 clusters Score -2.399126e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -23991352.000000 Penalty: 6156.337891
	Iteration 30Q: 3 clusters Score -2.399135e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198795 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -23991560.000000 Penalty: 6156.337891
	Iteration 31Q: 3 clusters Score -2.399156e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197980 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -23991682.000000 Penalty: 6156.337891
	Iteration 32Q: 3 clusters Score -2.399168e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -23991834.000000 Penalty: 6156.337891
	Iteration 33Q: 3 clusters Score -2.399183e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196541 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -23991922.000000 Penalty: 6156.337891
	Iteration 34Q: 3 clusters Score -2.399192e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195958 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -23991982.000000 Penalty: 6156.337891
	Iteration 35Q: 3 clusters Score -2.399198e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195425 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -23991946.000000 Penalty: 6156.337891
	Iteration 36Q: 3 clusters Score -2.399195e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -23991974.000000 Penalty: 6156.337891
	Iteration 37Q: 3 clusters Score -2.399197e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -23992034.000000 Penalty: 6156.337891
	Iteration 38Q: 3 clusters Score -2.399203e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -23992064.000000 Penalty: 6156.337891
	Iteration 39Q: 3 clusters Score -2.399206e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193576 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -23992112.000000 Penalty: 6156.337891
	Iteration 40F: 3 clusters Score -2.399211e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193201 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -23992118.000000 Penalty: 6156.337891
	Iteration 41Q: 3 clusters Score -2.399212e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192854 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -23992156.000000 Penalty: 6156.337891
	Iteration 42Q: 3 clusters Score -2.399216e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192537 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -23992130.000000 Penalty: 6156.337891
	Iteration 43Q: 3 clusters Score -2.399213e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192216 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -23992166.000000 Penalty: 6156.337891
	Iteration 44Q: 3 clusters Score -2.399217e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191917 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -23992204.000000 Penalty: 6156.337891
	Iteration 45Q: 3 clusters Score -2.39922e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -23992218.000000 Penalty: 6156.337891
	Iteration 46Q: 3 clusters Score -2.399222e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191373 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -23992198.000000 Penalty: 6156.337891
	Iteration 47Q: 3 clusters Score -2.39922e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191118 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -23992212.000000 Penalty: 6156.337891
	Iteration 48Q: 3 clusters Score -2.399221e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190863 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -23992170.000000 Penalty: 6156.337891
	Iteration 49Q: 3 clusters Score -2.399217e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190608 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -23992148.000000 Penalty: 6156.337891
	Iteration 50Q: 3 clusters Score -2.399215e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190382 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -23992130.000000 Penalty: 6156.337891
	Iteration 51Q: 3 clusters Score -2.399213e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190168 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -23992168.000000 Penalty: 6156.337891
	Iteration 52Q: 3 clusters Score -2.399217e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -23992170.000000 Penalty: 6156.337891
	Iteration 53Q: 3 clusters Score -2.399217e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -23992150.000000 Penalty: 6156.337891
	Iteration 54Q: 3 clusters Score -2.399215e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189569 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -23992170.000000 Penalty: 6156.337891
	Iteration 55Q: 3 clusters Score -2.399217e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189396 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -23992220.000000 Penalty: 6156.337891
	Iteration 56Q: 3 clusters Score -2.399222e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189245 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -23992236.000000 Penalty: 6156.337891
	Iteration 57Q: 3 clusters Score -2.399224e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189085 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -23992244.000000 Penalty: 6156.337891
	Iteration 58Q: 3 clusters Score -2.399224e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188920 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -23992232.000000 Penalty: 6156.337891
	Iteration 59Q: 3 clusters Score -2.399223e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188769 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -23992210.000000 Penalty: 6156.337891
	Iteration 60F: 3 clusters Score -2.399221e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188622 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -23992218.000000 Penalty: 6156.337891
	Iteration 61Q: 3 clusters Score -2.399222e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -23992222.000000 Penalty: 6156.337891
	Iteration 62Q: 3 clusters Score -2.399222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188346 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -23992228.000000 Penalty: 6156.337891
	Iteration 63Q: 3 clusters Score -2.399223e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188217 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -23992260.000000 Penalty: 6156.337891
	Iteration 64Q: 3 clusters Score -2.399226e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188085 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -23992240.000000 Penalty: 6156.337891
	Iteration 65Q: 3 clusters Score -2.399224e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187972 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -23992256.000000 Penalty: 6156.337891
	Iteration 66Q: 3 clusters Score -2.399226e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187846 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -23992254.000000 Penalty: 6156.337891
	Iteration 67Q: 3 clusters Score -2.399225e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187716 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -23992238.000000 Penalty: 6156.337891
	Iteration 68Q: 3 clusters Score -2.399224e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187581 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -23992286.000000 Penalty: 6156.337891
	Iteration 69Q: 3 clusters Score -2.399229e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -23992308.000000 Penalty: 6156.337891
	Iteration 70Q: 3 clusters Score -2.399231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187333 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -23992356.000000 Penalty: 6156.337891
	Iteration 71Q: 3 clusters Score -2.399236e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187221 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -23992368.000000 Penalty: 6156.337891
	Iteration 72Q: 3 clusters Score -2.399237e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -23992342.000000 Penalty: 6156.337891
	Iteration 73Q: 3 clusters Score -2.399234e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187032 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -23992360.000000 Penalty: 6156.337891
	Iteration 74Q: 3 clusters Score -2.399236e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186943 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -23992354.000000 Penalty: 6156.337891
	Iteration 75Q: 3 clusters Score -2.399235e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186859 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -23992334.000000 Penalty: 6156.337891
	Iteration 76Q: 3 clusters Score -2.399233e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -23992312.000000 Penalty: 6156.337891
	Iteration 77Q: 3 clusters Score -2.399231e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186714 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -23992366.000000 Penalty: 6156.337891
	Iteration 78Q: 3 clusters Score -2.399237e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -23992368.000000 Penalty: 6156.337891
	Iteration 79Q: 3 clusters Score -2.399237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186553 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -23992368.000000 Penalty: 6156.337891
	Iteration 80F: 3 clusters Score -2.399237e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186480 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -23992382.000000 Penalty: 6156.337891
	Iteration 81Q: 3 clusters Score -2.399238e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186409 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -23992406.000000 Penalty: 6156.337891
	Iteration 82Q: 3 clusters Score -2.399241e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186348 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -23992430.000000 Penalty: 6156.337891
	Iteration 83Q: 3 clusters Score -2.399243e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -23992418.000000 Penalty: 6156.337891
	Iteration 84Q: 3 clusters Score -2.399242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186236 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -23992442.000000 Penalty: 6156.337891
	Iteration 85Q: 3 clusters Score -2.399244e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186183 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -23992426.000000 Penalty: 6156.337891
	Iteration 86Q: 3 clusters Score -2.399243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186140 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -23992452.000000 Penalty: 6156.337891
	Iteration 87Q: 3 clusters Score -2.399245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186097 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -23992418.000000 Penalty: 6156.337891
	Iteration 88Q: 3 clusters Score -2.399242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186051 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -23992402.000000 Penalty: 6156.337891
	Iteration 89Q: 3 clusters Score -2.39924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185999 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -23992410.000000 Penalty: 6156.337891
	Iteration 90Q: 3 clusters Score -2.399241e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185950 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -23992434.000000 Penalty: 6156.337891
	Iteration 91Q: 3 clusters Score -2.399243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185908 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -23992410.000000 Penalty: 6156.337891
	Iteration 92Q: 3 clusters Score -2.399241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185861 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -23992380.000000 Penalty: 6156.337891
	Iteration 93Q: 3 clusters Score -2.399238e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -23992388.000000 Penalty: 6156.337891
	Iteration 94Q: 3 clusters Score -2.399239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185790 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -23992400.000000 Penalty: 6156.337891
	Iteration 95Q: 3 clusters Score -2.39924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185752 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -23992408.000000 Penalty: 6156.337891
	Iteration 96Q: 3 clusters Score -2.399241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -23992416.000000 Penalty: 6156.337891
	Iteration 97Q: 3 clusters Score -2.399242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185679 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -23992418.000000 Penalty: 6156.337891
	Iteration 98Q: 3 clusters Score -2.399242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185647 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -23992416.000000 Penalty: 6156.337891
	Iteration 99Q: 3 clusters Score -2.399242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185623 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -23992392.000000 Penalty: 6156.337891
	Iteration 100F: 3 clusters Score -2.399239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185596 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -23992404.000000 Penalty: 6156.337891
	Iteration 101Q: 3 clusters Score -2.39924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185563 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -23992410.000000 Penalty: 6156.337891
	Iteration 102Q: 3 clusters Score -2.399241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185531 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -23992432.000000 Penalty: 6156.337891
	Iteration 103Q: 3 clusters Score -2.399243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185492 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -23992396.000000 Penalty: 6156.337891
	Iteration 104Q: 3 clusters Score -2.39924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185447 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -23992382.000000 Penalty: 6156.337891
	Iteration 105Q: 3 clusters Score -2.399238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185403 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -23992410.000000 Penalty: 6156.337891
	Iteration 106Q: 3 clusters Score -2.399241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185364 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -23992400.000000 Penalty: 6156.337891
	Iteration 107Q: 3 clusters Score -2.39924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185342 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -23992406.000000 Penalty: 6156.337891
	Iteration 108Q: 3 clusters Score -2.399241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185325 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -23992400.000000 Penalty: 6156.337891
	Iteration 109Q: 3 clusters Score -2.39924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -23992400.000000 Penalty: 6156.337891
	Iteration 110Q: 3 clusters Score -2.39924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -23992410.000000 Penalty: 6156.337891
	Iteration 111Q: 3 clusters Score -2.399241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -23992388.000000 Penalty: 6156.337891
	Iteration 112Q: 3 clusters Score -2.399239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -23992366.000000 Penalty: 6156.337891
	Iteration 113Q: 3 clusters Score -2.399237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185230 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -23992372.000000 Penalty: 6156.337891
	Iteration 114Q: 3 clusters Score -2.399237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185204 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -23992384.000000 Penalty: 6156.337891
	Iteration 115Q: 3 clusters Score -2.399238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -23992392.000000 Penalty: 6156.337891
	Iteration 116Q: 3 clusters Score -2.399239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185139 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -23992366.000000 Penalty: 6156.337891
	Iteration 117Q: 3 clusters Score -2.399237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -23992356.000000 Penalty: 6156.337891
	Iteration 118Q: 3 clusters Score -2.399236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -23992354.000000 Penalty: 6156.337891
	Iteration 119Q: 3 clusters Score -2.399235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185059 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -23992338.000000 Penalty: 6156.337891
	Iteration 120F: 3 clusters Score -2.399234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185043 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -23992330.000000 Penalty: 6156.337891
	Iteration 121Q: 3 clusters Score -2.399233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185032 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -23992338.000000 Penalty: 6156.337891
	Iteration 122Q: 3 clusters Score -2.399234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185023 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -23992316.000000 Penalty: 6156.337891
	Iteration 123Q: 3 clusters Score -2.399232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185014 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -23992342.000000 Penalty: 6156.337891
	Iteration 124Q: 3 clusters Score -2.399234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185007 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -23992336.000000 Penalty: 6156.337891
	Iteration 125Q: 3 clusters Score -2.399234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -23992328.000000 Penalty: 6156.337891
	Iteration 126Q: 3 clusters Score -2.399233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -23992328.000000 Penalty: 6156.337891
	Iteration 127Q: 3 clusters Score -2.399233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184996 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -23992326.000000 Penalty: 6156.337891
	Iteration 128Q: 3 clusters Score -2.399233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184995 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -23992334.000000 Penalty: 6156.337891
	Iteration 129Q: 3 clusters Score -2.399233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -23992326.000000 Penalty: 6156.337891
	Iteration 130Q: 3 clusters Score -2.399233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -23992326.000000 Penalty: 6156.337891
	Iteration 131F: 3 clusters Score -2.399233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Entering Unmasked Estep 
Score: -84042688.000000 Penalty: 132726.875000
Splitting cluster 6 changes total score from -84030384.000000 to -84042688.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -531757.437500 Penalty: 2150.053711
	Iteration 0F: 2 clusters Score -531757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -526734.375000 Penalty: 4300.107422
	Iteration 0F: 3 clusters Score -526734.4 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -528115.437500 Penalty: 4300.107422
	Iteration 1F: 3 clusters Score -528115.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -528578.312500 Penalty: 4300.107422
	Iteration 2F: 3 clusters Score -528578.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -529177.312500 Penalty: 4300.107422
	Iteration 3F: 3 clusters Score -529177.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -529966.687500 Penalty: 4300.107422
	Iteration 4F: 3 clusters Score -529966.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -531059.562500 Penalty: 4300.107422
	Iteration 5F: 3 clusters Score -531059.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -531953.000000 Penalty: 4300.107422
	Iteration 6F: 3 clusters Score -531953 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -532386.437500 Penalty: 4300.107422
	Iteration 7Q: 3 clusters Score -532386.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -532680.562500 Penalty: 4300.107422
	Iteration 8Q: 3 clusters Score -532680.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -532982.312500 Penalty: 4300.107422
	Iteration 9Q: 3 clusters Score -532982.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -533222.000000 Penalty: 4300.107422
	Iteration 10Q: 3 clusters Score -533222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -533466.312500 Penalty: 4300.107422
	Iteration 11Q: 3 clusters Score -533466.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -533766.812500 Penalty: 4300.107422
	Iteration 12Q: 3 clusters Score -533766.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -534176.312500 Penalty: 4300.107422
	Iteration 13Q: 3 clusters Score -534176.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -534485.625000 Penalty: 4300.107422
	Iteration 14Q: 3 clusters Score -534485.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -534580.937500 Penalty: 4300.107422
	Iteration 15Q: 3 clusters Score -534580.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -534639.437500 Penalty: 4300.107422
	Iteration 16Q: 3 clusters Score -534639.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -534667.000000 Penalty: 4300.107422
	Iteration 17Q: 3 clusters Score -534667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -534677.687500 Penalty: 4300.107422
	Iteration 18Q: 3 clusters Score -534677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -534682.312500 Penalty: 4300.107422
	Iteration 19Q: 3 clusters Score -534682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -534684.562500 Penalty: 4300.107422
	Iteration 20F: 3 clusters Score -534684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -534686.125000 Penalty: 4300.107422
	Iteration 21Q: 3 clusters Score -534686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -534686.187500 Penalty: 4300.107422
	Iteration 22Q: 3 clusters Score -534686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -534687.937500 Penalty: 4300.107422
	Iteration 23Q: 3 clusters Score -534687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -534687.937500 Penalty: 4300.107422
	Iteration 24F: 3 clusters Score -534687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Entering Unmasked Estep 
Score: -84044368.000000 Penalty: 136130.125000
Splitting cluster 7 changes total score from -84030384.000000 to -84044368.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -135980.500000 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -135980.5 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 804 members 
Entering Unmasked Estep 
Score: -133702.453125 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -133702.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134415.156250 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -134415.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134953.265625 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -134953.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -135725.343750 Penalty: 3656.570557
	Iteration 3F: 3 clusters Score -135725.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -136348.000000 Penalty: 3656.570557
	Iteration 4F: 3 clusters Score -136348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -136602.187500 Penalty: 3656.570557
	Iteration 5F: 3 clusters Score -136602.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136670.171875 Penalty: 3656.570557
	Iteration 6Q: 3 clusters Score -136670.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136692.578125 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -136692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136700.828125 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -136700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136705.250000 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -136705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136709.015625 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -136709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -136715.562500 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -136715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -136717.515625 Penalty: 3656.570557
	Iteration 12Q: 3 clusters Score -136717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136717.984375 Penalty: 3656.570557
	Iteration 13Q: 3 clusters Score -136718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -136718.656250 Penalty: 3656.570557
	Iteration 14Q: 3 clusters Score -136718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -136718.656250 Penalty: 3656.570557
	Iteration 15F: 3 clusters Score -136718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Entering Unmasked Estep 
Score: -84043592.000000 Penalty: 139533.375000
Splitting cluster 8 changes total score from -84030384.000000 to -84043592.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -857524.625000 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -857524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -850259.937500 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -850259.9 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -852793.250000 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -852793.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -853655.875000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -853655.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -854883.750000 Penalty: 4539.639648
	Iteration 3F: 3 clusters Score -854883.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -856353.500000 Penalty: 4539.639648
	Iteration 4F: 3 clusters Score -856353.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -857530.937500 Penalty: 4539.639648
	Iteration 5F: 3 clusters Score -857530.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -858283.687500 Penalty: 4539.639648
	Iteration 6F: 3 clusters Score -858283.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -858673.500000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -858673.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -858794.437500 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -858794.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -858830.562500 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -858830.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -858845.250000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -858845.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -858849.687500 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -858849.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -858856.625000 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -858856.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -858869.250000 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -858869.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -858887.312500 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -858887.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -858938.937500 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -858938.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -859150.437500 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -859150.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -859866.500000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -859866.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -860434.437500 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -860434.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -860625.562500 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -860625.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -860672.750000 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -860672.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -860694.500000 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -860694.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -860705.562500 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -860705.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -860707.187500 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -860707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -860709.187500 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -860709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -860709.562500 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -860709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -860714.812500 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -860714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -860714.312500 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -860714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -860717.187500 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -860717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -860717.250000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -860717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -860717.437500 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -860717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -860717.437500 Penalty: 4539.639648
	Iteration 31F: 3 clusters Score -860717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 10121 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Entering Unmasked Estep 
Score: -84045536.000000 Penalty: 142936.625000
Splitting cluster 9 changes total score from -84030384.000000 to -84045536.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (10121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Entering Unmasked Estep 
Score: -881420.625000 Penalty: 2287.146973
	Iteration 0F: 2 clusters Score -881420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -873647.875000 Penalty: 4574.293945
	Iteration 0F: 3 clusters Score -873647.9 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -876100.000000 Penalty: 4574.293945
	Iteration 1F: 3 clusters Score -876100 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -876582.000000 Penalty: 4574.293945
	Iteration 2F: 3 clusters Score -876582 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -877224.312500 Penalty: 4574.293945
	Iteration 3F: 3 clusters Score -877224.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -877918.625000 Penalty: 4574.293945
	Iteration 4F: 3 clusters Score -877918.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -878461.312500 Penalty: 4574.293945
	Iteration 5F: 3 clusters Score -878461.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -878946.187500 Penalty: 4574.293945
	Iteration 6F: 3 clusters Score -878946.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -879366.625000 Penalty: 4574.293945
	Iteration 7F: 3 clusters Score -879366.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -879721.500000 Penalty: 4574.293945
	Iteration 8Q: 3 clusters Score -879721.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -880000.375000 Penalty: 4574.293945
	Iteration 9Q: 3 clusters Score -880000.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -880272.812500 Penalty: 4574.293945
	Iteration 10Q: 3 clusters Score -880272.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -880550.062500 Penalty: 4574.293945
	Iteration 11Q: 3 clusters Score -880550.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -880796.250000 Penalty: 4574.293945
	Iteration 12Q: 3 clusters Score -880796.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -881029.937500 Penalty: 4574.293945
	Iteration 13Q: 3 clusters Score -881029.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -881273.437500 Penalty: 4574.293945
	Iteration 14Q: 3 clusters Score -881273.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -881495.500000 Penalty: 4574.293945
	Iteration 15Q: 3 clusters Score -881495.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -881707.187500 Penalty: 4574.293945
	Iteration 16Q: 3 clusters Score -881707.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -881914.187500 Penalty: 4574.293945
	Iteration 17Q: 3 clusters Score -881914.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -882089.812500 Penalty: 4574.293945
	Iteration 18Q: 3 clusters Score -882089.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -882261.625000 Penalty: 4574.293945
	Iteration 19Q: 3 clusters Score -882261.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -882398.062500 Penalty: 4574.293945
	Iteration 20F: 3 clusters Score -882398.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -882530.375000 Penalty: 4574.293945
	Iteration 21Q: 3 clusters Score -882530.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -882672.812500 Penalty: 4574.293945
	Iteration 22Q: 3 clusters Score -882672.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -882847.312500 Penalty: 4574.293945
	Iteration 23Q: 3 clusters Score -882847.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -883014.812500 Penalty: 4574.293945
	Iteration 24Q: 3 clusters Score -883014.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -883119.500000 Penalty: 4574.293945
	Iteration 25Q: 3 clusters Score -883119.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -883176.875000 Penalty: 4574.293945
	Iteration 26Q: 3 clusters Score -883176.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -883196.812500 Penalty: 4574.293945
	Iteration 27Q: 3 clusters Score -883196.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -883212.562500 Penalty: 4574.293945
	Iteration 28Q: 3 clusters Score -883212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -883219.062500 Penalty: 4574.293945
	Iteration 29Q: 3 clusters Score -883219.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -883224.250000 Penalty: 4574.293945
	Iteration 30Q: 3 clusters Score -883224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -883226.000000 Penalty: 4574.293945
	Iteration 31Q: 3 clusters Score -883226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -883229.625000 Penalty: 4574.293945
	Iteration 32Q: 3 clusters Score -883229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -883230.250000 Penalty: 4574.293945
	Iteration 33Q: 3 clusters Score -883230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -883233.125000 Penalty: 4574.293945
	Iteration 34Q: 3 clusters Score -883233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -883236.437500 Penalty: 4574.293945
	Iteration 35Q: 3 clusters Score -883236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -883237.625000 Penalty: 4574.293945
	Iteration 36Q: 3 clusters Score -883237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -883240.125000 Penalty: 4574.293945
	Iteration 37Q: 3 clusters Score -883240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -883240.125000 Penalty: 4574.293945
	Iteration 38Q: 3 clusters Score -883240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -883242.187500 Penalty: 4574.293945
	Iteration 39Q: 3 clusters Score -883242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -883242.187500 Penalty: 4574.293945
	Iteration 40F: 3 clusters Score -883242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 6356 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Entering Unmasked Estep 
Score: -84045952.000000 Penalty: 146339.875000
Splitting cluster 10 changes total score from -84030384.000000 to -84045952.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (48887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Entering Unmasked Estep 
Score: -4576403.500000 Penalty: 2677.722168
	Iteration 0F: 2 clusters Score -4576404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4543530.000000 Penalty: 5355.444336
	Iteration 0F: 3 clusters Score -4543530 nChanged 22695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4556689.000000 Penalty: 5355.444336
	Iteration 1F: 3 clusters Score -4556689 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4557749.500000 Penalty: 5355.444336
	Iteration 2F: 3 clusters Score -4557750 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4558990.000000 Penalty: 5355.444336
	Iteration 3F: 3 clusters Score -4558990 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4560441.000000 Penalty: 5355.444336
	Iteration 4F: 3 clusters Score -4560441 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -4562235.000000 Penalty: 5355.444336
	Iteration 5F: 3 clusters Score -4562235 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4564308.000000 Penalty: 5355.444336
	Iteration 6F: 3 clusters Score -4564308 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4566404.500000 Penalty: 5355.444336
	Iteration 7F: 3 clusters Score -4566404 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -4567974.500000 Penalty: 5355.444336
	Iteration 8F: 3 clusters Score -4567974 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4569061.500000 Penalty: 5355.444336
	Iteration 9Q: 3 clusters Score -4569062 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4569768.500000 Penalty: 5355.444336
	Iteration 10Q: 3 clusters Score -4569768 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4570308.000000 Penalty: 5355.444336
	Iteration 11Q: 3 clusters Score -4570308 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4570738.000000 Penalty: 5355.444336
	Iteration 12Q: 3 clusters Score -4570738 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4571020.500000 Penalty: 5355.444336
	Iteration 13Q: 3 clusters Score -4571020 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4571286.000000 Penalty: 5355.444336
	Iteration 14Q: 3 clusters Score -4571286 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4571546.500000 Penalty: 5355.444336
	Iteration 15Q: 3 clusters Score -4571546 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4571799.000000 Penalty: 5355.444336
	Iteration 16Q: 3 clusters Score -4571799 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4572049.500000 Penalty: 5355.444336
	Iteration 17Q: 3 clusters Score -4572050 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4572298.500000 Penalty: 5355.444336
	Iteration 18Q: 3 clusters Score -4572298 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4572575.000000 Penalty: 5355.444336
	Iteration 19Q: 3 clusters Score -4572575 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -4572824.500000 Penalty: 5355.444336
	Iteration 20F: 3 clusters Score -4572824 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4573110.000000 Penalty: 5355.444336
	Iteration 21Q: 3 clusters Score -4573110 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4573340.500000 Penalty: 5355.444336
	Iteration 22Q: 3 clusters Score -4573340 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4573556.000000 Penalty: 5355.444336
	Iteration 23Q: 3 clusters Score -4573556 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4573729.000000 Penalty: 5355.444336
	Iteration 24Q: 3 clusters Score -4573729 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4573883.000000 Penalty: 5355.444336
	Iteration 25Q: 3 clusters Score -4573883 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4573965.000000 Penalty: 5355.444336
	Iteration 26Q: 3 clusters Score -4573965 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4574051.500000 Penalty: 5355.444336
	Iteration 27Q: 3 clusters Score -4574052 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4574134.500000 Penalty: 5355.444336
	Iteration 28Q: 3 clusters Score -4574134 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4574169.500000 Penalty: 5355.444336
	Iteration 29Q: 3 clusters Score -4574170 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4574191.500000 Penalty: 5355.444336
	Iteration 30Q: 3 clusters Score -4574192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4574231.500000 Penalty: 5355.444336
	Iteration 31Q: 3 clusters Score -4574232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4574250.500000 Penalty: 5355.444336
	Iteration 32Q: 3 clusters Score -4574250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4574280.000000 Penalty: 5355.444336
	Iteration 33Q: 3 clusters Score -4574280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4574296.500000 Penalty: 5355.444336
	Iteration 34Q: 3 clusters Score -4574296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4574304.500000 Penalty: 5355.444336
	Iteration 35Q: 3 clusters Score -4574304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4574317.500000 Penalty: 5355.444336
	Iteration 36Q: 3 clusters Score -4574318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4574331.500000 Penalty: 5355.444336
	Iteration 37Q: 3 clusters Score -4574332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -4574338.000000 Penalty: 5355.444336
	Iteration 38Q: 3 clusters Score -4574338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4574346.500000 Penalty: 5355.444336
	Iteration 39Q: 3 clusters Score -4574346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4574343.000000 Penalty: 5355.444336
	Iteration 40F: 3 clusters Score -4574343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4574361.500000 Penalty: 5355.444336
	Iteration 41Q: 3 clusters Score -4574362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -4574360.000000 Penalty: 5355.444336
	Iteration 42Q: 3 clusters Score -4574360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4574354.500000 Penalty: 5355.444336
	Iteration 43Q: 3 clusters Score -4574354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4574373.000000 Penalty: 5355.444336
	Iteration 44Q: 3 clusters Score -4574373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4574367.000000 Penalty: 5355.444336
	Iteration 45Q: 3 clusters Score -4574367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -4574369.000000 Penalty: 5355.444336
	Iteration 46Q: 3 clusters Score -4574369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4574361.500000 Penalty: 5355.444336
	Iteration 47Q: 3 clusters Score -4574362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4574358.000000 Penalty: 5355.444336
	Iteration 48Q: 3 clusters Score -4574358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4574354.500000 Penalty: 5355.444336
	Iteration 49Q: 3 clusters Score -4574354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4574356.500000 Penalty: 5355.444336
	Iteration 50Q: 3 clusters Score -4574356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4574363.000000 Penalty: 5355.444336
	Iteration 51Q: 3 clusters Score -4574363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4574365.000000 Penalty: 5355.444336
	Iteration 52Q: 3 clusters Score -4574365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4574371.500000 Penalty: 5355.444336
	Iteration 53Q: 3 clusters Score -4574372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -4574367.000000 Penalty: 5355.444336
	Iteration 54Q: 3 clusters Score -4574367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4574383.500000 Penalty: 5355.444336
	Iteration 55Q: 3 clusters Score -4574384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4574373.500000 Penalty: 5355.444336
	Iteration 56Q: 3 clusters Score -4574374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4574377.500000 Penalty: 5355.444336
	Iteration 57Q: 3 clusters Score -4574378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4574381.500000 Penalty: 5355.444336
	Iteration 58Q: 3 clusters Score -4574382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4574370.000000 Penalty: 5355.444336
	Iteration 59Q: 3 clusters Score -4574370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4574369.000000 Penalty: 5355.444336
	Iteration 60F: 3 clusters Score -4574369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4574368.500000 Penalty: 5355.444336
	Iteration 61Q: 3 clusters Score -4574368 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4574374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -4574386.000000 Penalty: 5355.444336
	Iteration 63Q: 3 clusters Score -4574386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4574377.500000 Penalty: 5355.444336
	Iteration 64Q: 3 clusters Score -4574378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4574383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4574384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4574390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4574401.500000 Penalty: 5355.444336
	Iteration 68Q: 3 clusters Score -4574402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4574416.000000 Penalty: 5355.444336
	Iteration 69Q: 3 clusters Score -4574416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4574421.500000 Penalty: 5355.444336
	Iteration 70Q: 3 clusters Score -4574422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -4574425.500000 Penalty: 5355.444336
	Iteration 71Q: 3 clusters Score -4574426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -4574412.000000 Penalty: 5355.444336
	Iteration 72Q: 3 clusters Score -4574412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4574422.500000 Penalty: 5355.444336
	Iteration 73Q: 3 clusters Score -4574422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4574431.500000 Penalty: 5355.444336
	Iteration 74Q: 3 clusters Score -4574432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -4574424.000000 Penalty: 5355.444336
	Iteration 75Q: 3 clusters Score -4574424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4574436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -4574434.500000 Penalty: 5355.444336
	Iteration 77Q: 3 clusters Score -4574434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -4574444.500000 Penalty: 5355.444336
	Iteration 78Q: 3 clusters Score -4574444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -4574460.500000 Penalty: 5355.444336
	Iteration 79Q: 3 clusters Score -4574460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4574452.500000 Penalty: 5355.444336
	Iteration 80F: 3 clusters Score -4574452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4574463.500000 Penalty: 5355.444336
	Iteration 81Q: 3 clusters Score -4574464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -4574480.500000 Penalty: 5355.444336
	Iteration 82Q: 3 clusters Score -4574480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4574466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4574487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4574535.500000 Penalty: 5355.444336
	Iteration 85Q: 3 clusters Score -4574536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4574555.000000 Penalty: 5355.444336
	Iteration 86Q: 3 clusters Score -4574555 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4574574.500000 Penalty: 5355.444336
	Iteration 87Q: 3 clusters Score -4574574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4574595 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4574634 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4574656.000000 Penalty: 5355.444336
	Iteration 90Q: 3 clusters Score -4574656 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4574684.500000 Penalty: 5355.444336
	Iteration 91Q: 3 clusters Score -4574684 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4574736.500000 Penalty: 5355.444336
	Iteration 92Q: 3 clusters Score -4574736 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4574771.000000 Penalty: 5355.444336
	Iteration 93Q: 3 clusters Score -4574771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4574806.500000 Penalty: 5355.444336
	Iteration 94Q: 3 clusters Score -4574806 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4574840.500000 Penalty: 5355.444336
	Iteration 95Q: 3 clusters Score -4574840 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4574857 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4574900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -4574915.500000 Penalty: 5355.444336
	Iteration 98Q: 3 clusters Score -4574916 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4574940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4574958.500000 Penalty: 5355.444336
	Iteration 100F: 3 clusters Score -4574958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -4574982.500000 Penalty: 5355.444336
	Iteration 101Q: 3 clusters Score -4574982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4574987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -4574983.500000 Penalty: 5355.444336
	Iteration 103Q: 3 clusters Score -4574984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -4575004.000000 Penalty: 5355.444336
	Iteration 104Q: 3 clusters Score -4575004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4575022.000000 Penalty: 5355.444336
	Iteration 105Q: 3 clusters Score -4575022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4575027.500000 Penalty: 5355.444336
	Iteration 106Q: 3 clusters Score -4575028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -4575023.500000 Penalty: 5355.444336
	Iteration 107Q: 3 clusters Score -4575024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -4575034.000000 Penalty: 5355.444336
	Iteration 108Q: 3 clusters Score -4575034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4575051.500000 Penalty: 5355.444336
	Iteration 109Q: 3 clusters Score -4575052 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4575054.500000 Penalty: 5355.444336
	Iteration 110Q: 3 clusters Score -4575054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -4575063.000000 Penalty: 5355.444336
	Iteration 111Q: 3 clusters Score -4575063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4575076 nChanged 64
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Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4575084 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -4575092.500000 Penalty: 5355.444336
	Iteration 114Q: 3 clusters Score -4575092 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -4575101.000000 Penalty: 5355.444336
	Iteration 115Q: 3 clusters Score -4575101 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -4575108.500000 Penalty: 5355.444336
	Iteration 116Q: 3 clusters Score -4575108 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -4575124.500000 Penalty: 5355.444336
	Iteration 117Q: 3 clusters Score -4575124 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -4575150.000000 Penalty: 5355.444336
	Iteration 118Q: 3 clusters Score -4575150 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -4575155.000000 Penalty: 5355.444336
	Iteration 119Q: 3 clusters Score -4575155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4575164.000000 Penalty: 5355.444336
	Iteration 120F: 3 clusters Score -4575164 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -4575161.500000 Penalty: 5355.444336
	Iteration 121Q: 3 clusters Score -4575162 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4575160.000000 Penalty: 5355.444336
	Iteration 122Q: 3 clusters Score -4575160 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4575176.000000 Penalty: 5355.444336
	Iteration 123Q: 3 clusters Score -4575176 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -4575174.500000 Penalty: 5355.444336
	Iteration 124Q: 3 clusters Score -4575174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -4575179.000000 Penalty: 5355.444336
	Iteration 125Q: 3 clusters Score -4575179 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4575199.500000 Penalty: 5355.444336
	Iteration 126Q: 3 clusters Score -4575200 nChanged 93
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Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -4575242.000000 Penalty: 5355.444336
	Iteration 127Q: 3 clusters Score -4575242 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4575263.000000 Penalty: 5355.444336
	Iteration 128Q: 3 clusters Score -4575263 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6036 members 
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Entering Unmasked Estep 
Score: -4575304.500000 Penalty: 5355.444336
	Iteration 129Q: 3 clusters Score -4575304 nChanged 93
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Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -4575307.000000 Penalty: 5355.444336
	Iteration 130Q: 3 clusters Score -4575307 nChanged 109
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Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -4575342.000000 Penalty: 5355.444336
	Iteration 131Q: 3 clusters Score -4575342 nChanged 108
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Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -4575364.000000 Penalty: 5355.444336
	Iteration 132Q: 3 clusters Score -4575364 nChanged 108
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Mstep: Class 1 contains 5660 members 
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Entering Unmasked Estep 
Score: -4575383.500000 Penalty: 5355.444336
	Iteration 133Q: 3 clusters Score -4575384 nChanged 112
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -4575413.000000 Penalty: 5355.444336
	Iteration 134Q: 3 clusters Score -4575413 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -4575430.000000 Penalty: 5355.444336
	Iteration 135Q: 3 clusters Score -4575430 nChanged 90
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -4575461.000000 Penalty: 5355.444336
	Iteration 136Q: 3 clusters Score -4575461 nChanged 72
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Mstep: Class 1 contains 5317 members 
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Entering Unmasked Estep 
Score: -4575468.500000 Penalty: 5355.444336
	Iteration 137Q: 3 clusters Score -4575468 nChanged 68
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Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -4575480.500000 Penalty: 5355.444336
	Iteration 138Q: 3 clusters Score -4575480 nChanged 70
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Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4575478 nChanged 68
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Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -4575487.500000 Penalty: 5355.444336
	Iteration 140F: 3 clusters Score -4575488 nChanged 74
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Mstep: Class 1 contains 5071 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4575510 nChanged 72
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4575529 nChanged 66
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4575536 nChanged 49
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4575547 nChanged 53
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Mstep: Class 1 contains 4853 members 
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Entering Unmasked Estep 
Score: -4575558.500000 Penalty: 5355.444336
	Iteration 145Q: 3 clusters Score -4575558 nChanged 49
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Mstep: Class 1 contains 4806 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4575568 nChanged 45
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4575582 nChanged 37
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Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4575588 nChanged 24
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Entering Unmasked Estep 
Score: -4575586.500000 Penalty: 5355.444336
	Iteration 149Q: 3 clusters Score -4575586 nChanged 25
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Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4575588 nChanged 31
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Mstep: Class 1 contains 4660 members 
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Entering Unmasked Estep 
Score: -4575594.000000 Penalty: 5355.444336
	Iteration 151Q: 3 clusters Score -4575594 nChanged 28
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -4575604.500000 Penalty: 5355.444336
	Iteration 152Q: 3 clusters Score -4575604 nChanged 31
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -4575603.000000 Penalty: 5355.444336
	Iteration 153Q: 3 clusters Score -4575603 nChanged 30
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Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -4575605.000000 Penalty: 5355.444336
	Iteration 154Q: 3 clusters Score -4575605 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -4575611.000000 Penalty: 5355.444336
	Iteration 155Q: 3 clusters Score -4575611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -4575608.500000 Penalty: 5355.444336
	Iteration 156Q: 3 clusters Score -4575608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -4575624.000000 Penalty: 5355.444336
	Iteration 157Q: 3 clusters Score -4575624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -4575618.000000 Penalty: 5355.444336
	Iteration 158Q: 3 clusters Score -4575618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -4575617.500000 Penalty: 5355.444336
	Iteration 159Q: 3 clusters Score -4575618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -4575619.000000 Penalty: 5355.444336
	Iteration 160F: 3 clusters Score -4575619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -4575619.500000 Penalty: 5355.444336
	Iteration 161Q: 3 clusters Score -4575620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -4575624.000000 Penalty: 5355.444336
	Iteration 162Q: 3 clusters Score -4575624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -4575623.500000 Penalty: 5355.444336
	Iteration 163Q: 3 clusters Score -4575624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -4575634.500000 Penalty: 5355.444336
	Iteration 164Q: 3 clusters Score -4575634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -4575629.000000 Penalty: 5355.444336
	Iteration 165Q: 3 clusters Score -4575629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -4575617.000000 Penalty: 5355.444336
	Iteration 166Q: 3 clusters Score -4575617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -4575633.500000 Penalty: 5355.444336
	Iteration 167Q: 3 clusters Score -4575634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -4575640.000000 Penalty: 5355.444336
	Iteration 168Q: 3 clusters Score -4575640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -4575637.500000 Penalty: 5355.444336
	Iteration 169Q: 3 clusters Score -4575638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -4575647.500000 Penalty: 5355.444336
	Iteration 170Q: 3 clusters Score -4575648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -4575648.000000 Penalty: 5355.444336
	Iteration 171Q: 3 clusters Score -4575648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -4575651.500000 Penalty: 5355.444336
	Iteration 172Q: 3 clusters Score -4575652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -4575646.500000 Penalty: 5355.444336
	Iteration 173Q: 3 clusters Score -4575646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -4575653.000000 Penalty: 5355.444336
	Iteration 174Q: 3 clusters Score -4575653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -4575659.000000 Penalty: 5355.444336
	Iteration 175Q: 3 clusters Score -4575659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -4575658.000000 Penalty: 5355.444336
	Iteration 176Q: 3 clusters Score -4575658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -4575675.000000 Penalty: 5355.444336
	Iteration 177Q: 3 clusters Score -4575675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -4575677.000000 Penalty: 5355.444336
	Iteration 178Q: 3 clusters Score -4575677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -4575686.500000 Penalty: 5355.444336
	Iteration 179Q: 3 clusters Score -4575686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -4575686.500000 Penalty: 5355.444336
	Iteration 180F: 3 clusters Score -4575686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -4575682.000000 Penalty: 5355.444336
	Iteration 181Q: 3 clusters Score -4575682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -4575681.000000 Penalty: 5355.444336
	Iteration 182Q: 3 clusters Score -4575681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -4575690.500000 Penalty: 5355.444336
	Iteration 183Q: 3 clusters Score -4575690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -4575684.500000 Penalty: 5355.444336
	Iteration 184Q: 3 clusters Score -4575684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -4575690.000000 Penalty: 5355.444336
	Iteration 185Q: 3 clusters Score -4575690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -4575688.500000 Penalty: 5355.444336
	Iteration 186Q: 3 clusters Score -4575688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -4575689.000000 Penalty: 5355.444336
	Iteration 187Q: 3 clusters Score -4575689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -4575694.000000 Penalty: 5355.444336
	Iteration 188Q: 3 clusters Score -4575694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -4575699.000000 Penalty: 5355.444336
	Iteration 189Q: 3 clusters Score -4575699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -4575705.000000 Penalty: 5355.444336
	Iteration 190Q: 3 clusters Score -4575705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -4575706.000000 Penalty: 5355.444336
	Iteration 191Q: 3 clusters Score -4575706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -4575702.000000 Penalty: 5355.444336
	Iteration 192Q: 3 clusters Score -4575702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -4575700.500000 Penalty: 5355.444336
	Iteration 193Q: 3 clusters Score -4575700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -4575707.000000 Penalty: 5355.444336
	Iteration 194Q: 3 clusters Score -4575707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -4575700.500000 Penalty: 5355.444336
	Iteration 195Q: 3 clusters Score -4575700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -4575699.500000 Penalty: 5355.444336
	Iteration 196Q: 3 clusters Score -4575700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -4575698.000000 Penalty: 5355.444336
	Iteration 197Q: 3 clusters Score -4575698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -4575698.000000 Penalty: 5355.444336
	Iteration 198F: 3 clusters Score -4575698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -581113.562500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -581113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -575755.125000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -575755.1 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -577317.375000 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -577317.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -577681.125000 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -577681.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -578156.500000 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -578156.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -578918.500000 Penalty: 4343.548828
	Iteration 4F: 3 clusters Score -578918.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -579823.500000 Penalty: 4343.548828
	Iteration 5F: 3 clusters Score -579823.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -580500.750000 Penalty: 4343.548828
	Iteration 6F: 3 clusters Score -580500.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -581001.125000 Penalty: 4343.548828
	Iteration 7F: 3 clusters Score -581001.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -581434.062500 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -581434.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -581930.500000 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -581930.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -582664.500000 Penalty: 4343.548828
	Iteration 10F: 3 clusters Score -582664.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -583236.312500 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -583236.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -583537.125000 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -583537.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -583688.625000 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -583688.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -583797.375000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -583797.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -583853.437500 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -583853.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -583868.125000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -583868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -583872.812500 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -583872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -583879.562500 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -583879.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -583885.625000 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -583885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -583890.312500 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -583890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -583891.250000 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -583891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -583891.375000 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -583891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -583892.562500 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -583892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -583892.562500 Penalty: 4343.548828
	Iteration 24F: 3 clusters Score -583892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Entering Unmasked Estep 
Score: -84047552.000000 Penalty: 149743.140625
Splitting cluster 12 changes total score from -84030384.000000 to -84047552.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -426062.593750 Penalty: 2094.266357
	Iteration 0F: 2 clusters Score -426062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -421784.562500 Penalty: 4188.532715
	Iteration 0F: 3 clusters Score -421784.6 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -422976.750000 Penalty: 4188.532715
	Iteration 1F: 3 clusters Score -422976.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -423360.593750 Penalty: 4188.532715
	Iteration 2F: 3 clusters Score -423360.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -423653.562500 Penalty: 4188.532715
	Iteration 3F: 3 clusters Score -423653.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -423838.406250 Penalty: 4188.532715
	Iteration 4F: 3 clusters Score -423838.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -423954.875000 Penalty: 4188.532715
	Iteration 5Q: 3 clusters Score -423954.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -424030.687500 Penalty: 4188.532715
	Iteration 6Q: 3 clusters Score -424030.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424094.593750 Penalty: 4188.532715
	Iteration 7Q: 3 clusters Score -424094.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424137.375000 Penalty: 4188.532715
	Iteration 8Q: 3 clusters Score -424137.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -424161.812500 Penalty: 4188.532715
	Iteration 9Q: 3 clusters Score -424161.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -424182.718750 Penalty: 4188.532715
	Iteration 10Q: 3 clusters Score -424182.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -424205.062500 Penalty: 4188.532715
	Iteration 11Q: 3 clusters Score -424205.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -424221.843750 Penalty: 4188.532715
	Iteration 12Q: 3 clusters Score -424221.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -424239.406250 Penalty: 4188.532715
	Iteration 13Q: 3 clusters Score -424239.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -424257.437500 Penalty: 4188.532715
	Iteration 14Q: 3 clusters Score -424257.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -424275.625000 Penalty: 4188.532715
	Iteration 15Q: 3 clusters Score -424275.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -424288.062500 Penalty: 4188.532715
	Iteration 16Q: 3 clusters Score -424288.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -424297.250000 Penalty: 4188.532715
	Iteration 17Q: 3 clusters Score -424297.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -424305.687500 Penalty: 4188.532715
	Iteration 18Q: 3 clusters Score -424305.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -424311.968750 Penalty: 4188.532715
	Iteration 19Q: 3 clusters Score -424312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -424319.593750 Penalty: 4188.532715
	Iteration 20F: 3 clusters Score -424319.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -424327.468750 Penalty: 4188.532715
	Iteration 21Q: 3 clusters Score -424327.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -424332.156250 Penalty: 4188.532715
	Iteration 22Q: 3 clusters Score -424332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -424337.437500 Penalty: 4188.532715
	Iteration 23Q: 3 clusters Score -424337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -424341.750000 Penalty: 4188.532715
	Iteration 24Q: 3 clusters Score -424341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -424346.000000 Penalty: 4188.532715
	Iteration 25Q: 3 clusters Score -424346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -424349.031250 Penalty: 4188.532715
	Iteration 26Q: 3 clusters Score -424349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -424351.156250 Penalty: 4188.532715
	Iteration 27Q: 3 clusters Score -424351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -424354.343750 Penalty: 4188.532715
	Iteration 28Q: 3 clusters Score -424354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -424355.781250 Penalty: 4188.532715
	Iteration 29Q: 3 clusters Score -424355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -424355.531250 Penalty: 4188.532715
	Iteration 30Q: 3 clusters Score -424355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -424357.156250 Penalty: 4188.532715
	Iteration 31Q: 3 clusters Score -424357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -424357.531250 Penalty: 4188.532715
	Iteration 32Q: 3 clusters Score -424357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -424358.250000 Penalty: 4188.532715
	Iteration 33Q: 3 clusters Score -424358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -424358.625000 Penalty: 4188.532715
	Iteration 34Q: 3 clusters Score -424358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -424358.312500 Penalty: 4188.532715
	Iteration 35Q: 3 clusters Score -424358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -424358.656250 Penalty: 4188.532715
	Iteration 36Q: 3 clusters Score -424358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -424358.656250 Penalty: 4188.532715
	Iteration 37F: 3 clusters Score -424358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -333196.750000 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -333196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -329637.937500 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -329637.9 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -330775.593750 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -330775.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -331209.093750 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -331209.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -331558.875000 Penalty: 4069.246094
	Iteration 3F: 3 clusters Score -331558.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -331828.500000 Penalty: 4069.246094
	Iteration 4F: 3 clusters Score -331828.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -332024.562500 Penalty: 4069.246094
	Iteration 5F: 3 clusters Score -332024.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -332155.843750 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -332155.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -332252.312500 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -332252.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -332335.656250 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -332335.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -332388.312500 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -332388.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -332414.781250 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -332414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -332430.843750 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -332430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -332436.125000 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -332436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -332436.125000 Penalty: 4069.246094
	Iteration 13F: 3 clusters Score -332436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Entering Unmasked Estep 
Score: -1381285.500000 Penalty: 2364.902344
	Iteration 0F: 2 clusters Score -1381286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1371044.375000 Penalty: 4729.804688
	Iteration 0F: 3 clusters Score -1371044 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1374559.875000 Penalty: 4729.804688
	Iteration 1F: 3 clusters Score -1374560 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1375677.125000 Penalty: 4729.804688
	Iteration 2F: 3 clusters Score -1375677 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1377325.125000 Penalty: 4729.804688
	Iteration 3F: 3 clusters Score -1377325 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1378991.750000 Penalty: 4729.804688
	Iteration 4F: 3 clusters Score -1378992 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1379891.750000 Penalty: 4729.804688
	Iteration 5F: 3 clusters Score -1379892 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1380246.250000 Penalty: 4729.804688
	Iteration 6Q: 3 clusters Score -1380246 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1380375.000000 Penalty: 4729.804688
	Iteration 7Q: 3 clusters Score -1380375 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1380431.500000 Penalty: 4729.804688
	Iteration 8Q: 3 clusters Score -1380432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1380453.250000 Penalty: 4729.804688
	Iteration 9Q: 3 clusters Score -1380453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1380463.500000 Penalty: 4729.804688
	Iteration 10Q: 3 clusters Score -1380464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1380470.875000 Penalty: 4729.804688
	Iteration 11Q: 3 clusters Score -1380471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1380477.750000 Penalty: 4729.804688
	Iteration 12Q: 3 clusters Score -1380478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1380478.125000 Penalty: 4729.804688
	Iteration 13Q: 3 clusters Score -1380478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1380484.375000 Penalty: 4729.804688
	Iteration 14Q: 3 clusters Score -1380484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1380487.500000 Penalty: 4729.804688
	Iteration 15Q: 3 clusters Score -1380488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1380490.125000 Penalty: 4729.804688
	Iteration 16Q: 3 clusters Score -1380490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1380490.375000 Penalty: 4729.804688
	Iteration 17Q: 3 clusters Score -1380490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1380490.375000 Penalty: 4729.804688
	Iteration 18Q: 3 clusters Score -1380490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1380491.750000 Penalty: 4729.804688
	Iteration 19Q: 3 clusters Score -1380492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1380493.875000 Penalty: 4729.804688
	Iteration 20F: 3 clusters Score -1380494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1380497.375000 Penalty: 4729.804688
	Iteration 21Q: 3 clusters Score -1380497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1380495.500000 Penalty: 4729.804688
	Iteration 22Q: 3 clusters Score -1380496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1380495.875000 Penalty: 4729.804688
	Iteration 23Q: 3 clusters Score -1380496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1380496.750000 Penalty: 4729.804688
	Iteration 24Q: 3 clusters Score -1380497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1380494.500000 Penalty: 4729.804688
	Iteration 25Q: 3 clusters Score -1380494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1380496.125000 Penalty: 4729.804688
	Iteration 26Q: 3 clusters Score -1380496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1380500.375000 Penalty: 4729.804688
	Iteration 27Q: 3 clusters Score -1380500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1380498.500000 Penalty: 4729.804688
	Iteration 28Q: 3 clusters Score -1380498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1380496.750000 Penalty: 4729.804688
	Iteration 29Q: 3 clusters Score -1380497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1380496.750000 Penalty: 4729.804688
	Iteration 30F: 3 clusters Score -1380497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -554763.750000 Penalty: 2184.512451
	Iteration 0F: 2 clusters Score -554763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -549323.125000 Penalty: 4369.024902
	Iteration 0F: 3 clusters Score -549323.1 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -551123.375000 Penalty: 4369.024902
	Iteration 1F: 3 clusters Score -551123.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -551772.125000 Penalty: 4369.024902
	Iteration 2F: 3 clusters Score -551772.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -552505.812500 Penalty: 4369.024902
	Iteration 3F: 3 clusters Score -552505.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -553510.500000 Penalty: 4369.024902
	Iteration 4F: 3 clusters Score -553510.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -554714.125000 Penalty: 4369.024902
	Iteration 5F: 3 clusters Score -554714.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -555539.687500 Penalty: 4369.024902
	Iteration 6F: 3 clusters Score -555539.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -555965.312500 Penalty: 4369.024902
	Iteration 7F: 3 clusters Score -555965.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -556203.375000 Penalty: 4369.024902
	Iteration 8Q: 3 clusters Score -556203.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -556359.625000 Penalty: 4369.024902
	Iteration 9Q: 3 clusters Score -556359.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -556454.937500 Penalty: 4369.024902
	Iteration 10Q: 3 clusters Score -556454.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -556514.687500 Penalty: 4369.024902
	Iteration 11Q: 3 clusters Score -556514.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -556544.937500 Penalty: 4369.024902
	Iteration 12Q: 3 clusters Score -556544.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -556573.312500 Penalty: 4369.024902
	Iteration 13Q: 3 clusters Score -556573.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -556600.000000 Penalty: 4369.024902
	Iteration 14Q: 3 clusters Score -556600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -556615.250000 Penalty: 4369.024902
	Iteration 15Q: 3 clusters Score -556615.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -556628.625000 Penalty: 4369.024902
	Iteration 16Q: 3 clusters Score -556628.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -556639.562500 Penalty: 4369.024902
	Iteration 17Q: 3 clusters Score -556639.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -556651.937500 Penalty: 4369.024902
	Iteration 18Q: 3 clusters Score -556651.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -556667.875000 Penalty: 4369.024902
	Iteration 19Q: 3 clusters Score -556667.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -556679.687500 Penalty: 4369.024902
	Iteration 20F: 3 clusters Score -556679.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -556690.312500 Penalty: 4369.024902
	Iteration 21Q: 3 clusters Score -556690.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -556704.687500 Penalty: 4369.024902
	Iteration 22Q: 3 clusters Score -556704.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -556722.062500 Penalty: 4369.024902
	Iteration 23Q: 3 clusters Score -556722.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -556751.312500 Penalty: 4369.024902
	Iteration 24Q: 3 clusters Score -556751.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -556771.250000 Penalty: 4369.024902
	Iteration 25Q: 3 clusters Score -556771.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -556780.875000 Penalty: 4369.024902
	Iteration 26Q: 3 clusters Score -556780.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -556787.375000 Penalty: 4369.024902
	Iteration 27Q: 3 clusters Score -556787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -556794.625000 Penalty: 4369.024902
	Iteration 28Q: 3 clusters Score -556794.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -556799.500000 Penalty: 4369.024902
	Iteration 29Q: 3 clusters Score -556799.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -556808.125000 Penalty: 4369.024902
	Iteration 30Q: 3 clusters Score -556808.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -556815.250000 Penalty: 4369.024902
	Iteration 31Q: 3 clusters Score -556815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -556828.625000 Penalty: 4369.024902
	Iteration 32Q: 3 clusters Score -556828.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -556849.875000 Penalty: 4369.024902
	Iteration 33Q: 3 clusters Score -556849.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -556869.187500 Penalty: 4369.024902
	Iteration 34Q: 3 clusters Score -556869.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -556891.625000 Penalty: 4369.024902
	Iteration 35Q: 3 clusters Score -556891.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -556914.000000 Penalty: 4369.024902
	Iteration 36Q: 3 clusters Score -556914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -556927.437500 Penalty: 4369.024902
	Iteration 37Q: 3 clusters Score -556927.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -556936.625000 Penalty: 4369.024902
	Iteration 38Q: 3 clusters Score -556936.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -556944.375000 Penalty: 4369.024902
	Iteration 39Q: 3 clusters Score -556944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -556955.687500 Penalty: 4369.024902
	Iteration 40F: 3 clusters Score -556955.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -556968.437500 Penalty: 4369.024902
	Iteration 41Q: 3 clusters Score -556968.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -556980.937500 Penalty: 4369.024902
	Iteration 42Q: 3 clusters Score -556980.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -556996.562500 Penalty: 4369.024902
	Iteration 43Q: 3 clusters Score -556996.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -557004.625000 Penalty: 4369.024902
	Iteration 44Q: 3 clusters Score -557004.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -557014.312500 Penalty: 4369.024902
	Iteration 45Q: 3 clusters Score -557014.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -557022.375000 Penalty: 4369.024902
	Iteration 46Q: 3 clusters Score -557022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -557026.937500 Penalty: 4369.024902
	Iteration 47Q: 3 clusters Score -557026.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -557032.687500 Penalty: 4369.024902
	Iteration 48Q: 3 clusters Score -557032.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -557039.875000 Penalty: 4369.024902
	Iteration 49Q: 3 clusters Score -557039.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -557046.687500 Penalty: 4369.024902
	Iteration 50Q: 3 clusters Score -557046.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -557053.187500 Penalty: 4369.024902
	Iteration 51Q: 3 clusters Score -557053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -557060.500000 Penalty: 4369.024902
	Iteration 52Q: 3 clusters Score -557060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -557065.187500 Penalty: 4369.024902
	Iteration 53Q: 3 clusters Score -557065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -557067.000000 Penalty: 4369.024902
	Iteration 54Q: 3 clusters Score -557067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -557069.187500 Penalty: 4369.024902
	Iteration 55Q: 3 clusters Score -557069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -557068.375000 Penalty: 4369.024902
	Iteration 56Q: 3 clusters Score -557068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -557070.437500 Penalty: 4369.024902
	Iteration 57Q: 3 clusters Score -557070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -557072.125000 Penalty: 4369.024902
	Iteration 58Q: 3 clusters Score -557072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -557072.312500 Penalty: 4369.024902
	Iteration 59Q: 3 clusters Score -557072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -557074.750000 Penalty: 4369.024902
	Iteration 60F: 3 clusters Score -557074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -557078.875000 Penalty: 4369.024902
	Iteration 61Q: 3 clusters Score -557078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -557082.250000 Penalty: 4369.024902
	Iteration 62Q: 3 clusters Score -557082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -557082.875000 Penalty: 4369.024902
	Iteration 63Q: 3 clusters Score -557082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -557083.125000 Penalty: 4369.024902
	Iteration 64Q: 3 clusters Score -557083.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -557083.125000 Penalty: 4369.024902
	Iteration 65F: 3 clusters Score -557083.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 5490 members 
Entering Unmasked Estep 
Score: -84048592.000000 Penalty: 153146.390625
Splitting cluster 16 changes total score from -84030384.000000 to -84048592.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (12518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Entering Unmasked Estep 
Score: -1183007.250000 Penalty: 2339.860840
	Iteration 0F: 2 clusters Score -1183007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1173837.000000 Penalty: 4679.721680
	Iteration 0F: 3 clusters Score -1173837 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1177040.500000 Penalty: 4679.721680
	Iteration 1F: 3 clusters Score -1177040 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1178048.500000 Penalty: 4679.721680
	Iteration 2F: 3 clusters Score -1178048 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1179219.625000 Penalty: 4679.721680
	Iteration 3F: 3 clusters Score -1179220 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1180918.625000 Penalty: 4679.721680
	Iteration 4F: 3 clusters Score -1180919 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1184156.250000 Penalty: 4679.721680
	Iteration 5F: 3 clusters Score -1184156 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1186548.500000 Penalty: 4679.721680
	Iteration 6F: 3 clusters Score -1186548 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1187208.000000 Penalty: 4679.721680
	Iteration 7F: 3 clusters Score -1187208 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1187510.875000 Penalty: 4679.721680
	Iteration 8Q: 3 clusters Score -1187511 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1187749.250000 Penalty: 4679.721680
	Iteration 9Q: 3 clusters Score -1187749 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1187996.375000 Penalty: 4679.721680
	Iteration 10Q: 3 clusters Score -1187996 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1188254.125000 Penalty: 4679.721680
	Iteration 11Q: 3 clusters Score -1188254 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1188581.500000 Penalty: 4679.721680
	Iteration 12Q: 3 clusters Score -1188582 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1188947.750000 Penalty: 4679.721680
	Iteration 13Q: 3 clusters Score -1188948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1189268.250000 Penalty: 4679.721680
	Iteration 14Q: 3 clusters Score -1189268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1189493.500000 Penalty: 4679.721680
	Iteration 15Q: 3 clusters Score -1189494 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1189610.250000 Penalty: 4679.721680
	Iteration 16Q: 3 clusters Score -1189610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1189676.500000 Penalty: 4679.721680
	Iteration 17Q: 3 clusters Score -1189676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1189717.125000 Penalty: 4679.721680
	Iteration 18Q: 3 clusters Score -1189717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1189741.875000 Penalty: 4679.721680
	Iteration 19Q: 3 clusters Score -1189742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1189758.250000 Penalty: 4679.721680
	Iteration 20F: 3 clusters Score -1189758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1189756.500000 Penalty: 4679.721680
	Iteration 21Q: 3 clusters Score -1189756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1189759.875000 Penalty: 4679.721680
	Iteration 22Q: 3 clusters Score -1189760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1189766.000000 Penalty: 4679.721680
	Iteration 23Q: 3 clusters Score -1189766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1189768.750000 Penalty: 4679.721680
	Iteration 24Q: 3 clusters Score -1189769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1189769.875000 Penalty: 4679.721680
	Iteration 25Q: 3 clusters Score -1189770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1189769.500000 Penalty: 4679.721680
	Iteration 26Q: 3 clusters Score -1189770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1189770.000000 Penalty: 4679.721680
	Iteration 27Q: 3 clusters Score -1189770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1189770.375000 Penalty: 4679.721680
	Iteration 28Q: 3 clusters Score -1189770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1189771.000000 Penalty: 4679.721680
	Iteration 29Q: 3 clusters Score -1189771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1189767.750000 Penalty: 4679.721680
	Iteration 30Q: 3 clusters Score -1189768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1189767.750000 Penalty: 4679.721680
	Iteration 31F: 3 clusters Score -1189768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 8905 members 
Entering Unmasked Estep 
Score: -84054624.000000 Penalty: 156549.640625
Splitting cluster 17 changes total score from -84030384.000000 to -84054624.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -990296.000000 Penalty: 2289.852295
	Iteration 0F: 2 clusters Score -990296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -982484.562500 Penalty: 4579.704590
	Iteration 0F: 3 clusters Score -982484.6 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -984659.250000 Penalty: 4579.704590
	Iteration 1F: 3 clusters Score -984659.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -984927.125000 Penalty: 4579.704590
	Iteration 2F: 3 clusters Score -984927.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -985151.062500 Penalty: 4579.704590
	Iteration 3Q: 3 clusters Score -985151.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -985407.062500 Penalty: 4579.704590
	Iteration 4Q: 3 clusters Score -985407.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -985723.687500 Penalty: 4579.704590
	Iteration 5Q: 3 clusters Score -985723.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -986195.437500 Penalty: 4579.704590
	Iteration 6F: 3 clusters Score -986195.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -986776.750000 Penalty: 4579.704590
	Iteration 7F: 3 clusters Score -986776.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -987378.000000 Penalty: 4579.704590
	Iteration 8F: 3 clusters Score -987378 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -987920.375000 Penalty: 4579.704590
	Iteration 9F: 3 clusters Score -987920.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -988271.375000 Penalty: 4579.704590
	Iteration 10F: 3 clusters Score -988271.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -988456.000000 Penalty: 4579.704590
	Iteration 11Q: 3 clusters Score -988456 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -988537.000000 Penalty: 4579.704590
	Iteration 12Q: 3 clusters Score -988537 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -988576.687500 Penalty: 4579.704590
	Iteration 13Q: 3 clusters Score -988576.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -988592.750000 Penalty: 4579.704590
	Iteration 14Q: 3 clusters Score -988592.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -988602.062500 Penalty: 4579.704590
	Iteration 15Q: 3 clusters Score -988602.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -988607.750000 Penalty: 4579.704590
	Iteration 16Q: 3 clusters Score -988607.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -988612.125000 Penalty: 4579.704590
	Iteration 17Q: 3 clusters Score -988612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -988616.062500 Penalty: 4579.704590
	Iteration 18Q: 3 clusters Score -988616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -988617.750000 Penalty: 4579.704590
	Iteration 19Q: 3 clusters Score -988617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -988619.500000 Penalty: 4579.704590
	Iteration 20F: 3 clusters Score -988619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -988622.562500 Penalty: 4579.704590
	Iteration 21Q: 3 clusters Score -988622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -988620.812500 Penalty: 4579.704590
	Iteration 22Q: 3 clusters Score -988620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -988618.937500 Penalty: 4579.704590
	Iteration 23Q: 3 clusters Score -988618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -988619.312500 Penalty: 4579.704590
	Iteration 24Q: 3 clusters Score -988619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -988620.312500 Penalty: 4579.704590
	Iteration 25Q: 3 clusters Score -988620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -988620.312500 Penalty: 4579.704590
	Iteration 26F: 3 clusters Score -988620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Entering Unmasked Estep 
Score: -2074184.625000 Penalty: 2468.294922
	Iteration 0F: 2 clusters Score -2074185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2059462.375000 Penalty: 4936.589844
	Iteration 0F: 3 clusters Score -2059462 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2064405.500000 Penalty: 4936.589844
	Iteration 1F: 3 clusters Score -2064406 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2064973.625000 Penalty: 4936.589844
	Iteration 2F: 3 clusters Score -2064974 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2065613.500000 Penalty: 4936.589844
	Iteration 3F: 3 clusters Score -2065614 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2066324.750000 Penalty: 4936.589844
	Iteration 4F: 3 clusters Score -2066325 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2067268.000000 Penalty: 4936.589844
	Iteration 5F: 3 clusters Score -2067268 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2068442.250000 Penalty: 4936.589844
	Iteration 6F: 3 clusters Score -2068442 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2069793.500000 Penalty: 4936.589844
	Iteration 7F: 3 clusters Score -2069794 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2071069.625000 Penalty: 4936.589844
	Iteration 8F: 3 clusters Score -2071070 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2071988.750000 Penalty: 4936.589844
	Iteration 9F: 3 clusters Score -2071989 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2072621.500000 Penalty: 4936.589844
	Iteration 10Q: 3 clusters Score -2072622 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2072981.625000 Penalty: 4936.589844
	Iteration 11Q: 3 clusters Score -2072982 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2073163.875000 Penalty: 4936.589844
	Iteration 12Q: 3 clusters Score -2073164 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2073261.000000 Penalty: 4936.589844
	Iteration 13Q: 3 clusters Score -2073261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2073300.250000 Penalty: 4936.589844
	Iteration 14Q: 3 clusters Score -2073300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2073314.875000 Penalty: 4936.589844
	Iteration 15Q: 3 clusters Score -2073315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2073322.000000 Penalty: 4936.589844
	Iteration 16Q: 3 clusters Score -2073322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2073326.500000 Penalty: 4936.589844
	Iteration 17Q: 3 clusters Score -2073326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2073338.125000 Penalty: 4936.589844
	Iteration 18Q: 3 clusters Score -2073338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2073344.250000 Penalty: 4936.589844
	Iteration 19Q: 3 clusters Score -2073344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2073343.125000 Penalty: 4936.589844
	Iteration 20F: 3 clusters Score -2073343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2073353.250000 Penalty: 4936.589844
	Iteration 21Q: 3 clusters Score -2073353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2073348.750000 Penalty: 4936.589844
	Iteration 22Q: 3 clusters Score -2073349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2073351.625000 Penalty: 4936.589844
	Iteration 23Q: 3 clusters Score -2073352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2073347.250000 Penalty: 4936.589844
	Iteration 24Q: 3 clusters Score -2073347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2073350.500000 Penalty: 4936.589844
	Iteration 25Q: 3 clusters Score -2073350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2073351.750000 Penalty: 4936.589844
	Iteration 26Q: 3 clusters Score -2073352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2073351.500000 Penalty: 4936.589844
	Iteration 27Q: 3 clusters Score -2073352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2073350.000000 Penalty: 4936.589844
	Iteration 28Q: 3 clusters Score -2073350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2073353.125000 Penalty: 4936.589844
	Iteration 29Q: 3 clusters Score -2073353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2073352.625000 Penalty: 4936.589844
	Iteration 30Q: 3 clusters Score -2073353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2073353.625000 Penalty: 4936.589844
	Iteration 31Q: 3 clusters Score -2073354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2073354.500000 Penalty: 4936.589844
	Iteration 32Q: 3 clusters Score -2073354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2073355.875000 Penalty: 4936.589844
	Iteration 33Q: 3 clusters Score -2073356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2073355.875000 Penalty: 4936.589844
	Iteration 34Q: 3 clusters Score -2073356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2073354.875000 Penalty: 4936.589844
	Iteration 35Q: 3 clusters Score -2073355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2073351.375000 Penalty: 4936.589844
	Iteration 36Q: 3 clusters Score -2073351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2073354.375000 Penalty: 4936.589844
	Iteration 37Q: 3 clusters Score -2073354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2073356.500000 Penalty: 4936.589844
	Iteration 38Q: 3 clusters Score -2073356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2073356.625000 Penalty: 4936.589844
	Iteration 39Q: 3 clusters Score -2073357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2073356.625000 Penalty: 4936.589844
	Iteration 40F: 3 clusters Score -2073357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -492141.687500 Penalty: 2181.229248
	Iteration 0F: 2 clusters Score -492141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -486687.812500 Penalty: 4362.458496
	Iteration 0F: 3 clusters Score -486687.8 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -489117.406250 Penalty: 4362.458496
	Iteration 1F: 3 clusters Score -489117.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -490373.968750 Penalty: 4362.458496
	Iteration 2F: 3 clusters Score -490374 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -491567.750000 Penalty: 4362.458496
	Iteration 3F: 3 clusters Score -491567.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -492524.937500 Penalty: 4362.458496
	Iteration 4F: 3 clusters Score -492524.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -492946.625000 Penalty: 4362.458496
	Iteration 5F: 3 clusters Score -492946.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -493137.125000 Penalty: 4362.458496
	Iteration 6Q: 3 clusters Score -493137.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -493229.937500 Penalty: 4362.458496
	Iteration 7Q: 3 clusters Score -493229.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -493270.093750 Penalty: 4362.458496
	Iteration 8Q: 3 clusters Score -493270.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -493288.468750 Penalty: 4362.458496
	Iteration 9Q: 3 clusters Score -493288.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -493306.156250 Penalty: 4362.458496
	Iteration 10Q: 3 clusters Score -493306.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -493324.718750 Penalty: 4362.458496
	Iteration 11Q: 3 clusters Score -493324.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -493332.281250 Penalty: 4362.458496
	Iteration 12Q: 3 clusters Score -493332.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -493338.281250 Penalty: 4362.458496
	Iteration 13Q: 3 clusters Score -493338.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -493346.718750 Penalty: 4362.458496
	Iteration 14Q: 3 clusters Score -493346.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -493353.843750 Penalty: 4362.458496
	Iteration 15Q: 3 clusters Score -493353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -493357.625000 Penalty: 4362.458496
	Iteration 16Q: 3 clusters Score -493357.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -493361.468750 Penalty: 4362.458496
	Iteration 17Q: 3 clusters Score -493361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -493364.750000 Penalty: 4362.458496
	Iteration 18Q: 3 clusters Score -493364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -493366.593750 Penalty: 4362.458496
	Iteration 19Q: 3 clusters Score -493366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -493371.531250 Penalty: 4362.458496
	Iteration 20F: 3 clusters Score -493371.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -493378.156250 Penalty: 4362.458496
	Iteration 21Q: 3 clusters Score -493378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -493379.093750 Penalty: 4362.458496
	Iteration 22Q: 3 clusters Score -493379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -493381.687500 Penalty: 4362.458496
	Iteration 23Q: 3 clusters Score -493381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -493381.937500 Penalty: 4362.458496
	Iteration 24Q: 3 clusters Score -493381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -493382.687500 Penalty: 4362.458496
	Iteration 25Q: 3 clusters Score -493382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -493383.687500 Penalty: 4362.458496
	Iteration 26Q: 3 clusters Score -493383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -493385.093750 Penalty: 4362.458496
	Iteration 27Q: 3 clusters Score -493385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -493385.093750 Penalty: 4362.458496
	Iteration 28F: 3 clusters Score -493385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 35588 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 8905 members 
Mstep: Class 47 contains 2434 members 
Entering Unmasked Estep 
Score: -84054912.000000 Penalty: 159952.890625
Splitting cluster 20 changes total score from -84030384.000000 to -84054912.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 21 (67036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Entering Unmasked Estep 
Score: -6417295.500000 Penalty: 2756.020264
	Iteration 0F: 2 clusters Score -6417296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -6372127.500000 Penalty: 5512.040527
	Iteration 0F: 3 clusters Score -6372128 nChanged 31282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6389893.500000 Penalty: 5512.040527
	Iteration 1F: 3 clusters Score -6389894 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6390709.500000 Penalty: 5512.040527
	Iteration 2Q: 3 clusters Score -6390710 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -6391931.500000 Penalty: 5512.040527
	Iteration 3Q: 3 clusters Score -6391932 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6393725.500000 Penalty: 5512.040527
	Iteration 4F: 3 clusters Score -6393726 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6396737.500000 Penalty: 5512.040527
	Iteration 5F: 3 clusters Score -6396738 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -6401416.000000 Penalty: 5512.040527
	Iteration 6F: 3 clusters Score -6401416 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -6406831.000000 Penalty: 5512.040527
	Iteration 7F: 3 clusters Score -6406831 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6410985.500000 Penalty: 5512.040527
	Iteration 8F: 3 clusters Score -6410986 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6413252.000000 Penalty: 5512.040527
	Iteration 9Q: 3 clusters Score -6413252 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6414289.500000 Penalty: 5512.040527
	Iteration 10Q: 3 clusters Score -6414290 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6414735.500000 Penalty: 5512.040527
	Iteration 11Q: 3 clusters Score -6414736 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6414961.500000 Penalty: 5512.040527
	Iteration 12Q: 3 clusters Score -6414962 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6415095.000000 Penalty: 5512.040527
	Iteration 13Q: 3 clusters Score -6415095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6415162.000000 Penalty: 5512.040527
	Iteration 14Q: 3 clusters Score -6415162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6415211.500000 Penalty: 5512.040527
	Iteration 15Q: 3 clusters Score -6415212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6415257.500000 Penalty: 5512.040527
	Iteration 16Q: 3 clusters Score -6415258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6415279.000000 Penalty: 5512.040527
	Iteration 17Q: 3 clusters Score -6415279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6415300.000000 Penalty: 5512.040527
	Iteration 18Q: 3 clusters Score -6415300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6415315.500000 Penalty: 5512.040527
	Iteration 19Q: 3 clusters Score -6415316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6415337.000000 Penalty: 5512.040527
	Iteration 20F: 3 clusters Score -6415337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6415345.000000 Penalty: 5512.040527
	Iteration 21Q: 3 clusters Score -6415345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6415362.000000 Penalty: 5512.040527
	Iteration 22Q: 3 clusters Score -6415362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6415358.000000 Penalty: 5512.040527
	Iteration 23Q: 3 clusters Score -6415358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6415370.000000 Penalty: 5512.040527
	Iteration 24Q: 3 clusters Score -6415370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6415370.500000 Penalty: 5512.040527
	Iteration 25Q: 3 clusters Score -6415370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6415365.000000 Penalty: 5512.040527
	Iteration 26Q: 3 clusters Score -6415365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6415376.500000 Penalty: 5512.040527
	Iteration 27Q: 3 clusters Score -6415376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6415374.500000 Penalty: 5512.040527
	Iteration 28Q: 3 clusters Score -6415374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6415380.000000 Penalty: 5512.040527
	Iteration 29Q: 3 clusters Score -6415380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6415385.500000 Penalty: 5512.040527
	Iteration 30Q: 3 clusters Score -6415386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6415389.500000 Penalty: 5512.040527
	Iteration 31Q: 3 clusters Score -6415390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6415391.000000 Penalty: 5512.040527
	Iteration 32Q: 3 clusters Score -6415391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6415391.000000 Penalty: 5512.040527
	Iteration 33Q: 3 clusters Score -6415391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6415387.000000 Penalty: 5512.040527
	Iteration 34Q: 3 clusters Score -6415387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6415390.000000 Penalty: 5512.040527
	Iteration 35Q: 3 clusters Score -6415390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6415398.500000 Penalty: 5512.040527
	Iteration 36Q: 3 clusters Score -6415398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6415399.500000 Penalty: 5512.040527
	Iteration 37Q: 3 clusters Score -6415400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6415402.500000 Penalty: 5512.040527
	Iteration 38Q: 3 clusters Score -6415402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6415402.500000 Penalty: 5512.040527
	Iteration 39F: 3 clusters Score -6415402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Entering Unmasked Estep 
Score: -8289234.000000 Penalty: 2840.624268
	Iteration 0F: 2 clusters Score -8289234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -8226264.500000 Penalty: 5681.248535
	Iteration 0F: 3 clusters Score -8226264 nChanged 44388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -8251339.000000 Penalty: 5681.248535
	Iteration 1F: 3 clusters Score -8251339 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -8252361.000000 Penalty: 5681.248535
	Iteration 2Q: 3 clusters Score -8252361 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -8253611.500000 Penalty: 5681.248535
	Iteration 3Q: 3 clusters Score -8253612 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -8255131.000000 Penalty: 5681.248535
	Iteration 4Q: 3 clusters Score -8255131 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -8257172.500000 Penalty: 5681.248535
	Iteration 5Q: 3 clusters Score -8257172 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -8259787.500000 Penalty: 5681.248535
	Iteration 6F: 3 clusters Score -8259788 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -8262884.500000 Penalty: 5681.248535
	Iteration 7F: 3 clusters Score -8262884 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -8266243.000000 Penalty: 5681.248535
	Iteration 8F: 3 clusters Score -8266243 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -8269429.000000 Penalty: 5681.248535
	Iteration 9F: 3 clusters Score -8269429 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -8272022.500000 Penalty: 5681.248535
	Iteration 10Q: 3 clusters Score -8272022 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -8273781.000000 Penalty: 5681.248535
	Iteration 11Q: 3 clusters Score -8273781 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -8274692.000000 Penalty: 5681.248535
	Iteration 12Q: 3 clusters Score -8274692 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -8275051.000000 Penalty: 5681.248535
	Iteration 13Q: 3 clusters Score -8275051 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -8275363.000000 Penalty: 5681.248535
	Iteration 14Q: 3 clusters Score -8275363 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -8275582.000000 Penalty: 5681.248535
	Iteration 15Q: 3 clusters Score -8275582 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -8275799.000000 Penalty: 5681.248535
	Iteration 16Q: 3 clusters Score -8275799 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -8275950.000000 Penalty: 5681.248535
	Iteration 17Q: 3 clusters Score -8275950 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -8276073.500000 Penalty: 5681.248535
	Iteration 18Q: 3 clusters Score -8276074 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -8276195.500000 Penalty: 5681.248535
	Iteration 19Q: 3 clusters Score -8276196 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -8276295.000000 Penalty: 5681.248535
	Iteration 20F: 3 clusters Score -8276295 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -8276412.500000 Penalty: 5681.248535
	Iteration 21Q: 3 clusters Score -8276412 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -8276595.500000 Penalty: 5681.248535
	Iteration 22Q: 3 clusters Score -8276596 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -8276766.500000 Penalty: 5681.248535
	Iteration 23Q: 3 clusters Score -8276766 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8276949.500000 Penalty: 5681.248535
	Iteration 24Q: 3 clusters Score -8276950 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -8277124.000000 Penalty: 5681.248535
	Iteration 25Q: 3 clusters Score -8277124 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -8277292.000000 Penalty: 5681.248535
	Iteration 26Q: 3 clusters Score -8277292 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -8277414.500000 Penalty: 5681.248535
	Iteration 27Q: 3 clusters Score -8277414 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -8277547.500000 Penalty: 5681.248535
	Iteration 28Q: 3 clusters Score -8277548 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -8277783.000000 Penalty: 5681.248535
	Iteration 29Q: 3 clusters Score -8277783 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -8278020.000000 Penalty: 5681.248535
	Iteration 30Q: 3 clusters Score -8278020 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -8278189.000000 Penalty: 5681.248535
	Iteration 31Q: 3 clusters Score -8278189 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -8278391.500000 Penalty: 5681.248535
	Iteration 32Q: 3 clusters Score -8278392 nChanged 1037
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8278645 nChanged 1050
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Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8278872 nChanged 1071
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Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8279330 nChanged 1177
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Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8279688 nChanged 1232
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Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8280044 nChanged 1369
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Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8280516 nChanged 1388
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Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8281041 nChanged 1389
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Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8281590 nChanged 1424
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Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8282112 nChanged 1436
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Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8282703 nChanged 1381
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Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8283370 nChanged 1320
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Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8284056 nChanged 1202
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Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8284662 nChanged 1132
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Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8285292 nChanged 1022
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Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8285829 nChanged 895
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Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8286278 nChanged 768
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Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8286681 nChanged 673
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Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8286962 nChanged 539
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Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8287209 nChanged 496
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Mstep: Class 2 contains 89135 members 
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	Iteration 53Q: 3 clusters Score -8287412 nChanged 436
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Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 89507 members 
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	Iteration 54Q: 3 clusters Score -8287572 nChanged 360
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Mstep: Class 2 contains 89805 members 
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	Iteration 55Q: 3 clusters Score -8287734 nChanged 336
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Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 90067 members 
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	Iteration 56Q: 3 clusters Score -8287882 nChanged 303
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Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 90284 members 
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	Iteration 57Q: 3 clusters Score -8287997 nChanged 259
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Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8288100 nChanged 243
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Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8288193 nChanged 217
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Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8288244 nChanged 163
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Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8288318 nChanged 162
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	Iteration 62Q: 3 clusters Score -8288372 nChanged 157
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	Iteration 63Q: 3 clusters Score -8288411 nChanged 117
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	Iteration 64Q: 3 clusters Score -8288430 nChanged 95
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Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 91057 members 
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	Iteration 68Q: 3 clusters Score -8288480 nChanged 64
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Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8288506 nChanged 52
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Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8288508 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8288523 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8288528 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8288534 nChanged 38
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Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8288541 nChanged 35
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Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8288543 nChanged 27
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8288548 nChanged 25
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Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8288563 nChanged 29
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 91190 members 
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	Iteration 78Q: 3 clusters Score -8288570 nChanged 23
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	Iteration 79Q: 3 clusters Score -8288585 nChanged 24
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Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8288576 nChanged 30
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8288574 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3091 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8288577 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8288574 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8288583 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8288589 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8288598 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8288604 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8288597 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8288594 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8288584 nChanged 12
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Mstep: Class 1 contains 3053 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8288588 nChanged 7
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Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 91242 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8288590 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3047 members 
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	Iteration 93Q: 3 clusters Score -8288586 nChanged 2
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Mstep: Class 1 contains 3047 members 
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	Iteration 94Q: 3 clusters Score -8288591 nChanged 3
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Mstep: Class 1 contains 3046 members 
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	Iteration 95Q: 3 clusters Score -8288592 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8288594 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8288594 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8288593 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8288598 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8288588 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8288604 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8288602 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8288602 nChanged 2
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Mstep: Class 1 contains 3023 members 
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	Iteration 104Q: 3 clusters Score -8288602 nChanged 2
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8288600 nChanged 3
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Mstep: Class 1 contains 3020 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8288597 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8288598 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8288598 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8288596 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8288602 nChanged 1
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8288602 nChanged 4
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8288606 nChanged 3
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Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8288608 nChanged 2
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Mstep: Class 1 contains 3015 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8288614 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3014 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8288612 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8288618 nChanged 0
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Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -8288618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -7424998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 38057 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7373796 nChanged 35780
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Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7393810 nChanged 2795
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Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7394639 nChanged 2832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7395550 nChanged 2952
Entering Unmasked Mstep 
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Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -7396669.500000 Penalty: 5575.535156
	Iteration 4Q: 3 clusters Score -7396670 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7398183.500000 Penalty: 5575.535156
	Iteration 5Q: 3 clusters Score -7398184 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -7399914.000000 Penalty: 5575.535156
	Iteration 6Q: 3 clusters Score -7399914 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -7401878.000000 Penalty: 5575.535156
	Iteration 7F: 3 clusters Score -7401878 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -7404308.000000 Penalty: 5575.535156
	Iteration 8F: 3 clusters Score -7404308 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -7407403.500000 Penalty: 5575.535156
	Iteration 9F: 3 clusters Score -7407404 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -7410504.500000 Penalty: 5575.535156
	Iteration 10F: 3 clusters Score -7410504 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -7412818.000000 Penalty: 5575.535156
	Iteration 11Q: 3 clusters Score -7412818 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -7414344.500000 Penalty: 5575.535156
	Iteration 12Q: 3 clusters Score -7414344 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -7415458.500000 Penalty: 5575.535156
	Iteration 13Q: 3 clusters Score -7415458 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7416329.500000 Penalty: 5575.535156
	Iteration 14Q: 3 clusters Score -7416330 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -7417105.000000 Penalty: 5575.535156
	Iteration 15Q: 3 clusters Score -7417105 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -7417761.000000 Penalty: 5575.535156
	Iteration 16Q: 3 clusters Score -7417761 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -7418345.500000 Penalty: 5575.535156
	Iteration 17Q: 3 clusters Score -7418346 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7418848.500000 Penalty: 5575.535156
	Iteration 18Q: 3 clusters Score -7418848 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -7419371.500000 Penalty: 5575.535156
	Iteration 19Q: 3 clusters Score -7419372 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -7419816.500000 Penalty: 5575.535156
	Iteration 20F: 3 clusters Score -7419816 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -7420215.500000 Penalty: 5575.535156
	Iteration 21Q: 3 clusters Score -7420216 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -7420586.500000 Penalty: 5575.535156
	Iteration 22Q: 3 clusters Score -7420586 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -7420887.000000 Penalty: 5575.535156
	Iteration 23Q: 3 clusters Score -7420887 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -7421222.000000 Penalty: 5575.535156
	Iteration 24Q: 3 clusters Score -7421222 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -7421548.500000 Penalty: 5575.535156
	Iteration 25Q: 3 clusters Score -7421548 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -7421840.000000 Penalty: 5575.535156
	Iteration 26Q: 3 clusters Score -7421840 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -7422061.500000 Penalty: 5575.535156
	Iteration 27Q: 3 clusters Score -7422062 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -7422295.500000 Penalty: 5575.535156
	Iteration 28Q: 3 clusters Score -7422296 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -7422462.500000 Penalty: 5575.535156
	Iteration 29Q: 3 clusters Score -7422462 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -7422690.500000 Penalty: 5575.535156
	Iteration 30Q: 3 clusters Score -7422690 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -7422910.000000 Penalty: 5575.535156
	Iteration 31Q: 3 clusters Score -7422910 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -7423080.000000 Penalty: 5575.535156
	Iteration 32Q: 3 clusters Score -7423080 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -7423206.000000 Penalty: 5575.535156
	Iteration 33Q: 3 clusters Score -7423206 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -7423316.000000 Penalty: 5575.535156
	Iteration 34Q: 3 clusters Score -7423316 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -7423416.000000 Penalty: 5575.535156
	Iteration 35Q: 3 clusters Score -7423416 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -7423513.000000 Penalty: 5575.535156
	Iteration 36Q: 3 clusters Score -7423513 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -7423594.000000 Penalty: 5575.535156
	Iteration 37Q: 3 clusters Score -7423594 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -7423645.000000 Penalty: 5575.535156
	Iteration 38Q: 3 clusters Score -7423645 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -7423689.000000 Penalty: 5575.535156
	Iteration 39Q: 3 clusters Score -7423689 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -7423742.500000 Penalty: 5575.535156
	Iteration 40F: 3 clusters Score -7423742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -7423758.000000 Penalty: 5575.535156
	Iteration 41Q: 3 clusters Score -7423758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -7423757.000000 Penalty: 5575.535156
	Iteration 42Q: 3 clusters Score -7423757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -7423775.000000 Penalty: 5575.535156
	Iteration 43Q: 3 clusters Score -7423775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -7423797.500000 Penalty: 5575.535156
	Iteration 44Q: 3 clusters Score -7423798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -7423816.500000 Penalty: 5575.535156
	Iteration 45Q: 3 clusters Score -7423816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -7423825.000000 Penalty: 5575.535156
	Iteration 46Q: 3 clusters Score -7423825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -7423860.500000 Penalty: 5575.535156
	Iteration 47Q: 3 clusters Score -7423860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -7423859.500000 Penalty: 5575.535156
	Iteration 48Q: 3 clusters Score -7423860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -7423855.000000 Penalty: 5575.535156
	Iteration 49Q: 3 clusters Score -7423855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -7423853.000000 Penalty: 5575.535156
	Iteration 50Q: 3 clusters Score -7423853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -7423867.500000 Penalty: 5575.535156
	Iteration 51Q: 3 clusters Score -7423868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -7423866.000000 Penalty: 5575.535156
	Iteration 52Q: 3 clusters Score -7423866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -7423872.500000 Penalty: 5575.535156
	Iteration 53Q: 3 clusters Score -7423872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -7423876.000000 Penalty: 5575.535156
	Iteration 54Q: 3 clusters Score -7423876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -7423890.000000 Penalty: 5575.535156
	Iteration 55Q: 3 clusters Score -7423890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -7423892.000000 Penalty: 5575.535156
	Iteration 56Q: 3 clusters Score -7423892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -7423886.000000 Penalty: 5575.535156
	Iteration 57Q: 3 clusters Score -7423886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -7423873.500000 Penalty: 5575.535156
	Iteration 58Q: 3 clusters Score -7423874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -7423881.000000 Penalty: 5575.535156
	Iteration 59Q: 3 clusters Score -7423881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -7423878.000000 Penalty: 5575.535156
	Iteration 60F: 3 clusters Score -7423878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -7423883.000000 Penalty: 5575.535156
	Iteration 61Q: 3 clusters Score -7423883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -7423877.500000 Penalty: 5575.535156
	Iteration 62Q: 3 clusters Score -7423878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -7423876.500000 Penalty: 5575.535156
	Iteration 63Q: 3 clusters Score -7423876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -7423875.500000 Penalty: 5575.535156
	Iteration 64Q: 3 clusters Score -7423876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -7423870.000000 Penalty: 5575.535156
	Iteration 65Q: 3 clusters Score -7423870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -7423871.500000 Penalty: 5575.535156
	Iteration 66Q: 3 clusters Score -7423872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -7423877.500000 Penalty: 5575.535156
	Iteration 67Q: 3 clusters Score -7423878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -7423877.000000 Penalty: 5575.535156
	Iteration 68Q: 3 clusters Score -7423877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -7423872.000000 Penalty: 5575.535156
	Iteration 69Q: 3 clusters Score -7423872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -7423871.000000 Penalty: 5575.535156
	Iteration 70Q: 3 clusters Score -7423871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -7423876.500000 Penalty: 5575.535156
	Iteration 71Q: 3 clusters Score -7423876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -7423875.500000 Penalty: 5575.535156
	Iteration 72Q: 3 clusters Score -7423876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -7423877.000000 Penalty: 5575.535156
	Iteration 73Q: 3 clusters Score -7423877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -7423874.000000 Penalty: 5575.535156
	Iteration 74Q: 3 clusters Score -7423874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -7423879.500000 Penalty: 5575.535156
	Iteration 75Q: 3 clusters Score -7423880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -7423879.000000 Penalty: 5575.535156
	Iteration 76Q: 3 clusters Score -7423879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -7423882.000000 Penalty: 5575.535156
	Iteration 77Q: 3 clusters Score -7423882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -7423882.000000 Penalty: 5575.535156
	Iteration 78F: 3 clusters Score -7423882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Entering Unmasked Estep 
Score: -934631.687500 Penalty: 2287.612305
	Iteration 0F: 2 clusters Score -934631.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -926859.750000 Penalty: 4575.224609
	Iteration 0F: 3 clusters Score -926859.8 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -929395.312500 Penalty: 4575.224609
	Iteration 1F: 3 clusters Score -929395.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -930126.187500 Penalty: 4575.224609
	Iteration 2F: 3 clusters Score -930126.2 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -930796.687500 Penalty: 4575.224609
	Iteration 3F: 3 clusters Score -930796.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -931420.312500 Penalty: 4575.224609
	Iteration 4F: 3 clusters Score -931420.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -932003.500000 Penalty: 4575.224609
	Iteration 5F: 3 clusters Score -932003.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -932479.750000 Penalty: 4575.224609
	Iteration 6F: 3 clusters Score -932479.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -932813.625000 Penalty: 4575.224609
	Iteration 7Q: 3 clusters Score -932813.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -933005.625000 Penalty: 4575.224609
	Iteration 8Q: 3 clusters Score -933005.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -933117.875000 Penalty: 4575.224609
	Iteration 9Q: 3 clusters Score -933117.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -933186.812500 Penalty: 4575.224609
	Iteration 10Q: 3 clusters Score -933186.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -933227.062500 Penalty: 4575.224609
	Iteration 11Q: 3 clusters Score -933227.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -933257.625000 Penalty: 4575.224609
	Iteration 12Q: 3 clusters Score -933257.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -933282.125000 Penalty: 4575.224609
	Iteration 13Q: 3 clusters Score -933282.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -933300.312500 Penalty: 4575.224609
	Iteration 14Q: 3 clusters Score -933300.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -933318.000000 Penalty: 4575.224609
	Iteration 15Q: 3 clusters Score -933318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -933340.562500 Penalty: 4575.224609
	Iteration 16Q: 3 clusters Score -933340.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -933366.125000 Penalty: 4575.224609
	Iteration 17Q: 3 clusters Score -933366.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -933384.750000 Penalty: 4575.224609
	Iteration 18Q: 3 clusters Score -933384.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -933412.062500 Penalty: 4575.224609
	Iteration 19Q: 3 clusters Score -933412.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -933442.812500 Penalty: 4575.224609
	Iteration 20F: 3 clusters Score -933442.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -933477.875000 Penalty: 4575.224609
	Iteration 21Q: 3 clusters Score -933477.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -933520.062500 Penalty: 4575.224609
	Iteration 22Q: 3 clusters Score -933520.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -933565.500000 Penalty: 4575.224609
	Iteration 23Q: 3 clusters Score -933565.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -933623.937500 Penalty: 4575.224609
	Iteration 24Q: 3 clusters Score -933623.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -933678.500000 Penalty: 4575.224609
	Iteration 25Q: 3 clusters Score -933678.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -933734.250000 Penalty: 4575.224609
	Iteration 26Q: 3 clusters Score -933734.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -933773.125000 Penalty: 4575.224609
	Iteration 27Q: 3 clusters Score -933773.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -933800.250000 Penalty: 4575.224609
	Iteration 28Q: 3 clusters Score -933800.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -933826.500000 Penalty: 4575.224609
	Iteration 29Q: 3 clusters Score -933826.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -933853.812500 Penalty: 4575.224609
	Iteration 30Q: 3 clusters Score -933853.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -933878.937500 Penalty: 4575.224609
	Iteration 31Q: 3 clusters Score -933878.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -933899.062500 Penalty: 4575.224609
	Iteration 32Q: 3 clusters Score -933899.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -933909.062500 Penalty: 4575.224609
	Iteration 33Q: 3 clusters Score -933909.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -933916.562500 Penalty: 4575.224609
	Iteration 34Q: 3 clusters Score -933916.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -933923.062500 Penalty: 4575.224609
	Iteration 35Q: 3 clusters Score -933923.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -933930.812500 Penalty: 4575.224609
	Iteration 36Q: 3 clusters Score -933930.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -933934.375000 Penalty: 4575.224609
	Iteration 37Q: 3 clusters Score -933934.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -933941.875000 Penalty: 4575.224609
	Iteration 38Q: 3 clusters Score -933941.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -933945.375000 Penalty: 4575.224609
	Iteration 39Q: 3 clusters Score -933945.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -933951.750000 Penalty: 4575.224609
	Iteration 40F: 3 clusters Score -933951.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -933959.687500 Penalty: 4575.224609
	Iteration 41Q: 3 clusters Score -933959.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -933970.250000 Penalty: 4575.224609
	Iteration 42Q: 3 clusters Score -933970.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -933975.375000 Penalty: 4575.224609
	Iteration 43Q: 3 clusters Score -933975.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -933984.187500 Penalty: 4575.224609
	Iteration 44Q: 3 clusters Score -933984.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -933987.562500 Penalty: 4575.224609
	Iteration 45Q: 3 clusters Score -933987.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -933989.062500 Penalty: 4575.224609
	Iteration 46Q: 3 clusters Score -933989.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -933997.000000 Penalty: 4575.224609
	Iteration 47Q: 3 clusters Score -933997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -934000.937500 Penalty: 4575.224609
	Iteration 48Q: 3 clusters Score -934000.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -934004.812500 Penalty: 4575.224609
	Iteration 49Q: 3 clusters Score -934004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -934010.750000 Penalty: 4575.224609
	Iteration 50Q: 3 clusters Score -934010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -934015.625000 Penalty: 4575.224609
	Iteration 51Q: 3 clusters Score -934015.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -934018.562500 Penalty: 4575.224609
	Iteration 52Q: 3 clusters Score -934018.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -934021.937500 Penalty: 4575.224609
	Iteration 53Q: 3 clusters Score -934021.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -934027.000000 Penalty: 4575.224609
	Iteration 54Q: 3 clusters Score -934027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -934031.375000 Penalty: 4575.224609
	Iteration 55Q: 3 clusters Score -934031.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -934034.562500 Penalty: 4575.224609
	Iteration 56Q: 3 clusters Score -934034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -934036.875000 Penalty: 4575.224609
	Iteration 57Q: 3 clusters Score -934036.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -934040.500000 Penalty: 4575.224609
	Iteration 58Q: 3 clusters Score -934040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -934039.437500 Penalty: 4575.224609
	Iteration 59Q: 3 clusters Score -934039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -934042.187500 Penalty: 4575.224609
	Iteration 60F: 3 clusters Score -934042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -934044.312500 Penalty: 4575.224609
	Iteration 61Q: 3 clusters Score -934044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -934045.062500 Penalty: 4575.224609
	Iteration 62Q: 3 clusters Score -934045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -934047.812500 Penalty: 4575.224609
	Iteration 63Q: 3 clusters Score -934047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -934048.437500 Penalty: 4575.224609
	Iteration 64Q: 3 clusters Score -934048.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -934051.375000 Penalty: 4575.224609
	Iteration 65Q: 3 clusters Score -934051.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -934055.187500 Penalty: 4575.224609
	Iteration 66Q: 3 clusters Score -934055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -934056.875000 Penalty: 4575.224609
	Iteration 67Q: 3 clusters Score -934056.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -934055.875000 Penalty: 4575.224609
	Iteration 68Q: 3 clusters Score -934055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -934055.437500 Penalty: 4575.224609
	Iteration 69Q: 3 clusters Score -934055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -934059.062500 Penalty: 4575.224609
	Iteration 70Q: 3 clusters Score -934059.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -934062.875000 Penalty: 4575.224609
	Iteration 71Q: 3 clusters Score -934062.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -934060.625000 Penalty: 4575.224609
	Iteration 72Q: 3 clusters Score -934060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -934062.312500 Penalty: 4575.224609
	Iteration 73Q: 3 clusters Score -934062.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -934063.250000 Penalty: 4575.224609
	Iteration 74Q: 3 clusters Score -934063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -934063.000000 Penalty: 4575.224609
	Iteration 75Q: 3 clusters Score -934063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -934064.625000 Penalty: 4575.224609
	Iteration 76Q: 3 clusters Score -934064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -934064.562500 Penalty: 4575.224609
	Iteration 77Q: 3 clusters Score -934064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -934066.125000 Penalty: 4575.224609
	Iteration 78Q: 3 clusters Score -934066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -934067.500000 Penalty: 4575.224609
	Iteration 79Q: 3 clusters Score -934067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -934067.500000 Penalty: 4575.224609
	Iteration 80F: 3 clusters Score -934067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Entering Unmasked Estep 
Score: -3393235.750000 Penalty: 2598.981445
	Iteration 0F: 2 clusters Score -3393236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3369082.250000 Penalty: 5197.962891
	Iteration 0F: 3 clusters Score -3369082 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3378075.000000 Penalty: 5197.962891
	Iteration 1F: 3 clusters Score -3378075 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3378999.500000 Penalty: 5197.962891
	Iteration 2F: 3 clusters Score -3379000 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3380259.000000 Penalty: 5197.962891
	Iteration 3F: 3 clusters Score -3380259 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3382120.500000 Penalty: 5197.962891
	Iteration 4F: 3 clusters Score -3382120 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3384170.250000 Penalty: 5197.962891
	Iteration 5F: 3 clusters Score -3384170 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3385912.250000 Penalty: 5197.962891
	Iteration 6F: 3 clusters Score -3385912 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3387167.750000 Penalty: 5197.962891
	Iteration 7F: 3 clusters Score -3387168 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3388118.250000 Penalty: 5197.962891
	Iteration 8Q: 3 clusters Score -3388118 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3388917.000000 Penalty: 5197.962891
	Iteration 9Q: 3 clusters Score -3388917 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3389725.500000 Penalty: 5197.962891
	Iteration 10Q: 3 clusters Score -3389726 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3390600.750000 Penalty: 5197.962891
	Iteration 11Q: 3 clusters Score -3390601 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3391521.500000 Penalty: 5197.962891
	Iteration 12Q: 3 clusters Score -3391522 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3392271.500000 Penalty: 5197.962891
	Iteration 13Q: 3 clusters Score -3392272 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3392961.500000 Penalty: 5197.962891
	Iteration 14Q: 3 clusters Score -3392962 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3393491.000000 Penalty: 5197.962891
	Iteration 15Q: 3 clusters Score -3393491 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3393936.500000 Penalty: 5197.962891
	Iteration 16Q: 3 clusters Score -3393936 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3394196.500000 Penalty: 5197.962891
	Iteration 17Q: 3 clusters Score -3394196 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3394378.500000 Penalty: 5197.962891
	Iteration 18Q: 3 clusters Score -3394378 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3394514.500000 Penalty: 5197.962891
	Iteration 19Q: 3 clusters Score -3394514 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3394651.750000 Penalty: 5197.962891
	Iteration 20F: 3 clusters Score -3394652 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3394767.750000 Penalty: 5197.962891
	Iteration 21Q: 3 clusters Score -3394768 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3394877.000000 Penalty: 5197.962891
	Iteration 22Q: 3 clusters Score -3394877 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3394951.000000 Penalty: 5197.962891
	Iteration 23Q: 3 clusters Score -3394951 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3395016.000000 Penalty: 5197.962891
	Iteration 24Q: 3 clusters Score -3395016 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3395073.250000 Penalty: 5197.962891
	Iteration 25Q: 3 clusters Score -3395073 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3395115.250000 Penalty: 5197.962891
	Iteration 26Q: 3 clusters Score -3395115 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3395169.750000 Penalty: 5197.962891
	Iteration 27Q: 3 clusters Score -3395170 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3395185.000000 Penalty: 5197.962891
	Iteration 28Q: 3 clusters Score -3395185 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3395209.750000 Penalty: 5197.962891
	Iteration 29Q: 3 clusters Score -3395210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3395238.000000 Penalty: 5197.962891
	Iteration 30Q: 3 clusters Score -3395238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3395244.000000 Penalty: 5197.962891
	Iteration 31Q: 3 clusters Score -3395244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3395265.750000 Penalty: 5197.962891
	Iteration 32Q: 3 clusters Score -3395266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3395279.750000 Penalty: 5197.962891
	Iteration 33Q: 3 clusters Score -3395280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3395287.000000 Penalty: 5197.962891
	Iteration 34Q: 3 clusters Score -3395287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3395296.250000 Penalty: 5197.962891
	Iteration 35Q: 3 clusters Score -3395296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3395302.000000 Penalty: 5197.962891
	Iteration 36Q: 3 clusters Score -3395302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3395304.250000 Penalty: 5197.962891
	Iteration 37Q: 3 clusters Score -3395304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3395303.250000 Penalty: 5197.962891
	Iteration 38Q: 3 clusters Score -3395303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3395309.500000 Penalty: 5197.962891
	Iteration 39Q: 3 clusters Score -3395310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3395318.000000 Penalty: 5197.962891
	Iteration 40F: 3 clusters Score -3395318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3395333.500000 Penalty: 5197.962891
	Iteration 41Q: 3 clusters Score -3395334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3395338.250000 Penalty: 5197.962891
	Iteration 42Q: 3 clusters Score -3395338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3395339.000000 Penalty: 5197.962891
	Iteration 43Q: 3 clusters Score -3395339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3395349.750000 Penalty: 5197.962891
	Iteration 44Q: 3 clusters Score -3395350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3395349.750000 Penalty: 5197.962891
	Iteration 45Q: 3 clusters Score -3395350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3395349.500000 Penalty: 5197.962891
	Iteration 46Q: 3 clusters Score -3395350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3395347.250000 Penalty: 5197.962891
	Iteration 47Q: 3 clusters Score -3395347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3395347.500000 Penalty: 5197.962891
	Iteration 48Q: 3 clusters Score -3395348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3395349.250000 Penalty: 5197.962891
	Iteration 49Q: 3 clusters Score -3395349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3395346.250000 Penalty: 5197.962891
	Iteration 50Q: 3 clusters Score -3395346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3395353.750000 Penalty: 5197.962891
	Iteration 51Q: 3 clusters Score -3395354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3395351.000000 Penalty: 5197.962891
	Iteration 52Q: 3 clusters Score -3395351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3395355.500000 Penalty: 5197.962891
	Iteration 53Q: 3 clusters Score -3395356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3395359.500000 Penalty: 5197.962891
	Iteration 54Q: 3 clusters Score -3395360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3395363.750000 Penalty: 5197.962891
	Iteration 55Q: 3 clusters Score -3395364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3395362.000000 Penalty: 5197.962891
	Iteration 56Q: 3 clusters Score -3395362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3395364.000000 Penalty: 5197.962891
	Iteration 57Q: 3 clusters Score -3395364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3395358.000000 Penalty: 5197.962891
	Iteration 58Q: 3 clusters Score -3395358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3395352.500000 Penalty: 5197.962891
	Iteration 59Q: 3 clusters Score -3395352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3395358.000000 Penalty: 5197.962891
	Iteration 60F: 3 clusters Score -3395358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3395356.500000 Penalty: 5197.962891
	Iteration 61Q: 3 clusters Score -3395356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3395359.250000 Penalty: 5197.962891
	Iteration 62Q: 3 clusters Score -3395359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3395358.000000 Penalty: 5197.962891
	Iteration 63Q: 3 clusters Score -3395358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3395358.500000 Penalty: 5197.962891
	Iteration 64Q: 3 clusters Score -3395358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3395357.500000 Penalty: 5197.962891
	Iteration 65Q: 3 clusters Score -3395358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3395357.250000 Penalty: 5197.962891
	Iteration 66Q: 3 clusters Score -3395357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3395362.000000 Penalty: 5197.962891
	Iteration 67Q: 3 clusters Score -3395362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3395363.000000 Penalty: 5197.962891
	Iteration 68Q: 3 clusters Score -3395363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3395370.000000 Penalty: 5197.962891
	Iteration 69Q: 3 clusters Score -3395370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3395370.750000 Penalty: 5197.962891
	Iteration 70Q: 3 clusters Score -3395371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3395368.750000 Penalty: 5197.962891
	Iteration 71Q: 3 clusters Score -3395369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3395376.500000 Penalty: 5197.962891
	Iteration 72Q: 3 clusters Score -3395376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3395378.000000 Penalty: 5197.962891
	Iteration 73Q: 3 clusters Score -3395378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3395380.250000 Penalty: 5197.962891
	Iteration 74Q: 3 clusters Score -3395380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3395375.500000 Penalty: 5197.962891
	Iteration 75Q: 3 clusters Score -3395376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3395375.000000 Penalty: 5197.962891
	Iteration 76Q: 3 clusters Score -3395375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3395381.500000 Penalty: 5197.962891
	Iteration 77Q: 3 clusters Score -3395382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3395387.250000 Penalty: 5197.962891
	Iteration 78Q: 3 clusters Score -3395387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3395384.250000 Penalty: 5197.962891
	Iteration 79Q: 3 clusters Score -3395384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3395382.250000 Penalty: 5197.962891
	Iteration 80F: 3 clusters Score -3395382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3395379.750000 Penalty: 5197.962891
	Iteration 81Q: 3 clusters Score -3395380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3395376.000000 Penalty: 5197.962891
	Iteration 82Q: 3 clusters Score -3395376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3395377.000000 Penalty: 5197.962891
	Iteration 83Q: 3 clusters Score -3395377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3395374.750000 Penalty: 5197.962891
	Iteration 84Q: 3 clusters Score -3395375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3395372.500000 Penalty: 5197.962891
	Iteration 85Q: 3 clusters Score -3395372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3395367.750000 Penalty: 5197.962891
	Iteration 86Q: 3 clusters Score -3395368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3395372.750000 Penalty: 5197.962891
	Iteration 87Q: 3 clusters Score -3395373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3395373.750000 Penalty: 5197.962891
	Iteration 88Q: 3 clusters Score -3395374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3395378.500000 Penalty: 5197.962891
	Iteration 89Q: 3 clusters Score -3395378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3395378.500000 Penalty: 5197.962891
	Iteration 90F: 3 clusters Score -3395378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 22175 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 8905 members 
Mstep: Class 47 contains 2434 members 
Mstep: Class 48 contains 13413 members 
Entering Unmasked Estep 
Score: -84056280.000000 Penalty: 163356.140625
Splitting cluster 25 changes total score from -84030384.000000 to -84056280.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 26 (23484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Entering Unmasked Estep 
Score: -2198187.750000 Penalty: 2495.890381
	Iteration 0F: 2 clusters Score -2198188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2181879.500000 Penalty: 4991.780762
	Iteration 0F: 3 clusters Score -2181880 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2188130.250000 Penalty: 4991.780762
	Iteration 1F: 3 clusters Score -2188130 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2189262.000000 Penalty: 4991.780762
	Iteration 2F: 3 clusters Score -2189262 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2190737.250000 Penalty: 4991.780762
	Iteration 3F: 3 clusters Score -2190737 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2192300.750000 Penalty: 4991.780762
	Iteration 4F: 3 clusters Score -2192301 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2193608.000000 Penalty: 4991.780762
	Iteration 5F: 3 clusters Score -2193608 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2194518.500000 Penalty: 4991.780762
	Iteration 6F: 3 clusters Score -2194518 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2195125.750000 Penalty: 4991.780762
	Iteration 7Q: 3 clusters Score -2195126 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2195565.000000 Penalty: 4991.780762
	Iteration 8Q: 3 clusters Score -2195565 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2195950.750000 Penalty: 4991.780762
	Iteration 9Q: 3 clusters Score -2195951 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2196235.000000 Penalty: 4991.780762
	Iteration 10Q: 3 clusters Score -2196235 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2196447.750000 Penalty: 4991.780762
	Iteration 11Q: 3 clusters Score -2196448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2196618.750000 Penalty: 4991.780762
	Iteration 12Q: 3 clusters Score -2196619 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2196793.750000 Penalty: 4991.780762
	Iteration 13Q: 3 clusters Score -2196794 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2196938.500000 Penalty: 4991.780762
	Iteration 14Q: 3 clusters Score -2196938 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2197076.500000 Penalty: 4991.780762
	Iteration 15Q: 3 clusters Score -2197076 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2197190.750000 Penalty: 4991.780762
	Iteration 16Q: 3 clusters Score -2197191 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2197281.250000 Penalty: 4991.780762
	Iteration 17Q: 3 clusters Score -2197281 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2197334.250000 Penalty: 4991.780762
	Iteration 18Q: 3 clusters Score -2197334 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2197398.750000 Penalty: 4991.780762
	Iteration 19Q: 3 clusters Score -2197399 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2197446.000000 Penalty: 4991.780762
	Iteration 20F: 3 clusters Score -2197446 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2197490.750000 Penalty: 4991.780762
	Iteration 21Q: 3 clusters Score -2197491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2197528.000000 Penalty: 4991.780762
	Iteration 22Q: 3 clusters Score -2197528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2197562.250000 Penalty: 4991.780762
	Iteration 23Q: 3 clusters Score -2197562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2197598.250000 Penalty: 4991.780762
	Iteration 24Q: 3 clusters Score -2197598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2197631.750000 Penalty: 4991.780762
	Iteration 25Q: 3 clusters Score -2197632 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2197666.250000 Penalty: 4991.780762
	Iteration 26Q: 3 clusters Score -2197666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2197690.250000 Penalty: 4991.780762
	Iteration 27Q: 3 clusters Score -2197690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2197719.500000 Penalty: 4991.780762
	Iteration 28Q: 3 clusters Score -2197720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2197729.750000 Penalty: 4991.780762
	Iteration 29Q: 3 clusters Score -2197730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2197743.250000 Penalty: 4991.780762
	Iteration 30Q: 3 clusters Score -2197743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2197769.250000 Penalty: 4991.780762
	Iteration 31Q: 3 clusters Score -2197769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2197783.250000 Penalty: 4991.780762
	Iteration 32Q: 3 clusters Score -2197783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2197798.750000 Penalty: 4991.780762
	Iteration 33Q: 3 clusters Score -2197799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2197809.500000 Penalty: 4991.780762
	Iteration 34Q: 3 clusters Score -2197810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2197817.000000 Penalty: 4991.780762
	Iteration 35Q: 3 clusters Score -2197817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2197821.000000 Penalty: 4991.780762
	Iteration 36Q: 3 clusters Score -2197821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2197828.500000 Penalty: 4991.780762
	Iteration 37Q: 3 clusters Score -2197828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2197832.750000 Penalty: 4991.780762
	Iteration 38Q: 3 clusters Score -2197833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2197836.000000 Penalty: 4991.780762
	Iteration 39Q: 3 clusters Score -2197836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2197840.250000 Penalty: 4991.780762
	Iteration 40F: 3 clusters Score -2197840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2197844.000000 Penalty: 4991.780762
	Iteration 41Q: 3 clusters Score -2197844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2197849.750000 Penalty: 4991.780762
	Iteration 42Q: 3 clusters Score -2197850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2197846.000000 Penalty: 4991.780762
	Iteration 43Q: 3 clusters Score -2197846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2197850.250000 Penalty: 4991.780762
	Iteration 44Q: 3 clusters Score -2197850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2197851.750000 Penalty: 4991.780762
	Iteration 45Q: 3 clusters Score -2197852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2197848.750000 Penalty: 4991.780762
	Iteration 46Q: 3 clusters Score -2197849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2197850.000000 Penalty: 4991.780762
	Iteration 47Q: 3 clusters Score -2197850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2197847.500000 Penalty: 4991.780762
	Iteration 48Q: 3 clusters Score -2197848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2197852.000000 Penalty: 4991.780762
	Iteration 49Q: 3 clusters Score -2197852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2197851.250000 Penalty: 4991.780762
	Iteration 50Q: 3 clusters Score -2197851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2197851.750000 Penalty: 4991.780762
	Iteration 51Q: 3 clusters Score -2197852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2197862.000000 Penalty: 4991.780762
	Iteration 52Q: 3 clusters Score -2197862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2197860.500000 Penalty: 4991.780762
	Iteration 53Q: 3 clusters Score -2197860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2197859.500000 Penalty: 4991.780762
	Iteration 54Q: 3 clusters Score -2197860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2197858.250000 Penalty: 4991.780762
	Iteration 55Q: 3 clusters Score -2197858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2197857.500000 Penalty: 4991.780762
	Iteration 56Q: 3 clusters Score -2197858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2197858.500000 Penalty: 4991.780762
	Iteration 57Q: 3 clusters Score -2197858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2197858.250000 Penalty: 4991.780762
	Iteration 58Q: 3 clusters Score -2197858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2197859.000000 Penalty: 4991.780762
	Iteration 59Q: 3 clusters Score -2197859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2197864.000000 Penalty: 4991.780762
	Iteration 60F: 3 clusters Score -2197864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2197859.750000 Penalty: 4991.780762
	Iteration 61Q: 3 clusters Score -2197860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2197863.750000 Penalty: 4991.780762
	Iteration 62Q: 3 clusters Score -2197864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2197862.750000 Penalty: 4991.780762
	Iteration 63Q: 3 clusters Score -2197863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2197862.250000 Penalty: 4991.780762
	Iteration 64Q: 3 clusters Score -2197862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2197862.250000 Penalty: 4991.780762
	Iteration 65F: 3 clusters Score -2197862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Entering Unmasked Estep 
Score: -1766680.875000 Penalty: 2422.665527
	Iteration 0F: 2 clusters Score -1766681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1754217.625000 Penalty: 4845.331055
	Iteration 0F: 3 clusters Score -1754218 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1758335.500000 Penalty: 4845.331055
	Iteration 1F: 3 clusters Score -1758336 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1758667.750000 Penalty: 4845.331055
	Iteration 2F: 3 clusters Score -1758668 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1758919.500000 Penalty: 4845.331055
	Iteration 3Q: 3 clusters Score -1758920 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1759114.250000 Penalty: 4845.331055
	Iteration 4Q: 3 clusters Score -1759114 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1759326.625000 Penalty: 4845.331055
	Iteration 5Q: 3 clusters Score -1759327 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1759598.250000 Penalty: 4845.331055
	Iteration 6Q: 3 clusters Score -1759598 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1759922.500000 Penalty: 4845.331055
	Iteration 7Q: 3 clusters Score -1759922 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1760372.875000 Penalty: 4845.331055
	Iteration 8Q: 3 clusters Score -1760373 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1760930.750000 Penalty: 4845.331055
	Iteration 9Q: 3 clusters Score -1760931 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1761600.125000 Penalty: 4845.331055
	Iteration 10F: 3 clusters Score -1761600 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1762330.875000 Penalty: 4845.331055
	Iteration 11F: 3 clusters Score -1762331 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1762998.750000 Penalty: 4845.331055
	Iteration 12Q: 3 clusters Score -1762999 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1763544.875000 Penalty: 4845.331055
	Iteration 13Q: 3 clusters Score -1763545 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1763948.500000 Penalty: 4845.331055
	Iteration 14Q: 3 clusters Score -1763948 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1764231.625000 Penalty: 4845.331055
	Iteration 15Q: 3 clusters Score -1764232 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1764392.000000 Penalty: 4845.331055
	Iteration 16Q: 3 clusters Score -1764392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1764498.250000 Penalty: 4845.331055
	Iteration 17Q: 3 clusters Score -1764498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1764570.375000 Penalty: 4845.331055
	Iteration 18Q: 3 clusters Score -1764570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1764613.625000 Penalty: 4845.331055
	Iteration 19Q: 3 clusters Score -1764614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1764642.625000 Penalty: 4845.331055
	Iteration 20F: 3 clusters Score -1764643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1764652.875000 Penalty: 4845.331055
	Iteration 21Q: 3 clusters Score -1764653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1764667.250000 Penalty: 4845.331055
	Iteration 22Q: 3 clusters Score -1764667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1764673.625000 Penalty: 4845.331055
	Iteration 23Q: 3 clusters Score -1764674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1764682.250000 Penalty: 4845.331055
	Iteration 24Q: 3 clusters Score -1764682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1764686.875000 Penalty: 4845.331055
	Iteration 25Q: 3 clusters Score -1764687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1764689.000000 Penalty: 4845.331055
	Iteration 26Q: 3 clusters Score -1764689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1764692.500000 Penalty: 4845.331055
	Iteration 27Q: 3 clusters Score -1764692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1764697.250000 Penalty: 4845.331055
	Iteration 28Q: 3 clusters Score -1764697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1764698.625000 Penalty: 4845.331055
	Iteration 29Q: 3 clusters Score -1764699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1764700.750000 Penalty: 4845.331055
	Iteration 30Q: 3 clusters Score -1764701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1764700.750000 Penalty: 4845.331055
	Iteration 31F: 3 clusters Score -1764701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Entering Unmasked Estep 
Score: -1135790.125000 Penalty: 2331.684082
	Iteration 0F: 2 clusters Score -1135790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1126852.750000 Penalty: 4663.368164
	Iteration 0F: 3 clusters Score -1126853 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1129585.125000 Penalty: 4663.368164
	Iteration 1F: 3 clusters Score -1129585 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1130079.625000 Penalty: 4663.368164
	Iteration 2F: 3 clusters Score -1130080 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1130720.625000 Penalty: 4663.368164
	Iteration 3F: 3 clusters Score -1130721 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1131750.750000 Penalty: 4663.368164
	Iteration 4F: 3 clusters Score -1131751 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1133008.750000 Penalty: 4663.368164
	Iteration 5F: 3 clusters Score -1133009 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1134069.250000 Penalty: 4663.368164
	Iteration 6F: 3 clusters Score -1134069 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1134784.750000 Penalty: 4663.368164
	Iteration 7F: 3 clusters Score -1134785 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1135153.375000 Penalty: 4663.368164
	Iteration 8Q: 3 clusters Score -1135153 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1135340.500000 Penalty: 4663.368164
	Iteration 9Q: 3 clusters Score -1135340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1135449.375000 Penalty: 4663.368164
	Iteration 10Q: 3 clusters Score -1135449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1135511.625000 Penalty: 4663.368164
	Iteration 11Q: 3 clusters Score -1135512 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1135552.000000 Penalty: 4663.368164
	Iteration 12Q: 3 clusters Score -1135552 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1135581.125000 Penalty: 4663.368164
	Iteration 13Q: 3 clusters Score -1135581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1135609.375000 Penalty: 4663.368164
	Iteration 14Q: 3 clusters Score -1135609 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1135629.625000 Penalty: 4663.368164
	Iteration 15Q: 3 clusters Score -1135630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1135637.750000 Penalty: 4663.368164
	Iteration 16Q: 3 clusters Score -1135638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1135648.125000 Penalty: 4663.368164
	Iteration 17Q: 3 clusters Score -1135648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1135656.000000 Penalty: 4663.368164
	Iteration 18Q: 3 clusters Score -1135656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1135666.750000 Penalty: 4663.368164
	Iteration 19Q: 3 clusters Score -1135667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1135677.625000 Penalty: 4663.368164
	Iteration 20F: 3 clusters Score -1135678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1135685.000000 Penalty: 4663.368164
	Iteration 21Q: 3 clusters Score -1135685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1135690.750000 Penalty: 4663.368164
	Iteration 22Q: 3 clusters Score -1135691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1135694.750000 Penalty: 4663.368164
	Iteration 23Q: 3 clusters Score -1135695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1135699.875000 Penalty: 4663.368164
	Iteration 24Q: 3 clusters Score -1135700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1135705.750000 Penalty: 4663.368164
	Iteration 25Q: 3 clusters Score -1135706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1135715.750000 Penalty: 4663.368164
	Iteration 26Q: 3 clusters Score -1135716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1135717.500000 Penalty: 4663.368164
	Iteration 27Q: 3 clusters Score -1135718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1135720.000000 Penalty: 4663.368164
	Iteration 28Q: 3 clusters Score -1135720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1135724.375000 Penalty: 4663.368164
	Iteration 29Q: 3 clusters Score -1135724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1135729.375000 Penalty: 4663.368164
	Iteration 30Q: 3 clusters Score -1135729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1135731.000000 Penalty: 4663.368164
	Iteration 31Q: 3 clusters Score -1135731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1135735.375000 Penalty: 4663.368164
	Iteration 32Q: 3 clusters Score -1135735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1135739.250000 Penalty: 4663.368164
	Iteration 33Q: 3 clusters Score -1135739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1135739.625000 Penalty: 4663.368164
	Iteration 34Q: 3 clusters Score -1135740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1135737.500000 Penalty: 4663.368164
	Iteration 35Q: 3 clusters Score -1135738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1135738.125000 Penalty: 4663.368164
	Iteration 36Q: 3 clusters Score -1135738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1135738.125000 Penalty: 4663.368164
	Iteration 37Q: 3 clusters Score -1135738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1135740.000000 Penalty: 4663.368164
	Iteration 38Q: 3 clusters Score -1135740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1135741.500000 Penalty: 4663.368164
	Iteration 39Q: 3 clusters Score -1135742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1135741.750000 Penalty: 4663.368164
	Iteration 40F: 3 clusters Score -1135742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1135740.625000 Penalty: 4663.368164
	Iteration 41Q: 3 clusters Score -1135741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1135741.875000 Penalty: 4663.368164
	Iteration 42Q: 3 clusters Score -1135742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1135743.375000 Penalty: 4663.368164
	Iteration 43Q: 3 clusters Score -1135743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1135742.125000 Penalty: 4663.368164
	Iteration 44Q: 3 clusters Score -1135742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1135742.375000 Penalty: 4663.368164
	Iteration 45Q: 3 clusters Score -1135742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1135742.125000 Penalty: 4663.368164
	Iteration 46Q: 3 clusters Score -1135742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1135742.125000 Penalty: 4663.368164
	Iteration 47F: 3 clusters Score -1135742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Entering Unmasked Estep 
Score: -1061104.250000 Penalty: 2295.744385
	Iteration 0F: 2 clusters Score -1061104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1053100.250000 Penalty: 4591.488770
	Iteration 0F: 3 clusters Score -1053100 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1055438.875000 Penalty: 4591.488770
	Iteration 1F: 3 clusters Score -1055439 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1055722.375000 Penalty: 4591.488770
	Iteration 2F: 3 clusters Score -1055722 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1055926.375000 Penalty: 4591.488770
	Iteration 3Q: 3 clusters Score -1055926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1056084.375000 Penalty: 4591.488770
	Iteration 4Q: 3 clusters Score -1056084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1056206.625000 Penalty: 4591.488770
	Iteration 5Q: 3 clusters Score -1056207 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1056303.750000 Penalty: 4591.488770
	Iteration 6Q: 3 clusters Score -1056304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1056396.375000 Penalty: 4591.488770
	Iteration 7Q: 3 clusters Score -1056396 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1056475.750000 Penalty: 4591.488770
	Iteration 8Q: 3 clusters Score -1056476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1056583.750000 Penalty: 4591.488770
	Iteration 9Q: 3 clusters Score -1056584 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1056717.875000 Penalty: 4591.488770
	Iteration 10Q: 3 clusters Score -1056718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1056874.375000 Penalty: 4591.488770
	Iteration 11Q: 3 clusters Score -1056874 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1057054.375000 Penalty: 4591.488770
	Iteration 12Q: 3 clusters Score -1057054 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1057278.625000 Penalty: 4591.488770
	Iteration 13Q: 3 clusters Score -1057279 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1057540.125000 Penalty: 4591.488770
	Iteration 14Q: 3 clusters Score -1057540 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1057853.500000 Penalty: 4591.488770
	Iteration 15Q: 3 clusters Score -1057854 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1058164.500000 Penalty: 4591.488770
	Iteration 16Q: 3 clusters Score -1058164 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1058432.750000 Penalty: 4591.488770
	Iteration 17Q: 3 clusters Score -1058433 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1058633.375000 Penalty: 4591.488770
	Iteration 18Q: 3 clusters Score -1058633 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1058786.625000 Penalty: 4591.488770
	Iteration 19Q: 3 clusters Score -1058787 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1058895.250000 Penalty: 4591.488770
	Iteration 20F: 3 clusters Score -1058895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1058963.125000 Penalty: 4591.488770
	Iteration 21Q: 3 clusters Score -1058963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1059011.500000 Penalty: 4591.488770
	Iteration 22Q: 3 clusters Score -1059012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1059055.250000 Penalty: 4591.488770
	Iteration 23Q: 3 clusters Score -1059055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1059090.250000 Penalty: 4591.488770
	Iteration 24Q: 3 clusters Score -1059090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1059112.125000 Penalty: 4591.488770
	Iteration 25Q: 3 clusters Score -1059112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1059123.625000 Penalty: 4591.488770
	Iteration 26Q: 3 clusters Score -1059124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1059136.125000 Penalty: 4591.488770
	Iteration 27Q: 3 clusters Score -1059136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1059149.125000 Penalty: 4591.488770
	Iteration 28Q: 3 clusters Score -1059149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1059154.375000 Penalty: 4591.488770
	Iteration 29Q: 3 clusters Score -1059154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1059155.875000 Penalty: 4591.488770
	Iteration 30Q: 3 clusters Score -1059156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1059157.875000 Penalty: 4591.488770
	Iteration 31Q: 3 clusters Score -1059158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1059160.875000 Penalty: 4591.488770
	Iteration 32Q: 3 clusters Score -1059161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1059170.000000 Penalty: 4591.488770
	Iteration 33Q: 3 clusters Score -1059170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1059173.375000 Penalty: 4591.488770
	Iteration 34Q: 3 clusters Score -1059173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1059175.375000 Penalty: 4591.488770
	Iteration 35Q: 3 clusters Score -1059175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1059178.125000 Penalty: 4591.488770
	Iteration 36Q: 3 clusters Score -1059178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1059179.625000 Penalty: 4591.488770
	Iteration 37Q: 3 clusters Score -1059180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1059179.750000 Penalty: 4591.488770
	Iteration 38Q: 3 clusters Score -1059180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1059181.625000 Penalty: 4591.488770
	Iteration 39Q: 3 clusters Score -1059182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1059182.500000 Penalty: 4591.488770
	Iteration 40F: 3 clusters Score -1059182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1059183.625000 Penalty: 4591.488770
	Iteration 41Q: 3 clusters Score -1059184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1059187.125000 Penalty: 4591.488770
	Iteration 42Q: 3 clusters Score -1059187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1059190.500000 Penalty: 4591.488770
	Iteration 43Q: 3 clusters Score -1059190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1059193.625000 Penalty: 4591.488770
	Iteration 44Q: 3 clusters Score -1059194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1059193.875000 Penalty: 4591.488770
	Iteration 45Q: 3 clusters Score -1059194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1059196.250000 Penalty: 4591.488770
	Iteration 46Q: 3 clusters Score -1059196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1059196.250000 Penalty: 4591.488770
	Iteration 47F: 3 clusters Score -1059196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Entering Unmasked Estep 
Score: -3093846.000000 Penalty: 2573.237305
	Iteration 0F: 2 clusters Score -3093846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3071868.250000 Penalty: 5146.474609
	Iteration 0F: 3 clusters Score -3071868 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3079666.750000 Penalty: 5146.474609
	Iteration 1F: 3 clusters Score -3079667 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3080067.750000 Penalty: 5146.474609
	Iteration 2Q: 3 clusters Score -3080068 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3080516.750000 Penalty: 5146.474609
	Iteration 3Q: 3 clusters Score -3080517 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3080951.500000 Penalty: 5146.474609
	Iteration 4Q: 3 clusters Score -3080952 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3081486.250000 Penalty: 5146.474609
	Iteration 5Q: 3 clusters Score -3081486 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3082201.000000 Penalty: 5146.474609
	Iteration 6Q: 3 clusters Score -3082201 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3083200.000000 Penalty: 5146.474609
	Iteration 7F: 3 clusters Score -3083200 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3084521.500000 Penalty: 5146.474609
	Iteration 8F: 3 clusters Score -3084522 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3086125.250000 Penalty: 5146.474609
	Iteration 9F: 3 clusters Score -3086125 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3087820.000000 Penalty: 5146.474609
	Iteration 10F: 3 clusters Score -3087820 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3089351.250000 Penalty: 5146.474609
	Iteration 11F: 3 clusters Score -3089351 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3090411.250000 Penalty: 5146.474609
	Iteration 12Q: 3 clusters Score -3090411 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3091006.250000 Penalty: 5146.474609
	Iteration 13Q: 3 clusters Score -3091006 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3091289.750000 Penalty: 5146.474609
	Iteration 14Q: 3 clusters Score -3091290 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3091439.500000 Penalty: 5146.474609
	Iteration 15Q: 3 clusters Score -3091440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3091505.500000 Penalty: 5146.474609
	Iteration 16Q: 3 clusters Score -3091506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3091552.250000 Penalty: 5146.474609
	Iteration 17Q: 3 clusters Score -3091552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -3091575.250000 Penalty: 5146.474609
	Iteration 18Q: 3 clusters Score -3091575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -3091587.000000 Penalty: 5146.474609
	Iteration 19Q: 3 clusters Score -3091587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3091590.000000 Penalty: 5146.474609
	Iteration 20F: 3 clusters Score -3091590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3091597.250000 Penalty: 5146.474609
	Iteration 21Q: 3 clusters Score -3091597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3091603.250000 Penalty: 5146.474609
	Iteration 22Q: 3 clusters Score -3091603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3091608.000000 Penalty: 5146.474609
	Iteration 23Q: 3 clusters Score -3091608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3091622.250000 Penalty: 5146.474609
	Iteration 24Q: 3 clusters Score -3091622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3091630.500000 Penalty: 5146.474609
	Iteration 25Q: 3 clusters Score -3091630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3091634.250000 Penalty: 5146.474609
	Iteration 26Q: 3 clusters Score -3091634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3091642.500000 Penalty: 5146.474609
	Iteration 27Q: 3 clusters Score -3091642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3091643.000000 Penalty: 5146.474609
	Iteration 28Q: 3 clusters Score -3091643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -3091646.500000 Penalty: 5146.474609
	Iteration 29Q: 3 clusters Score -3091646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -3091650.000000 Penalty: 5146.474609
	Iteration 30Q: 3 clusters Score -3091650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3091649.750000 Penalty: 5146.474609
	Iteration 31Q: 3 clusters Score -3091650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3091649.500000 Penalty: 5146.474609
	Iteration 32Q: 3 clusters Score -3091650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3091649.500000 Penalty: 5146.474609
	Iteration 33Q: 3 clusters Score -3091650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3091648.750000 Penalty: 5146.474609
	Iteration 34Q: 3 clusters Score -3091649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3091648.750000 Penalty: 5146.474609
	Iteration 35Q: 3 clusters Score -3091649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3091648.750000 Penalty: 5146.474609
	Iteration 36F: 3 clusters Score -3091649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -281330.937500 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -281330.9 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 1506 members 
Entering Unmasked Estep 
Score: -278120.312500 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -278120.3 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -278760.625000 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -278760.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -278912.406250 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -278912.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -278986.000000 Penalty: 3967.840576
	Iteration 3Q: 3 clusters Score -278986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -279021.593750 Penalty: 3967.840576
	Iteration 4Q: 3 clusters Score -279021.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -279050.781250 Penalty: 3967.840576
	Iteration 5Q: 3 clusters Score -279050.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -279080.406250 Penalty: 3967.840576
	Iteration 6Q: 3 clusters Score -279080.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -279104.156250 Penalty: 3967.840576
	Iteration 7Q: 3 clusters Score -279104.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -279118.750000 Penalty: 3967.840576
	Iteration 8Q: 3 clusters Score -279118.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -279133.812500 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -279133.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -279147.593750 Penalty: 3967.840576
	Iteration 10Q: 3 clusters Score -279147.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -279159.937500 Penalty: 3967.840576
	Iteration 11Q: 3 clusters Score -279159.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -279170.875000 Penalty: 3967.840576
	Iteration 12Q: 3 clusters Score -279170.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -279175.593750 Penalty: 3967.840576
	Iteration 13Q: 3 clusters Score -279175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -279183.000000 Penalty: 3967.840576
	Iteration 14Q: 3 clusters Score -279183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -279189.250000 Penalty: 3967.840576
	Iteration 15Q: 3 clusters Score -279189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -279194.031250 Penalty: 3967.840576
	Iteration 16Q: 3 clusters Score -279194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279199.937500 Penalty: 3967.840576
	Iteration 17Q: 3 clusters Score -279199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -279204.906250 Penalty: 3967.840576
	Iteration 18Q: 3 clusters Score -279204.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -279212.093750 Penalty: 3967.840576
	Iteration 19Q: 3 clusters Score -279212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -279217.781250 Penalty: 3967.840576
	Iteration 20F: 3 clusters Score -279217.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -279224.437500 Penalty: 3967.840576
	Iteration 21Q: 3 clusters Score -279224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -279230.687500 Penalty: 3967.840576
	Iteration 22Q: 3 clusters Score -279230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -279237.500000 Penalty: 3967.840576
	Iteration 23Q: 3 clusters Score -279237.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -279248.718750 Penalty: 3967.840576
	Iteration 24Q: 3 clusters Score -279248.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -279260.312500 Penalty: 3967.840576
	Iteration 25Q: 3 clusters Score -279260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -279268.875000 Penalty: 3967.840576
	Iteration 26Q: 3 clusters Score -279268.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -279276.750000 Penalty: 3967.840576
	Iteration 27Q: 3 clusters Score -279276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -279281.437500 Penalty: 3967.840576
	Iteration 28Q: 3 clusters Score -279281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -279288.406250 Penalty: 3967.840576
	Iteration 29Q: 3 clusters Score -279288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -279298.312500 Penalty: 3967.840576
	Iteration 30Q: 3 clusters Score -279298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -279307.937500 Penalty: 3967.840576
	Iteration 31Q: 3 clusters Score -279307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -279312.656250 Penalty: 3967.840576
	Iteration 32Q: 3 clusters Score -279312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -279318.000000 Penalty: 3967.840576
	Iteration 33Q: 3 clusters Score -279318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -279324.875000 Penalty: 3967.840576
	Iteration 34Q: 3 clusters Score -279324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -279331.312500 Penalty: 3967.840576
	Iteration 35Q: 3 clusters Score -279331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -279337.781250 Penalty: 3967.840576
	Iteration 36Q: 3 clusters Score -279337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -279342.500000 Penalty: 3967.840576
	Iteration 37Q: 3 clusters Score -279342.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -279352.312500 Penalty: 3967.840576
	Iteration 38Q: 3 clusters Score -279352.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -279361.812500 Penalty: 3967.840576
	Iteration 39Q: 3 clusters Score -279361.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -279369.000000 Penalty: 3967.840576
	Iteration 40F: 3 clusters Score -279369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -279379.500000 Penalty: 3967.840576
	Iteration 41Q: 3 clusters Score -279379.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -279388.093750 Penalty: 3967.840576
	Iteration 42Q: 3 clusters Score -279388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -279397.843750 Penalty: 3967.840576
	Iteration 43Q: 3 clusters Score -279397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -279405.250000 Penalty: 3967.840576
	Iteration 44Q: 3 clusters Score -279405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -279414.750000 Penalty: 3967.840576
	Iteration 45Q: 3 clusters Score -279414.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -279422.187500 Penalty: 3967.840576
	Iteration 46Q: 3 clusters Score -279422.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -279433.781250 Penalty: 3967.840576
	Iteration 47Q: 3 clusters Score -279433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -279443.937500 Penalty: 3967.840576
	Iteration 48Q: 3 clusters Score -279443.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -279450.187500 Penalty: 3967.840576
	Iteration 49Q: 3 clusters Score -279450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -279454.437500 Penalty: 3967.840576
	Iteration 50Q: 3 clusters Score -279454.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -279459.343750 Penalty: 3967.840576
	Iteration 51Q: 3 clusters Score -279459.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -279467.250000 Penalty: 3967.840576
	Iteration 52Q: 3 clusters Score -279467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -279471.281250 Penalty: 3967.840576
	Iteration 53Q: 3 clusters Score -279471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -279476.968750 Penalty: 3967.840576
	Iteration 54Q: 3 clusters Score -279477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -279481.312500 Penalty: 3967.840576
	Iteration 55Q: 3 clusters Score -279481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -279486.687500 Penalty: 3967.840576
	Iteration 56Q: 3 clusters Score -279486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -279489.375000 Penalty: 3967.840576
	Iteration 57Q: 3 clusters Score -279489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -279491.812500 Penalty: 3967.840576
	Iteration 58Q: 3 clusters Score -279491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -279494.531250 Penalty: 3967.840576
	Iteration 59Q: 3 clusters Score -279494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -279495.406250 Penalty: 3967.840576
	Iteration 60F: 3 clusters Score -279495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -279497.406250 Penalty: 3967.840576
	Iteration 61Q: 3 clusters Score -279497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -279504.125000 Penalty: 3967.840576
	Iteration 62Q: 3 clusters Score -279504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -279511.468750 Penalty: 3967.840576
	Iteration 63Q: 3 clusters Score -279511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -279515.875000 Penalty: 3967.840576
	Iteration 64Q: 3 clusters Score -279515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -279520.625000 Penalty: 3967.840576
	Iteration 65Q: 3 clusters Score -279520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -279523.125000 Penalty: 3967.840576
	Iteration 66Q: 3 clusters Score -279523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -279523.125000 Penalty: 3967.840576
	Iteration 67F: 3 clusters Score -279523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -361209.187500 Penalty: 2045.310547
	Iteration 0F: 2 clusters Score -361209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -357466.250000 Penalty: 4090.621094
	Iteration 0F: 3 clusters Score -357466.2 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -358386.812500 Penalty: 4090.621094
	Iteration 1F: 3 clusters Score -358386.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -358725.500000 Penalty: 4090.621094
	Iteration 2F: 3 clusters Score -358725.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -359021.187500 Penalty: 4090.621094
	Iteration 3F: 3 clusters Score -359021.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -359358.406250 Penalty: 4090.621094
	Iteration 4F: 3 clusters Score -359358.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -359736.531250 Penalty: 4090.621094
	Iteration 5F: 3 clusters Score -359736.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -360039.750000 Penalty: 4090.621094
	Iteration 6F: 3 clusters Score -360039.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -360270.250000 Penalty: 4090.621094
	Iteration 7Q: 3 clusters Score -360270.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -360433.531250 Penalty: 4090.621094
	Iteration 8Q: 3 clusters Score -360433.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -360511.562500 Penalty: 4090.621094
	Iteration 9Q: 3 clusters Score -360511.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -360551.312500 Penalty: 4090.621094
	Iteration 10Q: 3 clusters Score -360551.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -360578.375000 Penalty: 4090.621094
	Iteration 11Q: 3 clusters Score -360578.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -360593.250000 Penalty: 4090.621094
	Iteration 12Q: 3 clusters Score -360593.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -360600.781250 Penalty: 4090.621094
	Iteration 13Q: 3 clusters Score -360600.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360605.656250 Penalty: 4090.621094
	Iteration 14Q: 3 clusters Score -360605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360606.562500 Penalty: 4090.621094
	Iteration 15Q: 3 clusters Score -360606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360608.593750 Penalty: 4090.621094
	Iteration 16Q: 3 clusters Score -360608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -360610.937500 Penalty: 4090.621094
	Iteration 17Q: 3 clusters Score -360610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -360612.906250 Penalty: 4090.621094
	Iteration 18Q: 3 clusters Score -360612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -360612.687500 Penalty: 4090.621094
	Iteration 19Q: 3 clusters Score -360612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -360613.843750 Penalty: 4090.621094
	Iteration 20F: 3 clusters Score -360613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Entering Unmasked Estep 
Score: -613943.937500 Penalty: 2187.056885
	Iteration 0F: 2 clusters Score -613943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -608237.812500 Penalty: 4374.113770
	Iteration 0F: 3 clusters Score -608237.8 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -610106.125000 Penalty: 4374.113770
	Iteration 1F: 3 clusters Score -610106.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -610904.187500 Penalty: 4374.113770
	Iteration 2F: 3 clusters Score -610904.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -612023.750000 Penalty: 4374.113770
	Iteration 3F: 3 clusters Score -612023.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -613190.000000 Penalty: 4374.113770
	Iteration 4F: 3 clusters Score -613190 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -614119.437500 Penalty: 4374.113770
	Iteration 5F: 3 clusters Score -614119.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -614838.687500 Penalty: 4374.113770
	Iteration 6F: 3 clusters Score -614838.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -615188.875000 Penalty: 4374.113770
	Iteration 7Q: 3 clusters Score -615188.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -615315.687500 Penalty: 4374.113770
	Iteration 8Q: 3 clusters Score -615315.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -615378.625000 Penalty: 4374.113770
	Iteration 9Q: 3 clusters Score -615378.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -615406.125000 Penalty: 4374.113770
	Iteration 10Q: 3 clusters Score -615406.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -615417.750000 Penalty: 4374.113770
	Iteration 11Q: 3 clusters Score -615417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -615424.625000 Penalty: 4374.113770
	Iteration 12Q: 3 clusters Score -615424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -615428.125000 Penalty: 4374.113770
	Iteration 13Q: 3 clusters Score -615428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -615429.562500 Penalty: 4374.113770
	Iteration 14Q: 3 clusters Score -615429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -615429.437500 Penalty: 4374.113770
	Iteration 15Q: 3 clusters Score -615429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -615431.375000 Penalty: 4374.113770
	Iteration 16Q: 3 clusters Score -615431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -615432.562500 Penalty: 4374.113770
	Iteration 17Q: 3 clusters Score -615432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -615432.625000 Penalty: 4374.113770
	Iteration 18Q: 3 clusters Score -615432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -615432.625000 Penalty: 4374.113770
	Iteration 19F: 3 clusters Score -615432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 22175 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 4264 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 25066 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 8905 members 
Mstep: Class 47 contains 2434 members 
Mstep: Class 48 contains 13413 members 
Mstep: Class 49 contains 2496 members 
Entering Unmasked Estep 
Score: -84056536.000000 Penalty: 166759.406250
Splitting cluster 33 changes total score from -84030384.000000 to -84056536.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 34 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -732700.875000 Penalty: 2219.345947
	Iteration 0F: 2 clusters Score -732700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -726537.750000 Penalty: 4438.691895
	Iteration 0F: 3 clusters Score -726537.8 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -728376.187500 Penalty: 4438.691895
	Iteration 1F: 3 clusters Score -728376.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -728695.312500 Penalty: 4438.691895
	Iteration 2F: 3 clusters Score -728695.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -728956.125000 Penalty: 4438.691895
	Iteration 3F: 3 clusters Score -728956.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -729156.062500 Penalty: 4438.691895
	Iteration 4Q: 3 clusters Score -729156.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -729295.562500 Penalty: 4438.691895
	Iteration 5Q: 3 clusters Score -729295.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -729427.937500 Penalty: 4438.691895
	Iteration 6Q: 3 clusters Score -729427.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -729539.437500 Penalty: 4438.691895
	Iteration 7Q: 3 clusters Score -729539.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -729649.500000 Penalty: 4438.691895
	Iteration 8Q: 3 clusters Score -729649.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -729740.437500 Penalty: 4438.691895
	Iteration 9Q: 3 clusters Score -729740.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -729816.250000 Penalty: 4438.691895
	Iteration 10Q: 3 clusters Score -729816.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -729882.000000 Penalty: 4438.691895
	Iteration 11Q: 3 clusters Score -729882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -729925.187500 Penalty: 4438.691895
	Iteration 12Q: 3 clusters Score -729925.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -729964.750000 Penalty: 4438.691895
	Iteration 13Q: 3 clusters Score -729964.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -730002.562500 Penalty: 4438.691895
	Iteration 14Q: 3 clusters Score -730002.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -730038.875000 Penalty: 4438.691895
	Iteration 15Q: 3 clusters Score -730038.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -730074.687500 Penalty: 4438.691895
	Iteration 16Q: 3 clusters Score -730074.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -730116.312500 Penalty: 4438.691895
	Iteration 17Q: 3 clusters Score -730116.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -730155.812500 Penalty: 4438.691895
	Iteration 18Q: 3 clusters Score -730155.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -730194.125000 Penalty: 4438.691895
	Iteration 19Q: 3 clusters Score -730194.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -730237.062500 Penalty: 4438.691895
	Iteration 20F: 3 clusters Score -730237.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -730277.875000 Penalty: 4438.691895
	Iteration 21Q: 3 clusters Score -730277.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -730316.000000 Penalty: 4438.691895
	Iteration 22Q: 3 clusters Score -730316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -730356.000000 Penalty: 4438.691895
	Iteration 23Q: 3 clusters Score -730356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -730391.687500 Penalty: 4438.691895
	Iteration 24Q: 3 clusters Score -730391.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -730418.125000 Penalty: 4438.691895
	Iteration 25Q: 3 clusters Score -730418.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -730441.312500 Penalty: 4438.691895
	Iteration 26Q: 3 clusters Score -730441.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -730467.812500 Penalty: 4438.691895
	Iteration 27Q: 3 clusters Score -730467.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -730487.625000 Penalty: 4438.691895
	Iteration 28Q: 3 clusters Score -730487.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -730509.125000 Penalty: 4438.691895
	Iteration 29Q: 3 clusters Score -730509.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -730527.687500 Penalty: 4438.691895
	Iteration 30Q: 3 clusters Score -730527.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -730551.000000 Penalty: 4438.691895
	Iteration 31Q: 3 clusters Score -730551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -730571.125000 Penalty: 4438.691895
	Iteration 32Q: 3 clusters Score -730571.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -730599.000000 Penalty: 4438.691895
	Iteration 33Q: 3 clusters Score -730599 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -730620.375000 Penalty: 4438.691895
	Iteration 34Q: 3 clusters Score -730620.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -730645.062500 Penalty: 4438.691895
	Iteration 35Q: 3 clusters Score -730645.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -730674.875000 Penalty: 4438.691895
	Iteration 36Q: 3 clusters Score -730674.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -730699.687500 Penalty: 4438.691895
	Iteration 37Q: 3 clusters Score -730699.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -730723.500000 Penalty: 4438.691895
	Iteration 38Q: 3 clusters Score -730723.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -730747.437500 Penalty: 4438.691895
	Iteration 39Q: 3 clusters Score -730747.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -730777.125000 Penalty: 4438.691895
	Iteration 40F: 3 clusters Score -730777.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -730814.000000 Penalty: 4438.691895
	Iteration 41Q: 3 clusters Score -730814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -730867.187500 Penalty: 4438.691895
	Iteration 42Q: 3 clusters Score -730867.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -730949.750000 Penalty: 4438.691895
	Iteration 43Q: 3 clusters Score -730949.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -731096.875000 Penalty: 4438.691895
	Iteration 44Q: 3 clusters Score -731096.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -731236.500000 Penalty: 4438.691895
	Iteration 45Q: 3 clusters Score -731236.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -731316.500000 Penalty: 4438.691895
	Iteration 46Q: 3 clusters Score -731316.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -731355.500000 Penalty: 4438.691895
	Iteration 47Q: 3 clusters Score -731355.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -731375.937500 Penalty: 4438.691895
	Iteration 48Q: 3 clusters Score -731375.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -731394.125000 Penalty: 4438.691895
	Iteration 49Q: 3 clusters Score -731394.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -731406.750000 Penalty: 4438.691895
	Iteration 50Q: 3 clusters Score -731406.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -731413.187500 Penalty: 4438.691895
	Iteration 51Q: 3 clusters Score -731413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -731417.000000 Penalty: 4438.691895
	Iteration 52Q: 3 clusters Score -731417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -731418.562500 Penalty: 4438.691895
	Iteration 53Q: 3 clusters Score -731418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -731424.437500 Penalty: 4438.691895
	Iteration 54Q: 3 clusters Score -731424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -731427.875000 Penalty: 4438.691895
	Iteration 55Q: 3 clusters Score -731427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -731426.937500 Penalty: 4438.691895
	Iteration 56Q: 3 clusters Score -731426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -731429.062500 Penalty: 4438.691895
	Iteration 57Q: 3 clusters Score -731429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -731429.062500 Penalty: 4438.691895
	Iteration 58F: 3 clusters Score -731429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Entering Unmasked Estep 
Score: -2514255.500000 Penalty: 2512.058350
	Iteration 0F: 2 clusters Score -2514256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2496852.250000 Penalty: 5024.116699
	Iteration 0F: 3 clusters Score -2496852 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2502859.250000 Penalty: 5024.116699
	Iteration 1F: 3 clusters Score -2502859 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2503267.250000 Penalty: 5024.116699
	Iteration 2Q: 3 clusters Score -2503267 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2503621.250000 Penalty: 5024.116699
	Iteration 3Q: 3 clusters Score -2503621 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2503905.250000 Penalty: 5024.116699
	Iteration 4Q: 3 clusters Score -2503905 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2504175.500000 Penalty: 5024.116699
	Iteration 5Q: 3 clusters Score -2504176 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2504445.500000 Penalty: 5024.116699
	Iteration 6Q: 3 clusters Score -2504446 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2504626.500000 Penalty: 5024.116699
	Iteration 7Q: 3 clusters Score -2504626 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2504809.500000 Penalty: 5024.116699
	Iteration 8Q: 3 clusters Score -2504810 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2504989.750000 Penalty: 5024.116699
	Iteration 9Q: 3 clusters Score -2504990 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2505146.250000 Penalty: 5024.116699
	Iteration 10Q: 3 clusters Score -2505146 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2505294.500000 Penalty: 5024.116699
	Iteration 11Q: 3 clusters Score -2505294 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2505455.000000 Penalty: 5024.116699
	Iteration 12Q: 3 clusters Score -2505455 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2505673.000000 Penalty: 5024.116699
	Iteration 13Q: 3 clusters Score -2505673 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2505915.500000 Penalty: 5024.116699
	Iteration 14Q: 3 clusters Score -2505916 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2506210.250000 Penalty: 5024.116699
	Iteration 15Q: 3 clusters Score -2506210 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2506556.500000 Penalty: 5024.116699
	Iteration 16Q: 3 clusters Score -2506556 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2506995.000000 Penalty: 5024.116699
	Iteration 17Q: 3 clusters Score -2506995 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2507532.750000 Penalty: 5024.116699
	Iteration 18Q: 3 clusters Score -2507533 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2508133.250000 Penalty: 5024.116699
	Iteration 19Q: 3 clusters Score -2508133 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2508734.000000 Penalty: 5024.116699
	Iteration 20F: 3 clusters Score -2508734 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2509272.000000 Penalty: 5024.116699
	Iteration 21Q: 3 clusters Score -2509272 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2509670.000000 Penalty: 5024.116699
	Iteration 22Q: 3 clusters Score -2509670 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2510060.500000 Penalty: 5024.116699
	Iteration 23Q: 3 clusters Score -2510060 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2510324.750000 Penalty: 5024.116699
	Iteration 24Q: 3 clusters Score -2510325 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2510535.750000 Penalty: 5024.116699
	Iteration 25Q: 3 clusters Score -2510536 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2510693.750000 Penalty: 5024.116699
	Iteration 26Q: 3 clusters Score -2510694 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2510822.250000 Penalty: 5024.116699
	Iteration 27Q: 3 clusters Score -2510822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2510962.500000 Penalty: 5024.116699
	Iteration 28Q: 3 clusters Score -2510962 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2511071.750000 Penalty: 5024.116699
	Iteration 29Q: 3 clusters Score -2511072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2511168.000000 Penalty: 5024.116699
	Iteration 30Q: 3 clusters Score -2511168 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2511265.000000 Penalty: 5024.116699
	Iteration 31Q: 3 clusters Score -2511265 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2511352.750000 Penalty: 5024.116699
	Iteration 32Q: 3 clusters Score -2511353 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2511495.500000 Penalty: 5024.116699
	Iteration 33Q: 3 clusters Score -2511496 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2511642.500000 Penalty: 5024.116699
	Iteration 34Q: 3 clusters Score -2511642 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2511842.500000 Penalty: 5024.116699
	Iteration 35Q: 3 clusters Score -2511842 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2512109.500000 Penalty: 5024.116699
	Iteration 36Q: 3 clusters Score -2512110 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2512511.500000 Penalty: 5024.116699
	Iteration 37Q: 3 clusters Score -2512512 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2513203.250000 Penalty: 5024.116699
	Iteration 38Q: 3 clusters Score -2513203 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2514145.250000 Penalty: 5024.116699
	Iteration 39Q: 3 clusters Score -2514145 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2515383.750000 Penalty: 5024.116699
	Iteration 40F: 3 clusters Score -2515384 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2516461.250000 Penalty: 5024.116699
	Iteration 41Q: 3 clusters Score -2516461 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2516883.500000 Penalty: 5024.116699
	Iteration 42Q: 3 clusters Score -2516884 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2517059.500000 Penalty: 5024.116699
	Iteration 43Q: 3 clusters Score -2517060 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2517139.250000 Penalty: 5024.116699
	Iteration 44Q: 3 clusters Score -2517139 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2517193.000000 Penalty: 5024.116699
	Iteration 45Q: 3 clusters Score -2517193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2517224.500000 Penalty: 5024.116699
	Iteration 46Q: 3 clusters Score -2517224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2517234.250000 Penalty: 5024.116699
	Iteration 47Q: 3 clusters Score -2517234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2517251.250000 Penalty: 5024.116699
	Iteration 48Q: 3 clusters Score -2517251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2517260.750000 Penalty: 5024.116699
	Iteration 49Q: 3 clusters Score -2517261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2517273.750000 Penalty: 5024.116699
	Iteration 50Q: 3 clusters Score -2517274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2517277.750000 Penalty: 5024.116699
	Iteration 51Q: 3 clusters Score -2517278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2517279.250000 Penalty: 5024.116699
	Iteration 52Q: 3 clusters Score -2517279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2517279.250000 Penalty: 5024.116699
	Iteration 53Q: 3 clusters Score -2517279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2517278.500000 Penalty: 5024.116699
	Iteration 54Q: 3 clusters Score -2517278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2517276.250000 Penalty: 5024.116699
	Iteration 55Q: 3 clusters Score -2517276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2517275.750000 Penalty: 5024.116699
	Iteration 56Q: 3 clusters Score -2517276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2517276.750000 Penalty: 5024.116699
	Iteration 57Q: 3 clusters Score -2517277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2517276.750000 Penalty: 5024.116699
	Iteration 58F: 3 clusters Score -2517277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 22175 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 4264 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 10921 members 
Mstep: Class 36 contains 683 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 46128 members 
Mstep: Class 39 contains 60732 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 758 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 8770 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 8905 members 
Mstep: Class 47 contains 2434 members 
Mstep: Class 48 contains 13413 members 
Mstep: Class 49 contains 2496 members 
Mstep: Class 50 contains 14145 members 
Entering Unmasked Estep 
Score: -84059000.000000 Penalty: 170162.656250
Splitting cluster 35 changes total score from -84030384.000000 to -84059000.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 184994 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 48887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 21011 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 67036 members 
Mstep: Class 22 contains 94290 members 
Mstep: Class 23 contains 76191 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 22175 members 
Mstep: Class 26 contains 23484 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 12112 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32079 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 4264 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84073512.000000 Penalty: 170162.656250
Iteration 79Q: 51 clusters Score -8.407351e+07 nChanged 23122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 11511 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 182152 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 48919 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 3626 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 21023 members 
Mstep: Class 20 contains 4746 members 
Mstep: Class 21 contains 68975 members 
Mstep: Class 22 contains 97727 members 
Mstep: Class 23 contains 77904 members 
Mstep: Class 24 contains 9901 members 
Mstep: Class 25 contains 22346 members 
Mstep: Class 26 contains 23215 members 
Mstep: Class 27 contains 17583 members 
Mstep: Class 28 contains 12161 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3701 members 
Mstep: Class 33 contains 4392 members 
Mstep: Class 34 contains 7751 members 
Mstep: Class 35 contains 11676 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 7555 members 
Mstep: Class 38 contains 44048 members 
Mstep: Class 39 contains 57721 members 
Mstep: Class 40 contains 2477 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 5531 members 
Mstep: Class 43 contains 8673 members 
Mstep: Class 44 contains 3575 members 
Mstep: Class 45 contains 5386 members 
Mstep: Class 46 contains 8668 members 
Mstep: Class 47 contains 2216 members 
Mstep: Class 48 contains 13020 members 
Mstep: Class 49 contains 2416 members 
Mstep: Class 50 contains 13544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84088016.000000 Penalty: 170162.656250
Iteration 80F: 51 clusters Score -8.408802e+07 nChanged 21641
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 5613 members 
Mstep: Class 4 contains 11604 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 178981 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 47282 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 3605 members 
Mstep: Class 15 contains 13700 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 10195 members 
Mstep: Class 19 contains 20901 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 68560 members 
Mstep: Class 22 contains 97018 members 
Mstep: Class 23 contains 78399 members 
Mstep: Class 24 contains 9640 members 
Mstep: Class 25 contains 22160 members 
Mstep: Class 26 contains 22585 members 
Mstep: Class 27 contains 17479 members 
Mstep: Class 28 contains 11797 members 
Mstep: Class 29 contains 10478 members 
Mstep: Class 30 contains 32733 members 
Mstep: Class 31 contains 2969 members 
Mstep: Class 32 contains 3636 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 7638 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 751 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 43242 members 
Mstep: Class 39 contains 61218 members 
Mstep: Class 40 contains 2528 members 
Mstep: Class 41 contains 681 members 
Mstep: Class 42 contains 5676 members 
Mstep: Class 43 contains 9212 members 
Mstep: Class 44 contains 3898 members 
Mstep: Class 45 contains 6182 members 
Mstep: Class 46 contains 8991 members 
Mstep: Class 47 contains 2254 members 
Mstep: Class 48 contains 13560 members 
Mstep: Class 49 contains 2421 members 
Mstep: Class 50 contains 13976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84093824.000000 Penalty: 170162.656250
Iteration 81Q: 51 clusters Score -8.409382e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 11645 members 
Mstep: Class 5 contains 3959 members 
Mstep: Class 6 contains 176793 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 1386 members 
Mstep: Class 11 contains 46176 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 10150 members 
Mstep: Class 19 contains 20775 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 68177 members 
Mstep: Class 22 contains 96638 members 
Mstep: Class 23 contains 78773 members 
Mstep: Class 24 contains 9496 members 
Mstep: Class 25 contains 22060 members 
Mstep: Class 26 contains 22234 members 
Mstep: Class 27 contains 17460 members 
Mstep: Class 28 contains 11541 members 
Mstep: Class 29 contains 10479 members 
Mstep: Class 30 contains 32824 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 3600 members 
Mstep: Class 33 contains 4336 members 
Mstep: Class 34 contains 7540 members 
Mstep: Class 35 contains 12667 members 
Mstep: Class 36 contains 787 members 
Mstep: Class 37 contains 8403 members 
Mstep: Class 38 contains 42637 members 
Mstep: Class 39 contains 63431 members 
Mstep: Class 40 contains 2539 members 
Mstep: Class 41 contains 643 members 
Mstep: Class 42 contains 5741 members 
Mstep: Class 43 contains 9602 members 
Mstep: Class 44 contains 4066 members 
Mstep: Class 45 contains 6743 members 
Mstep: Class 46 contains 9182 members 
Mstep: Class 47 contains 2294 members 
Mstep: Class 48 contains 13913 members 
Mstep: Class 49 contains 2422 members 
Mstep: Class 50 contains 14202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84097056.000000 Penalty: 170162.656250
Iteration 82Q: 51 clusters Score -8.409706e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 175067 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 45253 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 13512 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 10164 members 
Mstep: Class 19 contains 20650 members 
Mstep: Class 20 contains 5342 members 
Mstep: Class 21 contains 67770 members 
Mstep: Class 22 contains 96363 members 
Mstep: Class 23 contains 79013 members 
Mstep: Class 24 contains 9376 members 
Mstep: Class 25 contains 21949 members 
Mstep: Class 26 contains 21957 members 
Mstep: Class 27 contains 17490 members 
Mstep: Class 28 contains 11322 members 
Mstep: Class 29 contains 10480 members 
Mstep: Class 30 contains 32861 members 
Mstep: Class 31 contains 2960 members 
Mstep: Class 32 contains 3587 members 
Mstep: Class 33 contains 4329 members 
Mstep: Class 34 contains 7424 members 
Mstep: Class 35 contains 13112 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 8613 members 
Mstep: Class 38 contains 42150 members 
Mstep: Class 39 contains 65367 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 616 members 
Mstep: Class 42 contains 5808 members 
Mstep: Class 43 contains 9937 members 
Mstep: Class 44 contains 4190 members 
Mstep: Class 45 contains 7164 members 
Mstep: Class 46 contains 9340 members 
Mstep: Class 47 contains 2327 members 
Mstep: Class 48 contains 14156 members 
Mstep: Class 49 contains 2418 members 
Mstep: Class 50 contains 14322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84099024.000000 Penalty: 170162.656250
Iteration 83Q: 51 clusters Score -8.409902e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 11675 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 173693 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 3851 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 44461 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 3537 members 
Mstep: Class 15 contains 13462 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 10202 members 
Mstep: Class 19 contains 20544 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 67377 members 
Mstep: Class 22 contains 96062 members 
Mstep: Class 23 contains 79177 members 
Mstep: Class 24 contains 9277 members 
Mstep: Class 25 contains 21861 members 
Mstep: Class 26 contains 21726 members 
Mstep: Class 27 contains 17544 members 
Mstep: Class 28 contains 11120 members 
Mstep: Class 29 contains 10480 members 
Mstep: Class 30 contains 32859 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 3582 members 
Mstep: Class 33 contains 4319 members 
Mstep: Class 34 contains 7302 members 
Mstep: Class 35 contains 13520 members 
Mstep: Class 36 contains 839 members 
Mstep: Class 37 contains 8754 members 
Mstep: Class 38 contains 41747 members 
Mstep: Class 39 contains 67132 members 
Mstep: Class 40 contains 2543 members 
Mstep: Class 41 contains 590 members 
Mstep: Class 42 contains 5845 members 
Mstep: Class 43 contains 10228 members 
Mstep: Class 44 contains 4286 members 
Mstep: Class 45 contains 7521 members 
Mstep: Class 46 contains 9501 members 
Mstep: Class 47 contains 2380 members 
Mstep: Class 48 contains 14337 members 
Mstep: Class 49 contains 2418 members 
Mstep: Class 50 contains 14387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84100848.000000 Penalty: 170162.656250
Iteration 84Q: 51 clusters Score -8.410085e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 172537 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 3853 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 43833 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 15 contains 13425 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 10275 members 
Mstep: Class 19 contains 20460 members 
Mstep: Class 20 contains 5511 members 
Mstep: Class 21 contains 66976 members 
Mstep: Class 22 contains 95835 members 
Mstep: Class 23 contains 79268 members 
Mstep: Class 24 contains 9192 members 
Mstep: Class 25 contains 21770 members 
Mstep: Class 26 contains 21519 members 
Mstep: Class 27 contains 17602 members 
Mstep: Class 28 contains 10952 members 
Mstep: Class 29 contains 10480 members 
Mstep: Class 30 contains 32877 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 3579 members 
Mstep: Class 33 contains 4310 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 13902 members 
Mstep: Class 36 contains 858 members 
Mstep: Class 37 contains 8839 members 
Mstep: Class 38 contains 41399 members 
Mstep: Class 39 contains 68727 members 
Mstep: Class 40 contains 2542 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 5860 members 
Mstep: Class 43 contains 10464 members 
Mstep: Class 44 contains 4353 members 
Mstep: Class 45 contains 7791 members 
Mstep: Class 46 contains 9633 members 
Mstep: Class 47 contains 2433 members 
Mstep: Class 48 contains 14465 members 
Mstep: Class 49 contains 2421 members 
Mstep: Class 50 contains 14410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84101640.000000 Penalty: 170162.656250
Iteration 85Q: 51 clusters Score -8.410164e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 171518 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 826 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 11 contains 43268 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 13388 members 
Mstep: Class 16 contains 1740 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 20355 members 
Mstep: Class 20 contains 5561 members 
Mstep: Class 21 contains 66551 members 
Mstep: Class 22 contains 95688 members 
Mstep: Class 23 contains 79300 members 
Mstep: Class 24 contains 9093 members 
Mstep: Class 25 contains 21683 members 
Mstep: Class 26 contains 21326 members 
Mstep: Class 27 contains 17668 members 
Mstep: Class 28 contains 10806 members 
Mstep: Class 29 contains 10481 members 
Mstep: Class 30 contains 32877 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 3575 members 
Mstep: Class 33 contains 4304 members 
Mstep: Class 34 contains 7058 members 
Mstep: Class 35 contains 14283 members 
Mstep: Class 36 contains 866 members 
Mstep: Class 37 contains 8911 members 
Mstep: Class 38 contains 41083 members 
Mstep: Class 39 contains 70195 members 
Mstep: Class 40 contains 2541 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5869 members 
Mstep: Class 43 contains 10687 members 
Mstep: Class 44 contains 4416 members 
Mstep: Class 45 contains 8060 members 
Mstep: Class 46 contains 9759 members 
Mstep: Class 47 contains 2486 members 
Mstep: Class 48 contains 14567 members 
Mstep: Class 49 contains 2423 members 
Mstep: Class 50 contains 14414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84102328.000000 Penalty: 170162.656250
Iteration 86Q: 51 clusters Score -8.410233e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 11710 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 170617 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 42819 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 13349 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 10432 members 
Mstep: Class 19 contains 20260 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 66084 members 
Mstep: Class 22 contains 95498 members 
Mstep: Class 23 contains 79312 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 21597 members 
Mstep: Class 26 contains 21171 members 
Mstep: Class 27 contains 17718 members 
Mstep: Class 28 contains 10669 members 
Mstep: Class 29 contains 10482 members 
Mstep: Class 30 contains 32865 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 3570 members 
Mstep: Class 33 contains 4297 members 
Mstep: Class 34 contains 6962 members 
Mstep: Class 35 contains 14594 members 
Mstep: Class 36 contains 870 members 
Mstep: Class 37 contains 8955 members 
Mstep: Class 38 contains 40788 members 
Mstep: Class 39 contains 71611 members 
Mstep: Class 40 contains 2543 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 5884 members 
Mstep: Class 43 contains 10925 members 
Mstep: Class 44 contains 4480 members 
Mstep: Class 45 contains 8296 members 
Mstep: Class 46 contains 9855 members 
Mstep: Class 47 contains 2550 members 
Mstep: Class 48 contains 14650 members 
Mstep: Class 49 contains 2426 members 
Mstep: Class 50 contains 14413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84103152.000000 Penalty: 170162.656250
Iteration 87Q: 51 clusters Score -8.410315e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 11712 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 169827 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 13319 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 20173 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 65615 members 
Mstep: Class 22 contains 95399 members 
Mstep: Class 23 contains 79287 members 
Mstep: Class 24 contains 8879 members 
Mstep: Class 25 contains 21528 members 
Mstep: Class 26 contains 20980 members 
Mstep: Class 27 contains 17768 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 10483 members 
Mstep: Class 30 contains 32854 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 3566 members 
Mstep: Class 33 contains 4297 members 
Mstep: Class 34 contains 6863 members 
Mstep: Class 35 contains 14896 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 40491 members 
Mstep: Class 39 contains 72932 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 11128 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 8475 members 
Mstep: Class 46 contains 9947 members 
Mstep: Class 47 contains 2618 members 
Mstep: Class 48 contains 14710 members 
Mstep: Class 49 contains 2430 members 
Mstep: Class 50 contains 14408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84103936.000000 Penalty: 170162.656250
Iteration 88Q: 51 clusters Score -8.410394e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 169129 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3828 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 11 contains 42036 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 20103 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 65198 members 
Mstep: Class 22 contains 95295 members 
Mstep: Class 23 contains 79224 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 21476 members 
Mstep: Class 26 contains 20810 members 
Mstep: Class 27 contains 17826 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 10484 members 
Mstep: Class 30 contains 32846 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 3565 members 
Mstep: Class 33 contains 4296 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 15177 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9033 members 
Mstep: Class 38 contains 40220 members 
Mstep: Class 39 contains 74170 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5902 members 
Mstep: Class 43 contains 11319 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 8625 members 
Mstep: Class 46 contains 10035 members 
Mstep: Class 47 contains 2669 members 
Mstep: Class 48 contains 14747 members 
Mstep: Class 49 contains 2433 members 
Mstep: Class 50 contains 14393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84105152.000000 Penalty: 170162.656250
Iteration 89Q: 51 clusters Score -8.410515e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 11718 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 168503 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 41715 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 19 contains 20030 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 64742 members 
Mstep: Class 22 contains 95225 members 
Mstep: Class 23 contains 79114 members 
Mstep: Class 24 contains 8663 members 
Mstep: Class 25 contains 21437 members 
Mstep: Class 26 contains 20686 members 
Mstep: Class 27 contains 17869 members 
Mstep: Class 28 contains 10327 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32831 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 3563 members 
Mstep: Class 33 contains 4298 members 
Mstep: Class 34 contains 6690 members 
Mstep: Class 35 contains 15416 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9046 members 
Mstep: Class 38 contains 39980 members 
Mstep: Class 39 contains 75369 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5910 members 
Mstep: Class 43 contains 11487 members 
Mstep: Class 44 contains 4675 members 
Mstep: Class 45 contains 8753 members 
Mstep: Class 46 contains 10114 members 
Mstep: Class 47 contains 2717 members 
Mstep: Class 48 contains 14788 members 
Mstep: Class 49 contains 2435 members 
Mstep: Class 50 contains 14382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84105728.000000 Penalty: 170162.656250
Iteration 90Q: 51 clusters Score -8.410573e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 7703 members 
Mstep: Class 4 contains 11717 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 168009 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 11 contains 41434 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 19 contains 19961 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 64304 members 
Mstep: Class 22 contains 95140 members 
Mstep: Class 23 contains 78990 members 
Mstep: Class 24 contains 8560 members 
Mstep: Class 25 contains 21391 members 
Mstep: Class 26 contains 20583 members 
Mstep: Class 27 contains 17888 members 
Mstep: Class 28 contains 10236 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32813 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4290 members 
Mstep: Class 34 contains 6686 members 
Mstep: Class 35 contains 15639 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9063 members 
Mstep: Class 38 contains 39749 members 
Mstep: Class 39 contains 76475 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5915 members 
Mstep: Class 43 contains 11622 members 
Mstep: Class 44 contains 4728 members 
Mstep: Class 45 contains 8857 members 
Mstep: Class 46 contains 10191 members 
Mstep: Class 47 contains 2760 members 
Mstep: Class 48 contains 14837 members 
Mstep: Class 49 contains 2441 members 
Mstep: Class 50 contains 14359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84106008.000000 Penalty: 170162.656250
Iteration 91Q: 51 clusters Score -8.410601e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 167531 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 10 contains 1584 members 
Mstep: Class 11 contains 41167 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 10867 members 
Mstep: Class 19 contains 19908 members 
Mstep: Class 20 contains 5699 members 
Mstep: Class 21 contains 63897 members 
Mstep: Class 22 contains 95073 members 
Mstep: Class 23 contains 78851 members 
Mstep: Class 24 contains 8466 members 
Mstep: Class 25 contains 21370 members 
Mstep: Class 26 contains 20468 members 
Mstep: Class 27 contains 17882 members 
Mstep: Class 28 contains 10145 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32805 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 6698 members 
Mstep: Class 35 contains 15877 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9087 members 
Mstep: Class 38 contains 39555 members 
Mstep: Class 39 contains 77544 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 11727 members 
Mstep: Class 44 contains 4790 members 
Mstep: Class 45 contains 8918 members 
Mstep: Class 46 contains 10260 members 
Mstep: Class 47 contains 2798 members 
Mstep: Class 48 contains 14875 members 
Mstep: Class 49 contains 2446 members 
Mstep: Class 50 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84106648.000000 Penalty: 170162.656250
Iteration 92Q: 51 clusters Score -8.410665e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 7956 members 
Mstep: Class 4 contains 11721 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 167066 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3777 members 
Mstep: Class 10 contains 1630 members 
Mstep: Class 11 contains 40905 members 
Mstep: Class 12 contains 3589 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 3455 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 19878 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 63495 members 
Mstep: Class 22 contains 95017 members 
Mstep: Class 23 contains 78718 members 
Mstep: Class 24 contains 8386 members 
Mstep: Class 25 contains 21334 members 
Mstep: Class 26 contains 20373 members 
Mstep: Class 27 contains 17892 members 
Mstep: Class 28 contains 10073 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32802 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4284 members 
Mstep: Class 34 contains 6706 members 
Mstep: Class 35 contains 16107 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9092 members 
Mstep: Class 38 contains 39399 members 
Mstep: Class 39 contains 78567 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 11820 members 
Mstep: Class 44 contains 4838 members 
Mstep: Class 45 contains 8960 members 
Mstep: Class 46 contains 10307 members 
Mstep: Class 47 contains 2838 members 
Mstep: Class 48 contains 14911 members 
Mstep: Class 49 contains 2448 members 
Mstep: Class 50 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84107288.000000 Penalty: 170162.656250
Iteration 93Q: 51 clusters Score -8.410729e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 8049 members 
Mstep: Class 4 contains 11723 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 166680 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 40641 members 
Mstep: Class 12 contains 3646 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 13258 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 10903 members 
Mstep: Class 19 contains 19840 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 63110 members 
Mstep: Class 22 contains 94967 members 
Mstep: Class 23 contains 78599 members 
Mstep: Class 24 contains 8309 members 
Mstep: Class 25 contains 21298 members 
Mstep: Class 26 contains 20284 members 
Mstep: Class 27 contains 17887 members 
Mstep: Class 28 contains 10009 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32790 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4280 members 
Mstep: Class 34 contains 6719 members 
Mstep: Class 35 contains 16353 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9099 members 
Mstep: Class 38 contains 39246 members 
Mstep: Class 39 contains 79517 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 11894 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 9009 members 
Mstep: Class 46 contains 10359 members 
Mstep: Class 47 contains 2873 members 
Mstep: Class 48 contains 14934 members 
Mstep: Class 49 contains 2451 members 
Mstep: Class 50 contains 14320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84107392.000000 Penalty: 170162.656250
Iteration 94Q: 51 clusters Score -8.410739e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 8129 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 166325 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 40451 members 
Mstep: Class 12 contains 3690 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 19805 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 62702 members 
Mstep: Class 22 contains 94882 members 
Mstep: Class 23 contains 78470 members 
Mstep: Class 24 contains 8246 members 
Mstep: Class 25 contains 21280 members 
Mstep: Class 26 contains 20200 members 
Mstep: Class 27 contains 17867 members 
Mstep: Class 28 contains 9956 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32778 members 
Mstep: Class 31 contains 2956 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4278 members 
Mstep: Class 34 contains 6745 members 
Mstep: Class 35 contains 16562 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9115 members 
Mstep: Class 38 contains 39115 members 
Mstep: Class 39 contains 80458 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5911 members 
Mstep: Class 43 contains 11967 members 
Mstep: Class 44 contains 4918 members 
Mstep: Class 45 contains 9034 members 
Mstep: Class 46 contains 10400 members 
Mstep: Class 47 contains 2892 members 
Mstep: Class 48 contains 14940 members 
Mstep: Class 49 contains 2453 members 
Mstep: Class 50 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84107880.000000 Penalty: 170162.656250
Iteration 95Q: 51 clusters Score -8.410788e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 165957 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 10 contains 1832 members 
Mstep: Class 11 contains 40260 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 13249 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 10917 members 
Mstep: Class 19 contains 19757 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 62356 members 
Mstep: Class 22 contains 94810 members 
Mstep: Class 23 contains 78346 members 
Mstep: Class 24 contains 8193 members 
Mstep: Class 25 contains 21264 members 
Mstep: Class 26 contains 20121 members 
Mstep: Class 27 contains 17860 members 
Mstep: Class 28 contains 9908 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32774 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4277 members 
Mstep: Class 34 contains 6757 members 
Mstep: Class 35 contains 16793 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9124 members 
Mstep: Class 38 contains 38997 members 
Mstep: Class 39 contains 81335 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 12023 members 
Mstep: Class 44 contains 4950 members 
Mstep: Class 45 contains 9072 members 
Mstep: Class 46 contains 10436 members 
Mstep: Class 47 contains 2914 members 
Mstep: Class 48 contains 14949 members 
Mstep: Class 49 contains 2452 members 
Mstep: Class 50 contains 14311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84108216.000000 Penalty: 170162.656250
Iteration 96Q: 51 clusters Score -8.410822e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 165600 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 40038 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 13247 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 19722 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 62004 members 
Mstep: Class 22 contains 94770 members 
Mstep: Class 23 contains 78223 members 
Mstep: Class 24 contains 8142 members 
Mstep: Class 25 contains 21248 members 
Mstep: Class 26 contains 20045 members 
Mstep: Class 27 contains 17842 members 
Mstep: Class 28 contains 9867 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32751 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4272 members 
Mstep: Class 34 contains 6776 members 
Mstep: Class 35 contains 17029 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9137 members 
Mstep: Class 38 contains 38904 members 
Mstep: Class 39 contains 82228 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5912 members 
Mstep: Class 43 contains 12062 members 
Mstep: Class 44 contains 4977 members 
Mstep: Class 45 contains 9078 members 
Mstep: Class 46 contains 10471 members 
Mstep: Class 47 contains 2933 members 
Mstep: Class 48 contains 14959 members 
Mstep: Class 49 contains 2452 members 
Mstep: Class 50 contains 14294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84108264.000000 Penalty: 170162.656250
Iteration 97Q: 51 clusters Score -8.410826e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 8374 members 
Mstep: Class 4 contains 11730 members 
Mstep: Class 5 contains 3547 members 
Mstep: Class 6 contains 165234 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3749 members 
Mstep: Class 10 contains 1955 members 
Mstep: Class 11 contains 39791 members 
Mstep: Class 12 contains 3786 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 10921 members 
Mstep: Class 19 contains 19687 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 61695 members 
Mstep: Class 22 contains 94746 members 
Mstep: Class 23 contains 78115 members 
Mstep: Class 24 contains 8090 members 
Mstep: Class 25 contains 21240 members 
Mstep: Class 26 contains 19990 members 
Mstep: Class 27 contains 17847 members 
Mstep: Class 28 contains 9837 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32740 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4267 members 
Mstep: Class 34 contains 6791 members 
Mstep: Class 35 contains 17279 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9149 members 
Mstep: Class 38 contains 38825 members 
Mstep: Class 39 contains 83035 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 12105 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 9081 members 
Mstep: Class 46 contains 10499 members 
Mstep: Class 47 contains 2951 members 
Mstep: Class 48 contains 14962 members 
Mstep: Class 49 contains 2454 members 
Mstep: Class 50 contains 14273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84108120.000000 Penalty: 170162.656250
Iteration 98Q: 51 clusters Score -8.410812e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 11734 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 164889 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 39590 members 
Mstep: Class 12 contains 3802 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 3488 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 18 contains 10921 members 
Mstep: Class 19 contains 19660 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 61409 members 
Mstep: Class 22 contains 94710 members 
Mstep: Class 23 contains 78024 members 
Mstep: Class 24 contains 8056 members 
Mstep: Class 25 contains 21229 members 
Mstep: Class 26 contains 19938 members 
Mstep: Class 27 contains 17843 members 
Mstep: Class 28 contains 9816 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32733 members 
Mstep: Class 31 contains 2952 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 4264 members 
Mstep: Class 34 contains 6814 members 
Mstep: Class 35 contains 17492 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9171 members 
Mstep: Class 38 contains 38752 members 
Mstep: Class 39 contains 83804 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5915 members 
Mstep: Class 43 contains 12117 members 
Mstep: Class 44 contains 5000 members 
Mstep: Class 45 contains 9093 members 
Mstep: Class 46 contains 10518 members 
Mstep: Class 47 contains 2971 members 
Mstep: Class 48 contains 14969 members 
Mstep: Class 49 contains 2454 members 
Mstep: Class 50 contains 14251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84108256.000000 Penalty: 170162.656250
Iteration 99Q: 51 clusters Score -8.410826e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4018 members 
Mstep: Class 3 contains 8508 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 164565 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 39435 members 
Mstep: Class 12 contains 3815 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 17 contains 3468 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 19635 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 61169 members 
Mstep: Class 22 contains 94650 members 
Mstep: Class 23 contains 77939 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 21216 members 
Mstep: Class 26 contains 19890 members 
Mstep: Class 27 contains 17830 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32725 members 
Mstep: Class 31 contains 2951 members 
Mstep: Class 32 contains 3561 members 
Mstep: Class 33 contains 4259 members 
Mstep: Class 34 contains 6830 members 
Mstep: Class 35 contains 17683 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9178 members 
Mstep: Class 38 contains 38682 members 
Mstep: Class 39 contains 84494 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5915 members 
Mstep: Class 43 contains 12138 members 
Mstep: Class 44 contains 5010 members 
Mstep: Class 45 contains 9106 members 
Mstep: Class 46 contains 10541 members 
Mstep: Class 47 contains 2992 members 
Mstep: Class 48 contains 14980 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84108464.000000 Penalty: 170162.656250
Iteration 100F: 51 clusters Score -8.410846e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 11740 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 164255 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 10 contains 2105 members 
Mstep: Class 11 contains 39282 members 
Mstep: Class 12 contains 3917 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3470 members 
Mstep: Class 18 contains 10926 members 
Mstep: Class 19 contains 19622 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 60948 members 
Mstep: Class 22 contains 94610 members 
Mstep: Class 23 contains 77836 members 
Mstep: Class 24 contains 7909 members 
Mstep: Class 25 contains 21205 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 17812 members 
Mstep: Class 28 contains 9771 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32719 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 3560 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 6843 members 
Mstep: Class 35 contains 17877 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9177 members 
Mstep: Class 38 contains 38601 members 
Mstep: Class 39 contains 85107 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 12158 members 
Mstep: Class 44 contains 5018 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10553 members 
Mstep: Class 47 contains 3023 members 
Mstep: Class 48 contains 14995 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84109192.000000 Penalty: 170162.656250
Iteration 101Q: 51 clusters Score -8.410919e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 8694 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 163952 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 39126 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 10922 members 
Mstep: Class 19 contains 19601 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 60761 members 
Mstep: Class 22 contains 94549 members 
Mstep: Class 23 contains 77731 members 
Mstep: Class 24 contains 7754 members 
Mstep: Class 25 contains 21186 members 
Mstep: Class 26 contains 19797 members 
Mstep: Class 27 contains 17794 members 
Mstep: Class 28 contains 9738 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32714 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 3560 members 
Mstep: Class 33 contains 4261 members 
Mstep: Class 34 contains 6869 members 
Mstep: Class 35 contains 18073 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9181 members 
Mstep: Class 38 contains 38522 members 
Mstep: Class 39 contains 85681 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5912 members 
Mstep: Class 43 contains 12184 members 
Mstep: Class 44 contains 5036 members 
Mstep: Class 45 contains 9121 members 
Mstep: Class 46 contains 10566 members 
Mstep: Class 47 contains 3048 members 
Mstep: Class 48 contains 15004 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84109744.000000 Penalty: 170162.656250
Iteration 102Q: 51 clusters Score -8.410974e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 8802 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 163665 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 38958 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 19584 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 60614 members 
Mstep: Class 22 contains 94506 members 
Mstep: Class 23 contains 77637 members 
Mstep: Class 24 contains 7586 members 
Mstep: Class 25 contains 21177 members 
Mstep: Class 26 contains 19751 members 
Mstep: Class 27 contains 17768 members 
Mstep: Class 28 contains 9711 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32718 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 3560 members 
Mstep: Class 33 contains 4261 members 
Mstep: Class 34 contains 6887 members 
Mstep: Class 35 contains 18271 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9185 members 
Mstep: Class 38 contains 38433 members 
Mstep: Class 39 contains 86189 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5908 members 
Mstep: Class 43 contains 12210 members 
Mstep: Class 44 contains 5047 members 
Mstep: Class 45 contains 9132 members 
Mstep: Class 46 contains 10581 members 
Mstep: Class 47 contains 3068 members 
Mstep: Class 48 contains 15015 members 
Mstep: Class 49 contains 2457 members 
Mstep: Class 50 contains 14199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84110240.000000 Penalty: 170162.656250
Iteration 103Q: 51 clusters Score -8.411024e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 163403 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 38824 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 19565 members 
Mstep: Class 20 contains 5784 members 
Mstep: Class 21 contains 60449 members 
Mstep: Class 22 contains 94465 members 
Mstep: Class 23 contains 77540 members 
Mstep: Class 24 contains 7399 members 
Mstep: Class 25 contains 21172 members 
Mstep: Class 26 contains 19717 members 
Mstep: Class 27 contains 17743 members 
Mstep: Class 28 contains 9686 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 3560 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 6909 members 
Mstep: Class 35 contains 18450 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9180 members 
Mstep: Class 38 contains 38355 members 
Mstep: Class 39 contains 86679 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5906 members 
Mstep: Class 43 contains 12234 members 
Mstep: Class 44 contains 5057 members 
Mstep: Class 45 contains 9136 members 
Mstep: Class 46 contains 10595 members 
Mstep: Class 47 contains 3083 members 
Mstep: Class 48 contains 15023 members 
Mstep: Class 49 contains 2457 members 
Mstep: Class 50 contains 14191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84110608.000000 Penalty: 170162.656250
Iteration 104Q: 51 clusters Score -8.411061e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 163155 members 
Mstep: Class 7 contains 3246 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 38693 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 19543 members 
Mstep: Class 20 contains 5805 members 
Mstep: Class 21 contains 60322 members 
Mstep: Class 22 contains 94452 members 
Mstep: Class 23 contains 77455 members 
Mstep: Class 24 contains 7196 members 
Mstep: Class 25 contains 21158 members 
Mstep: Class 26 contains 19687 members 
Mstep: Class 27 contains 17721 members 
Mstep: Class 28 contains 9659 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32731 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 3560 members 
Mstep: Class 33 contains 4259 members 
Mstep: Class 34 contains 6924 members 
Mstep: Class 35 contains 18634 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9174 members 
Mstep: Class 38 contains 38301 members 
Mstep: Class 39 contains 87134 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5904 members 
Mstep: Class 43 contains 12242 members 
Mstep: Class 44 contains 5067 members 
Mstep: Class 45 contains 9143 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 3098 members 
Mstep: Class 48 contains 15029 members 
Mstep: Class 49 contains 2455 members 
Mstep: Class 50 contains 14176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84110720.000000 Penalty: 170162.656250
Iteration 105Q: 51 clusters Score -8.411072e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4018 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 162919 members 
Mstep: Class 7 contains 3259 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 38550 members 
Mstep: Class 12 contains 4653 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 10913 members 
Mstep: Class 19 contains 19520 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 60191 members 
Mstep: Class 22 contains 94431 members 
Mstep: Class 23 contains 77381 members 
Mstep: Class 24 contains 6978 members 
Mstep: Class 25 contains 21142 members 
Mstep: Class 26 contains 19662 members 
Mstep: Class 27 contains 17683 members 
Mstep: Class 28 contains 9627 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32715 members 
Mstep: Class 31 contains 2949 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 6942 members 
Mstep: Class 35 contains 18824 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9165 members 
Mstep: Class 38 contains 38252 members 
Mstep: Class 39 contains 87583 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5902 members 
Mstep: Class 43 contains 12275 members 
Mstep: Class 44 contains 5077 members 
Mstep: Class 45 contains 9146 members 
Mstep: Class 46 contains 10619 members 
Mstep: Class 47 contains 3115 members 
Mstep: Class 48 contains 15032 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84110896.000000 Penalty: 170162.656250
Iteration 106Q: 51 clusters Score -8.41109e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 162680 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 38428 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 13216 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 19495 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 60069 members 
Mstep: Class 22 contains 94384 members 
Mstep: Class 23 contains 77293 members 
Mstep: Class 24 contains 6727 members 
Mstep: Class 25 contains 21132 members 
Mstep: Class 26 contains 19630 members 
Mstep: Class 27 contains 17626 members 
Mstep: Class 28 contains 9600 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32709 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4259 members 
Mstep: Class 34 contains 6957 members 
Mstep: Class 35 contains 19029 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9179 members 
Mstep: Class 38 contains 38200 members 
Mstep: Class 39 contains 88036 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5901 members 
Mstep: Class 43 contains 12330 members 
Mstep: Class 44 contains 5083 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10627 members 
Mstep: Class 47 contains 3135 members 
Mstep: Class 48 contains 15038 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84111440.000000 Penalty: 170162.656250
Iteration 107Q: 51 clusters Score -8.411144e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 9136 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 162443 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 38285 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 19476 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 59957 members 
Mstep: Class 22 contains 94334 members 
Mstep: Class 23 contains 77215 members 
Mstep: Class 24 contains 6481 members 
Mstep: Class 25 contains 21125 members 
Mstep: Class 26 contains 19599 members 
Mstep: Class 27 contains 17562 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32706 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4259 members 
Mstep: Class 34 contains 6974 members 
Mstep: Class 35 contains 19257 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9176 members 
Mstep: Class 38 contains 38144 members 
Mstep: Class 39 contains 88477 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5901 members 
Mstep: Class 43 contains 12364 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 9168 members 
Mstep: Class 46 contains 10632 members 
Mstep: Class 47 contains 3153 members 
Mstep: Class 48 contains 15035 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84111768.000000 Penalty: 170162.656250
Iteration 108Q: 51 clusters Score -8.411177e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 9192 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 162224 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 38161 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 19450 members 
Mstep: Class 20 contains 5869 members 
Mstep: Class 21 contains 59863 members 
Mstep: Class 22 contains 94280 members 
Mstep: Class 23 contains 77124 members 
Mstep: Class 24 contains 6223 members 
Mstep: Class 25 contains 21123 members 
Mstep: Class 26 contains 19569 members 
Mstep: Class 27 contains 17501 members 
Mstep: Class 28 contains 9540 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32707 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4258 members 
Mstep: Class 34 contains 6999 members 
Mstep: Class 35 contains 19469 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9178 members 
Mstep: Class 38 contains 38061 members 
Mstep: Class 39 contains 88897 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5901 members 
Mstep: Class 43 contains 12405 members 
Mstep: Class 44 contains 5097 members 
Mstep: Class 45 contains 9178 members 
Mstep: Class 46 contains 10637 members 
Mstep: Class 47 contains 3165 members 
Mstep: Class 48 contains 15039 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 14116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84111848.000000 Penalty: 170162.656250
Iteration 109Q: 51 clusters Score -8.411185e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 9245 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 3337 members 
Mstep: Class 6 contains 162041 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 38037 members 
Mstep: Class 12 contains 5566 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 19433 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 59765 members 
Mstep: Class 22 contains 94258 members 
Mstep: Class 23 contains 77016 members 
Mstep: Class 24 contains 5968 members 
Mstep: Class 25 contains 21116 members 
Mstep: Class 26 contains 19553 members 
Mstep: Class 27 contains 17461 members 
Mstep: Class 28 contains 9509 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32713 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 7026 members 
Mstep: Class 35 contains 19635 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9178 members 
Mstep: Class 38 contains 37982 members 
Mstep: Class 39 contains 89280 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5900 members 
Mstep: Class 43 contains 12460 members 
Mstep: Class 44 contains 5103 members 
Mstep: Class 45 contains 9181 members 
Mstep: Class 46 contains 10643 members 
Mstep: Class 47 contains 3185 members 
Mstep: Class 48 contains 15039 members 
Mstep: Class 49 contains 2455 members 
Mstep: Class 50 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84112520.000000 Penalty: 170162.656250
Iteration 110Q: 51 clusters Score -8.411252e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 9303 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 161875 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 37902 members 
Mstep: Class 12 contains 5753 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 10911 members 
Mstep: Class 19 contains 19421 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 59687 members 
Mstep: Class 22 contains 94240 members 
Mstep: Class 23 contains 76920 members 
Mstep: Class 24 contains 5768 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 19532 members 
Mstep: Class 27 contains 17410 members 
Mstep: Class 28 contains 9474 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 32706 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 7038 members 
Mstep: Class 35 contains 19829 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9175 members 
Mstep: Class 38 contains 37905 members 
Mstep: Class 39 contains 89640 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5900 members 
Mstep: Class 43 contains 12508 members 
Mstep: Class 44 contains 5117 members 
Mstep: Class 45 contains 9190 members 
Mstep: Class 46 contains 10650 members 
Mstep: Class 47 contains 3196 members 
Mstep: Class 48 contains 15031 members 
Mstep: Class 49 contains 2454 members 
Mstep: Class 50 contains 14087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84112904.000000 Penalty: 170162.656250
Iteration 111Q: 51 clusters Score -8.41129e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 161724 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 37780 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 10913 members 
Mstep: Class 19 contains 19406 members 
Mstep: Class 20 contains 5855 members 
Mstep: Class 21 contains 59565 members 
Mstep: Class 22 contains 94220 members 
Mstep: Class 23 contains 76841 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 21110 members 
Mstep: Class 26 contains 19508 members 
Mstep: Class 27 contains 17344 members 
Mstep: Class 28 contains 9438 members 
Mstep: Class 29 contains 10486 members 
Mstep: Class 30 contains 32698 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 7056 members 
Mstep: Class 35 contains 20036 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9174 members 
Mstep: Class 38 contains 37825 members 
Mstep: Class 39 contains 90003 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5900 members 
Mstep: Class 43 contains 12581 members 
Mstep: Class 44 contains 5127 members 
Mstep: Class 45 contains 9192 members 
Mstep: Class 46 contains 10658 members 
Mstep: Class 47 contains 3207 members 
Mstep: Class 48 contains 15022 members 
Mstep: Class 49 contains 2454 members 
Mstep: Class 50 contains 14071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84113208.000000 Penalty: 170162.656250
Iteration 112Q: 51 clusters Score -8.411321e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 9410 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 161564 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 37649 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 19382 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 59465 members 
Mstep: Class 22 contains 94194 members 
Mstep: Class 23 contains 76756 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 19490 members 
Mstep: Class 27 contains 17291 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32691 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4260 members 
Mstep: Class 34 contains 7074 members 
Mstep: Class 35 contains 20231 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9172 members 
Mstep: Class 38 contains 37768 members 
Mstep: Class 39 contains 90361 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5898 members 
Mstep: Class 43 contains 12629 members 
Mstep: Class 44 contains 5137 members 
Mstep: Class 45 contains 9194 members 
Mstep: Class 46 contains 10657 members 
Mstep: Class 47 contains 3216 members 
Mstep: Class 48 contains 15013 members 
Mstep: Class 49 contains 2455 members 
Mstep: Class 50 contains 14060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84113808.000000 Penalty: 170162.656250
Iteration 113Q: 51 clusters Score -8.411381e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 161421 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 2638 members 
Mstep: Class 11 contains 37536 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 19358 members 
Mstep: Class 20 contains 5857 members 
Mstep: Class 21 contains 59386 members 
Mstep: Class 22 contains 94144 members 
Mstep: Class 23 contains 76671 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 21110 members 
Mstep: Class 26 contains 19483 members 
Mstep: Class 27 contains 17236 members 
Mstep: Class 28 contains 9376 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32688 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4255 members 
Mstep: Class 34 contains 7095 members 
Mstep: Class 35 contains 20388 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9171 members 
Mstep: Class 38 contains 37717 members 
Mstep: Class 39 contains 90697 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5896 members 
Mstep: Class 43 contains 12664 members 
Mstep: Class 44 contains 5150 members 
Mstep: Class 45 contains 9194 members 
Mstep: Class 46 contains 10664 members 
Mstep: Class 47 contains 3227 members 
Mstep: Class 48 contains 15008 members 
Mstep: Class 49 contains 2459 members 
Mstep: Class 50 contains 14047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84114296.000000 Penalty: 170162.656250
Iteration 114Q: 51 clusters Score -8.41143e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 11721 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 161313 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 37436 members 
Mstep: Class 12 contains 6164 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 19339 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 59312 members 
Mstep: Class 22 contains 94119 members 
Mstep: Class 23 contains 76574 members 
Mstep: Class 24 contains 5425 members 
Mstep: Class 25 contains 21111 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 17172 members 
Mstep: Class 28 contains 9355 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32678 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 7113 members 
Mstep: Class 35 contains 20568 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9171 members 
Mstep: Class 38 contains 37658 members 
Mstep: Class 39 contains 90996 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 12689 members 
Mstep: Class 44 contains 5155 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10671 members 
Mstep: Class 47 contains 3235 members 
Mstep: Class 48 contains 15001 members 
Mstep: Class 49 contains 2463 members 
Mstep: Class 50 contains 14043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84114872.000000 Penalty: 170162.656250
Iteration 115Q: 51 clusters Score -8.411487e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 9525 members 
Mstep: Class 4 contains 11718 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 161197 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 37340 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 19325 members 
Mstep: Class 20 contains 5831 members 
Mstep: Class 21 contains 59249 members 
Mstep: Class 22 contains 94105 members 
Mstep: Class 23 contains 76485 members 
Mstep: Class 24 contains 5377 members 
Mstep: Class 25 contains 21114 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 17103 members 
Mstep: Class 28 contains 9336 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32679 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4242 members 
Mstep: Class 34 contains 7132 members 
Mstep: Class 35 contains 20727 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9173 members 
Mstep: Class 38 contains 37596 members 
Mstep: Class 39 contains 91265 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5887 members 
Mstep: Class 43 contains 12722 members 
Mstep: Class 44 contains 5158 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10679 members 
Mstep: Class 47 contains 3238 members 
Mstep: Class 48 contains 14991 members 
Mstep: Class 49 contains 2467 members 
Mstep: Class 50 contains 14043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84115544.000000 Penalty: 170162.656250
Iteration 116Q: 51 clusters Score -8.411554e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 9557 members 
Mstep: Class 4 contains 11715 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 6 contains 161089 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 37235 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3488 members 
Mstep: Class 18 contains 10913 members 
Mstep: Class 19 contains 19314 members 
Mstep: Class 20 contains 5816 members 
Mstep: Class 21 contains 59196 members 
Mstep: Class 22 contains 94090 members 
Mstep: Class 23 contains 76400 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 21112 members 
Mstep: Class 26 contains 19454 members 
Mstep: Class 27 contains 17025 members 
Mstep: Class 28 contains 9314 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32679 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4239 members 
Mstep: Class 34 contains 7154 members 
Mstep: Class 35 contains 20908 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9176 members 
Mstep: Class 38 contains 37544 members 
Mstep: Class 39 contains 91525 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5884 members 
Mstep: Class 43 contains 12751 members 
Mstep: Class 44 contains 5161 members 
Mstep: Class 45 contains 9199 members 
Mstep: Class 46 contains 10688 members 
Mstep: Class 47 contains 3237 members 
Mstep: Class 48 contains 14983 members 
Mstep: Class 49 contains 2470 members 
Mstep: Class 50 contains 14040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84115688.000000 Penalty: 170162.656250
Iteration 117Q: 51 clusters Score -8.411569e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 9582 members 
Mstep: Class 4 contains 11713 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 160977 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3720 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 37130 members 
Mstep: Class 12 contains 6325 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 19306 members 
Mstep: Class 20 contains 5806 members 
Mstep: Class 21 contains 59131 members 
Mstep: Class 22 contains 94075 members 
Mstep: Class 23 contains 76329 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 21109 members 
Mstep: Class 26 contains 19449 members 
Mstep: Class 27 contains 16964 members 
Mstep: Class 28 contains 9283 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32675 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 7170 members 
Mstep: Class 35 contains 21080 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9178 members 
Mstep: Class 38 contains 37499 members 
Mstep: Class 39 contains 91780 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5883 members 
Mstep: Class 43 contains 12791 members 
Mstep: Class 44 contains 5170 members 
Mstep: Class 45 contains 9196 members 
Mstep: Class 46 contains 10698 members 
Mstep: Class 47 contains 3239 members 
Mstep: Class 48 contains 14982 members 
Mstep: Class 49 contains 2472 members 
Mstep: Class 50 contains 14029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84115896.000000 Penalty: 170162.656250
Iteration 118Q: 51 clusters Score -8.41159e+07 nChanged 860
Entering ConstructFrom: 
Score: -84115896.000000 Penalty: 170162.656250
Entering ConstructFrom: 
Trying to split cluster 1 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -28842.228516 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -28842.23 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 202 members 
Entering Unmasked Estep 
Score: -27575.609375 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -27575.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27794.292969 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -27794.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27902.298828 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -27902.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27955.015625 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -27955.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27970.396484 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -27970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27973.166016 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -27973.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27976.869141 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -27976.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27980.050781 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -27980.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27988.519531 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -27988.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27993.345703 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -27993.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28004.517578 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -28004.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28014.863281 Penalty: 2943.707520
	Iteration 11Q: 3 clusters Score -28014.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28034.035156 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -28034.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28075.529297 Penalty: 2943.707520
	Iteration 13Q: 3 clusters Score -28075.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28111.095703 Penalty: 2943.707520
	Iteration 14Q: 3 clusters Score -28111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28137.384766 Penalty: 2943.707520
	Iteration 15Q: 3 clusters Score -28137.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28148.019531 Penalty: 2943.707520
	Iteration 16Q: 3 clusters Score -28148.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28158.394531 Penalty: 2943.707520
	Iteration 17Q: 3 clusters Score -28158.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28159.886719 Penalty: 2943.707520
	Iteration 18Q: 3 clusters Score -28159.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28162.480469 Penalty: 2943.707520
	Iteration 19Q: 3 clusters Score -28162.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28162.480469 Penalty: 2943.707520
	Iteration 20F: 3 clusters Score -28162.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -331933.781250 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -331933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -328004.812500 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -328004.8 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -329011.562500 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -329011.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -329642.906250 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -329642.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -330205.812500 Penalty: 4118.169922
	Iteration 3F: 3 clusters Score -330205.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -330644.937500 Penalty: 4118.169922
	Iteration 4F: 3 clusters Score -330644.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -331015.406250 Penalty: 4118.169922
	Iteration 5F: 3 clusters Score -331015.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -331329.937500 Penalty: 4118.169922
	Iteration 6F: 3 clusters Score -331329.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -331513.343750 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -331513.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -331667.593750 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -331667.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -331792.031250 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -331792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -331874.906250 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -331874.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -331929.812500 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -331929.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -331974.093750 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -331974.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -332015.000000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -332015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -332054.000000 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -332054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -332100.281250 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -332100.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -332152.093750 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -332152.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -332202.718750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -332202.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -332262.531250 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -332262.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -332314.187500 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -332314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -332341.312500 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -332341.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -332357.718750 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -332357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -332371.531250 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -332371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -332387.656250 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -332387.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -332400.593750 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -332400.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -332406.843750 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -332406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -332416.812500 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -332416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -332424.906250 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -332424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -332434.500000 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -332434.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -332448.093750 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -332448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -332456.562500 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -332456.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -332465.906250 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -332465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -332472.281250 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -332472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -332477.562500 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -332477.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -332487.750000 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -332487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -332496.156250 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -332496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -332498.500000 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -332498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -332502.156250 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -332502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -332506.968750 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -332507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -332512.656250 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -332512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -332517.281250 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -332517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -332520.781250 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -332520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -332526.500000 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -332526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -332533.281250 Penalty: 4118.169922
	Iteration 43Q: 3 clusters Score -332533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -332535.625000 Penalty: 4118.169922
	Iteration 44Q: 3 clusters Score -332535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -332536.468750 Penalty: 4118.169922
	Iteration 45Q: 3 clusters Score -332536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -332536.781250 Penalty: 4118.169922
	Iteration 46Q: 3 clusters Score -332536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -332538.531250 Penalty: 4118.169922
	Iteration 47Q: 3 clusters Score -332538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -332540.031250 Penalty: 4118.169922
	Iteration 48Q: 3 clusters Score -332540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -332542.343750 Penalty: 4118.169922
	Iteration 49Q: 3 clusters Score -332542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -332544.625000 Penalty: 4118.169922
	Iteration 50Q: 3 clusters Score -332544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -332546.125000 Penalty: 4118.169922
	Iteration 51Q: 3 clusters Score -332546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -332548.718750 Penalty: 4118.169922
	Iteration 52Q: 3 clusters Score -332548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -332549.218750 Penalty: 4118.169922
	Iteration 53Q: 3 clusters Score -332549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -332549.218750 Penalty: 4118.169922
	Iteration 54F: 3 clusters Score -332549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 160871 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 37028 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 19294 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 59065 members 
Mstep: Class 22 contains 94051 members 
Mstep: Class 23 contains 76247 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 21103 members 
Mstep: Class 26 contains 19447 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 7188 members 
Mstep: Class 35 contains 21253 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9187 members 
Mstep: Class 38 contains 37470 members 
Mstep: Class 39 contains 92038 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 12820 members 
Mstep: Class 44 contains 5182 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10703 members 
Mstep: Class 47 contains 3239 members 
Mstep: Class 48 contains 14981 members 
Mstep: Class 49 contains 2471 members 
Mstep: Class 50 contains 14026 members 
Mstep: Class 51 contains 3212 members 
Entering Unmasked Estep 
Score: -84115144.000000 Penalty: 173565.906250
Splitting cluster 2 changes total score from -84115896.000000 to -84115144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Entering Unmasked Estep 
Score: -951817.500000 Penalty: 2274.092041
	Iteration 0F: 2 clusters Score -951817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -944341.437500 Penalty: 4548.184082
	Iteration 0F: 3 clusters Score -944341.4 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -946430.000000 Penalty: 4548.184082
	Iteration 1F: 3 clusters Score -946430 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -946721.187500 Penalty: 4548.184082
	Iteration 2F: 3 clusters Score -946721.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -946931.187500 Penalty: 4548.184082
	Iteration 3F: 3 clusters Score -946931.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -947079.500000 Penalty: 4548.184082
	Iteration 4Q: 3 clusters Score -947079.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -947194.437500 Penalty: 4548.184082
	Iteration 5Q: 3 clusters Score -947194.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -947283.937500 Penalty: 4548.184082
	Iteration 6Q: 3 clusters Score -947283.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -947369.750000 Penalty: 4548.184082
	Iteration 7Q: 3 clusters Score -947369.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -947461.375000 Penalty: 4548.184082
	Iteration 8Q: 3 clusters Score -947461.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -947573.062500 Penalty: 4548.184082
	Iteration 9Q: 3 clusters Score -947573.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -947700.062500 Penalty: 4548.184082
	Iteration 10Q: 3 clusters Score -947700.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -947843.812500 Penalty: 4548.184082
	Iteration 11Q: 3 clusters Score -947843.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -947996.062500 Penalty: 4548.184082
	Iteration 12Q: 3 clusters Score -947996.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -948181.937500 Penalty: 4548.184082
	Iteration 13Q: 3 clusters Score -948181.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -948403.125000 Penalty: 4548.184082
	Iteration 14Q: 3 clusters Score -948403.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -948651.625000 Penalty: 4548.184082
	Iteration 15Q: 3 clusters Score -948651.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -948882.875000 Penalty: 4548.184082
	Iteration 16Q: 3 clusters Score -948882.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -949077.937500 Penalty: 4548.184082
	Iteration 17Q: 3 clusters Score -949077.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -949253.312500 Penalty: 4548.184082
	Iteration 18Q: 3 clusters Score -949253.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -949418.000000 Penalty: 4548.184082
	Iteration 19Q: 3 clusters Score -949418 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -949549.250000 Penalty: 4548.184082
	Iteration 20F: 3 clusters Score -949549.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -949633.125000 Penalty: 4548.184082
	Iteration 21Q: 3 clusters Score -949633.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -949691.875000 Penalty: 4548.184082
	Iteration 22Q: 3 clusters Score -949691.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -949726.750000 Penalty: 4548.184082
	Iteration 23Q: 3 clusters Score -949726.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -949762.000000 Penalty: 4548.184082
	Iteration 24Q: 3 clusters Score -949762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -949795.937500 Penalty: 4548.184082
	Iteration 25Q: 3 clusters Score -949795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -949818.125000 Penalty: 4548.184082
	Iteration 26Q: 3 clusters Score -949818.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -949834.187500 Penalty: 4548.184082
	Iteration 27Q: 3 clusters Score -949834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -949846.437500 Penalty: 4548.184082
	Iteration 28Q: 3 clusters Score -949846.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -949854.562500 Penalty: 4548.184082
	Iteration 29Q: 3 clusters Score -949854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -949861.750000 Penalty: 4548.184082
	Iteration 30Q: 3 clusters Score -949861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -949863.687500 Penalty: 4548.184082
	Iteration 31Q: 3 clusters Score -949863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -949869.937500 Penalty: 4548.184082
	Iteration 32Q: 3 clusters Score -949869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -949875.375000 Penalty: 4548.184082
	Iteration 33Q: 3 clusters Score -949875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -949878.875000 Penalty: 4548.184082
	Iteration 34Q: 3 clusters Score -949878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -949884.187500 Penalty: 4548.184082
	Iteration 35Q: 3 clusters Score -949884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -949885.437500 Penalty: 4548.184082
	Iteration 36Q: 3 clusters Score -949885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -949887.375000 Penalty: 4548.184082
	Iteration 37Q: 3 clusters Score -949887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -949889.312500 Penalty: 4548.184082
	Iteration 38Q: 3 clusters Score -949889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -949892.562500 Penalty: 4548.184082
	Iteration 39Q: 3 clusters Score -949892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -949892.812500 Penalty: 4548.184082
	Iteration 40F: 3 clusters Score -949892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -949897.187500 Penalty: 4548.184082
	Iteration 41Q: 3 clusters Score -949897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -949900.062500 Penalty: 4548.184082
	Iteration 42Q: 3 clusters Score -949900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -949903.687500 Penalty: 4548.184082
	Iteration 43Q: 3 clusters Score -949903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -949905.000000 Penalty: 4548.184082
	Iteration 44Q: 3 clusters Score -949905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -949907.562500 Penalty: 4548.184082
	Iteration 45Q: 3 clusters Score -949907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -949908.375000 Penalty: 4548.184082
	Iteration 46Q: 3 clusters Score -949908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -949912.187500 Penalty: 4548.184082
	Iteration 47Q: 3 clusters Score -949912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -949918.375000 Penalty: 4548.184082
	Iteration 48Q: 3 clusters Score -949918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -949920.125000 Penalty: 4548.184082
	Iteration 49Q: 3 clusters Score -949920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -949921.062500 Penalty: 4548.184082
	Iteration 50Q: 3 clusters Score -949921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -949921.062500 Penalty: 4548.184082
	Iteration 51F: 3 clusters Score -949921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Entering Unmasked Estep 
Score: -1166837.125000 Penalty: 2323.440186
	Iteration 0F: 2 clusters Score -1166837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1158066.125000 Penalty: 4646.880371
	Iteration 0F: 3 clusters Score -1158066 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1160772.750000 Penalty: 4646.880371
	Iteration 1F: 3 clusters Score -1160773 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1161121.500000 Penalty: 4646.880371
	Iteration 2F: 3 clusters Score -1161122 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1161413.750000 Penalty: 4646.880371
	Iteration 3F: 3 clusters Score -1161414 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1161729.875000 Penalty: 4646.880371
	Iteration 4Q: 3 clusters Score -1161730 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1162166.250000 Penalty: 4646.880371
	Iteration 5F: 3 clusters Score -1162166 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1162772.000000 Penalty: 4646.880371
	Iteration 6F: 3 clusters Score -1162772 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1163466.625000 Penalty: 4646.880371
	Iteration 7F: 3 clusters Score -1163467 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1164102.375000 Penalty: 4646.880371
	Iteration 8F: 3 clusters Score -1164102 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1164547.125000 Penalty: 4646.880371
	Iteration 9F: 3 clusters Score -1164547 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1164798.875000 Penalty: 4646.880371
	Iteration 10Q: 3 clusters Score -1164799 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1164922.375000 Penalty: 4646.880371
	Iteration 11Q: 3 clusters Score -1164922 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1164982.125000 Penalty: 4646.880371
	Iteration 12Q: 3 clusters Score -1164982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1165010.375000 Penalty: 4646.880371
	Iteration 13Q: 3 clusters Score -1165010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1165022.750000 Penalty: 4646.880371
	Iteration 14Q: 3 clusters Score -1165023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1165031.625000 Penalty: 4646.880371
	Iteration 15Q: 3 clusters Score -1165032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1165037.000000 Penalty: 4646.880371
	Iteration 16Q: 3 clusters Score -1165037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1165044.750000 Penalty: 4646.880371
	Iteration 17Q: 3 clusters Score -1165045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1165051.375000 Penalty: 4646.880371
	Iteration 18Q: 3 clusters Score -1165051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1165050.625000 Penalty: 4646.880371
	Iteration 19Q: 3 clusters Score -1165051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1165049.125000 Penalty: 4646.880371
	Iteration 20F: 3 clusters Score -1165049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1165050.125000 Penalty: 4646.880371
	Iteration 21Q: 3 clusters Score -1165050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1165050.375000 Penalty: 4646.880371
	Iteration 22Q: 3 clusters Score -1165050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1165052.750000 Penalty: 4646.880371
	Iteration 23Q: 3 clusters Score -1165053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1165053.250000 Penalty: 4646.880371
	Iteration 24Q: 3 clusters Score -1165053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1165055.500000 Penalty: 4646.880371
	Iteration 25Q: 3 clusters Score -1165056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1165055.750000 Penalty: 4646.880371
	Iteration 26Q: 3 clusters Score -1165056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1165053.000000 Penalty: 4646.880371
	Iteration 27Q: 3 clusters Score -1165053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1165055.625000 Penalty: 4646.880371
	Iteration 28Q: 3 clusters Score -1165056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1165053.250000 Penalty: 4646.880371
	Iteration 29Q: 3 clusters Score -1165053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1165053.250000 Penalty: 4646.880371
	Iteration 30F: 3 clusters Score -1165053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -278668.625000 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -278668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -275290.531250 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -275290.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -276188.531250 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -276188.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -276549.750000 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -276549.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -276888.093750 Penalty: 4021.429199
	Iteration 3F: 3 clusters Score -276888.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -277154.250000 Penalty: 4021.429199
	Iteration 4F: 3 clusters Score -277154.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -277418.656250 Penalty: 4021.429199
	Iteration 5F: 3 clusters Score -277418.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -277652.375000 Penalty: 4021.429199
	Iteration 6F: 3 clusters Score -277652.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -277843.281250 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -277843.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277933.062500 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -277933.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -277990.531250 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -277990.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278028.312500 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -278028.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -278049.718750 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -278049.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -278069.687500 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -278069.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -278082.906250 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -278082.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -278094.625000 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -278094.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -278100.593750 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -278100.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -278104.437500 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -278104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -278107.843750 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -278107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -278108.531250 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -278108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -278110.281250 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -278110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -278111.593750 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -278111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278112.125000 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -278112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278112.125000 Penalty: 4021.429199
	Iteration 22F: 3 clusters Score -278112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Entering Unmasked Estep 
Score: -15864314.000000 Penalty: 2973.112793
	Iteration 0F: 2 clusters Score -1.586431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -15756297.000000 Penalty: 5946.225586
	Iteration 0F: 3 clusters Score -1.57563e+07 nChanged 77116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -15801217.000000 Penalty: 5946.225586
	Iteration 1F: 3 clusters Score -1.580122e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -15802375.000000 Penalty: 5946.225586
	Iteration 2Q: 3 clusters Score -1.580238e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -15804272.000000 Penalty: 5946.225586
	Iteration 3Q: 3 clusters Score -1.580427e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -15807843.000000 Penalty: 5946.225586
	Iteration 4Q: 3 clusters Score -1.580784e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -15814062.000000 Penalty: 5946.225586
	Iteration 5F: 3 clusters Score -1.581406e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -15824915.000000 Penalty: 5946.225586
	Iteration 6F: 3 clusters Score -1.582492e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -15838415.000000 Penalty: 5946.225586
	Iteration 7F: 3 clusters Score -1.583842e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -15850068.000000 Penalty: 5946.225586
	Iteration 8F: 3 clusters Score -1.585007e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -15856907.000000 Penalty: 5946.225586
	Iteration 9Q: 3 clusters Score -1.585691e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15859801.000000 Penalty: 5946.225586
	Iteration 10Q: 3 clusters Score -1.58598e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15860884.000000 Penalty: 5946.225586
	Iteration 11Q: 3 clusters Score -1.586088e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15861289.000000 Penalty: 5946.225586
	Iteration 12Q: 3 clusters Score -1.586129e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15861438.000000 Penalty: 5946.225586
	Iteration 13Q: 3 clusters Score -1.586144e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15861568.000000 Penalty: 5946.225586
	Iteration 14Q: 3 clusters Score -1.586157e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15861618.000000 Penalty: 5946.225586
	Iteration 15Q: 3 clusters Score -1.586162e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15861649.000000 Penalty: 5946.225586
	Iteration 16Q: 3 clusters Score -1.586165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -15861677.000000 Penalty: 5946.225586
	Iteration 17Q: 3 clusters Score -1.586168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15861700.000000 Penalty: 5946.225586
	Iteration 18Q: 3 clusters Score -1.58617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15861715.000000 Penalty: 5946.225586
	Iteration 19Q: 3 clusters Score -1.586172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15861727.000000 Penalty: 5946.225586
	Iteration 20F: 3 clusters Score -1.586173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160498 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15861723.000000 Penalty: 5946.225586
	Iteration 21Q: 3 clusters Score -1.586172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15861735.000000 Penalty: 5946.225586
	Iteration 22Q: 3 clusters Score -1.586174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15861731.000000 Penalty: 5946.225586
	Iteration 23Q: 3 clusters Score -1.586173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15861731.000000 Penalty: 5946.225586
	Iteration 24F: 3 clusters Score -1.586173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -309159.531250 Penalty: 2010.938599
	Iteration 0F: 2 clusters Score -309159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -305720.843750 Penalty: 4021.877197
	Iteration 0F: 3 clusters Score -305720.8 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -306565.718750 Penalty: 4021.877197
	Iteration 1F: 3 clusters Score -306565.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -306878.687500 Penalty: 4021.877197
	Iteration 2F: 3 clusters Score -306878.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -307120.531250 Penalty: 4021.877197
	Iteration 3F: 3 clusters Score -307120.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -307296.187500 Penalty: 4021.877197
	Iteration 4F: 3 clusters Score -307296.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -307430.718750 Penalty: 4021.877197
	Iteration 5Q: 3 clusters Score -307430.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -307542.312500 Penalty: 4021.877197
	Iteration 6Q: 3 clusters Score -307542.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -307620.218750 Penalty: 4021.877197
	Iteration 7Q: 3 clusters Score -307620.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -307693.656250 Penalty: 4021.877197
	Iteration 8Q: 3 clusters Score -307693.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -307748.781250 Penalty: 4021.877197
	Iteration 9Q: 3 clusters Score -307748.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -307792.437500 Penalty: 4021.877197
	Iteration 10Q: 3 clusters Score -307792.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -307823.375000 Penalty: 4021.877197
	Iteration 11Q: 3 clusters Score -307823.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -307848.562500 Penalty: 4021.877197
	Iteration 12Q: 3 clusters Score -307848.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -307868.718750 Penalty: 4021.877197
	Iteration 13Q: 3 clusters Score -307868.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -307882.812500 Penalty: 4021.877197
	Iteration 14Q: 3 clusters Score -307882.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -307895.593750 Penalty: 4021.877197
	Iteration 15Q: 3 clusters Score -307895.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -307906.500000 Penalty: 4021.877197
	Iteration 16Q: 3 clusters Score -307906.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -307916.593750 Penalty: 4021.877197
	Iteration 17Q: 3 clusters Score -307916.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -307928.687500 Penalty: 4021.877197
	Iteration 18Q: 3 clusters Score -307928.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -307939.000000 Penalty: 4021.877197
	Iteration 19Q: 3 clusters Score -307939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -307944.437500 Penalty: 4021.877197
	Iteration 20F: 3 clusters Score -307944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -307949.218750 Penalty: 4021.877197
	Iteration 21Q: 3 clusters Score -307949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -307953.250000 Penalty: 4021.877197
	Iteration 22Q: 3 clusters Score -307953.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -307956.093750 Penalty: 4021.877197
	Iteration 23Q: 3 clusters Score -307956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -307958.812500 Penalty: 4021.877197
	Iteration 24Q: 3 clusters Score -307958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -307960.156250 Penalty: 4021.877197
	Iteration 25Q: 3 clusters Score -307960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -307959.875000 Penalty: 4021.877197
	Iteration 26Q: 3 clusters Score -307959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -307959.875000 Penalty: 4021.877197
	Iteration 27F: 3 clusters Score -307959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -71543.531250 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -71543.53 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 386 members 
Entering Unmasked Estep 
Score: -69749.101562 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -69749.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70076.492188 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -70076.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70233.742188 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -70233.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70382.382812 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -70382.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70549.164062 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -70549.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70624.343750 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -70624.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70659.210938 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -70659.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70720.843750 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -70720.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70789.906250 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -70789.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70818.312500 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -70818.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70832.156250 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -70832.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70840.710938 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -70840.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70854.843750 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -70854.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70870.070312 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -70870.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70881.914062 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -70881.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70893.304688 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -70893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70894.484375 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -70894.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70894.484375 Penalty: 3328.419434
	Iteration 17F: 3 clusters Score -70894.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -338346.468750 Penalty: 2038.793457
	Iteration 0F: 2 clusters Score -338346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -334633.156250 Penalty: 4077.586914
	Iteration 0F: 3 clusters Score -334633.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -335549.937500 Penalty: 4077.586914
	Iteration 1F: 3 clusters Score -335549.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -335923.000000 Penalty: 4077.586914
	Iteration 2F: 3 clusters Score -335923 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -336215.812500 Penalty: 4077.586914
	Iteration 3F: 3 clusters Score -336215.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -336450.687500 Penalty: 4077.586914
	Iteration 4F: 3 clusters Score -336450.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -336644.937500 Penalty: 4077.586914
	Iteration 5F: 3 clusters Score -336644.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -336788.593750 Penalty: 4077.586914
	Iteration 6Q: 3 clusters Score -336788.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -336878.062500 Penalty: 4077.586914
	Iteration 7Q: 3 clusters Score -336878.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -336954.156250 Penalty: 4077.586914
	Iteration 8Q: 3 clusters Score -336954.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -337033.968750 Penalty: 4077.586914
	Iteration 9Q: 3 clusters Score -337034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -337145.812500 Penalty: 4077.586914
	Iteration 10Q: 3 clusters Score -337145.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -337320.437500 Penalty: 4077.586914
	Iteration 11Q: 3 clusters Score -337320.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -337496.750000 Penalty: 4077.586914
	Iteration 12Q: 3 clusters Score -337496.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -337651.156250 Penalty: 4077.586914
	Iteration 13Q: 3 clusters Score -337651.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -337711.125000 Penalty: 4077.586914
	Iteration 14Q: 3 clusters Score -337711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -337739.375000 Penalty: 4077.586914
	Iteration 15Q: 3 clusters Score -337739.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -337756.156250 Penalty: 4077.586914
	Iteration 16Q: 3 clusters Score -337756.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -337770.468750 Penalty: 4077.586914
	Iteration 17Q: 3 clusters Score -337770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -337774.875000 Penalty: 4077.586914
	Iteration 18Q: 3 clusters Score -337774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -337779.156250 Penalty: 4077.586914
	Iteration 19Q: 3 clusters Score -337779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -337784.781250 Penalty: 4077.586914
	Iteration 20F: 3 clusters Score -337784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337786.375000 Penalty: 4077.586914
	Iteration 21Q: 3 clusters Score -337786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337788.062500 Penalty: 4077.586914
	Iteration 22Q: 3 clusters Score -337788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -337789.937500 Penalty: 4077.586914
	Iteration 23Q: 3 clusters Score -337789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -337791.562500 Penalty: 4077.586914
	Iteration 24Q: 3 clusters Score -337791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -337791.718750 Penalty: 4077.586914
	Iteration 25Q: 3 clusters Score -337791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -337792.781250 Penalty: 4077.586914
	Iteration 26Q: 3 clusters Score -337792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -337793.656250 Penalty: 4077.586914
	Iteration 27Q: 3 clusters Score -337793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -337793.656250 Penalty: 4077.586914
	Iteration 28F: 3 clusters Score -337793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -240891.093750 Penalty: 1957.420776
	Iteration 0F: 2 clusters Score -240891.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -237859.375000 Penalty: 3914.841553
	Iteration 0F: 3 clusters Score -237859.4 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238425.671875 Penalty: 3914.841553
	Iteration 1F: 3 clusters Score -238425.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -238584.250000 Penalty: 3914.841553
	Iteration 2F: 3 clusters Score -238584.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -238669.890625 Penalty: 3914.841553
	Iteration 3Q: 3 clusters Score -238669.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -238738.828125 Penalty: 3914.841553
	Iteration 4Q: 3 clusters Score -238738.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -238806.437500 Penalty: 3914.841553
	Iteration 5Q: 3 clusters Score -238806.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -238876.625000 Penalty: 3914.841553
	Iteration 6Q: 3 clusters Score -238876.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -238944.296875 Penalty: 3914.841553
	Iteration 7Q: 3 clusters Score -238944.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -239005.328125 Penalty: 3914.841553
	Iteration 8Q: 3 clusters Score -239005.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -239056.781250 Penalty: 3914.841553
	Iteration 9Q: 3 clusters Score -239056.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -239111.093750 Penalty: 3914.841553
	Iteration 10Q: 3 clusters Score -239111.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -239153.171875 Penalty: 3914.841553
	Iteration 11Q: 3 clusters Score -239153.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -239182.375000 Penalty: 3914.841553
	Iteration 12Q: 3 clusters Score -239182.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -239205.781250 Penalty: 3914.841553
	Iteration 13Q: 3 clusters Score -239205.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -239232.734375 Penalty: 3914.841553
	Iteration 14Q: 3 clusters Score -239232.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -239253.843750 Penalty: 3914.841553
	Iteration 15Q: 3 clusters Score -239253.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -239264.156250 Penalty: 3914.841553
	Iteration 16Q: 3 clusters Score -239264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -239275.671875 Penalty: 3914.841553
	Iteration 17Q: 3 clusters Score -239275.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -239289.453125 Penalty: 3914.841553
	Iteration 18Q: 3 clusters Score -239289.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -239300.109375 Penalty: 3914.841553
	Iteration 19Q: 3 clusters Score -239300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -239308.593750 Penalty: 3914.841553
	Iteration 20F: 3 clusters Score -239308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -239312.296875 Penalty: 3914.841553
	Iteration 21Q: 3 clusters Score -239312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -239313.578125 Penalty: 3914.841553
	Iteration 22Q: 3 clusters Score -239313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -239315.265625 Penalty: 3914.841553
	Iteration 23Q: 3 clusters Score -239315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -239317.843750 Penalty: 3914.841553
	Iteration 24Q: 3 clusters Score -239317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -239326.171875 Penalty: 3914.841553
	Iteration 25Q: 3 clusters Score -239326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -239331.718750 Penalty: 3914.841553
	Iteration 26Q: 3 clusters Score -239331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -239333.625000 Penalty: 3914.841553
	Iteration 27Q: 3 clusters Score -239333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -239335.562500 Penalty: 3914.841553
	Iteration 28Q: 3 clusters Score -239335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -239339.734375 Penalty: 3914.841553
	Iteration 29Q: 3 clusters Score -239339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -239344.734375 Penalty: 3914.841553
	Iteration 30Q: 3 clusters Score -239344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -239349.921875 Penalty: 3914.841553
	Iteration 31Q: 3 clusters Score -239349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -239355.328125 Penalty: 3914.841553
	Iteration 32Q: 3 clusters Score -239355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -239360.765625 Penalty: 3914.841553
	Iteration 33Q: 3 clusters Score -239360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -239362.156250 Penalty: 3914.841553
	Iteration 34Q: 3 clusters Score -239362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -239364.109375 Penalty: 3914.841553
	Iteration 35Q: 3 clusters Score -239364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -239366.562500 Penalty: 3914.841553
	Iteration 36Q: 3 clusters Score -239366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -239367.500000 Penalty: 3914.841553
	Iteration 37Q: 3 clusters Score -239367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -239368.593750 Penalty: 3914.841553
	Iteration 38Q: 3 clusters Score -239368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -239369.406250 Penalty: 3914.841553
	Iteration 39Q: 3 clusters Score -239369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -239370.093750 Penalty: 3914.841553
	Iteration 40F: 3 clusters Score -239370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -239370.000000 Penalty: 3914.841553
	Iteration 41Q: 3 clusters Score -239370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -239370.000000 Penalty: 3914.841553
	Iteration 42F: 3 clusters Score -239370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Entering Unmasked Estep 
Score: -3452022.000000 Penalty: 2608.818359
	Iteration 0F: 2 clusters Score -3452022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3426699.750000 Penalty: 5217.636719
	Iteration 0F: 3 clusters Score -3426700 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3436109.500000 Penalty: 5217.636719
	Iteration 1F: 3 clusters Score -3436110 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3436641.750000 Penalty: 5217.636719
	Iteration 2Q: 3 clusters Score -3436642 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3437156.000000 Penalty: 5217.636719
	Iteration 3Q: 3 clusters Score -3437156 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3437738.250000 Penalty: 5217.636719
	Iteration 4Q: 3 clusters Score -3437738 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3438296.000000 Penalty: 5217.636719
	Iteration 5Q: 3 clusters Score -3438296 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3438828.250000 Penalty: 5217.636719
	Iteration 6Q: 3 clusters Score -3438828 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3439313.000000 Penalty: 5217.636719
	Iteration 7Q: 3 clusters Score -3439313 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3439880.500000 Penalty: 5217.636719
	Iteration 8Q: 3 clusters Score -3439880 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3440588.500000 Penalty: 5217.636719
	Iteration 9Q: 3 clusters Score -3440588 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3441502.750000 Penalty: 5217.636719
	Iteration 10Q: 3 clusters Score -3441503 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3442591.000000 Penalty: 5217.636719
	Iteration 11Q: 3 clusters Score -3442591 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3443744.000000 Penalty: 5217.636719
	Iteration 12Q: 3 clusters Score -3443744 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3444806.000000 Penalty: 5217.636719
	Iteration 13Q: 3 clusters Score -3444806 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3445773.500000 Penalty: 5217.636719
	Iteration 14Q: 3 clusters Score -3445774 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3446609.000000 Penalty: 5217.636719
	Iteration 15Q: 3 clusters Score -3446609 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3447329.000000 Penalty: 5217.636719
	Iteration 16Q: 3 clusters Score -3447329 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3447993.750000 Penalty: 5217.636719
	Iteration 17Q: 3 clusters Score -3447994 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3448635.000000 Penalty: 5217.636719
	Iteration 18Q: 3 clusters Score -3448635 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3449249.500000 Penalty: 5217.636719
	Iteration 19Q: 3 clusters Score -3449250 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3449816.250000 Penalty: 5217.636719
	Iteration 20F: 3 clusters Score -3449816 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3450245.750000 Penalty: 5217.636719
	Iteration 21Q: 3 clusters Score -3450246 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3450529.250000 Penalty: 5217.636719
	Iteration 22Q: 3 clusters Score -3450529 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3450679.000000 Penalty: 5217.636719
	Iteration 23Q: 3 clusters Score -3450679 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3450789.500000 Penalty: 5217.636719
	Iteration 24Q: 3 clusters Score -3450790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3450866.250000 Penalty: 5217.636719
	Iteration 25Q: 3 clusters Score -3450866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3450909.000000 Penalty: 5217.636719
	Iteration 26Q: 3 clusters Score -3450909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3450951.500000 Penalty: 5217.636719
	Iteration 27Q: 3 clusters Score -3450952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3450998.500000 Penalty: 5217.636719
	Iteration 28Q: 3 clusters Score -3450998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3451036.250000 Penalty: 5217.636719
	Iteration 29Q: 3 clusters Score -3451036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3451074.750000 Penalty: 5217.636719
	Iteration 30Q: 3 clusters Score -3451075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3451097.750000 Penalty: 5217.636719
	Iteration 31Q: 3 clusters Score -3451098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3451114.500000 Penalty: 5217.636719
	Iteration 32Q: 3 clusters Score -3451114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3451131.250000 Penalty: 5217.636719
	Iteration 33Q: 3 clusters Score -3451131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3451149.000000 Penalty: 5217.636719
	Iteration 34Q: 3 clusters Score -3451149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3451154.750000 Penalty: 5217.636719
	Iteration 35Q: 3 clusters Score -3451155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3451165.250000 Penalty: 5217.636719
	Iteration 36Q: 3 clusters Score -3451165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3451175.500000 Penalty: 5217.636719
	Iteration 37Q: 3 clusters Score -3451176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3451191.500000 Penalty: 5217.636719
	Iteration 38Q: 3 clusters Score -3451192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3451204.750000 Penalty: 5217.636719
	Iteration 39Q: 3 clusters Score -3451205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3451203.750000 Penalty: 5217.636719
	Iteration 40F: 3 clusters Score -3451204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3451207.750000 Penalty: 5217.636719
	Iteration 41Q: 3 clusters Score -3451208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3451205.750000 Penalty: 5217.636719
	Iteration 42Q: 3 clusters Score -3451206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3451211.750000 Penalty: 5217.636719
	Iteration 43Q: 3 clusters Score -3451212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3451209.500000 Penalty: 5217.636719
	Iteration 44Q: 3 clusters Score -3451210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3451207.250000 Penalty: 5217.636719
	Iteration 45Q: 3 clusters Score -3451207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3451215.000000 Penalty: 5217.636719
	Iteration 46Q: 3 clusters Score -3451215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3451211.000000 Penalty: 5217.636719
	Iteration 47Q: 3 clusters Score -3451211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3451213.000000 Penalty: 5217.636719
	Iteration 48Q: 3 clusters Score -3451213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3451217.000000 Penalty: 5217.636719
	Iteration 49Q: 3 clusters Score -3451217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3451216.500000 Penalty: 5217.636719
	Iteration 50Q: 3 clusters Score -3451216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3451219.500000 Penalty: 5217.636719
	Iteration 51Q: 3 clusters Score -3451220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3451223.250000 Penalty: 5217.636719
	Iteration 52Q: 3 clusters Score -3451223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3451226.500000 Penalty: 5217.636719
	Iteration 53Q: 3 clusters Score -3451226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3451228.000000 Penalty: 5217.636719
	Iteration 54Q: 3 clusters Score -3451228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3451237.000000 Penalty: 5217.636719
	Iteration 55Q: 3 clusters Score -3451237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3451245.000000 Penalty: 5217.636719
	Iteration 56Q: 3 clusters Score -3451245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3451251.250000 Penalty: 5217.636719
	Iteration 57Q: 3 clusters Score -3451251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3451255.750000 Penalty: 5217.636719
	Iteration 58Q: 3 clusters Score -3451256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3451257.250000 Penalty: 5217.636719
	Iteration 59Q: 3 clusters Score -3451257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3451256.000000 Penalty: 5217.636719
	Iteration 60F: 3 clusters Score -3451256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3451261.250000 Penalty: 5217.636719
	Iteration 61Q: 3 clusters Score -3451261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3451258.000000 Penalty: 5217.636719
	Iteration 62Q: 3 clusters Score -3451258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3451263.250000 Penalty: 5217.636719
	Iteration 63Q: 3 clusters Score -3451263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3451265.500000 Penalty: 5217.636719
	Iteration 64Q: 3 clusters Score -3451266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3451270.500000 Penalty: 5217.636719
	Iteration 65Q: 3 clusters Score -3451270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3451270.250000 Penalty: 5217.636719
	Iteration 66Q: 3 clusters Score -3451270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3451269.750000 Penalty: 5217.636719
	Iteration 67Q: 3 clusters Score -3451270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3451264.500000 Penalty: 5217.636719
	Iteration 68Q: 3 clusters Score -3451264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3451265.500000 Penalty: 5217.636719
	Iteration 69Q: 3 clusters Score -3451266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3451267.250000 Penalty: 5217.636719
	Iteration 70Q: 3 clusters Score -3451267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3451267.250000 Penalty: 5217.636719
	Iteration 71F: 3 clusters Score -3451267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -599417.750000 Penalty: 2171.031982
	Iteration 0F: 2 clusters Score -599417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -593995.312500 Penalty: 4342.063965
	Iteration 0F: 3 clusters Score -593995.3 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -595350.937500 Penalty: 4342.063965
	Iteration 1F: 3 clusters Score -595350.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -595634.625000 Penalty: 4342.063965
	Iteration 2F: 3 clusters Score -595634.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -595864.562500 Penalty: 4342.063965
	Iteration 3F: 3 clusters Score -595864.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -596084.312500 Penalty: 4342.063965
	Iteration 4F: 3 clusters Score -596084.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -596321.500000 Penalty: 4342.063965
	Iteration 5F: 3 clusters Score -596321.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -596552.062500 Penalty: 4342.063965
	Iteration 6F: 3 clusters Score -596552.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -596806.187500 Penalty: 4342.063965
	Iteration 7F: 3 clusters Score -596806.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -597064.062500 Penalty: 4342.063965
	Iteration 8F: 3 clusters Score -597064.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -597277.500000 Penalty: 4342.063965
	Iteration 9Q: 3 clusters Score -597277.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -597470.187500 Penalty: 4342.063965
	Iteration 10Q: 3 clusters Score -597470.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -597610.625000 Penalty: 4342.063965
	Iteration 11Q: 3 clusters Score -597610.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -597718.000000 Penalty: 4342.063965
	Iteration 12Q: 3 clusters Score -597718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -597790.500000 Penalty: 4342.063965
	Iteration 13Q: 3 clusters Score -597790.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -597832.375000 Penalty: 4342.063965
	Iteration 14Q: 3 clusters Score -597832.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -597856.187500 Penalty: 4342.063965
	Iteration 15Q: 3 clusters Score -597856.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -597873.500000 Penalty: 4342.063965
	Iteration 16Q: 3 clusters Score -597873.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -597883.812500 Penalty: 4342.063965
	Iteration 17Q: 3 clusters Score -597883.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -597892.312500 Penalty: 4342.063965
	Iteration 18Q: 3 clusters Score -597892.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -597895.312500 Penalty: 4342.063965
	Iteration 19Q: 3 clusters Score -597895.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -597900.562500 Penalty: 4342.063965
	Iteration 20F: 3 clusters Score -597900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -597904.687500 Penalty: 4342.063965
	Iteration 21Q: 3 clusters Score -597904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -597907.875000 Penalty: 4342.063965
	Iteration 22Q: 3 clusters Score -597907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -597910.125000 Penalty: 4342.063965
	Iteration 23Q: 3 clusters Score -597910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -597909.812500 Penalty: 4342.063965
	Iteration 24Q: 3 clusters Score -597909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -597910.750000 Penalty: 4342.063965
	Iteration 25Q: 3 clusters Score -597910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -597912.250000 Penalty: 4342.063965
	Iteration 26Q: 3 clusters Score -597912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -597912.250000 Penalty: 4342.063965
	Iteration 27F: 3 clusters Score -597912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -424029.093750 Penalty: 2092.982910
	Iteration 0F: 2 clusters Score -424029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -419756.031250 Penalty: 4185.965820
	Iteration 0F: 3 clusters Score -419756 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -420817.125000 Penalty: 4185.965820
	Iteration 1F: 3 clusters Score -420817.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -421109.343750 Penalty: 4185.965820
	Iteration 2F: 3 clusters Score -421109.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -421336.937500 Penalty: 4185.965820
	Iteration 3F: 3 clusters Score -421336.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -421487.093750 Penalty: 4185.965820
	Iteration 4Q: 3 clusters Score -421487.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -421589.968750 Penalty: 4185.965820
	Iteration 5Q: 3 clusters Score -421590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -421692.375000 Penalty: 4185.965820
	Iteration 6Q: 3 clusters Score -421692.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -421775.468750 Penalty: 4185.965820
	Iteration 7Q: 3 clusters Score -421775.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -421859.343750 Penalty: 4185.965820
	Iteration 8Q: 3 clusters Score -421859.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -421941.906250 Penalty: 4185.965820
	Iteration 9Q: 3 clusters Score -421941.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -422005.156250 Penalty: 4185.965820
	Iteration 10Q: 3 clusters Score -422005.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -422059.906250 Penalty: 4185.965820
	Iteration 11Q: 3 clusters Score -422059.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -422092.656250 Penalty: 4185.965820
	Iteration 12Q: 3 clusters Score -422092.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -422123.500000 Penalty: 4185.965820
	Iteration 13Q: 3 clusters Score -422123.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -422152.062500 Penalty: 4185.965820
	Iteration 14Q: 3 clusters Score -422152.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -422179.031250 Penalty: 4185.965820
	Iteration 15Q: 3 clusters Score -422179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -422207.968750 Penalty: 4185.965820
	Iteration 16Q: 3 clusters Score -422208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -422229.281250 Penalty: 4185.965820
	Iteration 17Q: 3 clusters Score -422229.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -422244.906250 Penalty: 4185.965820
	Iteration 18Q: 3 clusters Score -422244.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -422261.812500 Penalty: 4185.965820
	Iteration 19Q: 3 clusters Score -422261.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -422271.531250 Penalty: 4185.965820
	Iteration 20F: 3 clusters Score -422271.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -422279.187500 Penalty: 4185.965820
	Iteration 21Q: 3 clusters Score -422279.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -422287.968750 Penalty: 4185.965820
	Iteration 22Q: 3 clusters Score -422288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -422295.843750 Penalty: 4185.965820
	Iteration 23Q: 3 clusters Score -422295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -422300.562500 Penalty: 4185.965820
	Iteration 24Q: 3 clusters Score -422300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -422302.093750 Penalty: 4185.965820
	Iteration 25Q: 3 clusters Score -422302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -422305.062500 Penalty: 4185.965820
	Iteration 26Q: 3 clusters Score -422305.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -422308.781250 Penalty: 4185.965820
	Iteration 27Q: 3 clusters Score -422308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -422311.718750 Penalty: 4185.965820
	Iteration 28Q: 3 clusters Score -422311.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -422313.406250 Penalty: 4185.965820
	Iteration 29Q: 3 clusters Score -422313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -422313.406250 Penalty: 4185.965820
	Iteration 30F: 3 clusters Score -422313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -316190.781250 Penalty: 2023.312012
	Iteration 0F: 2 clusters Score -316190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -312684.031250 Penalty: 4046.624023
	Iteration 0F: 3 clusters Score -312684 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -313492.625000 Penalty: 4046.624023
	Iteration 1F: 3 clusters Score -313492.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -313758.250000 Penalty: 4046.624023
	Iteration 2F: 3 clusters Score -313758.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313916.906250 Penalty: 4046.624023
	Iteration 3F: 3 clusters Score -313916.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -314098.843750 Penalty: 4046.624023
	Iteration 4Q: 3 clusters Score -314098.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314295.843750 Penalty: 4046.624023
	Iteration 5F: 3 clusters Score -314295.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -314538.750000 Penalty: 4046.624023
	Iteration 6F: 3 clusters Score -314538.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -314791.468750 Penalty: 4046.624023
	Iteration 7F: 3 clusters Score -314791.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -314995.281250 Penalty: 4046.624023
	Iteration 8Q: 3 clusters Score -314995.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -315132.312500 Penalty: 4046.624023
	Iteration 9Q: 3 clusters Score -315132.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -315196.812500 Penalty: 4046.624023
	Iteration 10Q: 3 clusters Score -315196.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -315235.406250 Penalty: 4046.624023
	Iteration 11Q: 3 clusters Score -315235.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -315263.343750 Penalty: 4046.624023
	Iteration 12Q: 3 clusters Score -315263.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -315289.625000 Penalty: 4046.624023
	Iteration 13Q: 3 clusters Score -315289.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -315305.625000 Penalty: 4046.624023
	Iteration 14Q: 3 clusters Score -315305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -315324.937500 Penalty: 4046.624023
	Iteration 15Q: 3 clusters Score -315324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -315349.656250 Penalty: 4046.624023
	Iteration 16Q: 3 clusters Score -315349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -315383.718750 Penalty: 4046.624023
	Iteration 17Q: 3 clusters Score -315383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -315403.625000 Penalty: 4046.624023
	Iteration 18Q: 3 clusters Score -315403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -315414.593750 Penalty: 4046.624023
	Iteration 19Q: 3 clusters Score -315414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -315419.906250 Penalty: 4046.624023
	Iteration 20F: 3 clusters Score -315419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -315423.093750 Penalty: 4046.624023
	Iteration 21Q: 3 clusters Score -315423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -315425.468750 Penalty: 4046.624023
	Iteration 22Q: 3 clusters Score -315425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -315426.593750 Penalty: 4046.624023
	Iteration 23Q: 3 clusters Score -315426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -315427.343750 Penalty: 4046.624023
	Iteration 24Q: 3 clusters Score -315427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -315427.343750 Penalty: 4046.624023
	Iteration 25F: 3 clusters Score -315427.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1325100.625000 Penalty: 2353.336182
	Iteration 0F: 2 clusters Score -1325101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1315364.375000 Penalty: 4706.672363
	Iteration 0F: 3 clusters Score -1315364 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1318740.500000 Penalty: 4706.672363
	Iteration 1F: 3 clusters Score -1318740 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1319602.750000 Penalty: 4706.672363
	Iteration 2F: 3 clusters Score -1319603 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1320505.875000 Penalty: 4706.672363
	Iteration 3F: 3 clusters Score -1320506 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1321414.500000 Penalty: 4706.672363
	Iteration 4F: 3 clusters Score -1321414 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1322044.250000 Penalty: 4706.672363
	Iteration 5F: 3 clusters Score -1322044 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1322415.000000 Penalty: 4706.672363
	Iteration 6Q: 3 clusters Score -1322415 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1322612.375000 Penalty: 4706.672363
	Iteration 7Q: 3 clusters Score -1322612 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1322702.000000 Penalty: 4706.672363
	Iteration 8Q: 3 clusters Score -1322702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1322766.875000 Penalty: 4706.672363
	Iteration 9Q: 3 clusters Score -1322767 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1322799.375000 Penalty: 4706.672363
	Iteration 10Q: 3 clusters Score -1322799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1322813.875000 Penalty: 4706.672363
	Iteration 11Q: 3 clusters Score -1322814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1322836.500000 Penalty: 4706.672363
	Iteration 12Q: 3 clusters Score -1322836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1322845.375000 Penalty: 4706.672363
	Iteration 13Q: 3 clusters Score -1322845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1322855.750000 Penalty: 4706.672363
	Iteration 14Q: 3 clusters Score -1322856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1322860.375000 Penalty: 4706.672363
	Iteration 15Q: 3 clusters Score -1322860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1322866.250000 Penalty: 4706.672363
	Iteration 16Q: 3 clusters Score -1322866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1322867.625000 Penalty: 4706.672363
	Iteration 17Q: 3 clusters Score -1322868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1322870.375000 Penalty: 4706.672363
	Iteration 18Q: 3 clusters Score -1322870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1322877.125000 Penalty: 4706.672363
	Iteration 19Q: 3 clusters Score -1322877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1322876.125000 Penalty: 4706.672363
	Iteration 20F: 3 clusters Score -1322876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1322881.125000 Penalty: 4706.672363
	Iteration 21Q: 3 clusters Score -1322881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1322884.375000 Penalty: 4706.672363
	Iteration 22Q: 3 clusters Score -1322884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1322884.500000 Penalty: 4706.672363
	Iteration 23Q: 3 clusters Score -1322884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1322888.375000 Penalty: 4706.672363
	Iteration 24Q: 3 clusters Score -1322888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1322886.375000 Penalty: 4706.672363
	Iteration 25Q: 3 clusters Score -1322886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1322887.000000 Penalty: 4706.672363
	Iteration 26Q: 3 clusters Score -1322887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1322888.375000 Penalty: 4706.672363
	Iteration 27Q: 3 clusters Score -1322888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1322890.750000 Penalty: 4706.672363
	Iteration 28Q: 3 clusters Score -1322891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1322890.375000 Penalty: 4706.672363
	Iteration 29Q: 3 clusters Score -1322890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1322893.125000 Penalty: 4706.672363
	Iteration 30Q: 3 clusters Score -1322893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1322891.875000 Penalty: 4706.672363
	Iteration 31Q: 3 clusters Score -1322892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1322889.750000 Penalty: 4706.672363
	Iteration 32Q: 3 clusters Score -1322890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1322891.500000 Penalty: 4706.672363
	Iteration 33Q: 3 clusters Score -1322892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1322895.375000 Penalty: 4706.672363
	Iteration 34Q: 3 clusters Score -1322895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1322898.125000 Penalty: 4706.672363
	Iteration 35Q: 3 clusters Score -1322898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1322902.000000 Penalty: 4706.672363
	Iteration 36Q: 3 clusters Score -1322902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1322905.375000 Penalty: 4706.672363
	Iteration 37Q: 3 clusters Score -1322905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1322907.000000 Penalty: 4706.672363
	Iteration 38Q: 3 clusters Score -1322907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1322910.625000 Penalty: 4706.672363
	Iteration 39Q: 3 clusters Score -1322911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1322911.375000 Penalty: 4706.672363
	Iteration 40F: 3 clusters Score -1322911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1322913.875000 Penalty: 4706.672363
	Iteration 41Q: 3 clusters Score -1322914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1322914.500000 Penalty: 4706.672363
	Iteration 42Q: 3 clusters Score -1322914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1322916.500000 Penalty: 4706.672363
	Iteration 43Q: 3 clusters Score -1322916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1322919.875000 Penalty: 4706.672363
	Iteration 44Q: 3 clusters Score -1322920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1322922.625000 Penalty: 4706.672363
	Iteration 45Q: 3 clusters Score -1322923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1322920.875000 Penalty: 4706.672363
	Iteration 46Q: 3 clusters Score -1322921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1322921.125000 Penalty: 4706.672363
	Iteration 47Q: 3 clusters Score -1322921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1322920.875000 Penalty: 4706.672363
	Iteration 48Q: 3 clusters Score -1322921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1322920.375000 Penalty: 4706.672363
	Iteration 49Q: 3 clusters Score -1322920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1322920.375000 Penalty: 4706.672363
	Iteration 50F: 3 clusters Score -1322920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -149521.812500 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -149521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -147066.781250 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -147066.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147586.375000 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -147586.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -147768.421875 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -147768.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -147839.843750 Penalty: 3732.182373
	Iteration 3Q: 3 clusters Score -147839.8 nChanged 52
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: -147892.171875 Penalty: 3732.182373
	Iteration 4Q: 3 clusters Score -147892.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147953.031250 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -147953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -148016.593750 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -148016.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -148073.468750 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -148073.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -148126.750000 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -148126.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -148179.859375 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -148179.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -148226.765625 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -148226.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148272.375000 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -148272.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -148319.078125 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -148319.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -148359.531250 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -148359.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -148388.031250 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -148388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -148409.109375 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -148409.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -148434.218750 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -148434.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -148459.906250 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -148459.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -148482.703125 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -148482.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -148497.125000 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -148497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -148502.484375 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -148502.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -148509.546875 Penalty: 3732.182373
	Iteration 21Q: 3 clusters Score -148509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -148514.484375 Penalty: 3732.182373
	Iteration 22Q: 3 clusters Score -148514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -148516.078125 Penalty: 3732.182373
	Iteration 23Q: 3 clusters Score -148516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -148516.484375 Penalty: 3732.182373
	Iteration 24Q: 3 clusters Score -148516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -148519.312500 Penalty: 3732.182373
	Iteration 25Q: 3 clusters Score -148519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -148521.718750 Penalty: 3732.182373
	Iteration 26Q: 3 clusters Score -148521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -148522.875000 Penalty: 3732.182373
	Iteration 27Q: 3 clusters Score -148522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -148523.359375 Penalty: 3732.182373
	Iteration 28Q: 3 clusters Score -148523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -148523.359375 Penalty: 3732.182373
	Iteration 29F: 3 clusters Score -148523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -333476.875000 Penalty: 2023.027954
	Iteration 0F: 2 clusters Score -333476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329956.250000 Penalty: 4046.055908
	Iteration 0F: 3 clusters Score -329956.2 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -330858.125000 Penalty: 4046.055908
	Iteration 1F: 3 clusters Score -330858.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -331294.281250 Penalty: 4046.055908
	Iteration 2F: 3 clusters Score -331294.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -331723.093750 Penalty: 4046.055908
	Iteration 3F: 3 clusters Score -331723.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -332129.968750 Penalty: 4046.055908
	Iteration 4F: 3 clusters Score -332130 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -332422.687500 Penalty: 4046.055908
	Iteration 5F: 3 clusters Score -332422.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332559.531250 Penalty: 4046.055908
	Iteration 6Q: 3 clusters Score -332559.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332608.250000 Penalty: 4046.055908
	Iteration 7Q: 3 clusters Score -332608.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -332630.906250 Penalty: 4046.055908
	Iteration 8Q: 3 clusters Score -332630.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -332644.812500 Penalty: 4046.055908
	Iteration 9Q: 3 clusters Score -332644.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332650.656250 Penalty: 4046.055908
	Iteration 10Q: 3 clusters Score -332650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -332653.937500 Penalty: 4046.055908
	Iteration 11Q: 3 clusters Score -332653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332656.312500 Penalty: 4046.055908
	Iteration 12Q: 3 clusters Score -332656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -332655.531250 Penalty: 4046.055908
	Iteration 13Q: 3 clusters Score -332655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -332655.531250 Penalty: 4046.055908
	Iteration 14F: 3 clusters Score -332655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Entering Unmasked Estep 
Score: -1062925.250000 Penalty: 2305.854980
	Iteration 0F: 2 clusters Score -1062925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1054701.375000 Penalty: 4611.709961
	Iteration 0F: 3 clusters Score -1054701 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1057082.250000 Penalty: 4611.709961
	Iteration 1F: 3 clusters Score -1057082 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1057350.875000 Penalty: 4611.709961
	Iteration 2F: 3 clusters Score -1057351 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1057569.000000 Penalty: 4611.709961
	Iteration 3Q: 3 clusters Score -1057569 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1057794.125000 Penalty: 4611.709961
	Iteration 4Q: 3 clusters Score -1057794 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1058030.625000 Penalty: 4611.709961
	Iteration 5Q: 3 clusters Score -1058031 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1058352.625000 Penalty: 4611.709961
	Iteration 6Q: 3 clusters Score -1058353 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1058822.125000 Penalty: 4611.709961
	Iteration 7F: 3 clusters Score -1058822 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1059652.125000 Penalty: 4611.709961
	Iteration 8F: 3 clusters Score -1059652 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1061153.000000 Penalty: 4611.709961
	Iteration 9F: 3 clusters Score -1061153 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1062521.250000 Penalty: 4611.709961
	Iteration 10F: 3 clusters Score -1062521 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1063279.375000 Penalty: 4611.709961
	Iteration 11F: 3 clusters Score -1063279 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1063995.125000 Penalty: 4611.709961
	Iteration 12Q: 3 clusters Score -1063995 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1065005.750000 Penalty: 4611.709961
	Iteration 13Q: 3 clusters Score -1065006 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1066080.125000 Penalty: 4611.709961
	Iteration 14Q: 3 clusters Score -1066080 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1066483.500000 Penalty: 4611.709961
	Iteration 15Q: 3 clusters Score -1066484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1066511.250000 Penalty: 4611.709961
	Iteration 16Q: 3 clusters Score -1066511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1066517.250000 Penalty: 4611.709961
	Iteration 17Q: 3 clusters Score -1066517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1066519.125000 Penalty: 4611.709961
	Iteration 18Q: 3 clusters Score -1066519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1066520.375000 Penalty: 4611.709961
	Iteration 19Q: 3 clusters Score -1066520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1066520.000000 Penalty: 4611.709961
	Iteration 20F: 3 clusters Score -1066520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1066519.750000 Penalty: 4611.709961
	Iteration 21Q: 3 clusters Score -1066520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1066519.750000 Penalty: 4611.709961
	Iteration 22F: 3 clusters Score -1066520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 160871 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 37028 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 19294 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 59065 members 
Mstep: Class 22 contains 94051 members 
Mstep: Class 23 contains 76247 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 21103 members 
Mstep: Class 26 contains 19447 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 7188 members 
Mstep: Class 35 contains 21253 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9187 members 
Mstep: Class 38 contains 37470 members 
Mstep: Class 39 contains 92038 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 12820 members 
Mstep: Class 44 contains 5182 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10703 members 
Mstep: Class 47 contains 3239 members 
Mstep: Class 48 contains 14981 members 
Mstep: Class 49 contains 2471 members 
Mstep: Class 50 contains 14026 members 
Mstep: Class 51 contains 3235 members 
Entering Unmasked Estep 
Score: -84118472.000000 Penalty: 173565.906250
Splitting cluster 18 changes total score from -84115896.000000 to -84118472.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 19 (19294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Entering Unmasked Estep 
Score: -1914434.875000 Penalty: 2447.152344
	Iteration 0F: 2 clusters Score -1914435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1900873.125000 Penalty: 4894.304688
	Iteration 0F: 3 clusters Score -1900873 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1905778.125000 Penalty: 4894.304688
	Iteration 1F: 3 clusters Score -1905778 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1906587.875000 Penalty: 4894.304688
	Iteration 2F: 3 clusters Score -1906588 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1907374.875000 Penalty: 4894.304688
	Iteration 3F: 3 clusters Score -1907375 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1908185.125000 Penalty: 4894.304688
	Iteration 4F: 3 clusters Score -1908185 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1908971.875000 Penalty: 4894.304688
	Iteration 5F: 3 clusters Score -1908972 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1909772.375000 Penalty: 4894.304688
	Iteration 6F: 3 clusters Score -1909772 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1910534.000000 Penalty: 4894.304688
	Iteration 7F: 3 clusters Score -1910534 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1911069.250000 Penalty: 4894.304688
	Iteration 8Q: 3 clusters Score -1911069 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1911450.250000 Penalty: 4894.304688
	Iteration 9Q: 3 clusters Score -1911450 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1911724.250000 Penalty: 4894.304688
	Iteration 10Q: 3 clusters Score -1911724 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1911936.875000 Penalty: 4894.304688
	Iteration 11Q: 3 clusters Score -1911937 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1912088.750000 Penalty: 4894.304688
	Iteration 12Q: 3 clusters Score -1912089 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1912192.250000 Penalty: 4894.304688
	Iteration 13Q: 3 clusters Score -1912192 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1912277.625000 Penalty: 4894.304688
	Iteration 14Q: 3 clusters Score -1912278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1912341.375000 Penalty: 4894.304688
	Iteration 15Q: 3 clusters Score -1912341 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1912423.125000 Penalty: 4894.304688
	Iteration 16Q: 3 clusters Score -1912423 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1912504.625000 Penalty: 4894.304688
	Iteration 17Q: 3 clusters Score -1912505 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1912596.625000 Penalty: 4894.304688
	Iteration 18Q: 3 clusters Score -1912597 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1912708.250000 Penalty: 4894.304688
	Iteration 19Q: 3 clusters Score -1912708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1912846.875000 Penalty: 4894.304688
	Iteration 20F: 3 clusters Score -1912847 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1912982.750000 Penalty: 4894.304688
	Iteration 21Q: 3 clusters Score -1912983 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1913100.500000 Penalty: 4894.304688
	Iteration 22Q: 3 clusters Score -1913100 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1913229.375000 Penalty: 4894.304688
	Iteration 23Q: 3 clusters Score -1913229 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1913303.875000 Penalty: 4894.304688
	Iteration 24Q: 3 clusters Score -1913304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1913350.000000 Penalty: 4894.304688
	Iteration 25Q: 3 clusters Score -1913350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1913380.875000 Penalty: 4894.304688
	Iteration 26Q: 3 clusters Score -1913381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1913403.125000 Penalty: 4894.304688
	Iteration 27Q: 3 clusters Score -1913403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1913413.125000 Penalty: 4894.304688
	Iteration 28Q: 3 clusters Score -1913413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1913416.125000 Penalty: 4894.304688
	Iteration 29Q: 3 clusters Score -1913416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1913428.125000 Penalty: 4894.304688
	Iteration 30Q: 3 clusters Score -1913428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1913430.500000 Penalty: 4894.304688
	Iteration 31Q: 3 clusters Score -1913430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1913436.000000 Penalty: 4894.304688
	Iteration 32Q: 3 clusters Score -1913436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1913441.875000 Penalty: 4894.304688
	Iteration 33Q: 3 clusters Score -1913442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1913451.500000 Penalty: 4894.304688
	Iteration 34Q: 3 clusters Score -1913452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1913460.625000 Penalty: 4894.304688
	Iteration 35Q: 3 clusters Score -1913461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1913461.375000 Penalty: 4894.304688
	Iteration 36Q: 3 clusters Score -1913461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1913466.625000 Penalty: 4894.304688
	Iteration 37Q: 3 clusters Score -1913467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1913474.375000 Penalty: 4894.304688
	Iteration 38Q: 3 clusters Score -1913474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1913474.250000 Penalty: 4894.304688
	Iteration 39Q: 3 clusters Score -1913474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1913479.125000 Penalty: 4894.304688
	Iteration 40F: 3 clusters Score -1913479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1913490.250000 Penalty: 4894.304688
	Iteration 41Q: 3 clusters Score -1913490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1913495.750000 Penalty: 4894.304688
	Iteration 42Q: 3 clusters Score -1913496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1913501.000000 Penalty: 4894.304688
	Iteration 43Q: 3 clusters Score -1913501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1913509.875000 Penalty: 4894.304688
	Iteration 44Q: 3 clusters Score -1913510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1913514.250000 Penalty: 4894.304688
	Iteration 45Q: 3 clusters Score -1913514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1913518.875000 Penalty: 4894.304688
	Iteration 46Q: 3 clusters Score -1913519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1913529.000000 Penalty: 4894.304688
	Iteration 47Q: 3 clusters Score -1913529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1913539.000000 Penalty: 4894.304688
	Iteration 48Q: 3 clusters Score -1913539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1913550.500000 Penalty: 4894.304688
	Iteration 49Q: 3 clusters Score -1913550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1913558.875000 Penalty: 4894.304688
	Iteration 50Q: 3 clusters Score -1913559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1913565.000000 Penalty: 4894.304688
	Iteration 51Q: 3 clusters Score -1913565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1913564.750000 Penalty: 4894.304688
	Iteration 52Q: 3 clusters Score -1913565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1913567.000000 Penalty: 4894.304688
	Iteration 53Q: 3 clusters Score -1913567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1913573.000000 Penalty: 4894.304688
	Iteration 54Q: 3 clusters Score -1913573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1913574.125000 Penalty: 4894.304688
	Iteration 55Q: 3 clusters Score -1913574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1913581.750000 Penalty: 4894.304688
	Iteration 56Q: 3 clusters Score -1913582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1913589.125000 Penalty: 4894.304688
	Iteration 57Q: 3 clusters Score -1913589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1913602.625000 Penalty: 4894.304688
	Iteration 58Q: 3 clusters Score -1913603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1913611.750000 Penalty: 4894.304688
	Iteration 59Q: 3 clusters Score -1913612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1913618.500000 Penalty: 4894.304688
	Iteration 60F: 3 clusters Score -1913618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1913619.500000 Penalty: 4894.304688
	Iteration 61Q: 3 clusters Score -1913620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1913623.500000 Penalty: 4894.304688
	Iteration 62Q: 3 clusters Score -1913624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1913632.750000 Penalty: 4894.304688
	Iteration 63Q: 3 clusters Score -1913633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1913636.500000 Penalty: 4894.304688
	Iteration 64Q: 3 clusters Score -1913636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1913637.125000 Penalty: 4894.304688
	Iteration 65Q: 3 clusters Score -1913637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1913642.375000 Penalty: 4894.304688
	Iteration 66Q: 3 clusters Score -1913642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1913646.875000 Penalty: 4894.304688
	Iteration 67Q: 3 clusters Score -1913647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1913652.375000 Penalty: 4894.304688
	Iteration 68Q: 3 clusters Score -1913652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1913651.625000 Penalty: 4894.304688
	Iteration 69Q: 3 clusters Score -1913652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1913651.375000 Penalty: 4894.304688
	Iteration 70Q: 3 clusters Score -1913651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1913657.000000 Penalty: 4894.304688
	Iteration 71Q: 3 clusters Score -1913657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1913658.375000 Penalty: 4894.304688
	Iteration 72Q: 3 clusters Score -1913658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1913660.125000 Penalty: 4894.304688
	Iteration 73Q: 3 clusters Score -1913660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1913663.125000 Penalty: 4894.304688
	Iteration 74Q: 3 clusters Score -1913663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1913662.250000 Penalty: 4894.304688
	Iteration 75Q: 3 clusters Score -1913662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1913660.750000 Penalty: 4894.304688
	Iteration 76Q: 3 clusters Score -1913661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1913662.750000 Penalty: 4894.304688
	Iteration 77Q: 3 clusters Score -1913663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1913662.500000 Penalty: 4894.304688
	Iteration 78Q: 3 clusters Score -1913662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1913665.750000 Penalty: 4894.304688
	Iteration 79Q: 3 clusters Score -1913666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1913666.250000 Penalty: 4894.304688
	Iteration 80F: 3 clusters Score -1913666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1913668.250000 Penalty: 4894.304688
	Iteration 81Q: 3 clusters Score -1913668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1913667.875000 Penalty: 4894.304688
	Iteration 82Q: 3 clusters Score -1913668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1913667.250000 Penalty: 4894.304688
	Iteration 83Q: 3 clusters Score -1913667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1913667.250000 Penalty: 4894.304688
	Iteration 84F: 3 clusters Score -1913667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -468444.312500 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -468444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -463439.031250 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -463439 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -464977.281250 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -464977.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -465496.250000 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -465496.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -465882.531250 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -465882.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -466163.281250 Penalty: 4297.630859
	Iteration 4F: 3 clusters Score -466163.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -466386.000000 Penalty: 4297.630859
	Iteration 5Q: 3 clusters Score -466386 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -466558.375000 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -466558.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -466738.437500 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -466738.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -466921.125000 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -466921.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -467067.562500 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -467067.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -467185.031250 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -467185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -467297.593750 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -467297.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -467408.031250 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -467408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -467486.125000 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -467486.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -467559.968750 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -467560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -467600.187500 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -467600.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -467630.875000 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -467630.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -467657.000000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -467657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -467673.156250 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -467673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -467690.656250 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -467690.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -467706.843750 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -467706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -467712.843750 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -467712.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -467717.781250 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -467717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -467720.812500 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -467720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -467725.406250 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -467725.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -467728.250000 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -467728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -467731.937500 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -467731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -467733.500000 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -467733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -467735.687500 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -467735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -467736.250000 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -467736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -467737.187500 Penalty: 4297.630859
	Iteration 30Q: 3 clusters Score -467737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -467737.062500 Penalty: 4297.630859
	Iteration 31Q: 3 clusters Score -467737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -467737.906250 Penalty: 4297.630859
	Iteration 32Q: 3 clusters Score -467737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -467737.781250 Penalty: 4297.630859
	Iteration 33Q: 3 clusters Score -467737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -467737.781250 Penalty: 4297.630859
	Iteration 34F: 3 clusters Score -467737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Entering Unmasked Estep 
Score: -5657962.000000 Penalty: 2724.625732
	Iteration 0F: 2 clusters Score -5657962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -5618192.000000 Penalty: 5449.251465
	Iteration 0F: 3 clusters Score -5618192 nChanged 27498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -5633492.000000 Penalty: 5449.251465
	Iteration 1F: 3 clusters Score -5633492 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -5634115.000000 Penalty: 5449.251465
	Iteration 2Q: 3 clusters Score -5634115 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5634713.500000 Penalty: 5449.251465
	Iteration 3Q: 3 clusters Score -5634714 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5635422.500000 Penalty: 5449.251465
	Iteration 4Q: 3 clusters Score -5635422 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -5636131.000000 Penalty: 5449.251465
	Iteration 5Q: 3 clusters Score -5636131 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -5637133.500000 Penalty: 5449.251465
	Iteration 6Q: 3 clusters Score -5637134 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5638350.000000 Penalty: 5449.251465
	Iteration 7Q: 3 clusters Score -5638350 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -5640035.500000 Penalty: 5449.251465
	Iteration 8Q: 3 clusters Score -5640036 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5642315.000000 Penalty: 5449.251465
	Iteration 9F: 3 clusters Score -5642315 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5644970.500000 Penalty: 5449.251465
	Iteration 10F: 3 clusters Score -5644970 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -5647668.000000 Penalty: 5449.251465
	Iteration 11F: 3 clusters Score -5647668 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -5650013.000000 Penalty: 5449.251465
	Iteration 12Q: 3 clusters Score -5650013 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -5651892.500000 Penalty: 5449.251465
	Iteration 13Q: 3 clusters Score -5651892 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -5653346.500000 Penalty: 5449.251465
	Iteration 14Q: 3 clusters Score -5653346 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -5654427.000000 Penalty: 5449.251465
	Iteration 15Q: 3 clusters Score -5654427 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -5654976.000000 Penalty: 5449.251465
	Iteration 16Q: 3 clusters Score -5654976 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -5655295.500000 Penalty: 5449.251465
	Iteration 17Q: 3 clusters Score -5655296 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -5655510.500000 Penalty: 5449.251465
	Iteration 18Q: 3 clusters Score -5655510 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -5655672.500000 Penalty: 5449.251465
	Iteration 19Q: 3 clusters Score -5655672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -5655756.500000 Penalty: 5449.251465
	Iteration 20F: 3 clusters Score -5655756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -5655805.000000 Penalty: 5449.251465
	Iteration 21Q: 3 clusters Score -5655805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -5655838.000000 Penalty: 5449.251465
	Iteration 22Q: 3 clusters Score -5655838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -5655859.000000 Penalty: 5449.251465
	Iteration 23Q: 3 clusters Score -5655859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -5655895.500000 Penalty: 5449.251465
	Iteration 24Q: 3 clusters Score -5655896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -5655902.500000 Penalty: 5449.251465
	Iteration 25Q: 3 clusters Score -5655902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -5655924.000000 Penalty: 5449.251465
	Iteration 26Q: 3 clusters Score -5655924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -5655939.500000 Penalty: 5449.251465
	Iteration 27Q: 3 clusters Score -5655940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -5655961.000000 Penalty: 5449.251465
	Iteration 28Q: 3 clusters Score -5655961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -5655964.000000 Penalty: 5449.251465
	Iteration 29Q: 3 clusters Score -5655964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -5655969.500000 Penalty: 5449.251465
	Iteration 30Q: 3 clusters Score -5655970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -5655975.000000 Penalty: 5449.251465
	Iteration 31Q: 3 clusters Score -5655975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -5655988.000000 Penalty: 5449.251465
	Iteration 32Q: 3 clusters Score -5655988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -5655994.000000 Penalty: 5449.251465
	Iteration 33Q: 3 clusters Score -5655994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -5655999.500000 Penalty: 5449.251465
	Iteration 34Q: 3 clusters Score -5656000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -5656001.500000 Penalty: 5449.251465
	Iteration 35Q: 3 clusters Score -5656002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -5656001.000000 Penalty: 5449.251465
	Iteration 36Q: 3 clusters Score -5656001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -5655993.000000 Penalty: 5449.251465
	Iteration 37Q: 3 clusters Score -5655993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -5656002.000000 Penalty: 5449.251465
	Iteration 38Q: 3 clusters Score -5656002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -5656008.500000 Penalty: 5449.251465
	Iteration 39Q: 3 clusters Score -5656008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -5656014.000000 Penalty: 5449.251465
	Iteration 40F: 3 clusters Score -5656014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -5656020.000000 Penalty: 5449.251465
	Iteration 41Q: 3 clusters Score -5656020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -5656020.000000 Penalty: 5449.251465
	Iteration 42Q: 3 clusters Score -5656020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -5656021.500000 Penalty: 5449.251465
	Iteration 43Q: 3 clusters Score -5656022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -5656024.500000 Penalty: 5449.251465
	Iteration 44Q: 3 clusters Score -5656024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -5656029.500000 Penalty: 5449.251465
	Iteration 45Q: 3 clusters Score -5656030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -5656022.500000 Penalty: 5449.251465
	Iteration 46Q: 3 clusters Score -5656022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -5656025.000000 Penalty: 5449.251465
	Iteration 47Q: 3 clusters Score -5656025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -5656023.000000 Penalty: 5449.251465
	Iteration 48Q: 3 clusters Score -5656023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -5656027.500000 Penalty: 5449.251465
	Iteration 49Q: 3 clusters Score -5656028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -5656030.500000 Penalty: 5449.251465
	Iteration 50Q: 3 clusters Score -5656030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -5656029.000000 Penalty: 5449.251465
	Iteration 51Q: 3 clusters Score -5656029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -5656032.500000 Penalty: 5449.251465
	Iteration 52Q: 3 clusters Score -5656032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -5656029.000000 Penalty: 5449.251465
	Iteration 53Q: 3 clusters Score -5656029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -5656029.000000 Penalty: 5449.251465
	Iteration 54F: 3 clusters Score -5656029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Entering Unmasked Estep 
Score: -8299844.000000 Penalty: 2839.994873
	Iteration 0F: 2 clusters Score -8299844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -8236749.000000 Penalty: 5679.989746
	Iteration 0F: 3 clusters Score -8236749 nChanged 44441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8263299.500000 Penalty: 5679.989746
	Iteration 1F: 3 clusters Score -8263300 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -8265364.500000 Penalty: 5679.989746
	Iteration 2Q: 3 clusters Score -8265364 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8267913.500000 Penalty: 5679.989746
	Iteration 3F: 3 clusters Score -8267914 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8270960.000000 Penalty: 5679.989746
	Iteration 4F: 3 clusters Score -8270960 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -8274527.000000 Penalty: 5679.989746
	Iteration 5F: 3 clusters Score -8274527 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -8278290.000000 Penalty: 5679.989746
	Iteration 6F: 3 clusters Score -8278290 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -8281722.000000 Penalty: 5679.989746
	Iteration 7F: 3 clusters Score -8281722 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -8284440.000000 Penalty: 5679.989746
	Iteration 8Q: 3 clusters Score -8284440 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -8286363.500000 Penalty: 5679.989746
	Iteration 9Q: 3 clusters Score -8286364 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -8287401.500000 Penalty: 5679.989746
	Iteration 10Q: 3 clusters Score -8287402 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -8287926.000000 Penalty: 5679.989746
	Iteration 11Q: 3 clusters Score -8287926 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -8288228.000000 Penalty: 5679.989746
	Iteration 12Q: 3 clusters Score -8288228 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8288518.000000 Penalty: 5679.989746
	Iteration 13Q: 3 clusters Score -8288518 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -8288785.000000 Penalty: 5679.989746
	Iteration 14Q: 3 clusters Score -8288785 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -8289083.500000 Penalty: 5679.989746
	Iteration 15Q: 3 clusters Score -8289084 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -8289297.000000 Penalty: 5679.989746
	Iteration 16Q: 3 clusters Score -8289297 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -8289539.500000 Penalty: 5679.989746
	Iteration 17Q: 3 clusters Score -8289540 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -8289811.000000 Penalty: 5679.989746
	Iteration 18Q: 3 clusters Score -8289811 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -8290161.500000 Penalty: 5679.989746
	Iteration 19Q: 3 clusters Score -8290162 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8290470.500000 Penalty: 5679.989746
	Iteration 20F: 3 clusters Score -8290470 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -8290844.500000 Penalty: 5679.989746
	Iteration 21Q: 3 clusters Score -8290844 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8291153.500000 Penalty: 5679.989746
	Iteration 22Q: 3 clusters Score -8291154 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -8291556.500000 Penalty: 5679.989746
	Iteration 23Q: 3 clusters Score -8291556 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -8291999.500000 Penalty: 5679.989746
	Iteration 24Q: 3 clusters Score -8292000 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -8292369.500000 Penalty: 5679.989746
	Iteration 25Q: 3 clusters Score -8292370 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -8292750.500000 Penalty: 5679.989746
	Iteration 26Q: 3 clusters Score -8292750 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -8293096.000000 Penalty: 5679.989746
	Iteration 27Q: 3 clusters Score -8293096 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -8293489.500000 Penalty: 5679.989746
	Iteration 28Q: 3 clusters Score -8293490 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -8293901.000000 Penalty: 5679.989746
	Iteration 29Q: 3 clusters Score -8293901 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -8294377.000000 Penalty: 5679.989746
	Iteration 30Q: 3 clusters Score -8294377 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -8294760.500000 Penalty: 5679.989746
	Iteration 31Q: 3 clusters Score -8294760 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -8295099.000000 Penalty: 5679.989746
	Iteration 32Q: 3 clusters Score -8295099 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -8295402.500000 Penalty: 5679.989746
	Iteration 33Q: 3 clusters Score -8295402 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8295780.500000 Penalty: 5679.989746
	Iteration 34Q: 3 clusters Score -8295780 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -8296030.500000 Penalty: 5679.989746
	Iteration 35Q: 3 clusters Score -8296030 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8296307.000000 Penalty: 5679.989746
	Iteration 36Q: 3 clusters Score -8296307 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -8296586.000000 Penalty: 5679.989746
	Iteration 37Q: 3 clusters Score -8296586 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8296879.500000 Penalty: 5679.989746
	Iteration 38Q: 3 clusters Score -8296880 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8297119.500000 Penalty: 5679.989746
	Iteration 39Q: 3 clusters Score -8297120 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8297340.000000 Penalty: 5679.989746
	Iteration 40F: 3 clusters Score -8297340 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8297505.000000 Penalty: 5679.989746
	Iteration 41Q: 3 clusters Score -8297505 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8297630.000000 Penalty: 5679.989746
	Iteration 42Q: 3 clusters Score -8297630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8297699.000000 Penalty: 5679.989746
	Iteration 43Q: 3 clusters Score -8297699 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8297783.500000 Penalty: 5679.989746
	Iteration 44Q: 3 clusters Score -8297784 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8297831.500000 Penalty: 5679.989746
	Iteration 45Q: 3 clusters Score -8297832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8297896.500000 Penalty: 5679.989746
	Iteration 46Q: 3 clusters Score -8297896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8297928.500000 Penalty: 5679.989746
	Iteration 47Q: 3 clusters Score -8297928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8297963.000000 Penalty: 5679.989746
	Iteration 48Q: 3 clusters Score -8297963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8297967.500000 Penalty: 5679.989746
	Iteration 49Q: 3 clusters Score -8297968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8297990.500000 Penalty: 5679.989746
	Iteration 50Q: 3 clusters Score -8297990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8297990.000000 Penalty: 5679.989746
	Iteration 51Q: 3 clusters Score -8297990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8297993.000000 Penalty: 5679.989746
	Iteration 52Q: 3 clusters Score -8297993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8297999.500000 Penalty: 5679.989746
	Iteration 53Q: 3 clusters Score -8298000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8298021.500000 Penalty: 5679.989746
	Iteration 54Q: 3 clusters Score -8298022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8298035.500000 Penalty: 5679.989746
	Iteration 55Q: 3 clusters Score -8298036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8298039.000000 Penalty: 5679.989746
	Iteration 56Q: 3 clusters Score -8298039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8298045.500000 Penalty: 5679.989746
	Iteration 57Q: 3 clusters Score -8298046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8298065.500000 Penalty: 5679.989746
	Iteration 58Q: 3 clusters Score -8298066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8298076.500000 Penalty: 5679.989746
	Iteration 59Q: 3 clusters Score -8298076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8298092.000000 Penalty: 5679.989746
	Iteration 60F: 3 clusters Score -8298092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8298077.500000 Penalty: 5679.989746
	Iteration 61Q: 3 clusters Score -8298078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8298089.500000 Penalty: 5679.989746
	Iteration 62Q: 3 clusters Score -8298090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8298084.500000 Penalty: 5679.989746
	Iteration 63Q: 3 clusters Score -8298084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8298087.000000 Penalty: 5679.989746
	Iteration 64Q: 3 clusters Score -8298087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8298100.000000 Penalty: 5679.989746
	Iteration 65Q: 3 clusters Score -8298100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8298098.500000 Penalty: 5679.989746
	Iteration 66Q: 3 clusters Score -8298098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8298104.500000 Penalty: 5679.989746
	Iteration 67Q: 3 clusters Score -8298104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8298104.500000 Penalty: 5679.989746
	Iteration 68F: 3 clusters Score -8298104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Entering Unmasked Estep 
Score: -7440557.000000 Penalty: 2787.949951
	Iteration 0F: 2 clusters Score -7440557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -7389475.500000 Penalty: 5575.899902
	Iteration 0F: 3 clusters Score -7389476 nChanged 35920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -7410260.000000 Penalty: 5575.899902
	Iteration 1F: 3 clusters Score -7410260 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7411794.000000 Penalty: 5575.899902
	Iteration 2Q: 3 clusters Score -7411794 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -7413941.500000 Penalty: 5575.899902
	Iteration 3F: 3 clusters Score -7413942 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -7416985.000000 Penalty: 5575.899902
	Iteration 4F: 3 clusters Score -7416985 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -7421166.500000 Penalty: 5575.899902
	Iteration 5F: 3 clusters Score -7421166 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -7425717.000000 Penalty: 5575.899902
	Iteration 6F: 3 clusters Score -7425717 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -7429662.500000 Penalty: 5575.899902
	Iteration 7F: 3 clusters Score -7429662 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -7432658.000000 Penalty: 5575.899902
	Iteration 8Q: 3 clusters Score -7432658 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -7434775.500000 Penalty: 5575.899902
	Iteration 9Q: 3 clusters Score -7434776 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7436188.000000 Penalty: 5575.899902
	Iteration 10Q: 3 clusters Score -7436188 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7437068.500000 Penalty: 5575.899902
	Iteration 11Q: 3 clusters Score -7437068 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7437612.500000 Penalty: 5575.899902
	Iteration 12Q: 3 clusters Score -7437612 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7437937.500000 Penalty: 5575.899902
	Iteration 13Q: 3 clusters Score -7437938 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7438161.000000 Penalty: 5575.899902
	Iteration 14Q: 3 clusters Score -7438161 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7438322.500000 Penalty: 5575.899902
	Iteration 15Q: 3 clusters Score -7438322 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7438434.500000 Penalty: 5575.899902
	Iteration 16Q: 3 clusters Score -7438434 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7438526.000000 Penalty: 5575.899902
	Iteration 17Q: 3 clusters Score -7438526 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7438570.500000 Penalty: 5575.899902
	Iteration 18Q: 3 clusters Score -7438570 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7438639.500000 Penalty: 5575.899902
	Iteration 19Q: 3 clusters Score -7438640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7438649.500000 Penalty: 5575.899902
	Iteration 20F: 3 clusters Score -7438650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7438673.000000 Penalty: 5575.899902
	Iteration 21Q: 3 clusters Score -7438673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7438691.500000 Penalty: 5575.899902
	Iteration 22Q: 3 clusters Score -7438692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7438696.000000 Penalty: 5575.899902
	Iteration 23Q: 3 clusters Score -7438696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7438710.000000 Penalty: 5575.899902
	Iteration 24Q: 3 clusters Score -7438710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7438719.500000 Penalty: 5575.899902
	Iteration 25Q: 3 clusters Score -7438720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7438723.500000 Penalty: 5575.899902
	Iteration 26Q: 3 clusters Score -7438724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7438725.500000 Penalty: 5575.899902
	Iteration 27Q: 3 clusters Score -7438726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7438735.000000 Penalty: 5575.899902
	Iteration 28Q: 3 clusters Score -7438735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7438751.000000 Penalty: 5575.899902
	Iteration 29Q: 3 clusters Score -7438751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7438744.500000 Penalty: 5575.899902
	Iteration 30Q: 3 clusters Score -7438744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7438749.000000 Penalty: 5575.899902
	Iteration 31Q: 3 clusters Score -7438749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7438745.500000 Penalty: 5575.899902
	Iteration 32Q: 3 clusters Score -7438746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7438745.000000 Penalty: 5575.899902
	Iteration 33Q: 3 clusters Score -7438745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7438757.500000 Penalty: 5575.899902
	Iteration 34Q: 3 clusters Score -7438758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7438765.500000 Penalty: 5575.899902
	Iteration 35Q: 3 clusters Score -7438766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7438765.000000 Penalty: 5575.899902
	Iteration 36Q: 3 clusters Score -7438765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7438760.000000 Penalty: 5575.899902
	Iteration 37Q: 3 clusters Score -7438760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7438772.000000 Penalty: 5575.899902
	Iteration 38Q: 3 clusters Score -7438772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7438774.500000 Penalty: 5575.899902
	Iteration 39Q: 3 clusters Score -7438774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7438778.000000 Penalty: 5575.899902
	Iteration 40F: 3 clusters Score -7438778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7438772.000000 Penalty: 5575.899902
	Iteration 41Q: 3 clusters Score -7438772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7438773.000000 Penalty: 5575.899902
	Iteration 42Q: 3 clusters Score -7438773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7438777.500000 Penalty: 5575.899902
	Iteration 43Q: 3 clusters Score -7438778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7438776.500000 Penalty: 5575.899902
	Iteration 44Q: 3 clusters Score -7438776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7438780.000000 Penalty: 5575.899902
	Iteration 45Q: 3 clusters Score -7438780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7438779.500000 Penalty: 5575.899902
	Iteration 46Q: 3 clusters Score -7438780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7438777.000000 Penalty: 5575.899902
	Iteration 47Q: 3 clusters Score -7438777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7438778.000000 Penalty: 5575.899902
	Iteration 48Q: 3 clusters Score -7438778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7438775.500000 Penalty: 5575.899902
	Iteration 49Q: 3 clusters Score -7438776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7438784.000000 Penalty: 5575.899902
	Iteration 50Q: 3 clusters Score -7438784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7438779.000000 Penalty: 5575.899902
	Iteration 51Q: 3 clusters Score -7438779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7438782.500000 Penalty: 5575.899902
	Iteration 52Q: 3 clusters Score -7438782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7438786.500000 Penalty: 5575.899902
	Iteration 53Q: 3 clusters Score -7438786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7438784.500000 Penalty: 5575.899902
	Iteration 54Q: 3 clusters Score -7438784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7438783.500000 Penalty: 5575.899902
	Iteration 55Q: 3 clusters Score -7438784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7438794.000000 Penalty: 5575.899902
	Iteration 56Q: 3 clusters Score -7438794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7438794.000000 Penalty: 5575.899902
	Iteration 57F: 3 clusters Score -7438794 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: -500808.250000 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -500808.2 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 2687 members 
Entering Unmasked Estep 
Score: -496089.812500 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -496089.8 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -497321.343750 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -497321.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -497606.031250 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -497606 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -497899.250000 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -497899.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -498210.281250 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -498210.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -498714.406250 Penalty: 4257.622559
	Iteration 5F: 3 clusters Score -498714.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -499230.718750 Penalty: 4257.622559
	Iteration 6F: 3 clusters Score -499230.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499590.843750 Penalty: 4257.622559
	Iteration 7F: 3 clusters Score -499590.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -499795.062500 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -499795.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -499974.062500 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -499974.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -500145.718750 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -500145.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -500266.781250 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -500266.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -500350.375000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -500350.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -500426.187500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -500426.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -500477.250000 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -500477.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -500524.468750 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -500524.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -500548.218750 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -500548.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -500559.781250 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -500559.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -500569.625000 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -500569.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -500575.406250 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -500575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -500578.781250 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -500578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -500582.062500 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -500582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -500583.968750 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -500584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -500585.812500 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -500585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -500586.218750 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -500586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -500586.656250 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -500586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -500586.343750 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -500586.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -500586.343750 Penalty: 4257.622559
	Iteration 27F: 3 clusters Score -500586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Entering Unmasked Estep 
Score: -2036614.000000 Penalty: 2469.378174
	Iteration 0F: 2 clusters Score -2036614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2021847.875000 Penalty: 4938.756348
	Iteration 0F: 3 clusters Score -2021848 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2026831.750000 Penalty: 4938.756348
	Iteration 1F: 3 clusters Score -2026832 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2027238.375000 Penalty: 4938.756348
	Iteration 2F: 3 clusters Score -2027238 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2027545.375000 Penalty: 4938.756348
	Iteration 3Q: 3 clusters Score -2027545 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2027793.000000 Penalty: 4938.756348
	Iteration 4Q: 3 clusters Score -2027793 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2028037.375000 Penalty: 4938.756348
	Iteration 5Q: 3 clusters Score -2028037 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2028307.750000 Penalty: 4938.756348
	Iteration 6Q: 3 clusters Score -2028308 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2028633.250000 Penalty: 4938.756348
	Iteration 7Q: 3 clusters Score -2028633 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2029056.500000 Penalty: 4938.756348
	Iteration 8Q: 3 clusters Score -2029056 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2029644.750000 Penalty: 4938.756348
	Iteration 9Q: 3 clusters Score -2029645 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2030374.625000 Penalty: 4938.756348
	Iteration 10F: 3 clusters Score -2030375 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2031224.250000 Penalty: 4938.756348
	Iteration 11F: 3 clusters Score -2031224 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2032039.500000 Penalty: 4938.756348
	Iteration 12Q: 3 clusters Score -2032040 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2032753.250000 Penalty: 4938.756348
	Iteration 13Q: 3 clusters Score -2032753 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2033316.500000 Penalty: 4938.756348
	Iteration 14Q: 3 clusters Score -2033316 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2033722.125000 Penalty: 4938.756348
	Iteration 15Q: 3 clusters Score -2033722 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2033917.125000 Penalty: 4938.756348
	Iteration 16Q: 3 clusters Score -2033917 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2034051.000000 Penalty: 4938.756348
	Iteration 17Q: 3 clusters Score -2034051 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2034157.125000 Penalty: 4938.756348
	Iteration 18Q: 3 clusters Score -2034157 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2034223.000000 Penalty: 4938.756348
	Iteration 19Q: 3 clusters Score -2034223 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2034285.750000 Penalty: 4938.756348
	Iteration 20F: 3 clusters Score -2034286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2034346.750000 Penalty: 4938.756348
	Iteration 21Q: 3 clusters Score -2034347 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2034411.375000 Penalty: 4938.756348
	Iteration 22Q: 3 clusters Score -2034411 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2034477.125000 Penalty: 4938.756348
	Iteration 23Q: 3 clusters Score -2034477 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2034536.625000 Penalty: 4938.756348
	Iteration 24Q: 3 clusters Score -2034537 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2034569.375000 Penalty: 4938.756348
	Iteration 25Q: 3 clusters Score -2034569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2034600.750000 Penalty: 4938.756348
	Iteration 26Q: 3 clusters Score -2034601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2034625.125000 Penalty: 4938.756348
	Iteration 27Q: 3 clusters Score -2034625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2034643.250000 Penalty: 4938.756348
	Iteration 28Q: 3 clusters Score -2034643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2034657.125000 Penalty: 4938.756348
	Iteration 29Q: 3 clusters Score -2034657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2034674.250000 Penalty: 4938.756348
	Iteration 30Q: 3 clusters Score -2034674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2034689.875000 Penalty: 4938.756348
	Iteration 31Q: 3 clusters Score -2034690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2034706.375000 Penalty: 4938.756348
	Iteration 32Q: 3 clusters Score -2034706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2034719.375000 Penalty: 4938.756348
	Iteration 33Q: 3 clusters Score -2034719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2034728.750000 Penalty: 4938.756348
	Iteration 34Q: 3 clusters Score -2034729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2034734.875000 Penalty: 4938.756348
	Iteration 35Q: 3 clusters Score -2034735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2034739.500000 Penalty: 4938.756348
	Iteration 36Q: 3 clusters Score -2034740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2034750.375000 Penalty: 4938.756348
	Iteration 37Q: 3 clusters Score -2034750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2034756.750000 Penalty: 4938.756348
	Iteration 38Q: 3 clusters Score -2034757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2034763.750000 Penalty: 4938.756348
	Iteration 39Q: 3 clusters Score -2034764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2034769.500000 Penalty: 4938.756348
	Iteration 40F: 3 clusters Score -2034770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2034777.625000 Penalty: 4938.756348
	Iteration 41Q: 3 clusters Score -2034778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2034778.375000 Penalty: 4938.756348
	Iteration 42Q: 3 clusters Score -2034778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2034782.625000 Penalty: 4938.756348
	Iteration 43Q: 3 clusters Score -2034783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2034788.875000 Penalty: 4938.756348
	Iteration 44Q: 3 clusters Score -2034789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2034792.250000 Penalty: 4938.756348
	Iteration 45Q: 3 clusters Score -2034792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2034797.750000 Penalty: 4938.756348
	Iteration 46Q: 3 clusters Score -2034798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2034802.250000 Penalty: 4938.756348
	Iteration 47Q: 3 clusters Score -2034802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2034804.125000 Penalty: 4938.756348
	Iteration 48Q: 3 clusters Score -2034804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2034806.750000 Penalty: 4938.756348
	Iteration 49Q: 3 clusters Score -2034807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2034806.375000 Penalty: 4938.756348
	Iteration 50Q: 3 clusters Score -2034806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2034806.250000 Penalty: 4938.756348
	Iteration 51Q: 3 clusters Score -2034806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2034806.875000 Penalty: 4938.756348
	Iteration 52Q: 3 clusters Score -2034807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2034813.875000 Penalty: 4938.756348
	Iteration 53Q: 3 clusters Score -2034814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2034812.125000 Penalty: 4938.756348
	Iteration 54Q: 3 clusters Score -2034812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2034808.750000 Penalty: 4938.756348
	Iteration 55Q: 3 clusters Score -2034809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2034813.500000 Penalty: 4938.756348
	Iteration 56Q: 3 clusters Score -2034814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2034814.000000 Penalty: 4938.756348
	Iteration 57Q: 3 clusters Score -2034814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2034815.000000 Penalty: 4938.756348
	Iteration 58Q: 3 clusters Score -2034815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2034814.250000 Penalty: 4938.756348
	Iteration 59Q: 3 clusters Score -2034814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2034818.625000 Penalty: 4938.756348
	Iteration 60F: 3 clusters Score -2034819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2034821.875000 Penalty: 4938.756348
	Iteration 61Q: 3 clusters Score -2034822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2034821.375000 Penalty: 4938.756348
	Iteration 62Q: 3 clusters Score -2034821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2034821.000000 Penalty: 4938.756348
	Iteration 63Q: 3 clusters Score -2034821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2034821.500000 Penalty: 4938.756348
	Iteration 64Q: 3 clusters Score -2034822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2034824.625000 Penalty: 4938.756348
	Iteration 65Q: 3 clusters Score -2034825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2034824.625000 Penalty: 4938.756348
	Iteration 66Q: 3 clusters Score -2034825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2034822.625000 Penalty: 4938.756348
	Iteration 67Q: 3 clusters Score -2034823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2034828.125000 Penalty: 4938.756348
	Iteration 68Q: 3 clusters Score -2034828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2034826.375000 Penalty: 4938.756348
	Iteration 69Q: 3 clusters Score -2034826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2034828.125000 Penalty: 4938.756348
	Iteration 70Q: 3 clusters Score -2034828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2034826.875000 Penalty: 4938.756348
	Iteration 71Q: 3 clusters Score -2034827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2034830.875000 Penalty: 4938.756348
	Iteration 72Q: 3 clusters Score -2034831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2034828.125000 Penalty: 4938.756348
	Iteration 73Q: 3 clusters Score -2034828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2034828.125000 Penalty: 4938.756348
	Iteration 74F: 3 clusters Score -2034828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Entering Unmasked Estep 
Score: -1810286.250000 Penalty: 2449.111084
	Iteration 0F: 2 clusters Score -1810286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1796596.375000 Penalty: 4898.222168
	Iteration 0F: 3 clusters Score -1796596 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1801410.250000 Penalty: 4898.222168
	Iteration 1F: 3 clusters Score -1801410 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1801985.875000 Penalty: 4898.222168
	Iteration 2F: 3 clusters Score -1801986 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1802516.625000 Penalty: 4898.222168
	Iteration 3F: 3 clusters Score -1802517 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1803113.375000 Penalty: 4898.222168
	Iteration 4F: 3 clusters Score -1803113 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1803761.375000 Penalty: 4898.222168
	Iteration 5F: 3 clusters Score -1803761 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1804455.375000 Penalty: 4898.222168
	Iteration 6F: 3 clusters Score -1804455 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1805126.000000 Penalty: 4898.222168
	Iteration 7F: 3 clusters Score -1805126 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1805713.625000 Penalty: 4898.222168
	Iteration 8Q: 3 clusters Score -1805714 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1806110.500000 Penalty: 4898.222168
	Iteration 9Q: 3 clusters Score -1806110 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1806373.750000 Penalty: 4898.222168
	Iteration 10Q: 3 clusters Score -1806374 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1806556.625000 Penalty: 4898.222168
	Iteration 11Q: 3 clusters Score -1806557 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1806705.875000 Penalty: 4898.222168
	Iteration 12Q: 3 clusters Score -1806706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1806814.875000 Penalty: 4898.222168
	Iteration 13Q: 3 clusters Score -1806815 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1806904.250000 Penalty: 4898.222168
	Iteration 14Q: 3 clusters Score -1806904 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1806979.250000 Penalty: 4898.222168
	Iteration 15Q: 3 clusters Score -1806979 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1807056.750000 Penalty: 4898.222168
	Iteration 16Q: 3 clusters Score -1807057 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1807141.125000 Penalty: 4898.222168
	Iteration 17Q: 3 clusters Score -1807141 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1807218.000000 Penalty: 4898.222168
	Iteration 18Q: 3 clusters Score -1807218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1807317.875000 Penalty: 4898.222168
	Iteration 19Q: 3 clusters Score -1807318 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1807421.375000 Penalty: 4898.222168
	Iteration 20F: 3 clusters Score -1807421 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1807555.250000 Penalty: 4898.222168
	Iteration 21Q: 3 clusters Score -1807555 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1807658.750000 Penalty: 4898.222168
	Iteration 22Q: 3 clusters Score -1807659 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1807752.000000 Penalty: 4898.222168
	Iteration 23Q: 3 clusters Score -1807752 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1807860.500000 Penalty: 4898.222168
	Iteration 24Q: 3 clusters Score -1807860 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1807970.375000 Penalty: 4898.222168
	Iteration 25Q: 3 clusters Score -1807970 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1808077.125000 Penalty: 4898.222168
	Iteration 26Q: 3 clusters Score -1808077 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1808189.500000 Penalty: 4898.222168
	Iteration 27Q: 3 clusters Score -1808190 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1808285.125000 Penalty: 4898.222168
	Iteration 28Q: 3 clusters Score -1808285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1808380.250000 Penalty: 4898.222168
	Iteration 29Q: 3 clusters Score -1808380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1808482.500000 Penalty: 4898.222168
	Iteration 30Q: 3 clusters Score -1808482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1808568.500000 Penalty: 4898.222168
	Iteration 31Q: 3 clusters Score -1808568 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1808670.875000 Penalty: 4898.222168
	Iteration 32Q: 3 clusters Score -1808671 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1808761.000000 Penalty: 4898.222168
	Iteration 33Q: 3 clusters Score -1808761 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1808855.125000 Penalty: 4898.222168
	Iteration 34Q: 3 clusters Score -1808855 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1808948.250000 Penalty: 4898.222168
	Iteration 35Q: 3 clusters Score -1808948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1809031.000000 Penalty: 4898.222168
	Iteration 36Q: 3 clusters Score -1809031 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1809107.625000 Penalty: 4898.222168
	Iteration 37Q: 3 clusters Score -1809108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1809177.500000 Penalty: 4898.222168
	Iteration 38Q: 3 clusters Score -1809178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1809225.125000 Penalty: 4898.222168
	Iteration 39Q: 3 clusters Score -1809225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1809273.875000 Penalty: 4898.222168
	Iteration 40F: 3 clusters Score -1809274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1809308.750000 Penalty: 4898.222168
	Iteration 41Q: 3 clusters Score -1809309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1809320.875000 Penalty: 4898.222168
	Iteration 42Q: 3 clusters Score -1809321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1809341.125000 Penalty: 4898.222168
	Iteration 43Q: 3 clusters Score -1809341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1809355.375000 Penalty: 4898.222168
	Iteration 44Q: 3 clusters Score -1809355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1809363.375000 Penalty: 4898.222168
	Iteration 45Q: 3 clusters Score -1809363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1809371.500000 Penalty: 4898.222168
	Iteration 46Q: 3 clusters Score -1809372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1809379.625000 Penalty: 4898.222168
	Iteration 47Q: 3 clusters Score -1809380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1809392.750000 Penalty: 4898.222168
	Iteration 48Q: 3 clusters Score -1809393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1809402.875000 Penalty: 4898.222168
	Iteration 49Q: 3 clusters Score -1809403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1809417.375000 Penalty: 4898.222168
	Iteration 50Q: 3 clusters Score -1809417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1809426.750000 Penalty: 4898.222168
	Iteration 51Q: 3 clusters Score -1809427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1809434.125000 Penalty: 4898.222168
	Iteration 52Q: 3 clusters Score -1809434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1809439.250000 Penalty: 4898.222168
	Iteration 53Q: 3 clusters Score -1809439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1809441.625000 Penalty: 4898.222168
	Iteration 54Q: 3 clusters Score -1809442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1809442.875000 Penalty: 4898.222168
	Iteration 55Q: 3 clusters Score -1809443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1809448.000000 Penalty: 4898.222168
	Iteration 56Q: 3 clusters Score -1809448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1809455.500000 Penalty: 4898.222168
	Iteration 57Q: 3 clusters Score -1809456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1809460.875000 Penalty: 4898.222168
	Iteration 58Q: 3 clusters Score -1809461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1809469.500000 Penalty: 4898.222168
	Iteration 59Q: 3 clusters Score -1809470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1809472.750000 Penalty: 4898.222168
	Iteration 60F: 3 clusters Score -1809473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1809471.375000 Penalty: 4898.222168
	Iteration 61Q: 3 clusters Score -1809471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1809474.625000 Penalty: 4898.222168
	Iteration 62Q: 3 clusters Score -1809475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1809477.125000 Penalty: 4898.222168
	Iteration 63Q: 3 clusters Score -1809477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1809481.750000 Penalty: 4898.222168
	Iteration 64Q: 3 clusters Score -1809482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1809490.625000 Penalty: 4898.222168
	Iteration 65Q: 3 clusters Score -1809491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1809494.625000 Penalty: 4898.222168
	Iteration 66Q: 3 clusters Score -1809495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1809504.625000 Penalty: 4898.222168
	Iteration 67Q: 3 clusters Score -1809505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1809504.625000 Penalty: 4898.222168
	Iteration 68Q: 3 clusters Score -1809505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1809507.500000 Penalty: 4898.222168
	Iteration 69Q: 3 clusters Score -1809508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1809509.000000 Penalty: 4898.222168
	Iteration 70Q: 3 clusters Score -1809509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1809506.375000 Penalty: 4898.222168
	Iteration 71Q: 3 clusters Score -1809506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1809506.000000 Penalty: 4898.222168
	Iteration 72Q: 3 clusters Score -1809506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1809502.500000 Penalty: 4898.222168
	Iteration 73Q: 3 clusters Score -1809502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1809505.625000 Penalty: 4898.222168
	Iteration 74Q: 3 clusters Score -1809506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1809505.625000 Penalty: 4898.222168
	Iteration 75F: 3 clusters Score -1809506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Entering Unmasked Estep 
Score: -1701620.250000 Penalty: 2414.341064
	Iteration 0F: 2 clusters Score -1701620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1689392.500000 Penalty: 4828.682129
	Iteration 0F: 3 clusters Score -1689392 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1693475.750000 Penalty: 4828.682129
	Iteration 1F: 3 clusters Score -1693476 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1693957.000000 Penalty: 4828.682129
	Iteration 2F: 3 clusters Score -1693957 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1694434.000000 Penalty: 4828.682129
	Iteration 3F: 3 clusters Score -1694434 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1694914.125000 Penalty: 4828.682129
	Iteration 4F: 3 clusters Score -1694914 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1695493.375000 Penalty: 4828.682129
	Iteration 5F: 3 clusters Score -1695493 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1696154.250000 Penalty: 4828.682129
	Iteration 6F: 3 clusters Score -1696154 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1696877.625000 Penalty: 4828.682129
	Iteration 7Q: 3 clusters Score -1696878 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1697538.500000 Penalty: 4828.682129
	Iteration 8Q: 3 clusters Score -1697538 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1698102.500000 Penalty: 4828.682129
	Iteration 9Q: 3 clusters Score -1698102 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1698562.750000 Penalty: 4828.682129
	Iteration 10Q: 3 clusters Score -1698563 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1698914.000000 Penalty: 4828.682129
	Iteration 11Q: 3 clusters Score -1698914 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1699139.750000 Penalty: 4828.682129
	Iteration 12Q: 3 clusters Score -1699140 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1699276.375000 Penalty: 4828.682129
	Iteration 13Q: 3 clusters Score -1699276 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1699348.750000 Penalty: 4828.682129
	Iteration 14Q: 3 clusters Score -1699349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1699400.375000 Penalty: 4828.682129
	Iteration 15Q: 3 clusters Score -1699400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1699443.000000 Penalty: 4828.682129
	Iteration 16Q: 3 clusters Score -1699443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1699470.875000 Penalty: 4828.682129
	Iteration 17Q: 3 clusters Score -1699471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1699487.375000 Penalty: 4828.682129
	Iteration 18Q: 3 clusters Score -1699487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1699506.250000 Penalty: 4828.682129
	Iteration 19Q: 3 clusters Score -1699506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1699518.750000 Penalty: 4828.682129
	Iteration 20F: 3 clusters Score -1699519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1699534.375000 Penalty: 4828.682129
	Iteration 21Q: 3 clusters Score -1699534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1699555.125000 Penalty: 4828.682129
	Iteration 22Q: 3 clusters Score -1699555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1699573.875000 Penalty: 4828.682129
	Iteration 23Q: 3 clusters Score -1699574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1699587.625000 Penalty: 4828.682129
	Iteration 24Q: 3 clusters Score -1699588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1699598.125000 Penalty: 4828.682129
	Iteration 25Q: 3 clusters Score -1699598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1699607.250000 Penalty: 4828.682129
	Iteration 26Q: 3 clusters Score -1699607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1699622.750000 Penalty: 4828.682129
	Iteration 27Q: 3 clusters Score -1699623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1699640.750000 Penalty: 4828.682129
	Iteration 28Q: 3 clusters Score -1699641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1699656.375000 Penalty: 4828.682129
	Iteration 29Q: 3 clusters Score -1699656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1699662.500000 Penalty: 4828.682129
	Iteration 30Q: 3 clusters Score -1699662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1699670.750000 Penalty: 4828.682129
	Iteration 31Q: 3 clusters Score -1699671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1699679.750000 Penalty: 4828.682129
	Iteration 32Q: 3 clusters Score -1699680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1699686.875000 Penalty: 4828.682129
	Iteration 33Q: 3 clusters Score -1699687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1699689.750000 Penalty: 4828.682129
	Iteration 34Q: 3 clusters Score -1699690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1699694.750000 Penalty: 4828.682129
	Iteration 35Q: 3 clusters Score -1699695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1699698.750000 Penalty: 4828.682129
	Iteration 36Q: 3 clusters Score -1699699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1699700.375000 Penalty: 4828.682129
	Iteration 37Q: 3 clusters Score -1699700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1699701.750000 Penalty: 4828.682129
	Iteration 38Q: 3 clusters Score -1699702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1699703.625000 Penalty: 4828.682129
	Iteration 39Q: 3 clusters Score -1699704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1699706.125000 Penalty: 4828.682129
	Iteration 40F: 3 clusters Score -1699706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1699707.500000 Penalty: 4828.682129
	Iteration 41Q: 3 clusters Score -1699708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1699708.000000 Penalty: 4828.682129
	Iteration 42Q: 3 clusters Score -1699708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1699711.000000 Penalty: 4828.682129
	Iteration 43Q: 3 clusters Score -1699711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1699711.000000 Penalty: 4828.682129
	Iteration 44F: 3 clusters Score -1699711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -879724.875000 Penalty: 2264.856934
	Iteration 0F: 2 clusters Score -879724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -872457.750000 Penalty: 4529.713867
	Iteration 0F: 3 clusters Score -872457.8 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -874682.750000 Penalty: 4529.713867
	Iteration 1F: 3 clusters Score -874682.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -875438.937500 Penalty: 4529.713867
	Iteration 2F: 3 clusters Score -875438.9 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -876449.250000 Penalty: 4529.713867
	Iteration 3F: 3 clusters Score -876449.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -877457.812500 Penalty: 4529.713867
	Iteration 4F: 3 clusters Score -877457.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -877990.625000 Penalty: 4529.713867
	Iteration 5F: 3 clusters Score -877990.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -878293.000000 Penalty: 4529.713867
	Iteration 6Q: 3 clusters Score -878293 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -878514.125000 Penalty: 4529.713867
	Iteration 7Q: 3 clusters Score -878514.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -878666.625000 Penalty: 4529.713867
	Iteration 8Q: 3 clusters Score -878666.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -878745.562500 Penalty: 4529.713867
	Iteration 9Q: 3 clusters Score -878745.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -878786.500000 Penalty: 4529.713867
	Iteration 10Q: 3 clusters Score -878786.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -878811.125000 Penalty: 4529.713867
	Iteration 11Q: 3 clusters Score -878811.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -878829.312500 Penalty: 4529.713867
	Iteration 12Q: 3 clusters Score -878829.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -878848.000000 Penalty: 4529.713867
	Iteration 13Q: 3 clusters Score -878848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -878853.000000 Penalty: 4529.713867
	Iteration 14Q: 3 clusters Score -878853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -878858.187500 Penalty: 4529.713867
	Iteration 15Q: 3 clusters Score -878858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -878864.687500 Penalty: 4529.713867
	Iteration 16Q: 3 clusters Score -878864.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -878874.500000 Penalty: 4529.713867
	Iteration 17Q: 3 clusters Score -878874.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -878880.250000 Penalty: 4529.713867
	Iteration 18Q: 3 clusters Score -878880.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -878887.687500 Penalty: 4529.713867
	Iteration 19Q: 3 clusters Score -878887.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -878890.750000 Penalty: 4529.713867
	Iteration 20F: 3 clusters Score -878890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -878896.312500 Penalty: 4529.713867
	Iteration 21Q: 3 clusters Score -878896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -878898.125000 Penalty: 4529.713867
	Iteration 22Q: 3 clusters Score -878898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -878902.500000 Penalty: 4529.713867
	Iteration 23Q: 3 clusters Score -878902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -878903.375000 Penalty: 4529.713867
	Iteration 24Q: 3 clusters Score -878903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -878905.125000 Penalty: 4529.713867
	Iteration 25Q: 3 clusters Score -878905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -878909.625000 Penalty: 4529.713867
	Iteration 26Q: 3 clusters Score -878909.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -878913.625000 Penalty: 4529.713867
	Iteration 27Q: 3 clusters Score -878913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -878920.250000 Penalty: 4529.713867
	Iteration 28Q: 3 clusters Score -878920.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -878924.250000 Penalty: 4529.713867
	Iteration 29Q: 3 clusters Score -878924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -878935.062500 Penalty: 4529.713867
	Iteration 30Q: 3 clusters Score -878935.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -878944.500000 Penalty: 4529.713867
	Iteration 31Q: 3 clusters Score -878944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -878954.750000 Penalty: 4529.713867
	Iteration 32Q: 3 clusters Score -878954.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -878967.062500 Penalty: 4529.713867
	Iteration 33Q: 3 clusters Score -878967.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -878977.812500 Penalty: 4529.713867
	Iteration 34Q: 3 clusters Score -878977.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -878984.687500 Penalty: 4529.713867
	Iteration 35Q: 3 clusters Score -878984.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -878994.437500 Penalty: 4529.713867
	Iteration 36Q: 3 clusters Score -878994.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -879004.500000 Penalty: 4529.713867
	Iteration 37Q: 3 clusters Score -879004.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -879013.562500 Penalty: 4529.713867
	Iteration 38Q: 3 clusters Score -879013.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -879025.812500 Penalty: 4529.713867
	Iteration 39Q: 3 clusters Score -879025.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -879047.875000 Penalty: 4529.713867
	Iteration 40F: 3 clusters Score -879047.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -879072.250000 Penalty: 4529.713867
	Iteration 41Q: 3 clusters Score -879072.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -879113.125000 Penalty: 4529.713867
	Iteration 42Q: 3 clusters Score -879113.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -879175.250000 Penalty: 4529.713867
	Iteration 43Q: 3 clusters Score -879175.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -879235.875000 Penalty: 4529.713867
	Iteration 44Q: 3 clusters Score -879235.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -879287.312500 Penalty: 4529.713867
	Iteration 45Q: 3 clusters Score -879287.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -879337.625000 Penalty: 4529.713867
	Iteration 46Q: 3 clusters Score -879337.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -879391.750000 Penalty: 4529.713867
	Iteration 47Q: 3 clusters Score -879391.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -879437.937500 Penalty: 4529.713867
	Iteration 48Q: 3 clusters Score -879437.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -879476.437500 Penalty: 4529.713867
	Iteration 49Q: 3 clusters Score -879476.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -879516.500000 Penalty: 4529.713867
	Iteration 50Q: 3 clusters Score -879516.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -879554.812500 Penalty: 4529.713867
	Iteration 51Q: 3 clusters Score -879554.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -879592.625000 Penalty: 4529.713867
	Iteration 52Q: 3 clusters Score -879592.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -879628.500000 Penalty: 4529.713867
	Iteration 53Q: 3 clusters Score -879628.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -879650.937500 Penalty: 4529.713867
	Iteration 54Q: 3 clusters Score -879650.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -879668.062500 Penalty: 4529.713867
	Iteration 55Q: 3 clusters Score -879668.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -879687.500000 Penalty: 4529.713867
	Iteration 56Q: 3 clusters Score -879687.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -879700.812500 Penalty: 4529.713867
	Iteration 57Q: 3 clusters Score -879700.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -879709.875000 Penalty: 4529.713867
	Iteration 58Q: 3 clusters Score -879709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -879712.187500 Penalty: 4529.713867
	Iteration 59Q: 3 clusters Score -879712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -879718.625000 Penalty: 4529.713867
	Iteration 60F: 3 clusters Score -879718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -879720.562500 Penalty: 4529.713867
	Iteration 61Q: 3 clusters Score -879720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -879723.062500 Penalty: 4529.713867
	Iteration 62Q: 3 clusters Score -879723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -879723.375000 Penalty: 4529.713867
	Iteration 63Q: 3 clusters Score -879723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -879726.062500 Penalty: 4529.713867
	Iteration 64Q: 3 clusters Score -879726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -879730.812500 Penalty: 4529.713867
	Iteration 65Q: 3 clusters Score -879730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -879733.062500 Penalty: 4529.713867
	Iteration 66Q: 3 clusters Score -879733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -879735.125000 Penalty: 4529.713867
	Iteration 67Q: 3 clusters Score -879735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -879736.125000 Penalty: 4529.713867
	Iteration 68Q: 3 clusters Score -879736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -879738.250000 Penalty: 4529.713867
	Iteration 69Q: 3 clusters Score -879738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -879737.375000 Penalty: 4529.713867
	Iteration 70Q: 3 clusters Score -879737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -879737.375000 Penalty: 4529.713867
	Iteration 71F: 3 clusters Score -879737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 160871 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 37028 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 19294 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 59065 members 
Mstep: Class 22 contains 94051 members 
Mstep: Class 23 contains 76247 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 21103 members 
Mstep: Class 26 contains 19447 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 7188 members 
Mstep: Class 35 contains 21253 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9187 members 
Mstep: Class 38 contains 37470 members 
Mstep: Class 39 contains 92038 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 12820 members 
Mstep: Class 44 contains 5182 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10703 members 
Mstep: Class 47 contains 3239 members 
Mstep: Class 48 contains 14981 members 
Mstep: Class 49 contains 2471 members 
Mstep: Class 50 contains 14026 members 
Mstep: Class 51 contains 3235 members 
Mstep: Class 52 contains 7352 members 
Entering Unmasked Estep 
Score: -84117168.000000 Penalty: 176969.156250
Splitting cluster 28 changes total score from -84115896.000000 to -84117168.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 29 (10488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Entering Unmasked Estep 
Score: -1062042.500000 Penalty: 2295.980713
	Iteration 0F: 2 clusters Score -1062042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1054062.125000 Penalty: 4591.961426
	Iteration 0F: 3 clusters Score -1054062 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1056443.125000 Penalty: 4591.961426
	Iteration 1F: 3 clusters Score -1056443 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1056709.000000 Penalty: 4591.961426
	Iteration 2F: 3 clusters Score -1056709 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1056904.000000 Penalty: 4591.961426
	Iteration 3Q: 3 clusters Score -1056904 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1057069.000000 Penalty: 4591.961426
	Iteration 4Q: 3 clusters Score -1057069 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1057212.250000 Penalty: 4591.961426
	Iteration 5Q: 3 clusters Score -1057212 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1057330.500000 Penalty: 4591.961426
	Iteration 6Q: 3 clusters Score -1057330 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1057418.375000 Penalty: 4591.961426
	Iteration 7Q: 3 clusters Score -1057418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1057482.500000 Penalty: 4591.961426
	Iteration 8Q: 3 clusters Score -1057482 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1057545.750000 Penalty: 4591.961426
	Iteration 9Q: 3 clusters Score -1057546 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1057592.875000 Penalty: 4591.961426
	Iteration 10Q: 3 clusters Score -1057593 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1057626.250000 Penalty: 4591.961426
	Iteration 11Q: 3 clusters Score -1057626 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1057666.375000 Penalty: 4591.961426
	Iteration 12Q: 3 clusters Score -1057666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1057695.375000 Penalty: 4591.961426
	Iteration 13Q: 3 clusters Score -1057695 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1057725.375000 Penalty: 4591.961426
	Iteration 14Q: 3 clusters Score -1057725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1057746.375000 Penalty: 4591.961426
	Iteration 15Q: 3 clusters Score -1057746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1057775.125000 Penalty: 4591.961426
	Iteration 16Q: 3 clusters Score -1057775 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1057800.000000 Penalty: 4591.961426
	Iteration 17Q: 3 clusters Score -1057800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1057822.250000 Penalty: 4591.961426
	Iteration 18Q: 3 clusters Score -1057822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1057844.125000 Penalty: 4591.961426
	Iteration 19Q: 3 clusters Score -1057844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1057865.625000 Penalty: 4591.961426
	Iteration 20F: 3 clusters Score -1057866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1057893.750000 Penalty: 4591.961426
	Iteration 21Q: 3 clusters Score -1057894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1057915.375000 Penalty: 4591.961426
	Iteration 22Q: 3 clusters Score -1057915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1057934.000000 Penalty: 4591.961426
	Iteration 23Q: 3 clusters Score -1057934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1057955.375000 Penalty: 4591.961426
	Iteration 24Q: 3 clusters Score -1057955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1057970.750000 Penalty: 4591.961426
	Iteration 25Q: 3 clusters Score -1057971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1057986.000000 Penalty: 4591.961426
	Iteration 26Q: 3 clusters Score -1057986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1058001.125000 Penalty: 4591.961426
	Iteration 27Q: 3 clusters Score -1058001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1058016.000000 Penalty: 4591.961426
	Iteration 28Q: 3 clusters Score -1058016 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1058039.500000 Penalty: 4591.961426
	Iteration 29Q: 3 clusters Score -1058040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1058065.375000 Penalty: 4591.961426
	Iteration 30Q: 3 clusters Score -1058065 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1058089.125000 Penalty: 4591.961426
	Iteration 31Q: 3 clusters Score -1058089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1058116.125000 Penalty: 4591.961426
	Iteration 32Q: 3 clusters Score -1058116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1058141.500000 Penalty: 4591.961426
	Iteration 33Q: 3 clusters Score -1058142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1058168.000000 Penalty: 4591.961426
	Iteration 34Q: 3 clusters Score -1058168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1058191.750000 Penalty: 4591.961426
	Iteration 35Q: 3 clusters Score -1058192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1058210.500000 Penalty: 4591.961426
	Iteration 36Q: 3 clusters Score -1058210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1058231.500000 Penalty: 4591.961426
	Iteration 37Q: 3 clusters Score -1058232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1058259.625000 Penalty: 4591.961426
	Iteration 38Q: 3 clusters Score -1058260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1058285.750000 Penalty: 4591.961426
	Iteration 39Q: 3 clusters Score -1058286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1058314.625000 Penalty: 4591.961426
	Iteration 40F: 3 clusters Score -1058315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1058357.625000 Penalty: 4591.961426
	Iteration 41Q: 3 clusters Score -1058358 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1058404.500000 Penalty: 4591.961426
	Iteration 42Q: 3 clusters Score -1058404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1058451.500000 Penalty: 4591.961426
	Iteration 43Q: 3 clusters Score -1058452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1058493.750000 Penalty: 4591.961426
	Iteration 44Q: 3 clusters Score -1058494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1058540.625000 Penalty: 4591.961426
	Iteration 45Q: 3 clusters Score -1058541 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1058592.875000 Penalty: 4591.961426
	Iteration 46Q: 3 clusters Score -1058593 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1058651.375000 Penalty: 4591.961426
	Iteration 47Q: 3 clusters Score -1058651 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1058693.000000 Penalty: 4591.961426
	Iteration 48Q: 3 clusters Score -1058693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1058731.625000 Penalty: 4591.961426
	Iteration 49Q: 3 clusters Score -1058732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1058763.625000 Penalty: 4591.961426
	Iteration 50Q: 3 clusters Score -1058764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1058803.750000 Penalty: 4591.961426
	Iteration 51Q: 3 clusters Score -1058804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1058836.750000 Penalty: 4591.961426
	Iteration 52Q: 3 clusters Score -1058837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1058869.125000 Penalty: 4591.961426
	Iteration 53Q: 3 clusters Score -1058869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1058896.625000 Penalty: 4591.961426
	Iteration 54Q: 3 clusters Score -1058897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1058922.125000 Penalty: 4591.961426
	Iteration 55Q: 3 clusters Score -1058922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1058947.875000 Penalty: 4591.961426
	Iteration 56Q: 3 clusters Score -1058948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1058970.625000 Penalty: 4591.961426
	Iteration 57Q: 3 clusters Score -1058971 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1058994.500000 Penalty: 4591.961426
	Iteration 58Q: 3 clusters Score -1058994 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1059020.625000 Penalty: 4591.961426
	Iteration 59Q: 3 clusters Score -1059021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1059045.750000 Penalty: 4591.961426
	Iteration 60F: 3 clusters Score -1059046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1059083.000000 Penalty: 4591.961426
	Iteration 61Q: 3 clusters Score -1059083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1059113.625000 Penalty: 4591.961426
	Iteration 62Q: 3 clusters Score -1059114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1059143.125000 Penalty: 4591.961426
	Iteration 63Q: 3 clusters Score -1059143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1059180.875000 Penalty: 4591.961426
	Iteration 64Q: 3 clusters Score -1059181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1059210.500000 Penalty: 4591.961426
	Iteration 65Q: 3 clusters Score -1059210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1059232.375000 Penalty: 4591.961426
	Iteration 66Q: 3 clusters Score -1059232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1059266.750000 Penalty: 4591.961426
	Iteration 67Q: 3 clusters Score -1059267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1059304.500000 Penalty: 4591.961426
	Iteration 68Q: 3 clusters Score -1059304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1059343.500000 Penalty: 4591.961426
	Iteration 69Q: 3 clusters Score -1059344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1059385.000000 Penalty: 4591.961426
	Iteration 70Q: 3 clusters Score -1059385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1059429.000000 Penalty: 4591.961426
	Iteration 71Q: 3 clusters Score -1059429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1059461.000000 Penalty: 4591.961426
	Iteration 72Q: 3 clusters Score -1059461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1059485.875000 Penalty: 4591.961426
	Iteration 73Q: 3 clusters Score -1059486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1059522.000000 Penalty: 4591.961426
	Iteration 74Q: 3 clusters Score -1059522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1059558.125000 Penalty: 4591.961426
	Iteration 75Q: 3 clusters Score -1059558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1059599.375000 Penalty: 4591.961426
	Iteration 76Q: 3 clusters Score -1059599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1059636.875000 Penalty: 4591.961426
	Iteration 77Q: 3 clusters Score -1059637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1059684.250000 Penalty: 4591.961426
	Iteration 78Q: 3 clusters Score -1059684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1059725.375000 Penalty: 4591.961426
	Iteration 79Q: 3 clusters Score -1059725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1059763.000000 Penalty: 4591.961426
	Iteration 80F: 3 clusters Score -1059763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1059806.625000 Penalty: 4591.961426
	Iteration 81Q: 3 clusters Score -1059807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1059841.750000 Penalty: 4591.961426
	Iteration 82Q: 3 clusters Score -1059842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1059862.875000 Penalty: 4591.961426
	Iteration 83Q: 3 clusters Score -1059863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1059878.750000 Penalty: 4591.961426
	Iteration 84Q: 3 clusters Score -1059879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1059886.250000 Penalty: 4591.961426
	Iteration 85Q: 3 clusters Score -1059886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1059899.125000 Penalty: 4591.961426
	Iteration 86Q: 3 clusters Score -1059899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1059906.000000 Penalty: 4591.961426
	Iteration 87Q: 3 clusters Score -1059906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1059917.750000 Penalty: 4591.961426
	Iteration 88Q: 3 clusters Score -1059918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1059926.625000 Penalty: 4591.961426
	Iteration 89Q: 3 clusters Score -1059927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1059932.875000 Penalty: 4591.961426
	Iteration 90Q: 3 clusters Score -1059933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1059936.875000 Penalty: 4591.961426
	Iteration 91Q: 3 clusters Score -1059937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1059940.000000 Penalty: 4591.961426
	Iteration 92Q: 3 clusters Score -1059940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1059943.500000 Penalty: 4591.961426
	Iteration 93Q: 3 clusters Score -1059944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1059945.125000 Penalty: 4591.961426
	Iteration 94Q: 3 clusters Score -1059945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1059946.000000 Penalty: 4591.961426
	Iteration 95Q: 3 clusters Score -1059946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1059951.375000 Penalty: 4591.961426
	Iteration 96Q: 3 clusters Score -1059951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1059951.500000 Penalty: 4591.961426
	Iteration 97Q: 3 clusters Score -1059952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1059957.500000 Penalty: 4591.961426
	Iteration 98Q: 3 clusters Score -1059958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1059959.000000 Penalty: 4591.961426
	Iteration 99Q: 3 clusters Score -1059959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1059961.125000 Penalty: 4591.961426
	Iteration 100F: 3 clusters Score -1059961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1059963.000000 Penalty: 4591.961426
	Iteration 101Q: 3 clusters Score -1059963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1059963.500000 Penalty: 4591.961426
	Iteration 102Q: 3 clusters Score -1059964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1059971.375000 Penalty: 4591.961426
	Iteration 103Q: 3 clusters Score -1059971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1059973.625000 Penalty: 4591.961426
	Iteration 104Q: 3 clusters Score -1059974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1059976.500000 Penalty: 4591.961426
	Iteration 105Q: 3 clusters Score -1059976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1059983.375000 Penalty: 4591.961426
	Iteration 106Q: 3 clusters Score -1059983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1059985.125000 Penalty: 4591.961426
	Iteration 107Q: 3 clusters Score -1059985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1059988.750000 Penalty: 4591.961426
	Iteration 108Q: 3 clusters Score -1059989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1059989.875000 Penalty: 4591.961426
	Iteration 109Q: 3 clusters Score -1059990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1059993.500000 Penalty: 4591.961426
	Iteration 110Q: 3 clusters Score -1059994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1059995.375000 Penalty: 4591.961426
	Iteration 111Q: 3 clusters Score -1059995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1059995.375000 Penalty: 4591.961426
	Iteration 112Q: 3 clusters Score -1059995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1059996.000000 Penalty: 4591.961426
	Iteration 113Q: 3 clusters Score -1059996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1059996.000000 Penalty: 4591.961426
	Iteration 114F: 3 clusters Score -1059996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Entering Unmasked Estep 
Score: -3151518.250000 Penalty: 2577.764648
	Iteration 0F: 2 clusters Score -3151518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3129304.250000 Penalty: 5155.529297
	Iteration 0F: 3 clusters Score -3129304 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3137128.000000 Penalty: 5155.529297
	Iteration 1F: 3 clusters Score -3137128 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3137554.250000 Penalty: 5155.529297
	Iteration 2Q: 3 clusters Score -3137554 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3137965.250000 Penalty: 5155.529297
	Iteration 3Q: 3 clusters Score -3137965 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3138410.750000 Penalty: 5155.529297
	Iteration 4Q: 3 clusters Score -3138411 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3138879.000000 Penalty: 5155.529297
	Iteration 5Q: 3 clusters Score -3138879 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3139422.750000 Penalty: 5155.529297
	Iteration 6Q: 3 clusters Score -3139423 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3140099.750000 Penalty: 5155.529297
	Iteration 7Q: 3 clusters Score -3140100 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3140930.000000 Penalty: 5155.529297
	Iteration 8Q: 3 clusters Score -3140930 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3141935.250000 Penalty: 5155.529297
	Iteration 9F: 3 clusters Score -3141935 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3143048.500000 Penalty: 5155.529297
	Iteration 10F: 3 clusters Score -3143048 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3144241.500000 Penalty: 5155.529297
	Iteration 11F: 3 clusters Score -3144242 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3145399.250000 Penalty: 5155.529297
	Iteration 12Q: 3 clusters Score -3145399 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3146332.500000 Penalty: 5155.529297
	Iteration 13Q: 3 clusters Score -3146332 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3146980.250000 Penalty: 5155.529297
	Iteration 14Q: 3 clusters Score -3146980 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3147520.750000 Penalty: 5155.529297
	Iteration 15Q: 3 clusters Score -3147521 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3147890.500000 Penalty: 5155.529297
	Iteration 16Q: 3 clusters Score -3147890 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3148195.750000 Penalty: 5155.529297
	Iteration 17Q: 3 clusters Score -3148196 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3148428.750000 Penalty: 5155.529297
	Iteration 18Q: 3 clusters Score -3148429 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3148592.750000 Penalty: 5155.529297
	Iteration 19Q: 3 clusters Score -3148593 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3148733.500000 Penalty: 5155.529297
	Iteration 20F: 3 clusters Score -3148734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3148846.500000 Penalty: 5155.529297
	Iteration 21Q: 3 clusters Score -3148846 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3148938.000000 Penalty: 5155.529297
	Iteration 22Q: 3 clusters Score -3148938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3149013.250000 Penalty: 5155.529297
	Iteration 23Q: 3 clusters Score -3149013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3149090.250000 Penalty: 5155.529297
	Iteration 24Q: 3 clusters Score -3149090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3149138.750000 Penalty: 5155.529297
	Iteration 25Q: 3 clusters Score -3149139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3149232.000000 Penalty: 5155.529297
	Iteration 26Q: 3 clusters Score -3149232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3149307.750000 Penalty: 5155.529297
	Iteration 27Q: 3 clusters Score -3149308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3149338.000000 Penalty: 5155.529297
	Iteration 28Q: 3 clusters Score -3149338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3149353.250000 Penalty: 5155.529297
	Iteration 29Q: 3 clusters Score -3149353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3149371.250000 Penalty: 5155.529297
	Iteration 30Q: 3 clusters Score -3149371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3149381.500000 Penalty: 5155.529297
	Iteration 31Q: 3 clusters Score -3149382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3149388.750000 Penalty: 5155.529297
	Iteration 32Q: 3 clusters Score -3149389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3149400.000000 Penalty: 5155.529297
	Iteration 33Q: 3 clusters Score -3149400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3149400.500000 Penalty: 5155.529297
	Iteration 34Q: 3 clusters Score -3149400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3149412.250000 Penalty: 5155.529297
	Iteration 35Q: 3 clusters Score -3149412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3149420.750000 Penalty: 5155.529297
	Iteration 36Q: 3 clusters Score -3149421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3149428.250000 Penalty: 5155.529297
	Iteration 37Q: 3 clusters Score -3149428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3149433.250000 Penalty: 5155.529297
	Iteration 38Q: 3 clusters Score -3149433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3149434.500000 Penalty: 5155.529297
	Iteration 39Q: 3 clusters Score -3149434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3149434.750000 Penalty: 5155.529297
	Iteration 40F: 3 clusters Score -3149435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3149439.000000 Penalty: 5155.529297
	Iteration 41Q: 3 clusters Score -3149439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3149436.000000 Penalty: 5155.529297
	Iteration 42Q: 3 clusters Score -3149436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3149444.500000 Penalty: 5155.529297
	Iteration 43Q: 3 clusters Score -3149444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3149444.500000 Penalty: 5155.529297
	Iteration 44F: 3 clusters Score -3149444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -277747.468750 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -277747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -274471.312500 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -274471.3 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -275181.812500 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -275181.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -275421.312500 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -275421.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -275574.562500 Penalty: 3961.643555
	Iteration 3F: 3 clusters Score -275574.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -275710.781250 Penalty: 3961.643555
	Iteration 4F: 3 clusters Score -275710.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -275819.187500 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -275819.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -275910.031250 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -275910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -275976.687500 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -275976.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -276027.781250 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -276027.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -276063.531250 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -276063.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -276107.156250 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -276107.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -276133.250000 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -276133.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -276154.437500 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -276154.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -276166.156250 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -276166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -276179.125000 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -276179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -276188.156250 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -276188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -276191.375000 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -276191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -276193.562500 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -276193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -276193.468750 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -276193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -276194.562500 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -276194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -276196.218750 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -276196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -276197.343750 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -276197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -276198.656250 Penalty: 3961.643555
	Iteration 22Q: 3 clusters Score -276198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -276200.562500 Penalty: 3961.643555
	Iteration 23Q: 3 clusters Score -276200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -276202.343750 Penalty: 3961.643555
	Iteration 24Q: 3 clusters Score -276202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -276202.593750 Penalty: 3961.643555
	Iteration 25Q: 3 clusters Score -276202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -276203.625000 Penalty: 3961.643555
	Iteration 26Q: 3 clusters Score -276203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -276205.250000 Penalty: 3961.643555
	Iteration 27Q: 3 clusters Score -276205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -276207.937500 Penalty: 3961.643555
	Iteration 28Q: 3 clusters Score -276207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -276209.093750 Penalty: 3961.643555
	Iteration 29Q: 3 clusters Score -276209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276211.937500 Penalty: 3961.643555
	Iteration 30Q: 3 clusters Score -276211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276214.906250 Penalty: 3961.643555
	Iteration 31Q: 3 clusters Score -276214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -276216.250000 Penalty: 3961.643555
	Iteration 32Q: 3 clusters Score -276216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276216.531250 Penalty: 3961.643555
	Iteration 33Q: 3 clusters Score -276216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -276216.781250 Penalty: 3961.643555
	Iteration 34Q: 3 clusters Score -276216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276216.875000 Penalty: 3961.643555
	Iteration 35Q: 3 clusters Score -276216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -276216.875000 Penalty: 3961.643555
	Iteration 36F: 3 clusters Score -276216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -340188.437500 Penalty: 2027.954224
	Iteration 0F: 2 clusters Score -340188.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -336581.062500 Penalty: 4055.908447
	Iteration 0F: 3 clusters Score -336581.1 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -337382.531250 Penalty: 4055.908447
	Iteration 1F: 3 clusters Score -337382.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337553.250000 Penalty: 4055.908447
	Iteration 2F: 3 clusters Score -337553.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -337678.000000 Penalty: 4055.908447
	Iteration 3Q: 3 clusters Score -337678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337780.500000 Penalty: 4055.908447
	Iteration 4Q: 3 clusters Score -337780.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337868.812500 Penalty: 4055.908447
	Iteration 5Q: 3 clusters Score -337868.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -337935.250000 Penalty: 4055.908447
	Iteration 6Q: 3 clusters Score -337935.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -338000.156250 Penalty: 4055.908447
	Iteration 7Q: 3 clusters Score -338000.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -338072.312500 Penalty: 4055.908447
	Iteration 8Q: 3 clusters Score -338072.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -338148.093750 Penalty: 4055.908447
	Iteration 9Q: 3 clusters Score -338148.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -338230.125000 Penalty: 4055.908447
	Iteration 10Q: 3 clusters Score -338230.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -338308.781250 Penalty: 4055.908447
	Iteration 11Q: 3 clusters Score -338308.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -338376.187500 Penalty: 4055.908447
	Iteration 12Q: 3 clusters Score -338376.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -338437.906250 Penalty: 4055.908447
	Iteration 13Q: 3 clusters Score -338437.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -338474.437500 Penalty: 4055.908447
	Iteration 14Q: 3 clusters Score -338474.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -338488.906250 Penalty: 4055.908447
	Iteration 15Q: 3 clusters Score -338488.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -338502.437500 Penalty: 4055.908447
	Iteration 16Q: 3 clusters Score -338502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -338508.375000 Penalty: 4055.908447
	Iteration 17Q: 3 clusters Score -338508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -338513.406250 Penalty: 4055.908447
	Iteration 18Q: 3 clusters Score -338513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -338515.593750 Penalty: 4055.908447
	Iteration 19Q: 3 clusters Score -338515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -338520.062500 Penalty: 4055.908447
	Iteration 20F: 3 clusters Score -338520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -338527.531250 Penalty: 4055.908447
	Iteration 21Q: 3 clusters Score -338527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -338531.343750 Penalty: 4055.908447
	Iteration 22Q: 3 clusters Score -338531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -338535.125000 Penalty: 4055.908447
	Iteration 23Q: 3 clusters Score -338535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338539.562500 Penalty: 4055.908447
	Iteration 24Q: 3 clusters Score -338539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -338543.187500 Penalty: 4055.908447
	Iteration 25Q: 3 clusters Score -338543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338548.406250 Penalty: 4055.908447
	Iteration 26Q: 3 clusters Score -338548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -338551.562500 Penalty: 4055.908447
	Iteration 27Q: 3 clusters Score -338551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -338553.062500 Penalty: 4055.908447
	Iteration 28Q: 3 clusters Score -338553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -338553.781250 Penalty: 4055.908447
	Iteration 29Q: 3 clusters Score -338553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -338555.875000 Penalty: 4055.908447
	Iteration 30Q: 3 clusters Score -338555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -338555.812500 Penalty: 4055.908447
	Iteration 31Q: 3 clusters Score -338555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -338557.375000 Penalty: 4055.908447
	Iteration 32Q: 3 clusters Score -338557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -338558.687500 Penalty: 4055.908447
	Iteration 33Q: 3 clusters Score -338558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -338560.656250 Penalty: 4055.908447
	Iteration 34Q: 3 clusters Score -338560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -338561.875000 Penalty: 4055.908447
	Iteration 35Q: 3 clusters Score -338561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -338562.500000 Penalty: 4055.908447
	Iteration 36Q: 3 clusters Score -338562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -338563.625000 Penalty: 4055.908447
	Iteration 37Q: 3 clusters Score -338563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -338564.125000 Penalty: 4055.908447
	Iteration 38Q: 3 clusters Score -338564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338565.218750 Penalty: 4055.908447
	Iteration 39Q: 3 clusters Score -338565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338565.218750 Penalty: 4055.908447
	Iteration 40F: 3 clusters Score -338565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -389183.812500 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -389183.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -385189.875000 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -385189.9 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -386210.343750 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -386210.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -386420.250000 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -386420.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -386570.718750 Penalty: 4142.165039
	Iteration 3F: 3 clusters Score -386570.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -386694.250000 Penalty: 4142.165039
	Iteration 4Q: 3 clusters Score -386694.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -386819.468750 Penalty: 4142.165039
	Iteration 5Q: 3 clusters Score -386819.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -386922.531250 Penalty: 4142.165039
	Iteration 6Q: 3 clusters Score -386922.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -387016.906250 Penalty: 4142.165039
	Iteration 7Q: 3 clusters Score -387016.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -387086.656250 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -387086.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -387172.062500 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -387172.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -387268.281250 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -387268.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -387358.343750 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -387358.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -387464.843750 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -387464.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -387578.687500 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -387578.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -387710.812500 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -387710.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -387864.468750 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -387864.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -387959.562500 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -387959.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -388037.468750 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -388037.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -388090.500000 Penalty: 4142.165039
	Iteration 18Q: 3 clusters Score -388090.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -388124.843750 Penalty: 4142.165039
	Iteration 19Q: 3 clusters Score -388124.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -388144.687500 Penalty: 4142.165039
	Iteration 20F: 3 clusters Score -388144.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -388158.062500 Penalty: 4142.165039
	Iteration 21Q: 3 clusters Score -388158.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -388169.687500 Penalty: 4142.165039
	Iteration 22Q: 3 clusters Score -388169.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -388179.375000 Penalty: 4142.165039
	Iteration 23Q: 3 clusters Score -388179.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -388191.593750 Penalty: 4142.165039
	Iteration 24Q: 3 clusters Score -388191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -388199.812500 Penalty: 4142.165039
	Iteration 25Q: 3 clusters Score -388199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -388207.218750 Penalty: 4142.165039
	Iteration 26Q: 3 clusters Score -388207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -388212.906250 Penalty: 4142.165039
	Iteration 27Q: 3 clusters Score -388212.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -388218.937500 Penalty: 4142.165039
	Iteration 28Q: 3 clusters Score -388218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -388221.750000 Penalty: 4142.165039
	Iteration 29Q: 3 clusters Score -388221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -388225.968750 Penalty: 4142.165039
	Iteration 30Q: 3 clusters Score -388226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -388229.843750 Penalty: 4142.165039
	Iteration 31Q: 3 clusters Score -388229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -388231.531250 Penalty: 4142.165039
	Iteration 32Q: 3 clusters Score -388231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -388235.093750 Penalty: 4142.165039
	Iteration 33Q: 3 clusters Score -388235.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -388241.531250 Penalty: 4142.165039
	Iteration 34Q: 3 clusters Score -388241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -388245.125000 Penalty: 4142.165039
	Iteration 35Q: 3 clusters Score -388245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -388250.031250 Penalty: 4142.165039
	Iteration 36Q: 3 clusters Score -388250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -388251.750000 Penalty: 4142.165039
	Iteration 37Q: 3 clusters Score -388251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -388252.156250 Penalty: 4142.165039
	Iteration 38Q: 3 clusters Score -388252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -388253.343750 Penalty: 4142.165039
	Iteration 39Q: 3 clusters Score -388253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -388253.500000 Penalty: 4142.165039
	Iteration 40F: 3 clusters Score -388253.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Entering Unmasked Estep 
Score: -688028.062500 Penalty: 2202.281738
	Iteration 0F: 2 clusters Score -688028.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -682154.375000 Penalty: 4404.563477
	Iteration 0F: 3 clusters Score -682154.4 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -683695.937500 Penalty: 4404.563477
	Iteration 1F: 3 clusters Score -683695.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -683961.812500 Penalty: 4404.563477
	Iteration 2F: 3 clusters Score -683961.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -684155.937500 Penalty: 4404.563477
	Iteration 3F: 3 clusters Score -684155.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -684322.562500 Penalty: 4404.563477
	Iteration 4Q: 3 clusters Score -684322.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -684497.312500 Penalty: 4404.563477
	Iteration 5Q: 3 clusters Score -684497.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -684710.312500 Penalty: 4404.563477
	Iteration 6Q: 3 clusters Score -684710.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -684919.625000 Penalty: 4404.563477
	Iteration 7Q: 3 clusters Score -684919.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -685157.625000 Penalty: 4404.563477
	Iteration 8Q: 3 clusters Score -685157.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -685424.625000 Penalty: 4404.563477
	Iteration 9Q: 3 clusters Score -685424.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -685690.687500 Penalty: 4404.563477
	Iteration 10Q: 3 clusters Score -685690.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -685908.812500 Penalty: 4404.563477
	Iteration 11Q: 3 clusters Score -685908.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -686034.312500 Penalty: 4404.563477
	Iteration 12Q: 3 clusters Score -686034.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -686110.250000 Penalty: 4404.563477
	Iteration 13Q: 3 clusters Score -686110.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -686164.000000 Penalty: 4404.563477
	Iteration 14Q: 3 clusters Score -686164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -686205.000000 Penalty: 4404.563477
	Iteration 15Q: 3 clusters Score -686205 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -686240.500000 Penalty: 4404.563477
	Iteration 16Q: 3 clusters Score -686240.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -686262.437500 Penalty: 4404.563477
	Iteration 17Q: 3 clusters Score -686262.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -686278.062500 Penalty: 4404.563477
	Iteration 18Q: 3 clusters Score -686278.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -686290.312500 Penalty: 4404.563477
	Iteration 19Q: 3 clusters Score -686290.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -686301.312500 Penalty: 4404.563477
	Iteration 20F: 3 clusters Score -686301.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -686314.000000 Penalty: 4404.563477
	Iteration 21Q: 3 clusters Score -686314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -686321.062500 Penalty: 4404.563477
	Iteration 22Q: 3 clusters Score -686321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -686329.000000 Penalty: 4404.563477
	Iteration 23Q: 3 clusters Score -686329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -686332.187500 Penalty: 4404.563477
	Iteration 24Q: 3 clusters Score -686332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -686339.437500 Penalty: 4404.563477
	Iteration 25Q: 3 clusters Score -686339.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -686341.312500 Penalty: 4404.563477
	Iteration 26Q: 3 clusters Score -686341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -686344.062500 Penalty: 4404.563477
	Iteration 27Q: 3 clusters Score -686344.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -686350.000000 Penalty: 4404.563477
	Iteration 28Q: 3 clusters Score -686350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -686353.812500 Penalty: 4404.563477
	Iteration 29Q: 3 clusters Score -686353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -686356.875000 Penalty: 4404.563477
	Iteration 30Q: 3 clusters Score -686356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -686358.375000 Penalty: 4404.563477
	Iteration 31Q: 3 clusters Score -686358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -686361.500000 Penalty: 4404.563477
	Iteration 32Q: 3 clusters Score -686361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -686363.062500 Penalty: 4404.563477
	Iteration 33Q: 3 clusters Score -686363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -686364.500000 Penalty: 4404.563477
	Iteration 34Q: 3 clusters Score -686364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -686365.000000 Penalty: 4404.563477
	Iteration 35Q: 3 clusters Score -686365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -686365.437500 Penalty: 4404.563477
	Iteration 36Q: 3 clusters Score -686365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -686365.625000 Penalty: 4404.563477
	Iteration 37Q: 3 clusters Score -686365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -686367.250000 Penalty: 4404.563477
	Iteration 38Q: 3 clusters Score -686367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -686367.750000 Penalty: 4404.563477
	Iteration 39Q: 3 clusters Score -686367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -686367.687500 Penalty: 4404.563477
	Iteration 40F: 3 clusters Score -686367.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -686369.062500 Penalty: 4404.563477
	Iteration 41Q: 3 clusters Score -686369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -686369.062500 Penalty: 4404.563477
	Iteration 42Q: 3 clusters Score -686369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -686370.187500 Penalty: 4404.563477
	Iteration 43Q: 3 clusters Score -686370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -686369.937500 Penalty: 4404.563477
	Iteration 44Q: 3 clusters Score -686369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -686370.375000 Penalty: 4404.563477
	Iteration 45Q: 3 clusters Score -686370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -686371.187500 Penalty: 4404.563477
	Iteration 46Q: 3 clusters Score -686371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -686371.187500 Penalty: 4404.563477
	Iteration 47F: 3 clusters Score -686371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Entering Unmasked Estep 
Score: -2113079.500000 Penalty: 2471.134766
	Iteration 0F: 2 clusters Score -2113080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2098234.500000 Penalty: 4942.269531
	Iteration 0F: 3 clusters Score -2098234 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2103221.500000 Penalty: 4942.269531
	Iteration 1F: 3 clusters Score -2103222 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2103682.500000 Penalty: 4942.269531
	Iteration 2F: 3 clusters Score -2103682 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2104055.000000 Penalty: 4942.269531
	Iteration 3Q: 3 clusters Score -2104055 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2104369.750000 Penalty: 4942.269531
	Iteration 4Q: 3 clusters Score -2104370 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2104746.750000 Penalty: 4942.269531
	Iteration 5Q: 3 clusters Score -2104747 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2105191.250000 Penalty: 4942.269531
	Iteration 6Q: 3 clusters Score -2105191 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2105782.000000 Penalty: 4942.269531
	Iteration 7Q: 3 clusters Score -2105782 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2106517.750000 Penalty: 4942.269531
	Iteration 8F: 3 clusters Score -2106518 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2107403.500000 Penalty: 4942.269531
	Iteration 9F: 3 clusters Score -2107404 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2108371.000000 Penalty: 4942.269531
	Iteration 10F: 3 clusters Score -2108371 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2109219.250000 Penalty: 4942.269531
	Iteration 11Q: 3 clusters Score -2109219 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2109847.750000 Penalty: 4942.269531
	Iteration 12Q: 3 clusters Score -2109848 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2110265.750000 Penalty: 4942.269531
	Iteration 13Q: 3 clusters Score -2110266 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2110542.000000 Penalty: 4942.269531
	Iteration 14Q: 3 clusters Score -2110542 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2110697.750000 Penalty: 4942.269531
	Iteration 15Q: 3 clusters Score -2110698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2110804.250000 Penalty: 4942.269531
	Iteration 16Q: 3 clusters Score -2110804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2110863.000000 Penalty: 4942.269531
	Iteration 17Q: 3 clusters Score -2110863 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2110906.750000 Penalty: 4942.269531
	Iteration 18Q: 3 clusters Score -2110907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2110942.250000 Penalty: 4942.269531
	Iteration 19Q: 3 clusters Score -2110942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2110966.500000 Penalty: 4942.269531
	Iteration 20F: 3 clusters Score -2110966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2110977.250000 Penalty: 4942.269531
	Iteration 21Q: 3 clusters Score -2110977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2110997.500000 Penalty: 4942.269531
	Iteration 22Q: 3 clusters Score -2110998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2111011.750000 Penalty: 4942.269531
	Iteration 23Q: 3 clusters Score -2111012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2111017.000000 Penalty: 4942.269531
	Iteration 24Q: 3 clusters Score -2111017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2111027.750000 Penalty: 4942.269531
	Iteration 25Q: 3 clusters Score -2111028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2111041.750000 Penalty: 4942.269531
	Iteration 26Q: 3 clusters Score -2111042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2111051.750000 Penalty: 4942.269531
	Iteration 27Q: 3 clusters Score -2111052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2111056.250000 Penalty: 4942.269531
	Iteration 28Q: 3 clusters Score -2111056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2111062.250000 Penalty: 4942.269531
	Iteration 29Q: 3 clusters Score -2111062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2111067.000000 Penalty: 4942.269531
	Iteration 30Q: 3 clusters Score -2111067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2111070.000000 Penalty: 4942.269531
	Iteration 31Q: 3 clusters Score -2111070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2111069.000000 Penalty: 4942.269531
	Iteration 32Q: 3 clusters Score -2111069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2111072.750000 Penalty: 4942.269531
	Iteration 33Q: 3 clusters Score -2111073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2111070.000000 Penalty: 4942.269531
	Iteration 34Q: 3 clusters Score -2111070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2111074.250000 Penalty: 4942.269531
	Iteration 35Q: 3 clusters Score -2111074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2111071.000000 Penalty: 4942.269531
	Iteration 36Q: 3 clusters Score -2111071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2111075.250000 Penalty: 4942.269531
	Iteration 37Q: 3 clusters Score -2111075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2111077.250000 Penalty: 4942.269531
	Iteration 38Q: 3 clusters Score -2111077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2111079.750000 Penalty: 4942.269531
	Iteration 39Q: 3 clusters Score -2111080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2111082.000000 Penalty: 4942.269531
	Iteration 40F: 3 clusters Score -2111082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2111079.250000 Penalty: 4942.269531
	Iteration 41Q: 3 clusters Score -2111079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2111078.500000 Penalty: 4942.269531
	Iteration 42Q: 3 clusters Score -2111078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2111081.750000 Penalty: 4942.269531
	Iteration 43Q: 3 clusters Score -2111082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2111081.750000 Penalty: 4942.269531
	Iteration 44F: 3 clusters Score -2111082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -75331.101562 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -75331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73570.117188 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -73570.12 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73863.195312 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -73863.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73976.046875 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -73976.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74063.484375 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -74063.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74140.195312 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -74140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74217.734375 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -74217.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74259.804688 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -74259.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74284.789062 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -74284.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74320.937500 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -74320.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74355.843750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -74355.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74374.429688 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -74374.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74399.578125 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -74399.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74411.000000 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -74411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74424.664062 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -74424.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74442.078125 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -74442.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74460.000000 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -74460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74473.937500 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -74473.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74481.929688 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -74481.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74488.382812 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -74488.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74497.312500 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -74497.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74505.609375 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -74505.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74523.117188 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -74523.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74550.539062 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -74550.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74583.218750 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -74583.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74612.132812 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -74612.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74636.843750 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -74636.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74664.695312 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -74664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74679.789062 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -74679.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74702.343750 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -74702.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74713.929688 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -74713.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74719.515625 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -74719.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74721.203125 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -74721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74723.687500 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -74723.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74725.234375 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -74725.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74731.546875 Penalty: 3357.742432
	Iteration 34F: 3 clusters Score -74731.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74751.601562 Penalty: 3357.742432
	Iteration 35Q: 3 clusters Score -74751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74768.875000 Penalty: 3357.742432
	Iteration 36Q: 3 clusters Score -74768.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74798.007812 Penalty: 3357.742432
	Iteration 37Q: 3 clusters Score -74798.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74864.148438 Penalty: 3357.742432
	Iteration 38Q: 3 clusters Score -74864.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74964.148438 Penalty: 3357.742432
	Iteration 39Q: 3 clusters Score -74964.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75078.679688 Penalty: 3357.742432
	Iteration 40F: 3 clusters Score -75078.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75107.367188 Penalty: 3357.742432
	Iteration 41Q: 3 clusters Score -75107.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75121.484375 Penalty: 3357.742432
	Iteration 42Q: 3 clusters Score -75121.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75125.554688 Penalty: 3357.742432
	Iteration 43Q: 3 clusters Score -75125.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75128.203125 Penalty: 3357.742432
	Iteration 44Q: 3 clusters Score -75128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75130.570312 Penalty: 3357.742432
	Iteration 45Q: 3 clusters Score -75130.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75130.570312 Penalty: 3357.742432
	Iteration 46F: 3 clusters Score -75130.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Entering Unmasked Estep 
Score: -752127.812500 Penalty: 2263.135010
	Iteration 0F: 2 clusters Score -752127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -744949.562500 Penalty: 4526.270020
	Iteration 0F: 3 clusters Score -744949.6 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -747047.812500 Penalty: 4526.270020
	Iteration 1F: 3 clusters Score -747047.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -747466.125000 Penalty: 4526.270020
	Iteration 2F: 3 clusters Score -747466.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -747856.812500 Penalty: 4526.270020
	Iteration 3F: 3 clusters Score -747856.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -748182.250000 Penalty: 4526.270020
	Iteration 4F: 3 clusters Score -748182.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -748522.937500 Penalty: 4526.270020
	Iteration 5F: 3 clusters Score -748522.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -748898.625000 Penalty: 4526.270020
	Iteration 6F: 3 clusters Score -748898.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -749325.062500 Penalty: 4526.270020
	Iteration 7F: 3 clusters Score -749325.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -749806.687500 Penalty: 4526.270020
	Iteration 8F: 3 clusters Score -749806.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -750335.187500 Penalty: 4526.270020
	Iteration 9F: 3 clusters Score -750335.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -750762.000000 Penalty: 4526.270020
	Iteration 10F: 3 clusters Score -750762 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -751042.125000 Penalty: 4526.270020
	Iteration 11Q: 3 clusters Score -751042.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -751263.062500 Penalty: 4526.270020
	Iteration 12Q: 3 clusters Score -751263.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -751436.875000 Penalty: 4526.270020
	Iteration 13Q: 3 clusters Score -751436.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -751527.687500 Penalty: 4526.270020
	Iteration 14Q: 3 clusters Score -751527.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -751597.875000 Penalty: 4526.270020
	Iteration 15Q: 3 clusters Score -751597.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -751661.500000 Penalty: 4526.270020
	Iteration 16Q: 3 clusters Score -751661.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -751699.687500 Penalty: 4526.270020
	Iteration 17Q: 3 clusters Score -751699.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -751722.750000 Penalty: 4526.270020
	Iteration 18Q: 3 clusters Score -751722.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -751752.000000 Penalty: 4526.270020
	Iteration 19Q: 3 clusters Score -751752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -751766.062500 Penalty: 4526.270020
	Iteration 20F: 3 clusters Score -751766.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -751769.375000 Penalty: 4526.270020
	Iteration 21Q: 3 clusters Score -751769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -751775.937500 Penalty: 4526.270020
	Iteration 22Q: 3 clusters Score -751775.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -751781.812500 Penalty: 4526.270020
	Iteration 23Q: 3 clusters Score -751781.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -751789.937500 Penalty: 4526.270020
	Iteration 24Q: 3 clusters Score -751789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -751791.125000 Penalty: 4526.270020
	Iteration 25Q: 3 clusters Score -751791.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -751797.562500 Penalty: 4526.270020
	Iteration 26Q: 3 clusters Score -751797.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -751806.562500 Penalty: 4526.270020
	Iteration 27Q: 3 clusters Score -751806.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -751814.937500 Penalty: 4526.270020
	Iteration 28Q: 3 clusters Score -751814.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -751820.812500 Penalty: 4526.270020
	Iteration 29Q: 3 clusters Score -751820.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -751825.687500 Penalty: 4526.270020
	Iteration 30Q: 3 clusters Score -751825.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -751830.562500 Penalty: 4526.270020
	Iteration 31Q: 3 clusters Score -751830.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -751834.375000 Penalty: 4526.270020
	Iteration 32Q: 3 clusters Score -751834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -751834.875000 Penalty: 4526.270020
	Iteration 33Q: 3 clusters Score -751834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -751836.812500 Penalty: 4526.270020
	Iteration 34Q: 3 clusters Score -751836.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -751840.625000 Penalty: 4526.270020
	Iteration 35Q: 3 clusters Score -751840.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -751841.250000 Penalty: 4526.270020
	Iteration 36Q: 3 clusters Score -751841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -751843.500000 Penalty: 4526.270020
	Iteration 37Q: 3 clusters Score -751843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -751845.375000 Penalty: 4526.270020
	Iteration 38Q: 3 clusters Score -751845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -751845.312500 Penalty: 4526.270020
	Iteration 39Q: 3 clusters Score -751845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -751846.687500 Penalty: 4526.270020
	Iteration 40F: 3 clusters Score -751846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -751848.625000 Penalty: 4526.270020
	Iteration 41Q: 3 clusters Score -751848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -751850.312500 Penalty: 4526.270020
	Iteration 42Q: 3 clusters Score -751850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -751849.937500 Penalty: 4526.270020
	Iteration 43Q: 3 clusters Score -751849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -751853.000000 Penalty: 4526.270020
	Iteration 44Q: 3 clusters Score -751853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -751852.125000 Penalty: 4526.270020
	Iteration 45Q: 3 clusters Score -751852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -751851.937500 Penalty: 4526.270020
	Iteration 46Q: 3 clusters Score -751851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -751851.937500 Penalty: 4526.270020
	Iteration 47F: 3 clusters Score -751851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (37470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Entering Unmasked Estep 
Score: -3650467.250000 Penalty: 2611.761230
	Iteration 0F: 2 clusters Score -3650467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3625156.750000 Penalty: 5223.522461
	Iteration 0F: 3 clusters Score -3625157 nChanged 17113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3634732.750000 Penalty: 5223.522461
	Iteration 1F: 3 clusters Score -3634733 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3635366.250000 Penalty: 5223.522461
	Iteration 2Q: 3 clusters Score -3635366 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3636015.250000 Penalty: 5223.522461
	Iteration 3Q: 3 clusters Score -3636015 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3636786.500000 Penalty: 5223.522461
	Iteration 4Q: 3 clusters Score -3636786 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3637673.000000 Penalty: 5223.522461
	Iteration 5Q: 3 clusters Score -3637673 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3638637.250000 Penalty: 5223.522461
	Iteration 6F: 3 clusters Score -3638637 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3639538.750000 Penalty: 5223.522461
	Iteration 7F: 3 clusters Score -3639539 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3640344.250000 Penalty: 5223.522461
	Iteration 8Q: 3 clusters Score -3640344 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3641089.500000 Penalty: 5223.522461
	Iteration 9Q: 3 clusters Score -3641090 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3641794.000000 Penalty: 5223.522461
	Iteration 10Q: 3 clusters Score -3641794 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3642536.750000 Penalty: 5223.522461
	Iteration 11Q: 3 clusters Score -3642537 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3643508.500000 Penalty: 5223.522461
	Iteration 12Q: 3 clusters Score -3643508 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3644522.500000 Penalty: 5223.522461
	Iteration 13Q: 3 clusters Score -3644522 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3645578.750000 Penalty: 5223.522461
	Iteration 14Q: 3 clusters Score -3645579 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3646531.250000 Penalty: 5223.522461
	Iteration 15Q: 3 clusters Score -3646531 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3647277.000000 Penalty: 5223.522461
	Iteration 16Q: 3 clusters Score -3647277 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3647695.500000 Penalty: 5223.522461
	Iteration 17Q: 3 clusters Score -3647696 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3647970.500000 Penalty: 5223.522461
	Iteration 18Q: 3 clusters Score -3647970 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3648171.250000 Penalty: 5223.522461
	Iteration 19Q: 3 clusters Score -3648171 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3648321.500000 Penalty: 5223.522461
	Iteration 20F: 3 clusters Score -3648322 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3648436.250000 Penalty: 5223.522461
	Iteration 21Q: 3 clusters Score -3648436 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3648517.000000 Penalty: 5223.522461
	Iteration 22Q: 3 clusters Score -3648517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -3648582.250000 Penalty: 5223.522461
	Iteration 23Q: 3 clusters Score -3648582 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3648609.500000 Penalty: 5223.522461
	Iteration 24Q: 3 clusters Score -3648610 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3648647.000000 Penalty: 5223.522461
	Iteration 25Q: 3 clusters Score -3648647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3648685.750000 Penalty: 5223.522461
	Iteration 26Q: 3 clusters Score -3648686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3648710.000000 Penalty: 5223.522461
	Iteration 27Q: 3 clusters Score -3648710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3648739.000000 Penalty: 5223.522461
	Iteration 28Q: 3 clusters Score -3648739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3648756.750000 Penalty: 5223.522461
	Iteration 29Q: 3 clusters Score -3648757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3648766.250000 Penalty: 5223.522461
	Iteration 30Q: 3 clusters Score -3648766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3648771.500000 Penalty: 5223.522461
	Iteration 31Q: 3 clusters Score -3648772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3648790.000000 Penalty: 5223.522461
	Iteration 32Q: 3 clusters Score -3648790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3648803.750000 Penalty: 5223.522461
	Iteration 33Q: 3 clusters Score -3648804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3648805.750000 Penalty: 5223.522461
	Iteration 34Q: 3 clusters Score -3648806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3648807.250000 Penalty: 5223.522461
	Iteration 35Q: 3 clusters Score -3648807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3648818.750000 Penalty: 5223.522461
	Iteration 36Q: 3 clusters Score -3648819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3648820.250000 Penalty: 5223.522461
	Iteration 37Q: 3 clusters Score -3648820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3648819.250000 Penalty: 5223.522461
	Iteration 38Q: 3 clusters Score -3648819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3648817.500000 Penalty: 5223.522461
	Iteration 39Q: 3 clusters Score -3648818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3648817.500000 Penalty: 5223.522461
	Iteration 40F: 3 clusters Score -3648818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3648812.500000 Penalty: 5223.522461
	Iteration 41Q: 3 clusters Score -3648812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3648809.750000 Penalty: 5223.522461
	Iteration 42Q: 3 clusters Score -3648810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3648814.250000 Penalty: 5223.522461
	Iteration 43Q: 3 clusters Score -3648814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3648817.500000 Penalty: 5223.522461
	Iteration 44Q: 3 clusters Score -3648818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3648818.500000 Penalty: 5223.522461
	Iteration 45Q: 3 clusters Score -3648818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3648822.250000 Penalty: 5223.522461
	Iteration 46Q: 3 clusters Score -3648822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3648827.250000 Penalty: 5223.522461
	Iteration 47Q: 3 clusters Score -3648827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3648826.000000 Penalty: 5223.522461
	Iteration 48Q: 3 clusters Score -3648826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3648823.000000 Penalty: 5223.522461
	Iteration 49Q: 3 clusters Score -3648823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3648820.000000 Penalty: 5223.522461
	Iteration 50Q: 3 clusters Score -3648820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3648823.750000 Penalty: 5223.522461
	Iteration 51Q: 3 clusters Score -3648824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3648826.750000 Penalty: 5223.522461
	Iteration 52Q: 3 clusters Score -3648827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3648830.000000 Penalty: 5223.522461
	Iteration 53Q: 3 clusters Score -3648830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3648830.750000 Penalty: 5223.522461
	Iteration 54Q: 3 clusters Score -3648831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3648833.500000 Penalty: 5223.522461
	Iteration 55Q: 3 clusters Score -3648834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3648834.000000 Penalty: 5223.522461
	Iteration 56Q: 3 clusters Score -3648834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3648834.250000 Penalty: 5223.522461
	Iteration 57Q: 3 clusters Score -3648834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3648837.250000 Penalty: 5223.522461
	Iteration 58Q: 3 clusters Score -3648837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3648838.500000 Penalty: 5223.522461
	Iteration 59Q: 3 clusters Score -3648838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3648835.250000 Penalty: 5223.522461
	Iteration 60F: 3 clusters Score -3648835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3648839.250000 Penalty: 5223.522461
	Iteration 61Q: 3 clusters Score -3648839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3648837.250000 Penalty: 5223.522461
	Iteration 62Q: 3 clusters Score -3648837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3648836.500000 Penalty: 5223.522461
	Iteration 63Q: 3 clusters Score -3648836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3648836.000000 Penalty: 5223.522461
	Iteration 64Q: 3 clusters Score -3648836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3648838.500000 Penalty: 5223.522461
	Iteration 65Q: 3 clusters Score -3648838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3648842.000000 Penalty: 5223.522461
	Iteration 66Q: 3 clusters Score -3648842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3648842.000000 Penalty: 5223.522461
	Iteration 67F: 3 clusters Score -3648842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (92038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Entering Unmasked Estep 
Score: -8977649.000000 Penalty: 2834.629150
	Iteration 0F: 2 clusters Score -8977649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -8916117.000000 Penalty: 5669.258301
	Iteration 0F: 3 clusters Score -8916117 nChanged 43207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -8940991.000000 Penalty: 5669.258301
	Iteration 1F: 3 clusters Score -8940991 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -8942141.000000 Penalty: 5669.258301
	Iteration 2Q: 3 clusters Score -8942141 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -8943578.000000 Penalty: 5669.258301
	Iteration 3Q: 3 clusters Score -8943578 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -8945581.000000 Penalty: 5669.258301
	Iteration 4F: 3 clusters Score -8945581 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -8948425.000000 Penalty: 5669.258301
	Iteration 5F: 3 clusters Score -8948425 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -8952223.000000 Penalty: 5669.258301
	Iteration 6F: 3 clusters Score -8952223 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -8956688.000000 Penalty: 5669.258301
	Iteration 7F: 3 clusters Score -8956688 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -8961928.000000 Penalty: 5669.258301
	Iteration 8F: 3 clusters Score -8961928 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -8966839.000000 Penalty: 5669.258301
	Iteration 9F: 3 clusters Score -8966839 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -8970650.000000 Penalty: 5669.258301
	Iteration 10Q: 3 clusters Score -8970650 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -8973014.000000 Penalty: 5669.258301
	Iteration 11Q: 3 clusters Score -8973014 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -8974236.000000 Penalty: 5669.258301
	Iteration 12Q: 3 clusters Score -8974236 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -8974834.000000 Penalty: 5669.258301
	Iteration 13Q: 3 clusters Score -8974834 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -8975100.000000 Penalty: 5669.258301
	Iteration 14Q: 3 clusters Score -8975100 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -8975248.000000 Penalty: 5669.258301
	Iteration 15Q: 3 clusters Score -8975248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 91327 members 
Entering Unmasked Estep 
Score: -8975337.000000 Penalty: 5669.258301
	Iteration 16Q: 3 clusters Score -8975337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -8975411.000000 Penalty: 5669.258301
	Iteration 17Q: 3 clusters Score -8975411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -8975465.000000 Penalty: 5669.258301
	Iteration 18Q: 3 clusters Score -8975465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -8975519.000000 Penalty: 5669.258301
	Iteration 19Q: 3 clusters Score -8975519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -8975555.000000 Penalty: 5669.258301
	Iteration 20F: 3 clusters Score -8975555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -8975581.000000 Penalty: 5669.258301
	Iteration 21Q: 3 clusters Score -8975581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -8975594.000000 Penalty: 5669.258301
	Iteration 22Q: 3 clusters Score -8975594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -8975606.000000 Penalty: 5669.258301
	Iteration 23Q: 3 clusters Score -8975606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -8975608.000000 Penalty: 5669.258301
	Iteration 24Q: 3 clusters Score -8975608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -8975616.000000 Penalty: 5669.258301
	Iteration 25Q: 3 clusters Score -8975616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -8975627.000000 Penalty: 5669.258301
	Iteration 26Q: 3 clusters Score -8975627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -8975657.000000 Penalty: 5669.258301
	Iteration 27Q: 3 clusters Score -8975657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -8975676.000000 Penalty: 5669.258301
	Iteration 28Q: 3 clusters Score -8975676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -8975701.000000 Penalty: 5669.258301
	Iteration 29Q: 3 clusters Score -8975701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -8975719.000000 Penalty: 5669.258301
	Iteration 30Q: 3 clusters Score -8975719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -8975733.000000 Penalty: 5669.258301
	Iteration 31Q: 3 clusters Score -8975733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -8975742.000000 Penalty: 5669.258301
	Iteration 32Q: 3 clusters Score -8975742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -8975751.000000 Penalty: 5669.258301
	Iteration 33Q: 3 clusters Score -8975751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -8975756.000000 Penalty: 5669.258301
	Iteration 34Q: 3 clusters Score -8975756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -8975762.000000 Penalty: 5669.258301
	Iteration 35Q: 3 clusters Score -8975762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -8975781.000000 Penalty: 5669.258301
	Iteration 36Q: 3 clusters Score -8975781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -8975791.000000 Penalty: 5669.258301
	Iteration 37Q: 3 clusters Score -8975791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -8975819.000000 Penalty: 5669.258301
	Iteration 38Q: 3 clusters Score -8975819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -8975815.000000 Penalty: 5669.258301
	Iteration 39Q: 3 clusters Score -8975815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -8975811.000000 Penalty: 5669.258301
	Iteration 40F: 3 clusters Score -8975811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -8975815.000000 Penalty: 5669.258301
	Iteration 41Q: 3 clusters Score -8975815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -8975818.000000 Penalty: 5669.258301
	Iteration 42Q: 3 clusters Score -8975818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -8975830.000000 Penalty: 5669.258301
	Iteration 43Q: 3 clusters Score -8975830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -8975825.000000 Penalty: 5669.258301
	Iteration 44Q: 3 clusters Score -8975825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -8975841.000000 Penalty: 5669.258301
	Iteration 45Q: 3 clusters Score -8975841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -8975836.000000 Penalty: 5669.258301
	Iteration 46Q: 3 clusters Score -8975836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -8975844.000000 Penalty: 5669.258301
	Iteration 47Q: 3 clusters Score -8975844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -8975854.000000 Penalty: 5669.258301
	Iteration 48Q: 3 clusters Score -8975854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -8975856.000000 Penalty: 5669.258301
	Iteration 49Q: 3 clusters Score -8975856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -8975871.000000 Penalty: 5669.258301
	Iteration 50Q: 3 clusters Score -8975871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -8975880.000000 Penalty: 5669.258301
	Iteration 51Q: 3 clusters Score -8975880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -8975893.000000 Penalty: 5669.258301
	Iteration 52Q: 3 clusters Score -8975893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -8975918.000000 Penalty: 5669.258301
	Iteration 53Q: 3 clusters Score -8975918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -8975931.000000 Penalty: 5669.258301
	Iteration 54Q: 3 clusters Score -8975931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -8975949.000000 Penalty: 5669.258301
	Iteration 55Q: 3 clusters Score -8975949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -8975954.000000 Penalty: 5669.258301
	Iteration 56Q: 3 clusters Score -8975954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -8975965.000000 Penalty: 5669.258301
	Iteration 57Q: 3 clusters Score -8975965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -8975964.000000 Penalty: 5669.258301
	Iteration 58Q: 3 clusters Score -8975964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -8975964.000000 Penalty: 5669.258301
	Iteration 59Q: 3 clusters Score -8975964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -8975964.000000 Penalty: 5669.258301
	Iteration 60F: 3 clusters Score -8975964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -8975980.000000 Penalty: 5669.258301
	Iteration 61Q: 3 clusters Score -8975980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -8975980.000000 Penalty: 5669.258301
	Iteration 62Q: 3 clusters Score -8975980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -8975986.000000 Penalty: 5669.258301
	Iteration 63Q: 3 clusters Score -8975986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -8975986.000000 Penalty: 5669.258301
	Iteration 64F: 3 clusters Score -8975986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -234953.250000 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -234953.2 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 1268 members 
Entering Unmasked Estep 
Score: -231979.640625 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -231979.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232597.578125 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -232597.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232761.812500 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -232761.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -232842.687500 Penalty: 3890.354248
	Iteration 3Q: 3 clusters Score -232842.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -232900.203125 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -232900.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -232935.796875 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -232935.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -232968.468750 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -232968.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -233014.937500 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -233014.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -233067.296875 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -233067.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -233109.250000 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -233109.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233149.218750 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -233149.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -233205.531250 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -233205.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -233265.437500 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -233265.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -233336.359375 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -233336.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -233417.796875 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -233417.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -233517.390625 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -233517.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -233595.421875 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -233595.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -233670.687500 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -233670.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -233730.875000 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -233730.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -233768.593750 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -233768.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -233802.421875 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -233802.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -233822.218750 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -233822.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -233831.343750 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -233831.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -233837.343750 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -233837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -233840.328125 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -233840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -233842.968750 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -233843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -233849.203125 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -233849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -233853.796875 Penalty: 3890.354248
	Iteration 27Q: 3 clusters Score -233853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -233855.765625 Penalty: 3890.354248
	Iteration 28Q: 3 clusters Score -233855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -233860.515625 Penalty: 3890.354248
	Iteration 29Q: 3 clusters Score -233860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -233862.062500 Penalty: 3890.354248
	Iteration 30Q: 3 clusters Score -233862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233861.781250 Penalty: 3890.354248
	Iteration 31Q: 3 clusters Score -233861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233861.781250 Penalty: 3890.354248
	Iteration 32F: 3 clusters Score -233861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -49520.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -49520.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47968.207031 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -47968.21 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48182.316406 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -48182.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48254.953125 Penalty: 3143.942627
	Iteration 2Q: 3 clusters Score -48254.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48337.234375 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -48337.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48387.863281 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -48387.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48403.562500 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -48403.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48409.753906 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -48409.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48410.968750 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -48410.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48412.093750 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -48412.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48412.093750 Penalty: 3143.942627
	Iteration 9F: 3 clusters Score -48412.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Entering Unmasked Estep 
Score: -547669.562500 Penalty: 2152.553711
	Iteration 0F: 2 clusters Score -547669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -542563.250000 Penalty: 4305.107422
	Iteration 0F: 3 clusters Score -542563.2 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -543838.312500 Penalty: 4305.107422
	Iteration 1F: 3 clusters Score -543838.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -544080.250000 Penalty: 4305.107422
	Iteration 2F: 3 clusters Score -544080.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -544253.875000 Penalty: 4305.107422
	Iteration 3F: 3 clusters Score -544253.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -544375.000000 Penalty: 4305.107422
	Iteration 4Q: 3 clusters Score -544375 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -544497.062500 Penalty: 4305.107422
	Iteration 5Q: 3 clusters Score -544497.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -544619.000000 Penalty: 4305.107422
	Iteration 6Q: 3 clusters Score -544619 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -544778.500000 Penalty: 4305.107422
	Iteration 7Q: 3 clusters Score -544778.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -544985.750000 Penalty: 4305.107422
	Iteration 8Q: 3 clusters Score -544985.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -545213.250000 Penalty: 4305.107422
	Iteration 9Q: 3 clusters Score -545213.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -545458.750000 Penalty: 4305.107422
	Iteration 10Q: 3 clusters Score -545458.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -545703.375000 Penalty: 4305.107422
	Iteration 11Q: 3 clusters Score -545703.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -545992.937500 Penalty: 4305.107422
	Iteration 12Q: 3 clusters Score -545992.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -546222.125000 Penalty: 4305.107422
	Iteration 13Q: 3 clusters Score -546222.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -546400.937500 Penalty: 4305.107422
	Iteration 14Q: 3 clusters Score -546400.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -546513.062500 Penalty: 4305.107422
	Iteration 15Q: 3 clusters Score -546513.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -546585.000000 Penalty: 4305.107422
	Iteration 16Q: 3 clusters Score -546585 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -546617.812500 Penalty: 4305.107422
	Iteration 17Q: 3 clusters Score -546617.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -546634.062500 Penalty: 4305.107422
	Iteration 18Q: 3 clusters Score -546634.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -546642.875000 Penalty: 4305.107422
	Iteration 19Q: 3 clusters Score -546642.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -546649.750000 Penalty: 4305.107422
	Iteration 20F: 3 clusters Score -546649.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -546658.937500 Penalty: 4305.107422
	Iteration 21Q: 3 clusters Score -546658.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -546672.562500 Penalty: 4305.107422
	Iteration 22Q: 3 clusters Score -546672.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -546683.812500 Penalty: 4305.107422
	Iteration 23Q: 3 clusters Score -546683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -546692.875000 Penalty: 4305.107422
	Iteration 24Q: 3 clusters Score -546692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -546700.250000 Penalty: 4305.107422
	Iteration 25Q: 3 clusters Score -546700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -546704.562500 Penalty: 4305.107422
	Iteration 26Q: 3 clusters Score -546704.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -546709.562500 Penalty: 4305.107422
	Iteration 27Q: 3 clusters Score -546709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -546714.437500 Penalty: 4305.107422
	Iteration 28Q: 3 clusters Score -546714.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -546721.500000 Penalty: 4305.107422
	Iteration 29Q: 3 clusters Score -546721.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -546724.937500 Penalty: 4305.107422
	Iteration 30Q: 3 clusters Score -546724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -546728.125000 Penalty: 4305.107422
	Iteration 31Q: 3 clusters Score -546728.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -546733.812500 Penalty: 4305.107422
	Iteration 32Q: 3 clusters Score -546733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -546737.250000 Penalty: 4305.107422
	Iteration 33Q: 3 clusters Score -546737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -546741.375000 Penalty: 4305.107422
	Iteration 34Q: 3 clusters Score -546741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -546743.625000 Penalty: 4305.107422
	Iteration 35Q: 3 clusters Score -546743.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -546745.312500 Penalty: 4305.107422
	Iteration 36Q: 3 clusters Score -546745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -546749.437500 Penalty: 4305.107422
	Iteration 37Q: 3 clusters Score -546749.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -546754.625000 Penalty: 4305.107422
	Iteration 38Q: 3 clusters Score -546754.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -546760.312500 Penalty: 4305.107422
	Iteration 39Q: 3 clusters Score -546760.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -546765.625000 Penalty: 4305.107422
	Iteration 40F: 3 clusters Score -546765.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -546772.000000 Penalty: 4305.107422
	Iteration 41Q: 3 clusters Score -546772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -546782.062500 Penalty: 4305.107422
	Iteration 42Q: 3 clusters Score -546782.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -546787.937500 Penalty: 4305.107422
	Iteration 43Q: 3 clusters Score -546787.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -546791.500000 Penalty: 4305.107422
	Iteration 44Q: 3 clusters Score -546791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -546794.000000 Penalty: 4305.107422
	Iteration 45Q: 3 clusters Score -546794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -546796.000000 Penalty: 4305.107422
	Iteration 46Q: 3 clusters Score -546796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -546798.125000 Penalty: 4305.107422
	Iteration 47Q: 3 clusters Score -546798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -546801.250000 Penalty: 4305.107422
	Iteration 48Q: 3 clusters Score -546801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -546805.000000 Penalty: 4305.107422
	Iteration 49Q: 3 clusters Score -546805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -546810.562500 Penalty: 4305.107422
	Iteration 50Q: 3 clusters Score -546810.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -546816.687500 Penalty: 4305.107422
	Iteration 51Q: 3 clusters Score -546816.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -546825.187500 Penalty: 4305.107422
	Iteration 52Q: 3 clusters Score -546825.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -546836.125000 Penalty: 4305.107422
	Iteration 53Q: 3 clusters Score -546836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -546847.312500 Penalty: 4305.107422
	Iteration 54Q: 3 clusters Score -546847.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -546861.562500 Penalty: 4305.107422
	Iteration 55Q: 3 clusters Score -546861.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -546877.437500 Penalty: 4305.107422
	Iteration 56Q: 3 clusters Score -546877.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -546889.562500 Penalty: 4305.107422
	Iteration 57Q: 3 clusters Score -546889.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -546902.437500 Penalty: 4305.107422
	Iteration 58Q: 3 clusters Score -546902.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -546915.437500 Penalty: 4305.107422
	Iteration 59Q: 3 clusters Score -546915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -546928.437500 Penalty: 4305.107422
	Iteration 60F: 3 clusters Score -546928.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -546936.250000 Penalty: 4305.107422
	Iteration 61Q: 3 clusters Score -546936.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -546945.812500 Penalty: 4305.107422
	Iteration 62Q: 3 clusters Score -546945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -546953.687500 Penalty: 4305.107422
	Iteration 63Q: 3 clusters Score -546953.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -546964.187500 Penalty: 4305.107422
	Iteration 64Q: 3 clusters Score -546964.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -546970.875000 Penalty: 4305.107422
	Iteration 65Q: 3 clusters Score -546970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -546976.625000 Penalty: 4305.107422
	Iteration 66Q: 3 clusters Score -546976.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -546982.687500 Penalty: 4305.107422
	Iteration 67Q: 3 clusters Score -546982.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -546991.812500 Penalty: 4305.107422
	Iteration 68Q: 3 clusters Score -546991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -547000.250000 Penalty: 4305.107422
	Iteration 69Q: 3 clusters Score -547000.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -547007.625000 Penalty: 4305.107422
	Iteration 70Q: 3 clusters Score -547007.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -547015.562500 Penalty: 4305.107422
	Iteration 71Q: 3 clusters Score -547015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -547022.750000 Penalty: 4305.107422
	Iteration 72Q: 3 clusters Score -547022.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -547030.562500 Penalty: 4305.107422
	Iteration 73Q: 3 clusters Score -547030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -547034.750000 Penalty: 4305.107422
	Iteration 74Q: 3 clusters Score -547034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -547039.500000 Penalty: 4305.107422
	Iteration 75Q: 3 clusters Score -547039.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -547046.250000 Penalty: 4305.107422
	Iteration 76Q: 3 clusters Score -547046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -547050.875000 Penalty: 4305.107422
	Iteration 77Q: 3 clusters Score -547050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -547058.625000 Penalty: 4305.107422
	Iteration 78Q: 3 clusters Score -547058.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -547066.625000 Penalty: 4305.107422
	Iteration 79Q: 3 clusters Score -547066.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -547078.812500 Penalty: 4305.107422
	Iteration 80F: 3 clusters Score -547078.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -547087.687500 Penalty: 4305.107422
	Iteration 81Q: 3 clusters Score -547087.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -547095.812500 Penalty: 4305.107422
	Iteration 82Q: 3 clusters Score -547095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -547097.562500 Penalty: 4305.107422
	Iteration 83Q: 3 clusters Score -547097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -547102.125000 Penalty: 4305.107422
	Iteration 84Q: 3 clusters Score -547102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -547103.875000 Penalty: 4305.107422
	Iteration 85Q: 3 clusters Score -547103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -547109.750000 Penalty: 4305.107422
	Iteration 86Q: 3 clusters Score -547109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -547116.125000 Penalty: 4305.107422
	Iteration 87Q: 3 clusters Score -547116.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -547124.937500 Penalty: 4305.107422
	Iteration 88Q: 3 clusters Score -547124.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -547135.375000 Penalty: 4305.107422
	Iteration 89Q: 3 clusters Score -547135.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -547157.812500 Penalty: 4305.107422
	Iteration 90Q: 3 clusters Score -547157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -547181.687500 Penalty: 4305.107422
	Iteration 91Q: 3 clusters Score -547181.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -547213.000000 Penalty: 4305.107422
	Iteration 92Q: 3 clusters Score -547213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -547241.500000 Penalty: 4305.107422
	Iteration 93Q: 3 clusters Score -547241.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -547260.812500 Penalty: 4305.107422
	Iteration 94Q: 3 clusters Score -547260.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -547271.500000 Penalty: 4305.107422
	Iteration 95Q: 3 clusters Score -547271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -547279.125000 Penalty: 4305.107422
	Iteration 96Q: 3 clusters Score -547279.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -547285.687500 Penalty: 4305.107422
	Iteration 97Q: 3 clusters Score -547285.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -547289.125000 Penalty: 4305.107422
	Iteration 98Q: 3 clusters Score -547289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -547292.500000 Penalty: 4305.107422
	Iteration 99Q: 3 clusters Score -547292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -547294.812500 Penalty: 4305.107422
	Iteration 100F: 3 clusters Score -547294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -547295.937500 Penalty: 4305.107422
	Iteration 101Q: 3 clusters Score -547295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -547295.937500 Penalty: 4305.107422
	Iteration 102F: 3 clusters Score -547295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -1133305.875000 Penalty: 2345.772949
	Iteration 0F: 2 clusters Score -1133306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1123791.375000 Penalty: 4691.545898
	Iteration 0F: 3 clusters Score -1123791 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1126816.375000 Penalty: 4691.545898
	Iteration 1F: 3 clusters Score -1126816 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1127152.250000 Penalty: 4691.545898
	Iteration 2F: 3 clusters Score -1127152 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1127408.250000 Penalty: 4691.545898
	Iteration 3Q: 3 clusters Score -1127408 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1127633.125000 Penalty: 4691.545898
	Iteration 4Q: 3 clusters Score -1127633 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1127854.750000 Penalty: 4691.545898
	Iteration 5Q: 3 clusters Score -1127855 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1128083.500000 Penalty: 4691.545898
	Iteration 6Q: 3 clusters Score -1128084 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1128327.125000 Penalty: 4691.545898
	Iteration 7Q: 3 clusters Score -1128327 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1128612.000000 Penalty: 4691.545898
	Iteration 8Q: 3 clusters Score -1128612 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1128935.000000 Penalty: 4691.545898
	Iteration 9Q: 3 clusters Score -1128935 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1129278.875000 Penalty: 4691.545898
	Iteration 10Q: 3 clusters Score -1129279 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1129652.500000 Penalty: 4691.545898
	Iteration 11Q: 3 clusters Score -1129652 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1130057.875000 Penalty: 4691.545898
	Iteration 12Q: 3 clusters Score -1130058 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1130435.500000 Penalty: 4691.545898
	Iteration 13Q: 3 clusters Score -1130436 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1130712.625000 Penalty: 4691.545898
	Iteration 14Q: 3 clusters Score -1130713 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1130900.250000 Penalty: 4691.545898
	Iteration 15Q: 3 clusters Score -1130900 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1131019.625000 Penalty: 4691.545898
	Iteration 16Q: 3 clusters Score -1131020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1131114.500000 Penalty: 4691.545898
	Iteration 17Q: 3 clusters Score -1131114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1131180.000000 Penalty: 4691.545898
	Iteration 18Q: 3 clusters Score -1131180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1131231.750000 Penalty: 4691.545898
	Iteration 19Q: 3 clusters Score -1131232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1131280.375000 Penalty: 4691.545898
	Iteration 20F: 3 clusters Score -1131280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1131321.875000 Penalty: 4691.545898
	Iteration 21Q: 3 clusters Score -1131322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1131359.875000 Penalty: 4691.545898
	Iteration 22Q: 3 clusters Score -1131360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1131386.000000 Penalty: 4691.545898
	Iteration 23Q: 3 clusters Score -1131386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1131416.000000 Penalty: 4691.545898
	Iteration 24Q: 3 clusters Score -1131416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1131429.375000 Penalty: 4691.545898
	Iteration 25Q: 3 clusters Score -1131429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1131446.500000 Penalty: 4691.545898
	Iteration 26Q: 3 clusters Score -1131446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1131458.500000 Penalty: 4691.545898
	Iteration 27Q: 3 clusters Score -1131458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1131465.000000 Penalty: 4691.545898
	Iteration 28Q: 3 clusters Score -1131465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1131480.250000 Penalty: 4691.545898
	Iteration 29Q: 3 clusters Score -1131480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1131488.625000 Penalty: 4691.545898
	Iteration 30Q: 3 clusters Score -1131489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1131495.000000 Penalty: 4691.545898
	Iteration 31Q: 3 clusters Score -1131495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1131501.500000 Penalty: 4691.545898
	Iteration 32Q: 3 clusters Score -1131502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1131503.375000 Penalty: 4691.545898
	Iteration 33Q: 3 clusters Score -1131503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1131504.250000 Penalty: 4691.545898
	Iteration 34Q: 3 clusters Score -1131504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1131504.250000 Penalty: 4691.545898
	Iteration 35F: 3 clusters Score -1131504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -482972.437500 Penalty: 2121.130615
	Iteration 0F: 2 clusters Score -482972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -478330.906250 Penalty: 4242.261230
	Iteration 0F: 3 clusters Score -478330.9 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -479600.250000 Penalty: 4242.261230
	Iteration 1F: 3 clusters Score -479600.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -479971.750000 Penalty: 4242.261230
	Iteration 2F: 3 clusters Score -479971.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -480288.750000 Penalty: 4242.261230
	Iteration 3F: 3 clusters Score -480288.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -480620.343750 Penalty: 4242.261230
	Iteration 4F: 3 clusters Score -480620.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -480901.843750 Penalty: 4242.261230
	Iteration 5F: 3 clusters Score -480901.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -481087.156250 Penalty: 4242.261230
	Iteration 6Q: 3 clusters Score -481087.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -481243.656250 Penalty: 4242.261230
	Iteration 7Q: 3 clusters Score -481243.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -481341.187500 Penalty: 4242.261230
	Iteration 8Q: 3 clusters Score -481341.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -481416.312500 Penalty: 4242.261230
	Iteration 9Q: 3 clusters Score -481416.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -481475.125000 Penalty: 4242.261230
	Iteration 10Q: 3 clusters Score -481475.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -481518.000000 Penalty: 4242.261230
	Iteration 11Q: 3 clusters Score -481518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -481550.062500 Penalty: 4242.261230
	Iteration 12Q: 3 clusters Score -481550.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -481570.656250 Penalty: 4242.261230
	Iteration 13Q: 3 clusters Score -481570.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -481584.343750 Penalty: 4242.261230
	Iteration 14Q: 3 clusters Score -481584.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -481596.406250 Penalty: 4242.261230
	Iteration 15Q: 3 clusters Score -481596.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -481607.687500 Penalty: 4242.261230
	Iteration 16Q: 3 clusters Score -481607.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -481617.593750 Penalty: 4242.261230
	Iteration 17Q: 3 clusters Score -481617.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -481623.531250 Penalty: 4242.261230
	Iteration 18Q: 3 clusters Score -481623.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -481628.156250 Penalty: 4242.261230
	Iteration 19Q: 3 clusters Score -481628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -481633.093750 Penalty: 4242.261230
	Iteration 20F: 3 clusters Score -481633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -481636.718750 Penalty: 4242.261230
	Iteration 21Q: 3 clusters Score -481636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -481637.468750 Penalty: 4242.261230
	Iteration 22Q: 3 clusters Score -481637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -481640.531250 Penalty: 4242.261230
	Iteration 23Q: 3 clusters Score -481640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -481643.156250 Penalty: 4242.261230
	Iteration 24Q: 3 clusters Score -481643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -481645.781250 Penalty: 4242.261230
	Iteration 25Q: 3 clusters Score -481645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -481647.531250 Penalty: 4242.261230
	Iteration 26Q: 3 clusters Score -481647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -481649.031250 Penalty: 4242.261230
	Iteration 27Q: 3 clusters Score -481649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -481652.250000 Penalty: 4242.261230
	Iteration 28Q: 3 clusters Score -481652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -481652.156250 Penalty: 4242.261230
	Iteration 29Q: 3 clusters Score -481652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -481653.062500 Penalty: 4242.261230
	Iteration 30Q: 3 clusters Score -481653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -481653.687500 Penalty: 4242.261230
	Iteration 31Q: 3 clusters Score -481653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -481654.750000 Penalty: 4242.261230
	Iteration 32Q: 3 clusters Score -481654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -481656.125000 Penalty: 4242.261230
	Iteration 33Q: 3 clusters Score -481656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -481659.031250 Penalty: 4242.261230
	Iteration 34Q: 3 clusters Score -481659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -481667.031250 Penalty: 4242.261230
	Iteration 35Q: 3 clusters Score -481667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -481671.062500 Penalty: 4242.261230
	Iteration 36Q: 3 clusters Score -481671.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -481675.968750 Penalty: 4242.261230
	Iteration 37Q: 3 clusters Score -481676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -481680.875000 Penalty: 4242.261230
	Iteration 38Q: 3 clusters Score -481680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -481691.062500 Penalty: 4242.261230
	Iteration 39Q: 3 clusters Score -481691.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -481699.125000 Penalty: 4242.261230
	Iteration 40F: 3 clusters Score -481699.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -481707.937500 Penalty: 4242.261230
	Iteration 41Q: 3 clusters Score -481707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -481714.718750 Penalty: 4242.261230
	Iteration 42Q: 3 clusters Score -481714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -481720.750000 Penalty: 4242.261230
	Iteration 43Q: 3 clusters Score -481720.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -481728.968750 Penalty: 4242.261230
	Iteration 44Q: 3 clusters Score -481729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -481736.312500 Penalty: 4242.261230
	Iteration 45Q: 3 clusters Score -481736.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -481745.218750 Penalty: 4242.261230
	Iteration 46Q: 3 clusters Score -481745.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -481752.093750 Penalty: 4242.261230
	Iteration 47Q: 3 clusters Score -481752.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -481758.187500 Penalty: 4242.261230
	Iteration 48Q: 3 clusters Score -481758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -481764.156250 Penalty: 4242.261230
	Iteration 49Q: 3 clusters Score -481764.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -481768.906250 Penalty: 4242.261230
	Iteration 50Q: 3 clusters Score -481768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -481772.750000 Penalty: 4242.261230
	Iteration 51Q: 3 clusters Score -481772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -481776.093750 Penalty: 4242.261230
	Iteration 52Q: 3 clusters Score -481776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -481777.468750 Penalty: 4242.261230
	Iteration 53Q: 3 clusters Score -481777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -481780.343750 Penalty: 4242.261230
	Iteration 54Q: 3 clusters Score -481780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -481780.250000 Penalty: 4242.261230
	Iteration 55Q: 3 clusters Score -481780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -481781.406250 Penalty: 4242.261230
	Iteration 56Q: 3 clusters Score -481781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -481782.593750 Penalty: 4242.261230
	Iteration 57Q: 3 clusters Score -481782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -481783.250000 Penalty: 4242.261230
	Iteration 58Q: 3 clusters Score -481783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -481783.062500 Penalty: 4242.261230
	Iteration 59Q: 3 clusters Score -481783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -481783.062500 Penalty: 4242.261230
	Iteration 60F: 3 clusters Score -481783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -799581.125000 Penalty: 2263.404785
	Iteration 0F: 2 clusters Score -799581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -792479.312500 Penalty: 4526.809570
	Iteration 0F: 3 clusters Score -792479.3 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -794695.125000 Penalty: 4526.809570
	Iteration 1F: 3 clusters Score -794695.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -795245.562500 Penalty: 4526.809570
	Iteration 2F: 3 clusters Score -795245.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -795740.250000 Penalty: 4526.809570
	Iteration 3F: 3 clusters Score -795740.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -796160.437500 Penalty: 4526.809570
	Iteration 4F: 3 clusters Score -796160.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -796525.000000 Penalty: 4526.809570
	Iteration 5F: 3 clusters Score -796525 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -796850.625000 Penalty: 4526.809570
	Iteration 6Q: 3 clusters Score -796850.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -797142.437500 Penalty: 4526.809570
	Iteration 7Q: 3 clusters Score -797142.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -797384.500000 Penalty: 4526.809570
	Iteration 8Q: 3 clusters Score -797384.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -797564.125000 Penalty: 4526.809570
	Iteration 9Q: 3 clusters Score -797564.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -797685.437500 Penalty: 4526.809570
	Iteration 10Q: 3 clusters Score -797685.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -797787.062500 Penalty: 4526.809570
	Iteration 11Q: 3 clusters Score -797787.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -797858.000000 Penalty: 4526.809570
	Iteration 12Q: 3 clusters Score -797858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -797924.625000 Penalty: 4526.809570
	Iteration 13Q: 3 clusters Score -797924.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -797971.062500 Penalty: 4526.809570
	Iteration 14Q: 3 clusters Score -797971.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -797995.250000 Penalty: 4526.809570
	Iteration 15Q: 3 clusters Score -797995.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -798012.000000 Penalty: 4526.809570
	Iteration 16Q: 3 clusters Score -798012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -798023.687500 Penalty: 4526.809570
	Iteration 17Q: 3 clusters Score -798023.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -798042.687500 Penalty: 4526.809570
	Iteration 18Q: 3 clusters Score -798042.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -798060.000000 Penalty: 4526.809570
	Iteration 19Q: 3 clusters Score -798060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -798075.375000 Penalty: 4526.809570
	Iteration 20F: 3 clusters Score -798075.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -798089.562500 Penalty: 4526.809570
	Iteration 21Q: 3 clusters Score -798089.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -798099.562500 Penalty: 4526.809570
	Iteration 22Q: 3 clusters Score -798099.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -798106.062500 Penalty: 4526.809570
	Iteration 23Q: 3 clusters Score -798106.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -798114.625000 Penalty: 4526.809570
	Iteration 24Q: 3 clusters Score -798114.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -798121.625000 Penalty: 4526.809570
	Iteration 25Q: 3 clusters Score -798121.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -798130.375000 Penalty: 4526.809570
	Iteration 26Q: 3 clusters Score -798130.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -798138.562500 Penalty: 4526.809570
	Iteration 27Q: 3 clusters Score -798138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -798144.875000 Penalty: 4526.809570
	Iteration 28Q: 3 clusters Score -798144.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -798152.687500 Penalty: 4526.809570
	Iteration 29Q: 3 clusters Score -798152.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -798161.437500 Penalty: 4526.809570
	Iteration 30Q: 3 clusters Score -798161.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -798170.562500 Penalty: 4526.809570
	Iteration 31Q: 3 clusters Score -798170.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -798179.000000 Penalty: 4526.809570
	Iteration 32Q: 3 clusters Score -798179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -798186.375000 Penalty: 4526.809570
	Iteration 33Q: 3 clusters Score -798186.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -798191.937500 Penalty: 4526.809570
	Iteration 34Q: 3 clusters Score -798191.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -798202.187500 Penalty: 4526.809570
	Iteration 35Q: 3 clusters Score -798202.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -798212.937500 Penalty: 4526.809570
	Iteration 36Q: 3 clusters Score -798212.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -798220.750000 Penalty: 4526.809570
	Iteration 37Q: 3 clusters Score -798220.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -798227.687500 Penalty: 4526.809570
	Iteration 38Q: 3 clusters Score -798227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -798231.375000 Penalty: 4526.809570
	Iteration 39Q: 3 clusters Score -798231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -798229.875000 Penalty: 4526.809570
	Iteration 40F: 3 clusters Score -798229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -798229.562500 Penalty: 4526.809570
	Iteration 41Q: 3 clusters Score -798229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -798229.562500 Penalty: 4526.809570
	Iteration 42F: 3 clusters Score -798229.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -1023270.750000 Penalty: 2301.013184
	Iteration 0F: 2 clusters Score -1023271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1015107.312500 Penalty: 4602.026367
	Iteration 0F: 3 clusters Score -1015107 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1017772.625000 Penalty: 4602.026367
	Iteration 1F: 3 clusters Score -1017773 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1018430.937500 Penalty: 4602.026367
	Iteration 2F: 3 clusters Score -1018431 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1019285.750000 Penalty: 4602.026367
	Iteration 3F: 3 clusters Score -1019286 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1020353.437500 Penalty: 4602.026367
	Iteration 4F: 3 clusters Score -1020353 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1021256.187500 Penalty: 4602.026367
	Iteration 5F: 3 clusters Score -1021256 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1021770.437500 Penalty: 4602.026367
	Iteration 6F: 3 clusters Score -1021770 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1022009.562500 Penalty: 4602.026367
	Iteration 7Q: 3 clusters Score -1022010 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1022128.125000 Penalty: 4602.026367
	Iteration 8Q: 3 clusters Score -1022128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1022206.437500 Penalty: 4602.026367
	Iteration 9Q: 3 clusters Score -1022206 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1022255.562500 Penalty: 4602.026367
	Iteration 10Q: 3 clusters Score -1022256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1022290.562500 Penalty: 4602.026367
	Iteration 11Q: 3 clusters Score -1022291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1022323.500000 Penalty: 4602.026367
	Iteration 12Q: 3 clusters Score -1022324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1022364.312500 Penalty: 4602.026367
	Iteration 13Q: 3 clusters Score -1022364 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1022414.937500 Penalty: 4602.026367
	Iteration 14Q: 3 clusters Score -1022415 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1022466.812500 Penalty: 4602.026367
	Iteration 15Q: 3 clusters Score -1022467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1022524.937500 Penalty: 4602.026367
	Iteration 16Q: 3 clusters Score -1022525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1022575.187500 Penalty: 4602.026367
	Iteration 17Q: 3 clusters Score -1022575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1022631.187500 Penalty: 4602.026367
	Iteration 18Q: 3 clusters Score -1022631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1022677.125000 Penalty: 4602.026367
	Iteration 19Q: 3 clusters Score -1022677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1022705.687500 Penalty: 4602.026367
	Iteration 20F: 3 clusters Score -1022706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1022732.250000 Penalty: 4602.026367
	Iteration 21Q: 3 clusters Score -1022732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1022744.500000 Penalty: 4602.026367
	Iteration 22Q: 3 clusters Score -1022744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1022757.312500 Penalty: 4602.026367
	Iteration 23Q: 3 clusters Score -1022757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1022765.500000 Penalty: 4602.026367
	Iteration 24Q: 3 clusters Score -1022766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1022775.437500 Penalty: 4602.026367
	Iteration 25Q: 3 clusters Score -1022775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1022785.687500 Penalty: 4602.026367
	Iteration 26Q: 3 clusters Score -1022786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1022791.625000 Penalty: 4602.026367
	Iteration 27Q: 3 clusters Score -1022792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1022796.000000 Penalty: 4602.026367
	Iteration 28Q: 3 clusters Score -1022796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1022796.187500 Penalty: 4602.026367
	Iteration 29Q: 3 clusters Score -1022796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1022799.250000 Penalty: 4602.026367
	Iteration 30Q: 3 clusters Score -1022799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1022800.375000 Penalty: 4602.026367
	Iteration 31Q: 3 clusters Score -1022800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1022800.812500 Penalty: 4602.026367
	Iteration 32Q: 3 clusters Score -1022801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1022803.937500 Penalty: 4602.026367
	Iteration 33Q: 3 clusters Score -1022804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1022806.250000 Penalty: 4602.026367
	Iteration 34Q: 3 clusters Score -1022806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1022805.625000 Penalty: 4602.026367
	Iteration 35Q: 3 clusters Score -1022806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1022806.750000 Penalty: 4602.026367
	Iteration 36Q: 3 clusters Score -1022807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1022808.250000 Penalty: 4602.026367
	Iteration 37Q: 3 clusters Score -1022808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1022807.500000 Penalty: 4602.026367
	Iteration 38Q: 3 clusters Score -1022808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1022809.750000 Penalty: 4602.026367
	Iteration 39Q: 3 clusters Score -1022810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1022811.125000 Penalty: 4602.026367
	Iteration 40F: 3 clusters Score -1022811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1022811.125000 Penalty: 4602.026367
	Iteration 41Q: 3 clusters Score -1022811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1022810.312500 Penalty: 4602.026367
	Iteration 42Q: 3 clusters Score -1022810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1022812.750000 Penalty: 4602.026367
	Iteration 43Q: 3 clusters Score -1022813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1022810.687500 Penalty: 4602.026367
	Iteration 44Q: 3 clusters Score -1022811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1022814.625000 Penalty: 4602.026367
	Iteration 45Q: 3 clusters Score -1022815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1022813.250000 Penalty: 4602.026367
	Iteration 46Q: 3 clusters Score -1022813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1022814.312500 Penalty: 4602.026367
	Iteration 47Q: 3 clusters Score -1022814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1022814.812500 Penalty: 4602.026367
	Iteration 48Q: 3 clusters Score -1022815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1022814.875000 Penalty: 4602.026367
	Iteration 49Q: 3 clusters Score -1022815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1022815.125000 Penalty: 4602.026367
	Iteration 50Q: 3 clusters Score -1022815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1022815.250000 Penalty: 4602.026367
	Iteration 51Q: 3 clusters Score -1022815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1022815.375000 Penalty: 4602.026367
	Iteration 52Q: 3 clusters Score -1022815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1022815.000000 Penalty: 4602.026367
	Iteration 53Q: 3 clusters Score -1022815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1022816.375000 Penalty: 4602.026367
	Iteration 54Q: 3 clusters Score -1022816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1022815.250000 Penalty: 4602.026367
	Iteration 55Q: 3 clusters Score -1022815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1022814.687500 Penalty: 4602.026367
	Iteration 56Q: 3 clusters Score -1022815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1022814.687500 Penalty: 4602.026367
	Iteration 57F: 3 clusters Score -1022815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -230088.593750 Penalty: 2004.588989
	Iteration 0F: 2 clusters Score -230088.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -226800.406250 Penalty: 4009.177979
	Iteration 0F: 3 clusters Score -226800.4 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -227927.078125 Penalty: 4009.177979
	Iteration 1F: 3 clusters Score -227927.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -228494.656250 Penalty: 4009.177979
	Iteration 2F: 3 clusters Score -228494.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -228981.593750 Penalty: 4009.177979
	Iteration 3F: 3 clusters Score -228981.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -229289.359375 Penalty: 4009.177979
	Iteration 4F: 3 clusters Score -229289.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -229509.140625 Penalty: 4009.177979
	Iteration 5Q: 3 clusters Score -229509.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -229674.406250 Penalty: 4009.177979
	Iteration 6Q: 3 clusters Score -229674.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -229826.250000 Penalty: 4009.177979
	Iteration 7Q: 3 clusters Score -229826.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -229933.218750 Penalty: 4009.177979
	Iteration 8Q: 3 clusters Score -229933.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -230050.187500 Penalty: 4009.177979
	Iteration 9Q: 3 clusters Score -230050.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -230114.359375 Penalty: 4009.177979
	Iteration 10Q: 3 clusters Score -230114.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -230163.750000 Penalty: 4009.177979
	Iteration 11Q: 3 clusters Score -230163.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -230201.750000 Penalty: 4009.177979
	Iteration 12Q: 3 clusters Score -230201.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -230233.406250 Penalty: 4009.177979
	Iteration 13Q: 3 clusters Score -230233.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -230261.562500 Penalty: 4009.177979
	Iteration 14Q: 3 clusters Score -230261.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -230290.250000 Penalty: 4009.177979
	Iteration 15Q: 3 clusters Score -230290.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -230313.921875 Penalty: 4009.177979
	Iteration 16Q: 3 clusters Score -230313.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -230325.890625 Penalty: 4009.177979
	Iteration 17Q: 3 clusters Score -230325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -230336.406250 Penalty: 4009.177979
	Iteration 18Q: 3 clusters Score -230336.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -230349.281250 Penalty: 4009.177979
	Iteration 19Q: 3 clusters Score -230349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -230358.828125 Penalty: 4009.177979
	Iteration 20F: 3 clusters Score -230358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -230366.203125 Penalty: 4009.177979
	Iteration 21Q: 3 clusters Score -230366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -230368.531250 Penalty: 4009.177979
	Iteration 22Q: 3 clusters Score -230368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -230369.859375 Penalty: 4009.177979
	Iteration 23Q: 3 clusters Score -230369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -230370.968750 Penalty: 4009.177979
	Iteration 24Q: 3 clusters Score -230371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -230371.109375 Penalty: 4009.177979
	Iteration 25Q: 3 clusters Score -230371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -230371.109375 Penalty: 4009.177979
	Iteration 26F: 3 clusters Score -230371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 160871 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 37028 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 19294 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 59065 members 
Mstep: Class 22 contains 94051 members 
Mstep: Class 23 contains 76247 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 21103 members 
Mstep: Class 26 contains 19447 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 7188 members 
Mstep: Class 35 contains 21253 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9187 members 
Mstep: Class 38 contains 37470 members 
Mstep: Class 39 contains 92038 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 12820 members 
Mstep: Class 44 contains 5182 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10703 members 
Mstep: Class 47 contains 1537 members 
Mstep: Class 48 contains 14981 members 
Mstep: Class 49 contains 2471 members 
Mstep: Class 50 contains 14026 members 
Mstep: Class 51 contains 3235 members 
Mstep: Class 52 contains 7352 members 
Mstep: Class 53 contains 1702 members 
Entering Unmasked Estep 
Score: -84115984.000000 Penalty: 180372.406250
Splitting cluster 47 changes total score from -84115896.000000 to -84115984.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 48 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1435560.750000 Penalty: 2384.405518
	Iteration 0F: 2 clusters Score -1435561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1424698.375000 Penalty: 4768.811035
	Iteration 0F: 3 clusters Score -1424698 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1428066.000000 Penalty: 4768.811035
	Iteration 1F: 3 clusters Score -1428066 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1428486.375000 Penalty: 4768.811035
	Iteration 2F: 3 clusters Score -1428486 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1428848.750000 Penalty: 4768.811035
	Iteration 3F: 3 clusters Score -1428849 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1429165.875000 Penalty: 4768.811035
	Iteration 4Q: 3 clusters Score -1429166 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1429437.125000 Penalty: 4768.811035
	Iteration 5Q: 3 clusters Score -1429437 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1429721.875000 Penalty: 4768.811035
	Iteration 6Q: 3 clusters Score -1429722 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1430006.000000 Penalty: 4768.811035
	Iteration 7Q: 3 clusters Score -1430006 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1430355.000000 Penalty: 4768.811035
	Iteration 8Q: 3 clusters Score -1430355 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1430767.250000 Penalty: 4768.811035
	Iteration 9Q: 3 clusters Score -1430767 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1431193.625000 Penalty: 4768.811035
	Iteration 10Q: 3 clusters Score -1431194 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1431593.625000 Penalty: 4768.811035
	Iteration 11Q: 3 clusters Score -1431594 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1431941.000000 Penalty: 4768.811035
	Iteration 12Q: 3 clusters Score -1431941 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1432242.500000 Penalty: 4768.811035
	Iteration 13Q: 3 clusters Score -1432242 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1432555.750000 Penalty: 4768.811035
	Iteration 14Q: 3 clusters Score -1432556 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1432805.375000 Penalty: 4768.811035
	Iteration 15Q: 3 clusters Score -1432805 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1432989.875000 Penalty: 4768.811035
	Iteration 16Q: 3 clusters Score -1432990 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1433129.375000 Penalty: 4768.811035
	Iteration 17Q: 3 clusters Score -1433129 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1433259.000000 Penalty: 4768.811035
	Iteration 18Q: 3 clusters Score -1433259 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1433345.375000 Penalty: 4768.811035
	Iteration 19Q: 3 clusters Score -1433345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1433405.125000 Penalty: 4768.811035
	Iteration 20F: 3 clusters Score -1433405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1433446.375000 Penalty: 4768.811035
	Iteration 21Q: 3 clusters Score -1433446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1433479.750000 Penalty: 4768.811035
	Iteration 22Q: 3 clusters Score -1433480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1433508.625000 Penalty: 4768.811035
	Iteration 23Q: 3 clusters Score -1433509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1433528.000000 Penalty: 4768.811035
	Iteration 24Q: 3 clusters Score -1433528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1433538.500000 Penalty: 4768.811035
	Iteration 25Q: 3 clusters Score -1433538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1433551.875000 Penalty: 4768.811035
	Iteration 26Q: 3 clusters Score -1433552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1433561.250000 Penalty: 4768.811035
	Iteration 27Q: 3 clusters Score -1433561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1433563.750000 Penalty: 4768.811035
	Iteration 28Q: 3 clusters Score -1433564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1433568.875000 Penalty: 4768.811035
	Iteration 29Q: 3 clusters Score -1433569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1433566.875000 Penalty: 4768.811035
	Iteration 30Q: 3 clusters Score -1433567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1433565.625000 Penalty: 4768.811035
	Iteration 31Q: 3 clusters Score -1433566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1433566.875000 Penalty: 4768.811035
	Iteration 32Q: 3 clusters Score -1433567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1433574.750000 Penalty: 4768.811035
	Iteration 33Q: 3 clusters Score -1433575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1433576.875000 Penalty: 4768.811035
	Iteration 34Q: 3 clusters Score -1433577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1433576.750000 Penalty: 4768.811035
	Iteration 35Q: 3 clusters Score -1433577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1433578.625000 Penalty: 4768.811035
	Iteration 36Q: 3 clusters Score -1433579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1433579.500000 Penalty: 4768.811035
	Iteration 37Q: 3 clusters Score -1433580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1433582.250000 Penalty: 4768.811035
	Iteration 38Q: 3 clusters Score -1433582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1433584.875000 Penalty: 4768.811035
	Iteration 39Q: 3 clusters Score -1433585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1433584.250000 Penalty: 4768.811035
	Iteration 40F: 3 clusters Score -1433584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1433584.875000 Penalty: 4768.811035
	Iteration 41Q: 3 clusters Score -1433585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1433584.875000 Penalty: 4768.811035
	Iteration 42F: 3 clusters Score -1433585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -227887.031250 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -227887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224929.281250 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -224929.3 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -225633.843750 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -225633.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -225864.437500 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -225864.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226017.671875 Penalty: 3874.939697
	Iteration 3F: 3 clusters Score -226017.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226126.937500 Penalty: 3874.939697
	Iteration 4Q: 3 clusters Score -226126.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -226217.734375 Penalty: 3874.939697
	Iteration 5Q: 3 clusters Score -226217.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226275.531250 Penalty: 3874.939697
	Iteration 6Q: 3 clusters Score -226275.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -226332.000000 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -226332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -226402.468750 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -226402.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -226466.156250 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -226466.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -226507.156250 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -226507.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -226535.031250 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -226535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -226551.593750 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -226551.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -226565.296875 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -226565.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -226579.671875 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -226579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -226586.890625 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -226586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -226590.515625 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -226590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -226592.609375 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -226592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -226595.437500 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -226595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -226597.187500 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -226597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -226599.718750 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -226599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -226602.703125 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -226602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -226605.375000 Penalty: 3874.939697
	Iteration 22Q: 3 clusters Score -226605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -226605.843750 Penalty: 3874.939697
	Iteration 23Q: 3 clusters Score -226605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -226606.234375 Penalty: 3874.939697
	Iteration 24Q: 3 clusters Score -226606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -226606.359375 Penalty: 3874.939697
	Iteration 25Q: 3 clusters Score -226606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -226606.359375 Penalty: 3874.939697
	Iteration 26F: 3 clusters Score -226606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Entering Unmasked Estep 
Score: -1426273.250000 Penalty: 2368.069580
	Iteration 0F: 2 clusters Score -1426273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1416000.250000 Penalty: 4736.139160
	Iteration 0F: 3 clusters Score -1416000 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1419133.750000 Penalty: 4736.139160
	Iteration 1F: 3 clusters Score -1419134 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1419441.000000 Penalty: 4736.139160
	Iteration 2F: 3 clusters Score -1419441 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1419670.625000 Penalty: 4736.139160
	Iteration 3Q: 3 clusters Score -1419671 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1419850.875000 Penalty: 4736.139160
	Iteration 4Q: 3 clusters Score -1419851 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1419999.125000 Penalty: 4736.139160
	Iteration 5Q: 3 clusters Score -1419999 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1420137.250000 Penalty: 4736.139160
	Iteration 6Q: 3 clusters Score -1420137 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1420287.500000 Penalty: 4736.139160
	Iteration 7Q: 3 clusters Score -1420288 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1420448.125000 Penalty: 4736.139160
	Iteration 8Q: 3 clusters Score -1420448 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1420643.375000 Penalty: 4736.139160
	Iteration 9Q: 3 clusters Score -1420643 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1420904.375000 Penalty: 4736.139160
	Iteration 10Q: 3 clusters Score -1420904 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1421222.250000 Penalty: 4736.139160
	Iteration 11Q: 3 clusters Score -1421222 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1421607.000000 Penalty: 4736.139160
	Iteration 12Q: 3 clusters Score -1421607 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1422074.625000 Penalty: 4736.139160
	Iteration 13Q: 3 clusters Score -1422075 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1422575.125000 Penalty: 4736.139160
	Iteration 14Q: 3 clusters Score -1422575 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1423056.125000 Penalty: 4736.139160
	Iteration 15Q: 3 clusters Score -1423056 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1423462.875000 Penalty: 4736.139160
	Iteration 16Q: 3 clusters Score -1423463 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1423762.500000 Penalty: 4736.139160
	Iteration 17Q: 3 clusters Score -1423762 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1423946.500000 Penalty: 4736.139160
	Iteration 18Q: 3 clusters Score -1423946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1424073.375000 Penalty: 4736.139160
	Iteration 19Q: 3 clusters Score -1424073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1424163.625000 Penalty: 4736.139160
	Iteration 20F: 3 clusters Score -1424164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1424211.250000 Penalty: 4736.139160
	Iteration 21Q: 3 clusters Score -1424211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1424244.625000 Penalty: 4736.139160
	Iteration 22Q: 3 clusters Score -1424245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1424270.750000 Penalty: 4736.139160
	Iteration 23Q: 3 clusters Score -1424271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1424296.625000 Penalty: 4736.139160
	Iteration 24Q: 3 clusters Score -1424297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1424321.375000 Penalty: 4736.139160
	Iteration 25Q: 3 clusters Score -1424321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1424343.500000 Penalty: 4736.139160
	Iteration 26Q: 3 clusters Score -1424344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1424356.250000 Penalty: 4736.139160
	Iteration 27Q: 3 clusters Score -1424356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1424372.875000 Penalty: 4736.139160
	Iteration 28Q: 3 clusters Score -1424373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1424383.125000 Penalty: 4736.139160
	Iteration 29Q: 3 clusters Score -1424383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1424387.250000 Penalty: 4736.139160
	Iteration 30Q: 3 clusters Score -1424387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1424393.625000 Penalty: 4736.139160
	Iteration 31Q: 3 clusters Score -1424394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1424395.500000 Penalty: 4736.139160
	Iteration 32Q: 3 clusters Score -1424396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1424397.500000 Penalty: 4736.139160
	Iteration 33Q: 3 clusters Score -1424398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1424397.500000 Penalty: 4736.139160
	Iteration 34F: 3 clusters Score -1424398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 160871 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 37028 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 7679 members 
Mstep: Class 19 contains 19294 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 59065 members 
Mstep: Class 22 contains 94051 members 
Mstep: Class 23 contains 76247 members 
Mstep: Class 24 contains 5345 members 
Mstep: Class 25 contains 21103 members 
Mstep: Class 26 contains 19447 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 7188 members 
Mstep: Class 35 contains 21253 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9187 members 
Mstep: Class 38 contains 37470 members 
Mstep: Class 39 contains 92038 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 12820 members 
Mstep: Class 44 contains 5182 members 
Mstep: Class 45 contains 9197 members 
Mstep: Class 46 contains 10703 members 
Mstep: Class 47 contains 1537 members 
Mstep: Class 48 contains 14981 members 
Mstep: Class 49 contains 2471 members 
Mstep: Class 50 contains 14026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84117168.000000 Penalty: 180372.406250
Iteration 119Q: 54 clusters Score -8.411717e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4032 members 
Mstep: Class 3 contains 9614 members 
Mstep: Class 4 contains 11712 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 160757 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 36950 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 59022 members 
Mstep: Class 22 contains 94073 members 
Mstep: Class 23 contains 76166 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 21097 members 
Mstep: Class 26 contains 19438 members 
Mstep: Class 27 contains 16821 members 
Mstep: Class 28 contains 1984 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32667 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4204 members 
Mstep: Class 34 contains 7261 members 
Mstep: Class 35 contains 21432 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9183 members 
Mstep: Class 38 contains 37488 members 
Mstep: Class 39 contains 92308 members 
Mstep: Class 40 contains 2532 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 12920 members 
Mstep: Class 44 contains 5223 members 
Mstep: Class 45 contains 9224 members 
Mstep: Class 46 contains 10705 members 
Mstep: Class 47 contains 1725 members 
Mstep: Class 48 contains 14983 members 
Mstep: Class 49 contains 2452 members 
Mstep: Class 50 contains 14022 members 
Mstep: Class 51 contains 3067 members 
Mstep: Class 52 contains 7129 members 
Mstep: Class 53 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84118088.000000 Penalty: 180372.406250
Iteration 120F: 54 clusters Score -8.411809e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 11710 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 160638 members 
Mstep: Class 7 contains 3300 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3715 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 36856 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4625 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 7777 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 58962 members 
Mstep: Class 22 contains 94017 members 
Mstep: Class 23 contains 76089 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 21094 members 
Mstep: Class 26 contains 19433 members 
Mstep: Class 27 contains 16714 members 
Mstep: Class 28 contains 2008 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32660 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4187 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 21640 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9125 members 
Mstep: Class 38 contains 37360 members 
Mstep: Class 39 contains 92592 members 
Mstep: Class 40 contains 2520 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5881 members 
Mstep: Class 43 contains 12969 members 
Mstep: Class 44 contains 5231 members 
Mstep: Class 45 contains 9135 members 
Mstep: Class 46 contains 10705 members 
Mstep: Class 47 contains 1835 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 2435 members 
Mstep: Class 50 contains 14019 members 
Mstep: Class 51 contains 3113 members 
Mstep: Class 52 contains 7165 members 
Mstep: Class 53 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84118552.000000 Penalty: 180372.406250
Iteration 121Q: 54 clusters Score -8.411855e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 11709 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 160516 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 36753 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4625 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 18 contains 7788 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 5559 members 
Mstep: Class 21 contains 58899 members 
Mstep: Class 22 contains 93973 members 
Mstep: Class 23 contains 76019 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 21089 members 
Mstep: Class 26 contains 19418 members 
Mstep: Class 27 contains 16608 members 
Mstep: Class 28 contains 2016 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32657 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3559 members 
Mstep: Class 33 contains 4169 members 
Mstep: Class 34 contains 7268 members 
Mstep: Class 35 contains 21868 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9074 members 
Mstep: Class 38 contains 37297 members 
Mstep: Class 39 contains 92840 members 
Mstep: Class 40 contains 2513 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5875 members 
Mstep: Class 43 contains 13027 members 
Mstep: Class 44 contains 5246 members 
Mstep: Class 45 contains 9126 members 
Mstep: Class 46 contains 10714 members 
Mstep: Class 47 contains 1903 members 
Mstep: Class 48 contains 14977 members 
Mstep: Class 49 contains 2424 members 
Mstep: Class 50 contains 14013 members 
Mstep: Class 51 contains 3104 members 
Mstep: Class 52 contains 7153 members 
Mstep: Class 53 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119008.000000 Penalty: 180372.406250
Iteration 122Q: 54 clusters Score -8.411901e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 9675 members 
Mstep: Class 4 contains 11706 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 160394 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2696 members 
Mstep: Class 11 contains 36616 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 5525 members 
Mstep: Class 21 contains 58828 members 
Mstep: Class 22 contains 93976 members 
Mstep: Class 23 contains 75944 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 21088 members 
Mstep: Class 26 contains 19419 members 
Mstep: Class 27 contains 16505 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32652 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4141 members 
Mstep: Class 34 contains 7274 members 
Mstep: Class 35 contains 22090 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9036 members 
Mstep: Class 38 contains 37237 members 
Mstep: Class 39 contains 93102 members 
Mstep: Class 40 contains 2513 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5870 members 
Mstep: Class 43 contains 13062 members 
Mstep: Class 44 contains 5254 members 
Mstep: Class 45 contains 9135 members 
Mstep: Class 46 contains 10722 members 
Mstep: Class 47 contains 1956 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 2427 members 
Mstep: Class 50 contains 14010 members 
Mstep: Class 51 contains 3098 members 
Mstep: Class 52 contains 7138 members 
Mstep: Class 53 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119232.000000 Penalty: 180372.406250
Iteration 123Q: 54 clusters Score -8.411923e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 11704 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 160261 members 
Mstep: Class 7 contains 3287 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 2700 members 
Mstep: Class 11 contains 36478 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 13202 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7811 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 5496 members 
Mstep: Class 21 contains 58766 members 
Mstep: Class 22 contains 93988 members 
Mstep: Class 23 contains 75870 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 21085 members 
Mstep: Class 26 contains 19415 members 
Mstep: Class 27 contains 16399 members 
Mstep: Class 28 contains 2026 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32655 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4122 members 
Mstep: Class 34 contains 7272 members 
Mstep: Class 35 contains 22326 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 9011 members 
Mstep: Class 38 contains 37207 members 
Mstep: Class 39 contains 93340 members 
Mstep: Class 40 contains 2509 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5866 members 
Mstep: Class 43 contains 13093 members 
Mstep: Class 44 contains 5258 members 
Mstep: Class 45 contains 9129 members 
Mstep: Class 46 contains 10730 members 
Mstep: Class 47 contains 1994 members 
Mstep: Class 48 contains 14976 members 
Mstep: Class 49 contains 2425 members 
Mstep: Class 50 contains 14009 members 
Mstep: Class 51 contains 3095 members 
Mstep: Class 52 contains 7123 members 
Mstep: Class 53 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119200.000000 Penalty: 180372.406250
Iteration 124Q: 54 clusters Score -8.41192e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 11708 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 160152 members 
Mstep: Class 7 contains 3284 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 36337 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 13201 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 7818 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 5481 members 
Mstep: Class 21 contains 58719 members 
Mstep: Class 22 contains 93993 members 
Mstep: Class 23 contains 75799 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 21082 members 
Mstep: Class 26 contains 19399 members 
Mstep: Class 27 contains 16257 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32651 members 
Mstep: Class 31 contains 2941 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4114 members 
Mstep: Class 34 contains 7279 members 
Mstep: Class 35 contains 22581 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8998 members 
Mstep: Class 38 contains 37170 members 
Mstep: Class 39 contains 93567 members 
Mstep: Class 40 contains 2506 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5860 members 
Mstep: Class 43 contains 13123 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 9121 members 
Mstep: Class 46 contains 10745 members 
Mstep: Class 47 contains 2008 members 
Mstep: Class 48 contains 14976 members 
Mstep: Class 49 contains 2427 members 
Mstep: Class 50 contains 14003 members 
Mstep: Class 51 contains 3089 members 
Mstep: Class 52 contains 7111 members 
Mstep: Class 53 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119520.000000 Penalty: 180372.406250
Iteration 125Q: 54 clusters Score -8.411952e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 11706 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 160062 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 36193 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 3488 members 
Mstep: Class 15 contains 13201 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 58668 members 
Mstep: Class 22 contains 93996 members 
Mstep: Class 23 contains 75744 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 21078 members 
Mstep: Class 26 contains 19400 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32652 members 
Mstep: Class 31 contains 2941 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4104 members 
Mstep: Class 34 contains 7290 members 
Mstep: Class 35 contains 22839 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8988 members 
Mstep: Class 38 contains 37135 members 
Mstep: Class 39 contains 93761 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5848 members 
Mstep: Class 43 contains 13155 members 
Mstep: Class 44 contains 5276 members 
Mstep: Class 45 contains 9123 members 
Mstep: Class 46 contains 10754 members 
Mstep: Class 47 contains 2024 members 
Mstep: Class 48 contains 14981 members 
Mstep: Class 49 contains 2430 members 
Mstep: Class 50 contains 13997 members 
Mstep: Class 51 contains 3086 members 
Mstep: Class 52 contains 7099 members 
Mstep: Class 53 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119744.000000 Penalty: 180372.406250
Iteration 126Q: 54 clusters Score -8.411974e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 11702 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 159972 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 2706 members 
Mstep: Class 11 contains 36095 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3488 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 19308 members 
Mstep: Class 20 contains 5458 members 
Mstep: Class 21 contains 58622 members 
Mstep: Class 22 contains 94007 members 
Mstep: Class 23 contains 75693 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 19413 members 
Mstep: Class 27 contains 15936 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32642 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4092 members 
Mstep: Class 34 contains 7295 members 
Mstep: Class 35 contains 23090 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8988 members 
Mstep: Class 38 contains 37113 members 
Mstep: Class 39 contains 93921 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5835 members 
Mstep: Class 43 contains 13174 members 
Mstep: Class 44 contains 5286 members 
Mstep: Class 45 contains 9129 members 
Mstep: Class 46 contains 10765 members 
Mstep: Class 47 contains 2039 members 
Mstep: Class 48 contains 14984 members 
Mstep: Class 49 contains 2430 members 
Mstep: Class 50 contains 13994 members 
Mstep: Class 51 contains 3084 members 
Mstep: Class 52 contains 7086 members 
Mstep: Class 53 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119744.000000 Penalty: 180372.406250
Iteration 127Q: 54 clusters Score -8.411974e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 9756 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 159904 members 
Mstep: Class 7 contains 3279 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 2711 members 
Mstep: Class 11 contains 35968 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 13198 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 19321 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 58575 members 
Mstep: Class 22 contains 94021 members 
Mstep: Class 23 contains 75642 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 21050 members 
Mstep: Class 26 contains 19428 members 
Mstep: Class 27 contains 15773 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32642 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 7295 members 
Mstep: Class 35 contains 23336 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8974 members 
Mstep: Class 38 contains 37091 members 
Mstep: Class 39 contains 94070 members 
Mstep: Class 40 contains 2491 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5826 members 
Mstep: Class 43 contains 13199 members 
Mstep: Class 44 contains 5294 members 
Mstep: Class 45 contains 9133 members 
Mstep: Class 46 contains 10775 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 14987 members 
Mstep: Class 49 contains 2434 members 
Mstep: Class 50 contains 13993 members 
Mstep: Class 51 contains 3085 members 
Mstep: Class 52 contains 7071 members 
Mstep: Class 53 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119640.000000 Penalty: 180372.406250
Iteration 128Q: 54 clusters Score -8.411964e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 159827 members 
Mstep: Class 7 contains 3278 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 35858 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13196 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 19329 members 
Mstep: Class 20 contains 5418 members 
Mstep: Class 21 contains 58541 members 
Mstep: Class 22 contains 94021 members 
Mstep: Class 23 contains 75585 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 21040 members 
Mstep: Class 26 contains 19451 members 
Mstep: Class 27 contains 15606 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32644 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 7301 members 
Mstep: Class 35 contains 23571 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8958 members 
Mstep: Class 38 contains 37067 members 
Mstep: Class 39 contains 94206 members 
Mstep: Class 40 contains 2490 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5818 members 
Mstep: Class 43 contains 13217 members 
Mstep: Class 44 contains 5303 members 
Mstep: Class 45 contains 9141 members 
Mstep: Class 46 contains 10785 members 
Mstep: Class 47 contains 2057 members 
Mstep: Class 48 contains 14990 members 
Mstep: Class 49 contains 2436 members 
Mstep: Class 50 contains 13992 members 
Mstep: Class 51 contains 3085 members 
Mstep: Class 52 contains 7064 members 
Mstep: Class 53 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119720.000000 Penalty: 180372.406250
Iteration 129Q: 54 clusters Score -8.411972e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 159754 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 35752 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13196 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 19335 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 58515 members 
Mstep: Class 22 contains 94024 members 
Mstep: Class 23 contains 75538 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 19473 members 
Mstep: Class 27 contains 15437 members 
Mstep: Class 28 contains 2016 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32645 members 
Mstep: Class 31 contains 2940 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 7306 members 
Mstep: Class 35 contains 23800 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8956 members 
Mstep: Class 38 contains 37047 members 
Mstep: Class 39 contains 94338 members 
Mstep: Class 40 contains 2489 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5809 members 
Mstep: Class 43 contains 13232 members 
Mstep: Class 44 contains 5308 members 
Mstep: Class 45 contains 9140 members 
Mstep: Class 46 contains 10793 members 
Mstep: Class 47 contains 2070 members 
Mstep: Class 48 contains 14993 members 
Mstep: Class 49 contains 2445 members 
Mstep: Class 50 contains 13992 members 
Mstep: Class 51 contains 3084 members 
Mstep: Class 52 contains 7056 members 
Mstep: Class 53 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119944.000000 Penalty: 180372.406250
Iteration 130Q: 54 clusters Score -8.411994e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 159669 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 2736 members 
Mstep: Class 11 contains 35672 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13196 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 19339 members 
Mstep: Class 20 contains 5391 members 
Mstep: Class 21 contains 58486 members 
Mstep: Class 22 contains 94029 members 
Mstep: Class 23 contains 75486 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 21038 members 
Mstep: Class 26 contains 19496 members 
Mstep: Class 27 contains 15217 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32644 members 
Mstep: Class 31 contains 2939 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 7308 members 
Mstep: Class 35 contains 24053 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8959 members 
Mstep: Class 38 contains 37026 members 
Mstep: Class 39 contains 94481 members 
Mstep: Class 40 contains 2489 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5798 members 
Mstep: Class 43 contains 13250 members 
Mstep: Class 44 contains 5318 members 
Mstep: Class 45 contains 9146 members 
Mstep: Class 46 contains 10800 members 
Mstep: Class 47 contains 2074 members 
Mstep: Class 48 contains 14995 members 
Mstep: Class 49 contains 2452 members 
Mstep: Class 50 contains 13990 members 
Mstep: Class 51 contains 3083 members 
Mstep: Class 52 contains 7042 members 
Mstep: Class 53 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119936.000000 Penalty: 180372.406250
Iteration 131Q: 54 clusters Score -8.411994e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3948 members 
Mstep: Class 3 contains 9803 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 159583 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 35580 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13196 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 19351 members 
Mstep: Class 20 contains 5381 members 
Mstep: Class 21 contains 58453 members 
Mstep: Class 22 contains 94048 members 
Mstep: Class 23 contains 75430 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 21035 members 
Mstep: Class 26 contains 19515 members 
Mstep: Class 27 contains 15011 members 
Mstep: Class 28 contains 2012 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32643 members 
Mstep: Class 31 contains 2937 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 7310 members 
Mstep: Class 35 contains 24300 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8963 members 
Mstep: Class 38 contains 37010 members 
Mstep: Class 39 contains 94637 members 
Mstep: Class 40 contains 2489 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5784 members 
Mstep: Class 43 contains 13268 members 
Mstep: Class 44 contains 5326 members 
Mstep: Class 45 contains 9148 members 
Mstep: Class 46 contains 10807 members 
Mstep: Class 47 contains 2076 members 
Mstep: Class 48 contains 14993 members 
Mstep: Class 49 contains 2465 members 
Mstep: Class 50 contains 13989 members 
Mstep: Class 51 contains 3082 members 
Mstep: Class 52 contains 7037 members 
Mstep: Class 53 contains 2486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120176.000000 Penalty: 180372.406250
Iteration 132Q: 54 clusters Score -8.412018e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 9811 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 159482 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 35475 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13195 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 19370 members 
Mstep: Class 20 contains 5378 members 
Mstep: Class 21 contains 58420 members 
Mstep: Class 22 contains 94058 members 
Mstep: Class 23 contains 75376 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 21028 members 
Mstep: Class 26 contains 19538 members 
Mstep: Class 27 contains 14790 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32639 members 
Mstep: Class 31 contains 2936 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4037 members 
Mstep: Class 34 contains 7310 members 
Mstep: Class 35 contains 24584 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8958 members 
Mstep: Class 38 contains 37002 members 
Mstep: Class 39 contains 94811 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5778 members 
Mstep: Class 43 contains 13277 members 
Mstep: Class 44 contains 5333 members 
Mstep: Class 45 contains 9147 members 
Mstep: Class 46 contains 10812 members 
Mstep: Class 47 contains 2081 members 
Mstep: Class 48 contains 14993 members 
Mstep: Class 49 contains 2472 members 
Mstep: Class 50 contains 13989 members 
Mstep: Class 51 contains 3082 members 
Mstep: Class 52 contains 7032 members 
Mstep: Class 53 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120240.000000 Penalty: 180372.406250
Iteration 133Q: 54 clusters Score -8.412024e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 9822 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 159368 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 35359 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13195 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 19381 members 
Mstep: Class 20 contains 5376 members 
Mstep: Class 21 contains 58395 members 
Mstep: Class 22 contains 94057 members 
Mstep: Class 23 contains 75316 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 21017 members 
Mstep: Class 26 contains 19561 members 
Mstep: Class 27 contains 14573 members 
Mstep: Class 28 contains 2008 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32633 members 
Mstep: Class 31 contains 2934 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4018 members 
Mstep: Class 34 contains 7312 members 
Mstep: Class 35 contains 24863 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8957 members 
Mstep: Class 38 contains 36988 members 
Mstep: Class 39 contains 95002 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5777 members 
Mstep: Class 43 contains 13289 members 
Mstep: Class 44 contains 5341 members 
Mstep: Class 45 contains 9145 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2083 members 
Mstep: Class 48 contains 14992 members 
Mstep: Class 49 contains 2485 members 
Mstep: Class 50 contains 13990 members 
Mstep: Class 51 contains 3082 members 
Mstep: Class 52 contains 7034 members 
Mstep: Class 53 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120240.000000 Penalty: 180372.406250
Iteration 134Q: 54 clusters Score -8.412024e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 9833 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 159265 members 
Mstep: Class 7 contains 3272 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 35232 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 19397 members 
Mstep: Class 20 contains 5371 members 
Mstep: Class 21 contains 58370 members 
Mstep: Class 22 contains 94057 members 
Mstep: Class 23 contains 75274 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 21008 members 
Mstep: Class 26 contains 19598 members 
Mstep: Class 27 contains 14335 members 
Mstep: Class 28 contains 2008 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32632 members 
Mstep: Class 31 contains 2933 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 4002 members 
Mstep: Class 34 contains 7310 members 
Mstep: Class 35 contains 25158 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8950 members 
Mstep: Class 38 contains 36972 members 
Mstep: Class 39 contains 95168 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5776 members 
Mstep: Class 43 contains 13304 members 
Mstep: Class 44 contains 5344 members 
Mstep: Class 45 contains 9147 members 
Mstep: Class 46 contains 10828 members 
Mstep: Class 47 contains 2090 members 
Mstep: Class 48 contains 14996 members 
Mstep: Class 49 contains 2496 members 
Mstep: Class 50 contains 13988 members 
Mstep: Class 51 contains 3083 members 
Mstep: Class 52 contains 7031 members 
Mstep: Class 53 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120560.000000 Penalty: 180372.406250
Iteration 135Q: 54 clusters Score -8.412056e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 9841 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 159164 members 
Mstep: Class 7 contains 3271 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 35126 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13191 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3494 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19412 members 
Mstep: Class 20 contains 5365 members 
Mstep: Class 21 contains 58346 members 
Mstep: Class 22 contains 94082 members 
Mstep: Class 23 contains 75237 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20999 members 
Mstep: Class 26 contains 19640 members 
Mstep: Class 27 contains 14070 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32630 members 
Mstep: Class 31 contains 2933 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3987 members 
Mstep: Class 34 contains 7309 members 
Mstep: Class 35 contains 25451 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36960 members 
Mstep: Class 39 contains 95310 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5776 members 
Mstep: Class 43 contains 13308 members 
Mstep: Class 44 contains 5351 members 
Mstep: Class 45 contains 9150 members 
Mstep: Class 46 contains 10840 members 
Mstep: Class 47 contains 2096 members 
Mstep: Class 48 contains 15000 members 
Mstep: Class 49 contains 2515 members 
Mstep: Class 50 contains 13984 members 
Mstep: Class 51 contains 3083 members 
Mstep: Class 52 contains 7026 members 
Mstep: Class 53 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120720.000000 Penalty: 180372.406250
Iteration 136Q: 54 clusters Score -8.412072e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 159079 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3775 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 35002 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13189 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19423 members 
Mstep: Class 20 contains 5360 members 
Mstep: Class 21 contains 58320 members 
Mstep: Class 22 contains 94097 members 
Mstep: Class 23 contains 75190 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20994 members 
Mstep: Class 26 contains 19687 members 
Mstep: Class 27 contains 13796 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2933 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3962 members 
Mstep: Class 34 contains 7311 members 
Mstep: Class 35 contains 25770 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8945 members 
Mstep: Class 38 contains 36950 members 
Mstep: Class 39 contains 95454 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5772 members 
Mstep: Class 43 contains 13316 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10845 members 
Mstep: Class 47 contains 2098 members 
Mstep: Class 48 contains 15000 members 
Mstep: Class 49 contains 2543 members 
Mstep: Class 50 contains 13981 members 
Mstep: Class 51 contains 3083 members 
Mstep: Class 52 contains 7019 members 
Mstep: Class 53 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120664.000000 Penalty: 180372.406250
Iteration 137Q: 54 clusters Score -8.412066e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 11685 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 159002 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3779 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 34863 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13187 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19424 members 
Mstep: Class 20 contains 5356 members 
Mstep: Class 21 contains 58306 members 
Mstep: Class 22 contains 94128 members 
Mstep: Class 23 contains 75147 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20990 members 
Mstep: Class 26 contains 19731 members 
Mstep: Class 27 contains 13548 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3928 members 
Mstep: Class 34 contains 7313 members 
Mstep: Class 35 contains 26085 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 36939 members 
Mstep: Class 39 contains 95570 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 13325 members 
Mstep: Class 44 contains 5360 members 
Mstep: Class 45 contains 9156 members 
Mstep: Class 46 contains 10851 members 
Mstep: Class 47 contains 2102 members 
Mstep: Class 48 contains 14996 members 
Mstep: Class 49 contains 2581 members 
Mstep: Class 50 contains 13975 members 
Mstep: Class 51 contains 3082 members 
Mstep: Class 52 contains 7018 members 
Mstep: Class 53 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120624.000000 Penalty: 180372.406250
Iteration 138Q: 54 clusters Score -8.412062e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 158916 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3783 members 
Mstep: Class 10 contains 2786 members 
Mstep: Class 11 contains 34738 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19443 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 58296 members 
Mstep: Class 22 contains 94149 members 
Mstep: Class 23 contains 75112 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20983 members 
Mstep: Class 26 contains 19758 members 
Mstep: Class 27 contains 13299 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 7314 members 
Mstep: Class 35 contains 26397 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8954 members 
Mstep: Class 38 contains 36928 members 
Mstep: Class 39 contains 95679 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5768 members 
Mstep: Class 43 contains 13335 members 
Mstep: Class 44 contains 5365 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10857 members 
Mstep: Class 47 contains 2106 members 
Mstep: Class 48 contains 14995 members 
Mstep: Class 49 contains 2631 members 
Mstep: Class 50 contains 13973 members 
Mstep: Class 51 contains 3080 members 
Mstep: Class 52 contains 7016 members 
Mstep: Class 53 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120704.000000 Penalty: 180372.406250
Iteration 139Q: 54 clusters Score -8.41207e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 9878 members 
Mstep: Class 4 contains 11690 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 158836 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 2792 members 
Mstep: Class 11 contains 34592 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19459 members 
Mstep: Class 20 contains 5347 members 
Mstep: Class 21 contains 58284 members 
Mstep: Class 22 contains 94148 members 
Mstep: Class 23 contains 75073 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20979 members 
Mstep: Class 26 contains 19781 members 
Mstep: Class 27 contains 13048 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32619 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 7316 members 
Mstep: Class 35 contains 26723 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8950 members 
Mstep: Class 38 contains 36915 members 
Mstep: Class 39 contains 95812 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5766 members 
Mstep: Class 43 contains 13346 members 
Mstep: Class 44 contains 5371 members 
Mstep: Class 45 contains 9158 members 
Mstep: Class 46 contains 10866 members 
Mstep: Class 47 contains 2111 members 
Mstep: Class 48 contains 14994 members 
Mstep: Class 49 contains 2693 members 
Mstep: Class 50 contains 13974 members 
Mstep: Class 51 contains 3079 members 
Mstep: Class 52 contains 7012 members 
Mstep: Class 53 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120832.000000 Penalty: 180372.406250
Iteration 140F: 54 clusters Score -8.412083e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 9884 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158765 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 34469 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19478 members 
Mstep: Class 20 contains 5345 members 
Mstep: Class 21 contains 58264 members 
Mstep: Class 22 contains 94161 members 
Mstep: Class 23 contains 75049 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20969 members 
Mstep: Class 26 contains 19820 members 
Mstep: Class 27 contains 12833 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3755 members 
Mstep: Class 34 contains 7318 members 
Mstep: Class 35 contains 26988 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 36912 members 
Mstep: Class 39 contains 95915 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5766 members 
Mstep: Class 43 contains 13349 members 
Mstep: Class 44 contains 5371 members 
Mstep: Class 45 contains 9156 members 
Mstep: Class 46 contains 10872 members 
Mstep: Class 47 contains 2116 members 
Mstep: Class 48 contains 14994 members 
Mstep: Class 49 contains 2761 members 
Mstep: Class 50 contains 13973 members 
Mstep: Class 51 contains 3079 members 
Mstep: Class 52 contains 7010 members 
Mstep: Class 53 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120976.000000 Penalty: 180372.406250
Iteration 141Q: 54 clusters Score -8.412098e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3980 members 
Mstep: Class 3 contains 9883 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158699 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 34327 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19497 members 
Mstep: Class 20 contains 5339 members 
Mstep: Class 21 contains 58246 members 
Mstep: Class 22 contains 94178 members 
Mstep: Class 23 contains 75019 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20962 members 
Mstep: Class 26 contains 19870 members 
Mstep: Class 27 contains 12653 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3689 members 
Mstep: Class 34 contains 7319 members 
Mstep: Class 35 contains 27222 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8952 members 
Mstep: Class 38 contains 36907 members 
Mstep: Class 39 contains 96014 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5765 members 
Mstep: Class 43 contains 13355 members 
Mstep: Class 44 contains 5373 members 
Mstep: Class 45 contains 9155 members 
Mstep: Class 46 contains 10879 members 
Mstep: Class 47 contains 2124 members 
Mstep: Class 48 contains 14994 members 
Mstep: Class 49 contains 2832 members 
Mstep: Class 50 contains 13974 members 
Mstep: Class 51 contains 3079 members 
Mstep: Class 52 contains 7007 members 
Mstep: Class 53 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121464.000000 Penalty: 180372.406250
Iteration 142Q: 54 clusters Score -8.412146e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 9889 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158633 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 34185 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19511 members 
Mstep: Class 20 contains 5333 members 
Mstep: Class 21 contains 58232 members 
Mstep: Class 22 contains 94192 members 
Mstep: Class 23 contains 74996 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20955 members 
Mstep: Class 26 contains 19909 members 
Mstep: Class 27 contains 12501 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 7320 members 
Mstep: Class 35 contains 27437 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8949 members 
Mstep: Class 38 contains 36899 members 
Mstep: Class 39 contains 96114 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 13362 members 
Mstep: Class 44 contains 5383 members 
Mstep: Class 45 contains 9158 members 
Mstep: Class 46 contains 10876 members 
Mstep: Class 47 contains 2131 members 
Mstep: Class 48 contains 14993 members 
Mstep: Class 49 contains 2906 members 
Mstep: Class 50 contains 13971 members 
Mstep: Class 51 contains 3079 members 
Mstep: Class 52 contains 7002 members 
Mstep: Class 53 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121576.000000 Penalty: 180372.406250
Iteration 143Q: 54 clusters Score -8.412158e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 9891 members 
Mstep: Class 4 contains 11690 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158568 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 34028 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19528 members 
Mstep: Class 20 contains 5332 members 
Mstep: Class 21 contains 58223 members 
Mstep: Class 22 contains 94206 members 
Mstep: Class 23 contains 74966 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20952 members 
Mstep: Class 26 contains 19959 members 
Mstep: Class 27 contains 12354 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3576 members 
Mstep: Class 34 contains 7320 members 
Mstep: Class 35 contains 27636 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8947 members 
Mstep: Class 38 contains 36893 members 
Mstep: Class 39 contains 96212 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 13367 members 
Mstep: Class 44 contains 5388 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10874 members 
Mstep: Class 47 contains 2143 members 
Mstep: Class 48 contains 14989 members 
Mstep: Class 49 contains 2956 members 
Mstep: Class 50 contains 13972 members 
Mstep: Class 51 contains 3079 members 
Mstep: Class 52 contains 6999 members 
Mstep: Class 53 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121928.000000 Penalty: 180372.406250
Iteration 144Q: 54 clusters Score -8.412193e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 9888 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 158509 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3790 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 33887 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19544 members 
Mstep: Class 20 contains 5330 members 
Mstep: Class 21 contains 58214 members 
Mstep: Class 22 contains 94228 members 
Mstep: Class 23 contains 74937 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 20945 members 
Mstep: Class 26 contains 20007 members 
Mstep: Class 27 contains 12227 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3558 members 
Mstep: Class 33 contains 3553 members 
Mstep: Class 34 contains 7321 members 
Mstep: Class 35 contains 27816 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8958 members 
Mstep: Class 38 contains 36887 members 
Mstep: Class 39 contains 96299 members 
Mstep: Class 40 contains 2483 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5760 members 
Mstep: Class 43 contains 13374 members 
Mstep: Class 44 contains 5395 members 
Mstep: Class 45 contains 9160 members 
Mstep: Class 46 contains 10871 members 
Mstep: Class 47 contains 2148 members 
Mstep: Class 48 contains 14989 members 
Mstep: Class 49 contains 2977 members 
Mstep: Class 50 contains 13971 members 
Mstep: Class 51 contains 3078 members 
Mstep: Class 52 contains 6994 members 
Mstep: Class 53 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121768.000000 Penalty: 180372.406250
Iteration 145Q: 54 clusters Score -8.412177e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9890 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 158453 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3793 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 33753 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19559 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 58205 members 
Mstep: Class 22 contains 94260 members 
Mstep: Class 23 contains 74910 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 20940 members 
Mstep: Class 26 contains 20045 members 
Mstep: Class 27 contains 12118 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3537 members 
Mstep: Class 34 contains 7322 members 
Mstep: Class 35 contains 27983 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8962 members 
Mstep: Class 38 contains 36881 members 
Mstep: Class 39 contains 96379 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5756 members 
Mstep: Class 43 contains 13385 members 
Mstep: Class 44 contains 5398 members 
Mstep: Class 45 contains 9162 members 
Mstep: Class 46 contains 10874 members 
Mstep: Class 47 contains 2151 members 
Mstep: Class 48 contains 14988 members 
Mstep: Class 49 contains 2986 members 
Mstep: Class 50 contains 13969 members 
Mstep: Class 51 contains 3077 members 
Mstep: Class 52 contains 6987 members 
Mstep: Class 53 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122048.000000 Penalty: 180372.406250
Iteration 146Q: 54 clusters Score -8.412205e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3990 members 
Mstep: Class 3 contains 9889 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 158419 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 33647 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 5324 members 
Mstep: Class 21 contains 58193 members 
Mstep: Class 22 contains 94309 members 
Mstep: Class 23 contains 74885 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 20929 members 
Mstep: Class 26 contains 20078 members 
Mstep: Class 27 contains 12018 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3520 members 
Mstep: Class 34 contains 7323 members 
Mstep: Class 35 contains 28126 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8963 members 
Mstep: Class 38 contains 36877 members 
Mstep: Class 39 contains 96432 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13397 members 
Mstep: Class 44 contains 5402 members 
Mstep: Class 45 contains 9165 members 
Mstep: Class 46 contains 10881 members 
Mstep: Class 47 contains 2153 members 
Mstep: Class 48 contains 14991 members 
Mstep: Class 49 contains 2999 members 
Mstep: Class 50 contains 13965 members 
Mstep: Class 51 contains 3076 members 
Mstep: Class 52 contains 6982 members 
Mstep: Class 53 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121960.000000 Penalty: 180372.406250
Iteration 147Q: 54 clusters Score -8.412196e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 9893 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3269 members 
Mstep: Class 6 contains 158381 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 33534 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19582 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 58182 members 
Mstep: Class 22 contains 94342 members 
Mstep: Class 23 contains 74860 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20916 members 
Mstep: Class 26 contains 20110 members 
Mstep: Class 27 contains 11930 members 
Mstep: Class 28 contains 2003 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32606 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3513 members 
Mstep: Class 34 contains 7326 members 
Mstep: Class 35 contains 28266 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8966 members 
Mstep: Class 38 contains 36871 members 
Mstep: Class 39 contains 96490 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13404 members 
Mstep: Class 44 contains 5407 members 
Mstep: Class 45 contains 9162 members 
Mstep: Class 46 contains 10885 members 
Mstep: Class 47 contains 2154 members 
Mstep: Class 48 contains 14997 members 
Mstep: Class 49 contains 3005 members 
Mstep: Class 50 contains 13962 members 
Mstep: Class 51 contains 3076 members 
Mstep: Class 52 contains 6980 members 
Mstep: Class 53 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122136.000000 Penalty: 180372.406250
Iteration 148Q: 54 clusters Score -8.412214e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 9897 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 158336 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 2848 members 
Mstep: Class 11 contains 33448 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19583 members 
Mstep: Class 20 contains 5315 members 
Mstep: Class 21 contains 58173 members 
Mstep: Class 22 contains 94372 members 
Mstep: Class 23 contains 74821 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20910 members 
Mstep: Class 26 contains 20148 members 
Mstep: Class 27 contains 11832 members 
Mstep: Class 28 contains 2003 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3508 members 
Mstep: Class 34 contains 7327 members 
Mstep: Class 35 contains 28403 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8964 members 
Mstep: Class 38 contains 36866 members 
Mstep: Class 39 contains 96558 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13407 members 
Mstep: Class 44 contains 5413 members 
Mstep: Class 45 contains 9162 members 
Mstep: Class 46 contains 10888 members 
Mstep: Class 47 contains 2155 members 
Mstep: Class 48 contains 15000 members 
Mstep: Class 49 contains 3007 members 
Mstep: Class 50 contains 13958 members 
Mstep: Class 51 contains 3076 members 
Mstep: Class 52 contains 6976 members 
Mstep: Class 53 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122248.000000 Penalty: 180372.406250
Iteration 149Q: 54 clusters Score -8.412225e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 158298 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3795 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 33364 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19582 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 58163 members 
Mstep: Class 22 contains 94387 members 
Mstep: Class 23 contains 74790 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20909 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 11740 members 
Mstep: Class 28 contains 2003 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32603 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3499 members 
Mstep: Class 34 contains 7328 members 
Mstep: Class 35 contains 28542 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8965 members 
Mstep: Class 38 contains 36860 members 
Mstep: Class 39 contains 96627 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13417 members 
Mstep: Class 44 contains 5418 members 
Mstep: Class 45 contains 9161 members 
Mstep: Class 46 contains 10892 members 
Mstep: Class 47 contains 2156 members 
Mstep: Class 48 contains 15002 members 
Mstep: Class 49 contains 3009 members 
Mstep: Class 50 contains 13955 members 
Mstep: Class 51 contains 3076 members 
Mstep: Class 52 contains 6971 members 
Mstep: Class 53 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122304.000000 Penalty: 180372.406250
Iteration 150Q: 54 clusters Score -8.41223e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9901 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 158260 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3799 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 33269 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19577 members 
Mstep: Class 20 contains 5308 members 
Mstep: Class 21 contains 58148 members 
Mstep: Class 22 contains 94405 members 
Mstep: Class 23 contains 74769 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20905 members 
Mstep: Class 26 contains 20195 members 
Mstep: Class 27 contains 11658 members 
Mstep: Class 28 contains 2003 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32604 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 7331 members 
Mstep: Class 35 contains 28692 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8963 members 
Mstep: Class 38 contains 36847 members 
Mstep: Class 39 contains 96674 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13436 members 
Mstep: Class 44 contains 5420 members 
Mstep: Class 45 contains 9163 members 
Mstep: Class 46 contains 10896 members 
Mstep: Class 47 contains 2156 members 
Mstep: Class 48 contains 15005 members 
Mstep: Class 49 contains 3011 members 
Mstep: Class 50 contains 13954 members 
Mstep: Class 51 contains 3076 members 
Mstep: Class 52 contains 6965 members 
Mstep: Class 53 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122200.000000 Penalty: 180372.406250
Iteration 151Q: 54 clusters Score -8.41222e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9900 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 158208 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3801 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 33184 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19587 members 
Mstep: Class 20 contains 5306 members 
Mstep: Class 21 contains 58132 members 
Mstep: Class 22 contains 94432 members 
Mstep: Class 23 contains 74745 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20899 members 
Mstep: Class 26 contains 20213 members 
Mstep: Class 27 contains 11598 members 
Mstep: Class 28 contains 2003 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32601 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3492 members 
Mstep: Class 34 contains 7335 members 
Mstep: Class 35 contains 28814 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8958 members 
Mstep: Class 38 contains 36832 members 
Mstep: Class 39 contains 96738 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5747 members 
Mstep: Class 43 contains 13448 members 
Mstep: Class 44 contains 5424 members 
Mstep: Class 45 contains 9164 members 
Mstep: Class 46 contains 10901 members 
Mstep: Class 47 contains 2157 members 
Mstep: Class 48 contains 15004 members 
Mstep: Class 49 contains 3012 members 
Mstep: Class 50 contains 13950 members 
Mstep: Class 51 contains 3076 members 
Mstep: Class 52 contains 6963 members 
Mstep: Class 53 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122320.000000 Penalty: 180372.406250
Iteration 152Q: 54 clusters Score -8.412232e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 158156 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 33096 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19594 members 
Mstep: Class 20 contains 5301 members 
Mstep: Class 21 contains 58114 members 
Mstep: Class 22 contains 94447 members 
Mstep: Class 23 contains 74725 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20895 members 
Mstep: Class 26 contains 20232 members 
Mstep: Class 27 contains 11548 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3489 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 28932 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8949 members 
Mstep: Class 38 contains 36823 members 
Mstep: Class 39 contains 96810 members 
Mstep: Class 40 contains 2482 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5747 members 
Mstep: Class 43 contains 13457 members 
Mstep: Class 44 contains 5427 members 
Mstep: Class 45 contains 9168 members 
Mstep: Class 46 contains 10901 members 
Mstep: Class 47 contains 2158 members 
Mstep: Class 48 contains 15004 members 
Mstep: Class 49 contains 3012 members 
Mstep: Class 50 contains 13947 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6964 members 
Mstep: Class 53 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122384.000000 Penalty: 180372.406250
Iteration 153Q: 54 clusters Score -8.412238e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 158100 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2867 members 
Mstep: Class 11 contains 33029 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19601 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 58101 members 
Mstep: Class 22 contains 94453 members 
Mstep: Class 23 contains 74708 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20890 members 
Mstep: Class 26 contains 20251 members 
Mstep: Class 27 contains 11495 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3485 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29031 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36822 members 
Mstep: Class 39 contains 96890 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5745 members 
Mstep: Class 43 contains 13465 members 
Mstep: Class 44 contains 5428 members 
Mstep: Class 45 contains 9167 members 
Mstep: Class 46 contains 10902 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15007 members 
Mstep: Class 49 contains 3014 members 
Mstep: Class 50 contains 13944 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6962 members 
Mstep: Class 53 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122312.000000 Penalty: 180372.406250
Iteration 154Q: 54 clusters Score -8.412231e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 9898 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 3264 members 
Mstep: Class 6 contains 158060 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2872 members 
Mstep: Class 11 contains 32988 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19605 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 58089 members 
Mstep: Class 22 contains 94455 members 
Mstep: Class 23 contains 74678 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20886 members 
Mstep: Class 26 contains 20274 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3484 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29118 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36822 members 
Mstep: Class 39 contains 96956 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5745 members 
Mstep: Class 43 contains 13468 members 
Mstep: Class 44 contains 5429 members 
Mstep: Class 45 contains 9163 members 
Mstep: Class 46 contains 10899 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3015 members 
Mstep: Class 50 contains 13940 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6958 members 
Mstep: Class 53 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122288.000000 Penalty: 180372.406250
Iteration 155Q: 54 clusters Score -8.412229e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 9901 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 158019 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2876 members 
Mstep: Class 11 contains 32940 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19616 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 58091 members 
Mstep: Class 22 contains 94455 members 
Mstep: Class 23 contains 74640 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20884 members 
Mstep: Class 26 contains 20289 members 
Mstep: Class 27 contains 11388 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32595 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3479 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36821 members 
Mstep: Class 39 contains 97029 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13469 members 
Mstep: Class 44 contains 5432 members 
Mstep: Class 45 contains 9160 members 
Mstep: Class 46 contains 10894 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3016 members 
Mstep: Class 50 contains 13937 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6952 members 
Mstep: Class 53 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122256.000000 Penalty: 180372.406250
Iteration 156Q: 54 clusters Score -8.412226e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 3263 members 
Mstep: Class 6 contains 157983 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 32890 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19625 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 58089 members 
Mstep: Class 22 contains 94447 members 
Mstep: Class 23 contains 74610 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 20878 members 
Mstep: Class 26 contains 20302 members 
Mstep: Class 27 contains 11326 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32592 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3473 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29293 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36821 members 
Mstep: Class 39 contains 97102 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13473 members 
Mstep: Class 44 contains 5440 members 
Mstep: Class 45 contains 9160 members 
Mstep: Class 46 contains 10896 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15009 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13936 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6947 members 
Mstep: Class 53 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122368.000000 Penalty: 180372.406250
Iteration 157Q: 54 clusters Score -8.412237e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 157951 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 32830 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19625 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 58083 members 
Mstep: Class 22 contains 94444 members 
Mstep: Class 23 contains 74579 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20878 members 
Mstep: Class 26 contains 20312 members 
Mstep: Class 27 contains 11261 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32595 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29396 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 36816 members 
Mstep: Class 39 contains 97172 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13477 members 
Mstep: Class 44 contains 5451 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10894 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3016 members 
Mstep: Class 50 contains 13935 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6939 members 
Mstep: Class 53 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122368.000000 Penalty: 180372.406250
Iteration 158Q: 54 clusters Score -8.412237e+07 nChanged 404
Entering ConstructFrom: 
Score: -84122368.000000 Penalty: 180372.406250
Entering ConstructFrom: 
Trying to split cluster 1 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -28842.228516 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -28842.23 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 197 members 
Entering Unmasked Estep 
Score: -27620.613281 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -27620.61 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27878.197266 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -27878.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28060.445312 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -28060.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28222.462891 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -28222.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28426.404297 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -28426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28514.720703 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -28514.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28551.662109 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -28551.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28554.400391 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -28554.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28554.400391 Penalty: 2943.707520
	Iteration 8F: 3 clusters Score -28554.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -331969.062500 Penalty: 2056.614258
	Iteration 0F: 2 clusters Score -331969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -328085.062500 Penalty: 4113.228516
	Iteration 0F: 3 clusters Score -328085.1 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -329122.875000 Penalty: 4113.228516
	Iteration 1F: 3 clusters Score -329122.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -329532.031250 Penalty: 4113.228516
	Iteration 2F: 3 clusters Score -329532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -329918.187500 Penalty: 4113.228516
	Iteration 3F: 3 clusters Score -329918.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -330196.406250 Penalty: 4113.228516
	Iteration 4F: 3 clusters Score -330196.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -330439.312500 Penalty: 4113.228516
	Iteration 5F: 3 clusters Score -330439.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -330621.687500 Penalty: 4113.228516
	Iteration 6Q: 3 clusters Score -330621.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -330779.156250 Penalty: 4113.228516
	Iteration 7Q: 3 clusters Score -330779.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -330916.500000 Penalty: 4113.228516
	Iteration 8Q: 3 clusters Score -330916.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -331011.062500 Penalty: 4113.228516
	Iteration 9Q: 3 clusters Score -331011.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -331131.187500 Penalty: 4113.228516
	Iteration 10Q: 3 clusters Score -331131.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -331244.812500 Penalty: 4113.228516
	Iteration 11Q: 3 clusters Score -331244.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331359.593750 Penalty: 4113.228516
	Iteration 12Q: 3 clusters Score -331359.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -331491.781250 Penalty: 4113.228516
	Iteration 13Q: 3 clusters Score -331491.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -331613.656250 Penalty: 4113.228516
	Iteration 14Q: 3 clusters Score -331613.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -331742.343750 Penalty: 4113.228516
	Iteration 15Q: 3 clusters Score -331742.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -331873.437500 Penalty: 4113.228516
	Iteration 16Q: 3 clusters Score -331873.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -331969.125000 Penalty: 4113.228516
	Iteration 17Q: 3 clusters Score -331969.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -332059.968750 Penalty: 4113.228516
	Iteration 18Q: 3 clusters Score -332060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -332144.875000 Penalty: 4113.228516
	Iteration 19Q: 3 clusters Score -332144.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -332212.937500 Penalty: 4113.228516
	Iteration 20F: 3 clusters Score -332212.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -332289.250000 Penalty: 4113.228516
	Iteration 21Q: 3 clusters Score -332289.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -332356.062500 Penalty: 4113.228516
	Iteration 22Q: 3 clusters Score -332356.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -332407.031250 Penalty: 4113.228516
	Iteration 23Q: 3 clusters Score -332407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -332445.062500 Penalty: 4113.228516
	Iteration 24Q: 3 clusters Score -332445.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -332468.312500 Penalty: 4113.228516
	Iteration 25Q: 3 clusters Score -332468.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -332484.031250 Penalty: 4113.228516
	Iteration 26Q: 3 clusters Score -332484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -332494.593750 Penalty: 4113.228516
	Iteration 27Q: 3 clusters Score -332494.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -332501.468750 Penalty: 4113.228516
	Iteration 28Q: 3 clusters Score -332501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -332508.968750 Penalty: 4113.228516
	Iteration 29Q: 3 clusters Score -332509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -332526.437500 Penalty: 4113.228516
	Iteration 30Q: 3 clusters Score -332526.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -332541.218750 Penalty: 4113.228516
	Iteration 31Q: 3 clusters Score -332541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -332560.468750 Penalty: 4113.228516
	Iteration 32Q: 3 clusters Score -332560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -332575.750000 Penalty: 4113.228516
	Iteration 33Q: 3 clusters Score -332575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -332608.906250 Penalty: 4113.228516
	Iteration 34Q: 3 clusters Score -332608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -332624.250000 Penalty: 4113.228516
	Iteration 35Q: 3 clusters Score -332624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -332630.906250 Penalty: 4113.228516
	Iteration 36Q: 3 clusters Score -332630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -332638.812500 Penalty: 4113.228516
	Iteration 37Q: 3 clusters Score -332638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -332642.093750 Penalty: 4113.228516
	Iteration 38Q: 3 clusters Score -332642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -332644.812500 Penalty: 4113.228516
	Iteration 39Q: 3 clusters Score -332644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -332644.812500 Penalty: 4113.228516
	Iteration 40F: 3 clusters Score -332644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 564 members 
Entering Unmasked Estep 
Score: -84121624.000000 Penalty: 183775.671875
Splitting cluster 2 changes total score from -84122368.000000 to -84121624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Entering Unmasked Estep 
Score: -981510.437500 Penalty: 2281.897217
	Iteration 0F: 2 clusters Score -981510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -973953.062500 Penalty: 4563.794434
	Iteration 0F: 3 clusters Score -973953.1 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -976159.562500 Penalty: 4563.794434
	Iteration 1F: 3 clusters Score -976159.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -976409.500000 Penalty: 4563.794434
	Iteration 2F: 3 clusters Score -976409.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -976570.812500 Penalty: 4563.794434
	Iteration 3Q: 3 clusters Score -976570.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -976699.375000 Penalty: 4563.794434
	Iteration 4Q: 3 clusters Score -976699.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -976803.375000 Penalty: 4563.794434
	Iteration 5Q: 3 clusters Score -976803.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -976900.500000 Penalty: 4563.794434
	Iteration 6Q: 3 clusters Score -976900.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -977014.875000 Penalty: 4563.794434
	Iteration 7Q: 3 clusters Score -977014.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -977124.437500 Penalty: 4563.794434
	Iteration 8Q: 3 clusters Score -977124.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -977271.375000 Penalty: 4563.794434
	Iteration 9Q: 3 clusters Score -977271.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -977434.625000 Penalty: 4563.794434
	Iteration 10Q: 3 clusters Score -977434.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -977643.875000 Penalty: 4563.794434
	Iteration 11Q: 3 clusters Score -977643.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -977916.375000 Penalty: 4563.794434
	Iteration 12Q: 3 clusters Score -977916.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -978232.375000 Penalty: 4563.794434
	Iteration 13Q: 3 clusters Score -978232.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -978540.562500 Penalty: 4563.794434
	Iteration 14Q: 3 clusters Score -978540.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -978796.437500 Penalty: 4563.794434
	Iteration 15Q: 3 clusters Score -978796.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -979020.812500 Penalty: 4563.794434
	Iteration 16Q: 3 clusters Score -979020.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -979188.437500 Penalty: 4563.794434
	Iteration 17Q: 3 clusters Score -979188.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -979287.250000 Penalty: 4563.794434
	Iteration 18Q: 3 clusters Score -979287.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -979362.500000 Penalty: 4563.794434
	Iteration 19Q: 3 clusters Score -979362.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -979422.312500 Penalty: 4563.794434
	Iteration 20F: 3 clusters Score -979422.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -979443.437500 Penalty: 4563.794434
	Iteration 21Q: 3 clusters Score -979443.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -979465.812500 Penalty: 4563.794434
	Iteration 22Q: 3 clusters Score -979465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -979486.062500 Penalty: 4563.794434
	Iteration 23Q: 3 clusters Score -979486.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -979503.312500 Penalty: 4563.794434
	Iteration 24Q: 3 clusters Score -979503.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -979518.250000 Penalty: 4563.794434
	Iteration 25Q: 3 clusters Score -979518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -979525.875000 Penalty: 4563.794434
	Iteration 26Q: 3 clusters Score -979525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -979537.187500 Penalty: 4563.794434
	Iteration 27Q: 3 clusters Score -979537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -979542.687500 Penalty: 4563.794434
	Iteration 28Q: 3 clusters Score -979542.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -979549.937500 Penalty: 4563.794434
	Iteration 29Q: 3 clusters Score -979549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -979557.437500 Penalty: 4563.794434
	Iteration 30Q: 3 clusters Score -979557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -979559.437500 Penalty: 4563.794434
	Iteration 31Q: 3 clusters Score -979559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -979562.875000 Penalty: 4563.794434
	Iteration 32Q: 3 clusters Score -979562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -979566.437500 Penalty: 4563.794434
	Iteration 33Q: 3 clusters Score -979566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -979571.062500 Penalty: 4563.794434
	Iteration 34Q: 3 clusters Score -979571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -979574.812500 Penalty: 4563.794434
	Iteration 35Q: 3 clusters Score -979574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -979575.687500 Penalty: 4563.794434
	Iteration 36Q: 3 clusters Score -979575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -979575.687500 Penalty: 4563.794434
	Iteration 37F: 3 clusters Score -979575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Entering Unmasked Estep 
Score: -1164554.875000 Penalty: 2322.995361
	Iteration 0F: 2 clusters Score -1164555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1155789.500000 Penalty: 4645.990723
	Iteration 0F: 3 clusters Score -1155790 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1158503.000000 Penalty: 4645.990723
	Iteration 1F: 3 clusters Score -1158503 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1159052.375000 Penalty: 4645.990723
	Iteration 2F: 3 clusters Score -1159052 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1159713.625000 Penalty: 4645.990723
	Iteration 3F: 3 clusters Score -1159714 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1160507.000000 Penalty: 4645.990723
	Iteration 4F: 3 clusters Score -1160507 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1161358.750000 Penalty: 4645.990723
	Iteration 5F: 3 clusters Score -1161359 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1162007.875000 Penalty: 4645.990723
	Iteration 6F: 3 clusters Score -1162008 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1162349.875000 Penalty: 4645.990723
	Iteration 7F: 3 clusters Score -1162350 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1162512.250000 Penalty: 4645.990723
	Iteration 8Q: 3 clusters Score -1162512 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1162581.750000 Penalty: 4645.990723
	Iteration 9Q: 3 clusters Score -1162582 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1162630.750000 Penalty: 4645.990723
	Iteration 10Q: 3 clusters Score -1162631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1162658.625000 Penalty: 4645.990723
	Iteration 11Q: 3 clusters Score -1162659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1162674.625000 Penalty: 4645.990723
	Iteration 12Q: 3 clusters Score -1162675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1162678.625000 Penalty: 4645.990723
	Iteration 13Q: 3 clusters Score -1162679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1162686.125000 Penalty: 4645.990723
	Iteration 14Q: 3 clusters Score -1162686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1162693.250000 Penalty: 4645.990723
	Iteration 15Q: 3 clusters Score -1162693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1162696.125000 Penalty: 4645.990723
	Iteration 16Q: 3 clusters Score -1162696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1162703.000000 Penalty: 4645.990723
	Iteration 17Q: 3 clusters Score -1162703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1162711.625000 Penalty: 4645.990723
	Iteration 18Q: 3 clusters Score -1162712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1162717.875000 Penalty: 4645.990723
	Iteration 19Q: 3 clusters Score -1162718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1162723.125000 Penalty: 4645.990723
	Iteration 20F: 3 clusters Score -1162723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1162725.875000 Penalty: 4645.990723
	Iteration 21Q: 3 clusters Score -1162726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1162730.500000 Penalty: 4645.990723
	Iteration 22Q: 3 clusters Score -1162730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1162729.875000 Penalty: 4645.990723
	Iteration 23Q: 3 clusters Score -1162730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1162730.625000 Penalty: 4645.990723
	Iteration 24Q: 3 clusters Score -1162731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1162728.375000 Penalty: 4645.990723
	Iteration 25Q: 3 clusters Score -1162728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1162728.500000 Penalty: 4645.990723
	Iteration 26Q: 3 clusters Score -1162728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1162728.875000 Penalty: 4645.990723
	Iteration 27Q: 3 clusters Score -1162729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1162729.625000 Penalty: 4645.990723
	Iteration 28Q: 3 clusters Score -1162730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1162731.875000 Penalty: 4645.990723
	Iteration 29Q: 3 clusters Score -1162732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1162732.875000 Penalty: 4645.990723
	Iteration 30Q: 3 clusters Score -1162733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1162734.375000 Penalty: 4645.990723
	Iteration 31Q: 3 clusters Score -1162734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1162733.875000 Penalty: 4645.990723
	Iteration 32Q: 3 clusters Score -1162734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1162734.750000 Penalty: 4645.990723
	Iteration 33Q: 3 clusters Score -1162735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1162735.000000 Penalty: 4645.990723
	Iteration 34Q: 3 clusters Score -1162735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1162735.000000 Penalty: 4645.990723
	Iteration 35Q: 3 clusters Score -1162735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1162735.625000 Penalty: 4645.990723
	Iteration 36Q: 3 clusters Score -1162736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1162738.250000 Penalty: 4645.990723
	Iteration 37Q: 3 clusters Score -1162738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1162737.500000 Penalty: 4645.990723
	Iteration 38Q: 3 clusters Score -1162738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1162736.500000 Penalty: 4645.990723
	Iteration 39Q: 3 clusters Score -1162736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1162739.000000 Penalty: 4645.990723
	Iteration 40F: 3 clusters Score -1162739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -274974.218750 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -274974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -271576.593750 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -271576.6 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -272453.593750 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -272453.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -272780.343750 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -272780.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -273033.906250 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -273033.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -273274.375000 Penalty: 4012.687500
	Iteration 4F: 3 clusters Score -273274.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -273559.062500 Penalty: 4012.687500
	Iteration 5F: 3 clusters Score -273559.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273803.156250 Penalty: 4012.687500
	Iteration 6F: 3 clusters Score -273803.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -273990.968750 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -273991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -274125.093750 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -274125.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -274211.906250 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -274211.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274257.625000 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -274257.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274300.281250 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -274300.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -274324.843750 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -274324.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -274340.375000 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -274340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -274354.125000 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -274354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -274361.843750 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -274361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -274365.687500 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -274365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -274370.750000 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -274370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -274377.062500 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -274377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -274381.812500 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -274381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -274387.125000 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -274387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -274388.843750 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -274388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -274390.125000 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -274390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -274390.250000 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -274390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -274390.250000 Penalty: 4012.687500
	Iteration 24F: 3 clusters Score -274390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (157911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157911 members 
Entering Unmasked Estep 
Score: -15577897.000000 Penalty: 2968.507080
	Iteration 0F: 2 clusters Score -1.55779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -15472168.000000 Penalty: 5937.014160
	Iteration 0F: 3 clusters Score -1.547217e+07 nChanged 75508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -15515186.000000 Penalty: 5937.014160
	Iteration 1F: 3 clusters Score -1.551519e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -15515977.000000 Penalty: 5937.014160
	Iteration 2Q: 3 clusters Score -1.551598e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -15517074.000000 Penalty: 5937.014160
	Iteration 3Q: 3 clusters Score -1.551707e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -15518555.000000 Penalty: 5937.014160
	Iteration 4Q: 3 clusters Score -1.551856e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -15520633.000000 Penalty: 5937.014160
	Iteration 5Q: 3 clusters Score -1.552063e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -15523503.000000 Penalty: 5937.014160
	Iteration 6Q: 3 clusters Score -1.55235e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -15527882.000000 Penalty: 5937.014160
	Iteration 7F: 3 clusters Score -1.552788e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -15533285.000000 Penalty: 5937.014160
	Iteration 8F: 3 clusters Score -1.553328e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -15538426.000000 Penalty: 5937.014160
	Iteration 9F: 3 clusters Score -1.553843e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -15542276.000000 Penalty: 5937.014160
	Iteration 10F: 3 clusters Score -1.554228e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -15544948.000000 Penalty: 5937.014160
	Iteration 11Q: 3 clusters Score -1.554495e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 106720 members 
Entering Unmasked Estep 
Score: -15546659.000000 Penalty: 5937.014160
	Iteration 12Q: 3 clusters Score -1.554666e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -15548256.000000 Penalty: 5937.014160
	Iteration 13Q: 3 clusters Score -1.554826e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -15549736.000000 Penalty: 5937.014160
	Iteration 14Q: 3 clusters Score -1.554974e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 119002 members 
Entering Unmasked Estep 
Score: -15551528.000000 Penalty: 5937.014160
	Iteration 15Q: 3 clusters Score -1.555153e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 123976 members 
Entering Unmasked Estep 
Score: -15553655.000000 Penalty: 5937.014160
	Iteration 16Q: 3 clusters Score -1.555366e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -15556335.000000 Penalty: 5937.014160
	Iteration 17Q: 3 clusters Score -1.555634e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -15559930.000000 Penalty: 5937.014160
	Iteration 18Q: 3 clusters Score -1.555993e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -15564025.000000 Penalty: 5937.014160
	Iteration 19Q: 3 clusters Score -1.556402e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -15567490.000000 Penalty: 5937.014160
	Iteration 20F: 3 clusters Score -1.556749e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -15570198.000000 Penalty: 5937.014160
	Iteration 21Q: 3 clusters Score -1.55702e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -15572161.000000 Penalty: 5937.014160
	Iteration 22Q: 3 clusters Score -1.557216e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 154598 members 
Entering Unmasked Estep 
Score: -15573349.000000 Penalty: 5937.014160
	Iteration 23Q: 3 clusters Score -1.557335e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 155703 members 
Entering Unmasked Estep 
Score: -15574102.000000 Penalty: 5937.014160
	Iteration 24Q: 3 clusters Score -1.55741e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -15574562.000000 Penalty: 5937.014160
	Iteration 25Q: 3 clusters Score -1.557456e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -15574908.000000 Penalty: 5937.014160
	Iteration 26Q: 3 clusters Score -1.557491e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 156898 members 
Entering Unmasked Estep 
Score: -15575062.000000 Penalty: 5937.014160
	Iteration 27Q: 3 clusters Score -1.557506e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 157015 members 
Entering Unmasked Estep 
Score: -15575139.000000 Penalty: 5937.014160
	Iteration 28Q: 3 clusters Score -1.557514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -15575225.000000 Penalty: 5937.014160
	Iteration 29Q: 3 clusters Score -1.557522e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -15575263.000000 Penalty: 5937.014160
	Iteration 30Q: 3 clusters Score -1.557526e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -15575279.000000 Penalty: 5937.014160
	Iteration 31Q: 3 clusters Score -1.557528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -15575293.000000 Penalty: 5937.014160
	Iteration 32Q: 3 clusters Score -1.557529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -15575312.000000 Penalty: 5937.014160
	Iteration 33Q: 3 clusters Score -1.557531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -15575312.000000 Penalty: 5937.014160
	Iteration 34Q: 3 clusters Score -1.557531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 157244 members 
Entering Unmasked Estep 
Score: -15575320.000000 Penalty: 5937.014160
	Iteration 35Q: 3 clusters Score -1.557532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -15575334.000000 Penalty: 5937.014160
	Iteration 36Q: 3 clusters Score -1.557533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -15575340.000000 Penalty: 5937.014160
	Iteration 37Q: 3 clusters Score -1.557534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -15575350.000000 Penalty: 5937.014160
	Iteration 38Q: 3 clusters Score -1.557535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 157273 members 
Entering Unmasked Estep 
Score: -15575347.000000 Penalty: 5937.014160
	Iteration 39Q: 3 clusters Score -1.557535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 157276 members 
Entering Unmasked Estep 
Score: -15575343.000000 Penalty: 5937.014160
	Iteration 40F: 3 clusters Score -1.557534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -15575360.000000 Penalty: 5937.014160
	Iteration 41Q: 3 clusters Score -1.557536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -15575364.000000 Penalty: 5937.014160
	Iteration 42Q: 3 clusters Score -1.557536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 157290 members 
Entering Unmasked Estep 
Score: -15575364.000000 Penalty: 5937.014160
	Iteration 43Q: 3 clusters Score -1.557536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -15575379.000000 Penalty: 5937.014160
	Iteration 44Q: 3 clusters Score -1.557538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -15575389.000000 Penalty: 5937.014160
	Iteration 45Q: 3 clusters Score -1.557539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -15575395.000000 Penalty: 5937.014160
	Iteration 46Q: 3 clusters Score -1.55754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -15575395.000000 Penalty: 5937.014160
	Iteration 47F: 3 clusters Score -1.55754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -304792.062500 Penalty: 2006.875366
	Iteration 0F: 2 clusters Score -304792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301347.562500 Penalty: 4013.750732
	Iteration 0F: 3 clusters Score -301347.6 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -302139.125000 Penalty: 4013.750732
	Iteration 1F: 3 clusters Score -302139.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -302372.937500 Penalty: 4013.750732
	Iteration 2F: 3 clusters Score -302372.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -302538.656250 Penalty: 4013.750732
	Iteration 3F: 3 clusters Score -302538.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -302645.937500 Penalty: 4013.750732
	Iteration 4Q: 3 clusters Score -302645.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -302745.000000 Penalty: 4013.750732
	Iteration 5Q: 3 clusters Score -302745 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -302849.718750 Penalty: 4013.750732
	Iteration 6Q: 3 clusters Score -302849.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -302961.343750 Penalty: 4013.750732
	Iteration 7Q: 3 clusters Score -302961.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -303086.687500 Penalty: 4013.750732
	Iteration 8Q: 3 clusters Score -303086.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -303246.281250 Penalty: 4013.750732
	Iteration 9Q: 3 clusters Score -303246.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -303462.468750 Penalty: 4013.750732
	Iteration 10Q: 3 clusters Score -303462.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -303809.281250 Penalty: 4013.750732
	Iteration 11Q: 3 clusters Score -303809.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -304421.781250 Penalty: 4013.750732
	Iteration 12Q: 3 clusters Score -304421.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -304919.437500 Penalty: 4013.750732
	Iteration 13Q: 3 clusters Score -304919.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -304968.312500 Penalty: 4013.750732
	Iteration 14Q: 3 clusters Score -304968.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -304977.187500 Penalty: 4013.750732
	Iteration 15Q: 3 clusters Score -304977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -304981.656250 Penalty: 4013.750732
	Iteration 16Q: 3 clusters Score -304981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -304981.656250 Penalty: 4013.750732
	Iteration 17F: 3 clusters Score -304981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 2031 members 
Entering Unmasked Estep 
Score: -84121056.000000 Penalty: 183775.671875
Splitting cluster 7 changes total score from -84122368.000000 to -84121056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -71629.460938 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -71629.46 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 428 members 
Entering Unmasked Estep 
Score: -69804.921875 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -69804.92 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70152.421875 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -70152.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70456.195312 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -70456.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70709.867188 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -70709.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70962.976562 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -70962.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71133.625000 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -71133.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71235.617188 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -71235.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71345.414062 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -71345.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71412.187500 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -71412.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71457.992188 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -71457.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71480.453125 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -71480.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71486.414062 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -71486.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71489.000000 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -71489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71492.046875 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -71492.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71492.046875 Penalty: 3329.023193
	Iteration 14F: 3 clusters Score -71492.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -344793.656250 Penalty: 2044.333984
	Iteration 0F: 2 clusters Score -344793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -341058.906250 Penalty: 4088.667969
	Iteration 0F: 3 clusters Score -341058.9 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -341946.781250 Penalty: 4088.667969
	Iteration 1F: 3 clusters Score -341946.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -342224.000000 Penalty: 4088.667969
	Iteration 2F: 3 clusters Score -342224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -342508.875000 Penalty: 4088.667969
	Iteration 3F: 3 clusters Score -342508.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -342815.281250 Penalty: 4088.667969
	Iteration 4F: 3 clusters Score -342815.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -343091.531250 Penalty: 4088.667969
	Iteration 5F: 3 clusters Score -343091.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -343314.500000 Penalty: 4088.667969
	Iteration 6F: 3 clusters Score -343314.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -343472.218750 Penalty: 4088.667969
	Iteration 7Q: 3 clusters Score -343472.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -343568.906250 Penalty: 4088.667969
	Iteration 8Q: 3 clusters Score -343568.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -343646.218750 Penalty: 4088.667969
	Iteration 9Q: 3 clusters Score -343646.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -343707.843750 Penalty: 4088.667969
	Iteration 10Q: 3 clusters Score -343707.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -343750.656250 Penalty: 4088.667969
	Iteration 11Q: 3 clusters Score -343750.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -343776.531250 Penalty: 4088.667969
	Iteration 12Q: 3 clusters Score -343776.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -343796.937500 Penalty: 4088.667969
	Iteration 13Q: 3 clusters Score -343796.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -343815.781250 Penalty: 4088.667969
	Iteration 14Q: 3 clusters Score -343815.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -343829.468750 Penalty: 4088.667969
	Iteration 15Q: 3 clusters Score -343829.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -343835.000000 Penalty: 4088.667969
	Iteration 16Q: 3 clusters Score -343835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -343838.406250 Penalty: 4088.667969
	Iteration 17Q: 3 clusters Score -343838.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -343843.000000 Penalty: 4088.667969
	Iteration 18Q: 3 clusters Score -343843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -343846.250000 Penalty: 4088.667969
	Iteration 19Q: 3 clusters Score -343846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -343848.500000 Penalty: 4088.667969
	Iteration 20F: 3 clusters Score -343848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -343849.125000 Penalty: 4088.667969
	Iteration 21Q: 3 clusters Score -343849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -343851.531250 Penalty: 4088.667969
	Iteration 22Q: 3 clusters Score -343851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -343853.437500 Penalty: 4088.667969
	Iteration 23Q: 3 clusters Score -343853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -343856.093750 Penalty: 4088.667969
	Iteration 24Q: 3 clusters Score -343856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -343859.343750 Penalty: 4088.667969
	Iteration 25Q: 3 clusters Score -343859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -343859.937500 Penalty: 4088.667969
	Iteration 26Q: 3 clusters Score -343859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -343860.500000 Penalty: 4088.667969
	Iteration 27Q: 3 clusters Score -343860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -343861.062500 Penalty: 4088.667969
	Iteration 28Q: 3 clusters Score -343861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -343861.750000 Penalty: 4088.667969
	Iteration 29Q: 3 clusters Score -343861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -343861.750000 Penalty: 4088.667969
	Iteration 30Q: 3 clusters Score -343861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -343861.750000 Penalty: 4088.667969
	Iteration 31F: 3 clusters Score -343861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -260595.890625 Penalty: 1976.829224
	Iteration 0F: 2 clusters Score -260595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257440.640625 Penalty: 3953.658447
	Iteration 0F: 3 clusters Score -257440.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -258084.578125 Penalty: 3953.658447
	Iteration 1F: 3 clusters Score -258084.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -258247.765625 Penalty: 3953.658447
	Iteration 2F: 3 clusters Score -258247.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -258351.593750 Penalty: 3953.658447
	Iteration 3Q: 3 clusters Score -258351.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -258429.953125 Penalty: 3953.658447
	Iteration 4Q: 3 clusters Score -258430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -258490.859375 Penalty: 3953.658447
	Iteration 5Q: 3 clusters Score -258490.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -258552.734375 Penalty: 3953.658447
	Iteration 6Q: 3 clusters Score -258552.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -258619.890625 Penalty: 3953.658447
	Iteration 7Q: 3 clusters Score -258619.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258704.546875 Penalty: 3953.658447
	Iteration 8Q: 3 clusters Score -258704.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258807.828125 Penalty: 3953.658447
	Iteration 9Q: 3 clusters Score -258807.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258916.609375 Penalty: 3953.658447
	Iteration 10Q: 3 clusters Score -258916.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -259024.156250 Penalty: 3953.658447
	Iteration 11Q: 3 clusters Score -259024.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -259140.468750 Penalty: 3953.658447
	Iteration 12Q: 3 clusters Score -259140.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -259247.234375 Penalty: 3953.658447
	Iteration 13Q: 3 clusters Score -259247.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -259358.093750 Penalty: 3953.658447
	Iteration 14Q: 3 clusters Score -259358.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -259464.921875 Penalty: 3953.658447
	Iteration 15Q: 3 clusters Score -259464.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -259558.593750 Penalty: 3953.658447
	Iteration 16Q: 3 clusters Score -259558.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -259629.265625 Penalty: 3953.658447
	Iteration 17Q: 3 clusters Score -259629.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -259695.687500 Penalty: 3953.658447
	Iteration 18Q: 3 clusters Score -259695.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -259740.765625 Penalty: 3953.658447
	Iteration 19Q: 3 clusters Score -259740.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259769.093750 Penalty: 3953.658447
	Iteration 20F: 3 clusters Score -259769.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259799.078125 Penalty: 3953.658447
	Iteration 21Q: 3 clusters Score -259799.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -259827.375000 Penalty: 3953.658447
	Iteration 22Q: 3 clusters Score -259827.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -259847.609375 Penalty: 3953.658447
	Iteration 23Q: 3 clusters Score -259847.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -259868.109375 Penalty: 3953.658447
	Iteration 24Q: 3 clusters Score -259868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -259876.625000 Penalty: 3953.658447
	Iteration 25Q: 3 clusters Score -259876.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -259889.859375 Penalty: 3953.658447
	Iteration 26Q: 3 clusters Score -259889.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -259905.265625 Penalty: 3953.658447
	Iteration 27Q: 3 clusters Score -259905.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -259923.093750 Penalty: 3953.658447
	Iteration 28Q: 3 clusters Score -259923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -259930.187500 Penalty: 3953.658447
	Iteration 29Q: 3 clusters Score -259930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -259941.531250 Penalty: 3953.658447
	Iteration 30Q: 3 clusters Score -259941.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -259963.187500 Penalty: 3953.658447
	Iteration 31Q: 3 clusters Score -259963.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -259981.500000 Penalty: 3953.658447
	Iteration 32Q: 3 clusters Score -259981.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -259995.796875 Penalty: 3953.658447
	Iteration 33Q: 3 clusters Score -259995.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -260013.546875 Penalty: 3953.658447
	Iteration 34Q: 3 clusters Score -260013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -260022.375000 Penalty: 3953.658447
	Iteration 35Q: 3 clusters Score -260022.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -260034.000000 Penalty: 3953.658447
	Iteration 36Q: 3 clusters Score -260034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -260039.921875 Penalty: 3953.658447
	Iteration 37Q: 3 clusters Score -260039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -260043.562500 Penalty: 3953.658447
	Iteration 38Q: 3 clusters Score -260043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -260048.031250 Penalty: 3953.658447
	Iteration 39Q: 3 clusters Score -260048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -260050.093750 Penalty: 3953.658447
	Iteration 40F: 3 clusters Score -260050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -260053.218750 Penalty: 3953.658447
	Iteration 41Q: 3 clusters Score -260053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -260054.187500 Penalty: 3953.658447
	Iteration 42Q: 3 clusters Score -260054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -260054.187500 Penalty: 3953.658447
	Iteration 43F: 3 clusters Score -260054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Entering Unmasked Estep 
Score: -3052722.750000 Penalty: 2578.461914
	Iteration 0F: 2 clusters Score -3052723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3030295.750000 Penalty: 5156.923828
	Iteration 0F: 3 clusters Score -3030296 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3038430.750000 Penalty: 5156.923828
	Iteration 1F: 3 clusters Score -3038431 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3039110.250000 Penalty: 5156.923828
	Iteration 2F: 3 clusters Score -3039110 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3039820.250000 Penalty: 5156.923828
	Iteration 3F: 3 clusters Score -3039820 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3040612.750000 Penalty: 5156.923828
	Iteration 4F: 3 clusters Score -3040613 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3041555.000000 Penalty: 5156.923828
	Iteration 5F: 3 clusters Score -3041555 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3042703.250000 Penalty: 5156.923828
	Iteration 6F: 3 clusters Score -3042703 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3043939.500000 Penalty: 5156.923828
	Iteration 7F: 3 clusters Score -3043940 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3045215.500000 Penalty: 5156.923828
	Iteration 8F: 3 clusters Score -3045216 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3046345.250000 Penalty: 5156.923828
	Iteration 9F: 3 clusters Score -3046345 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3047268.750000 Penalty: 5156.923828
	Iteration 10Q: 3 clusters Score -3047269 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3048073.000000 Penalty: 5156.923828
	Iteration 11Q: 3 clusters Score -3048073 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3048788.250000 Penalty: 5156.923828
	Iteration 12Q: 3 clusters Score -3048788 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3049360.500000 Penalty: 5156.923828
	Iteration 13Q: 3 clusters Score -3049360 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3049759.250000 Penalty: 5156.923828
	Iteration 14Q: 3 clusters Score -3049759 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3050033.750000 Penalty: 5156.923828
	Iteration 15Q: 3 clusters Score -3050034 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3050207.250000 Penalty: 5156.923828
	Iteration 16Q: 3 clusters Score -3050207 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3050333.000000 Penalty: 5156.923828
	Iteration 17Q: 3 clusters Score -3050333 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3050409.500000 Penalty: 5156.923828
	Iteration 18Q: 3 clusters Score -3050410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3050459.500000 Penalty: 5156.923828
	Iteration 19Q: 3 clusters Score -3050460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3050497.000000 Penalty: 5156.923828
	Iteration 20F: 3 clusters Score -3050497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3050522.000000 Penalty: 5156.923828
	Iteration 21Q: 3 clusters Score -3050522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3050555.500000 Penalty: 5156.923828
	Iteration 22Q: 3 clusters Score -3050556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3050571.500000 Penalty: 5156.923828
	Iteration 23Q: 3 clusters Score -3050572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3050594.500000 Penalty: 5156.923828
	Iteration 24Q: 3 clusters Score -3050594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3050607.750000 Penalty: 5156.923828
	Iteration 25Q: 3 clusters Score -3050608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3050623.750000 Penalty: 5156.923828
	Iteration 26Q: 3 clusters Score -3050624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3050636.500000 Penalty: 5156.923828
	Iteration 27Q: 3 clusters Score -3050636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3050648.250000 Penalty: 5156.923828
	Iteration 28Q: 3 clusters Score -3050648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3050660.750000 Penalty: 5156.923828
	Iteration 29Q: 3 clusters Score -3050661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3050666.500000 Penalty: 5156.923828
	Iteration 30Q: 3 clusters Score -3050666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3050679.750000 Penalty: 5156.923828
	Iteration 31Q: 3 clusters Score -3050680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -3050687.000000 Penalty: 5156.923828
	Iteration 32Q: 3 clusters Score -3050687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3050687.000000 Penalty: 5156.923828
	Iteration 33Q: 3 clusters Score -3050687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3050692.250000 Penalty: 5156.923828
	Iteration 34Q: 3 clusters Score -3050692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -3050697.250000 Penalty: 5156.923828
	Iteration 35Q: 3 clusters Score -3050697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3050706.000000 Penalty: 5156.923828
	Iteration 36Q: 3 clusters Score -3050706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -3050712.000000 Penalty: 5156.923828
	Iteration 37Q: 3 clusters Score -3050712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3050717.500000 Penalty: 5156.923828
	Iteration 38Q: 3 clusters Score -3050718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -3050716.000000 Penalty: 5156.923828
	Iteration 39Q: 3 clusters Score -3050716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3050714.000000 Penalty: 5156.923828
	Iteration 40F: 3 clusters Score -3050714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3050717.750000 Penalty: 5156.923828
	Iteration 41Q: 3 clusters Score -3050718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3050720.000000 Penalty: 5156.923828
	Iteration 42Q: 3 clusters Score -3050720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -3050724.750000 Penalty: 5156.923828
	Iteration 43Q: 3 clusters Score -3050725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3050724.250000 Penalty: 5156.923828
	Iteration 44Q: 3 clusters Score -3050724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -3050722.750000 Penalty: 5156.923828
	Iteration 45Q: 3 clusters Score -3050723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -3050724.000000 Penalty: 5156.923828
	Iteration 46Q: 3 clusters Score -3050724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3050724.750000 Penalty: 5156.923828
	Iteration 47Q: 3 clusters Score -3050725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -3050725.500000 Penalty: 5156.923828
	Iteration 48Q: 3 clusters Score -3050726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3050724.000000 Penalty: 5156.923828
	Iteration 49Q: 3 clusters Score -3050724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3050724.000000 Penalty: 5156.923828
	Iteration 50F: 3 clusters Score -3050724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -600308.000000 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -600308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -595037.500000 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -595037.5 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -596497.625000 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -596497.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -596768.375000 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -596768.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -596927.250000 Penalty: 4342.923828
	Iteration 3F: 3 clusters Score -596927.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -597039.687500 Penalty: 4342.923828
	Iteration 4Q: 3 clusters Score -597039.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -597113.875000 Penalty: 4342.923828
	Iteration 5Q: 3 clusters Score -597113.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -597178.875000 Penalty: 4342.923828
	Iteration 6Q: 3 clusters Score -597178.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -597231.437500 Penalty: 4342.923828
	Iteration 7Q: 3 clusters Score -597231.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -597272.062500 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -597272.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -597307.187500 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -597307.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -597338.500000 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -597338.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -597364.375000 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -597364.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -597387.875000 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -597387.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -597409.000000 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -597409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -597425.500000 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -597425.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -597444.937500 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -597444.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -597463.000000 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -597463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -597481.375000 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -597481.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -597502.312500 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -597502.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -597527.000000 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -597527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -597550.312500 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -597550.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -597574.625000 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -597574.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -597596.500000 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -597596.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -597615.812500 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -597615.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -597634.437500 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -597634.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -597653.812500 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -597653.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -597675.937500 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -597675.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -597704.062500 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -597704.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -597736.875000 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -597736.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -597779.250000 Penalty: 4342.923828
	Iteration 29Q: 3 clusters Score -597779.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -597822.187500 Penalty: 4342.923828
	Iteration 30Q: 3 clusters Score -597822.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -597865.125000 Penalty: 4342.923828
	Iteration 31Q: 3 clusters Score -597865.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -597907.750000 Penalty: 4342.923828
	Iteration 32Q: 3 clusters Score -597907.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -597965.437500 Penalty: 4342.923828
	Iteration 33Q: 3 clusters Score -597965.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -598019.875000 Penalty: 4342.923828
	Iteration 34Q: 3 clusters Score -598019.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -598076.437500 Penalty: 4342.923828
	Iteration 35Q: 3 clusters Score -598076.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -598147.000000 Penalty: 4342.923828
	Iteration 36Q: 3 clusters Score -598147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -598221.062500 Penalty: 4342.923828
	Iteration 37Q: 3 clusters Score -598221.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -598298.125000 Penalty: 4342.923828
	Iteration 38Q: 3 clusters Score -598298.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -598362.000000 Penalty: 4342.923828
	Iteration 39Q: 3 clusters Score -598362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -598424.312500 Penalty: 4342.923828
	Iteration 40F: 3 clusters Score -598424.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -598470.812500 Penalty: 4342.923828
	Iteration 41Q: 3 clusters Score -598470.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -598507.437500 Penalty: 4342.923828
	Iteration 42Q: 3 clusters Score -598507.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -598540.062500 Penalty: 4342.923828
	Iteration 43Q: 3 clusters Score -598540.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -598572.125000 Penalty: 4342.923828
	Iteration 44Q: 3 clusters Score -598572.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -598592.687500 Penalty: 4342.923828
	Iteration 45Q: 3 clusters Score -598592.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -598604.687500 Penalty: 4342.923828
	Iteration 46Q: 3 clusters Score -598604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -598611.687500 Penalty: 4342.923828
	Iteration 47Q: 3 clusters Score -598611.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -598619.562500 Penalty: 4342.923828
	Iteration 48Q: 3 clusters Score -598619.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -598629.562500 Penalty: 4342.923828
	Iteration 49Q: 3 clusters Score -598629.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -598639.000000 Penalty: 4342.923828
	Iteration 50Q: 3 clusters Score -598639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -598646.250000 Penalty: 4342.923828
	Iteration 51Q: 3 clusters Score -598646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -598650.437500 Penalty: 4342.923828
	Iteration 52Q: 3 clusters Score -598650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -598656.125000 Penalty: 4342.923828
	Iteration 53Q: 3 clusters Score -598656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -598661.250000 Penalty: 4342.923828
	Iteration 54Q: 3 clusters Score -598661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -598665.750000 Penalty: 4342.923828
	Iteration 55Q: 3 clusters Score -598665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -598667.750000 Penalty: 4342.923828
	Iteration 56Q: 3 clusters Score -598667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -598669.062500 Penalty: 4342.923828
	Iteration 57Q: 3 clusters Score -598669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -598669.437500 Penalty: 4342.923828
	Iteration 58Q: 3 clusters Score -598669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -598669.437500 Penalty: 4342.923828
	Iteration 59F: 3 clusters Score -598669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -423757.500000 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -423757.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -419486.937500 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -419486.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -420491.625000 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -420491.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -420715.062500 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -420715.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -420918.593750 Penalty: 4185.537109
	Iteration 3F: 3 clusters Score -420918.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -421105.656250 Penalty: 4185.537109
	Iteration 4Q: 3 clusters Score -421105.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -421257.218750 Penalty: 4185.537109
	Iteration 5Q: 3 clusters Score -421257.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -421379.968750 Penalty: 4185.537109
	Iteration 6Q: 3 clusters Score -421380 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -421475.968750 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -421476 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -421550.906250 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -421550.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -421613.843750 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -421613.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -421665.937500 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -421665.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -421704.468750 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -421704.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -421736.312500 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -421736.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -421770.906250 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -421770.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -421802.562500 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -421802.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -421825.312500 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -421825.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -421842.625000 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -421842.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -421859.000000 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -421859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -421890.312500 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -421890.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -421924.875000 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -421924.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -421950.968750 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -421951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -421971.593750 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -421971.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -421988.250000 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -421988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -421996.875000 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -421996.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -422005.687500 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -422005.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -422009.906250 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -422009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -422015.406250 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -422015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -422018.312500 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -422018.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -422022.750000 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -422022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -422029.187500 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -422029.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -422036.156250 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -422036.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -422043.750000 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -422043.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -422052.218750 Penalty: 4185.537109
	Iteration 32Q: 3 clusters Score -422052.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -422059.250000 Penalty: 4185.537109
	Iteration 33Q: 3 clusters Score -422059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -422063.812500 Penalty: 4185.537109
	Iteration 34Q: 3 clusters Score -422063.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -422067.343750 Penalty: 4185.537109
	Iteration 35Q: 3 clusters Score -422067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -422070.156250 Penalty: 4185.537109
	Iteration 36Q: 3 clusters Score -422070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -422073.406250 Penalty: 4185.537109
	Iteration 37Q: 3 clusters Score -422073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -422075.250000 Penalty: 4185.537109
	Iteration 38Q: 3 clusters Score -422075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -422078.125000 Penalty: 4185.537109
	Iteration 39Q: 3 clusters Score -422078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -422082.375000 Penalty: 4185.537109
	Iteration 40F: 3 clusters Score -422082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -422085.062500 Penalty: 4185.537109
	Iteration 41Q: 3 clusters Score -422085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -422088.125000 Penalty: 4185.537109
	Iteration 42Q: 3 clusters Score -422088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -422089.000000 Penalty: 4185.537109
	Iteration 43Q: 3 clusters Score -422089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -422091.062500 Penalty: 4185.537109
	Iteration 44Q: 3 clusters Score -422091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -422092.062500 Penalty: 4185.537109
	Iteration 45Q: 3 clusters Score -422092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -422095.406250 Penalty: 4185.537109
	Iteration 46Q: 3 clusters Score -422095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -422096.656250 Penalty: 4185.537109
	Iteration 47Q: 3 clusters Score -422096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -422099.468750 Penalty: 4185.537109
	Iteration 48Q: 3 clusters Score -422099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -422100.593750 Penalty: 4185.537109
	Iteration 49Q: 3 clusters Score -422100.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -422102.375000 Penalty: 4185.537109
	Iteration 50Q: 3 clusters Score -422102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -422102.843750 Penalty: 4185.537109
	Iteration 51Q: 3 clusters Score -422102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -422104.468750 Penalty: 4185.537109
	Iteration 52Q: 3 clusters Score -422104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -422105.156250 Penalty: 4185.537109
	Iteration 53Q: 3 clusters Score -422105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -422107.562500 Penalty: 4185.537109
	Iteration 54Q: 3 clusters Score -422107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -422109.906250 Penalty: 4185.537109
	Iteration 55Q: 3 clusters Score -422109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -422112.781250 Penalty: 4185.537109
	Iteration 56Q: 3 clusters Score -422112.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -422118.562500 Penalty: 4185.537109
	Iteration 57Q: 3 clusters Score -422118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -422122.406250 Penalty: 4185.537109
	Iteration 58Q: 3 clusters Score -422122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -422128.625000 Penalty: 4185.537109
	Iteration 59Q: 3 clusters Score -422128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -422134.718750 Penalty: 4185.537109
	Iteration 60F: 3 clusters Score -422134.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -422139.062500 Penalty: 4185.537109
	Iteration 61Q: 3 clusters Score -422139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -422142.093750 Penalty: 4185.537109
	Iteration 62Q: 3 clusters Score -422142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -422145.812500 Penalty: 4185.537109
	Iteration 63Q: 3 clusters Score -422145.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -422148.531250 Penalty: 4185.537109
	Iteration 64Q: 3 clusters Score -422148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -422152.343750 Penalty: 4185.537109
	Iteration 65Q: 3 clusters Score -422152.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -422157.437500 Penalty: 4185.537109
	Iteration 66Q: 3 clusters Score -422157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -422159.187500 Penalty: 4185.537109
	Iteration 67Q: 3 clusters Score -422159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -422159.843750 Penalty: 4185.537109
	Iteration 68Q: 3 clusters Score -422159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -422159.968750 Penalty: 4185.537109
	Iteration 69Q: 3 clusters Score -422160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -422160.781250 Penalty: 4185.537109
	Iteration 70Q: 3 clusters Score -422160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -422161.343750 Penalty: 4185.537109
	Iteration 71Q: 3 clusters Score -422161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -422162.687500 Penalty: 4185.537109
	Iteration 72Q: 3 clusters Score -422162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -422162.593750 Penalty: 4185.537109
	Iteration 73Q: 3 clusters Score -422162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -422162.687500 Penalty: 4185.537109
	Iteration 74Q: 3 clusters Score -422162.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -422162.687500 Penalty: 4185.537109
	Iteration 75F: 3 clusters Score -422162.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -315199.468750 Penalty: 2022.600952
	Iteration 0F: 2 clusters Score -315199.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -311702.937500 Penalty: 4045.201904
	Iteration 0F: 3 clusters Score -311702.9 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -312592.656250 Penalty: 4045.201904
	Iteration 1F: 3 clusters Score -312592.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -312804.750000 Penalty: 4045.201904
	Iteration 2F: 3 clusters Score -312804.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -312935.562500 Penalty: 4045.201904
	Iteration 3F: 3 clusters Score -312935.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -313042.750000 Penalty: 4045.201904
	Iteration 4Q: 3 clusters Score -313042.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -313142.718750 Penalty: 4045.201904
	Iteration 5Q: 3 clusters Score -313142.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -313254.593750 Penalty: 4045.201904
	Iteration 6Q: 3 clusters Score -313254.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -313399.125000 Penalty: 4045.201904
	Iteration 7Q: 3 clusters Score -313399.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -313543.000000 Penalty: 4045.201904
	Iteration 8Q: 3 clusters Score -313543 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -313698.343750 Penalty: 4045.201904
	Iteration 9Q: 3 clusters Score -313698.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -313851.312500 Penalty: 4045.201904
	Iteration 10Q: 3 clusters Score -313851.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -314006.062500 Penalty: 4045.201904
	Iteration 11Q: 3 clusters Score -314006.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -314138.812500 Penalty: 4045.201904
	Iteration 12Q: 3 clusters Score -314138.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -314232.062500 Penalty: 4045.201904
	Iteration 13Q: 3 clusters Score -314232.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -314308.968750 Penalty: 4045.201904
	Iteration 14Q: 3 clusters Score -314309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -314353.687500 Penalty: 4045.201904
	Iteration 15Q: 3 clusters Score -314353.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -314377.687500 Penalty: 4045.201904
	Iteration 16Q: 3 clusters Score -314377.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -314390.468750 Penalty: 4045.201904
	Iteration 17Q: 3 clusters Score -314390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -314399.062500 Penalty: 4045.201904
	Iteration 18Q: 3 clusters Score -314399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -314404.406250 Penalty: 4045.201904
	Iteration 19Q: 3 clusters Score -314404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -314410.250000 Penalty: 4045.201904
	Iteration 20F: 3 clusters Score -314410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -314414.343750 Penalty: 4045.201904
	Iteration 21Q: 3 clusters Score -314414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -314416.375000 Penalty: 4045.201904
	Iteration 22Q: 3 clusters Score -314416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -314418.687500 Penalty: 4045.201904
	Iteration 23Q: 3 clusters Score -314418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -314424.500000 Penalty: 4045.201904
	Iteration 24Q: 3 clusters Score -314424.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -314427.312500 Penalty: 4045.201904
	Iteration 25Q: 3 clusters Score -314427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -314432.343750 Penalty: 4045.201904
	Iteration 26Q: 3 clusters Score -314432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -314433.843750 Penalty: 4045.201904
	Iteration 27Q: 3 clusters Score -314433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -314434.562500 Penalty: 4045.201904
	Iteration 28Q: 3 clusters Score -314434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -314434.625000 Penalty: 4045.201904
	Iteration 29Q: 3 clusters Score -314434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -314434.625000 Penalty: 4045.201904
	Iteration 30F: 3 clusters Score -314434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Entering Unmasked Estep 
Score: -1322385.875000 Penalty: 2352.753906
	Iteration 0F: 2 clusters Score -1322386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1312686.875000 Penalty: 4705.507812
	Iteration 0F: 3 clusters Score -1312687 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1315671.000000 Penalty: 4705.507812
	Iteration 1F: 3 clusters Score -1315671 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1316032.500000 Penalty: 4705.507812
	Iteration 2F: 3 clusters Score -1316032 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1316360.375000 Penalty: 4705.507812
	Iteration 3F: 3 clusters Score -1316360 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1316776.500000 Penalty: 4705.507812
	Iteration 4F: 3 clusters Score -1316776 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1317360.500000 Penalty: 4705.507812
	Iteration 5F: 3 clusters Score -1317360 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1318121.875000 Penalty: 4705.507812
	Iteration 6F: 3 clusters Score -1318122 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1318861.000000 Penalty: 4705.507812
	Iteration 7F: 3 clusters Score -1318861 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1319376.250000 Penalty: 4705.507812
	Iteration 8F: 3 clusters Score -1319376 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1319669.750000 Penalty: 4705.507812
	Iteration 9Q: 3 clusters Score -1319670 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1319814.750000 Penalty: 4705.507812
	Iteration 10Q: 3 clusters Score -1319815 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1319897.500000 Penalty: 4705.507812
	Iteration 11Q: 3 clusters Score -1319898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1319948.250000 Penalty: 4705.507812
	Iteration 12Q: 3 clusters Score -1319948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1319981.125000 Penalty: 4705.507812
	Iteration 13Q: 3 clusters Score -1319981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1320008.750000 Penalty: 4705.507812
	Iteration 14Q: 3 clusters Score -1320009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1320025.875000 Penalty: 4705.507812
	Iteration 15Q: 3 clusters Score -1320026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1320043.000000 Penalty: 4705.507812
	Iteration 16Q: 3 clusters Score -1320043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1320050.625000 Penalty: 4705.507812
	Iteration 17Q: 3 clusters Score -1320051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1320063.250000 Penalty: 4705.507812
	Iteration 18Q: 3 clusters Score -1320063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1320068.750000 Penalty: 4705.507812
	Iteration 19Q: 3 clusters Score -1320069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1320073.500000 Penalty: 4705.507812
	Iteration 20F: 3 clusters Score -1320074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1320076.750000 Penalty: 4705.507812
	Iteration 21Q: 3 clusters Score -1320077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1320084.750000 Penalty: 4705.507812
	Iteration 22Q: 3 clusters Score -1320085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1320088.875000 Penalty: 4705.507812
	Iteration 23Q: 3 clusters Score -1320089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1320094.000000 Penalty: 4705.507812
	Iteration 24Q: 3 clusters Score -1320094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1320099.375000 Penalty: 4705.507812
	Iteration 25Q: 3 clusters Score -1320099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1320100.500000 Penalty: 4705.507812
	Iteration 26Q: 3 clusters Score -1320100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1320104.125000 Penalty: 4705.507812
	Iteration 27Q: 3 clusters Score -1320104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1320105.625000 Penalty: 4705.507812
	Iteration 28Q: 3 clusters Score -1320106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1320104.250000 Penalty: 4705.507812
	Iteration 29Q: 3 clusters Score -1320104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1320109.125000 Penalty: 4705.507812
	Iteration 30Q: 3 clusters Score -1320109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1320110.875000 Penalty: 4705.507812
	Iteration 31Q: 3 clusters Score -1320111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1320111.625000 Penalty: 4705.507812
	Iteration 32Q: 3 clusters Score -1320112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1320109.375000 Penalty: 4705.507812
	Iteration 33Q: 3 clusters Score -1320109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1320109.750000 Penalty: 4705.507812
	Iteration 34Q: 3 clusters Score -1320110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1320113.375000 Penalty: 4705.507812
	Iteration 35Q: 3 clusters Score -1320113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1320113.125000 Penalty: 4705.507812
	Iteration 36Q: 3 clusters Score -1320113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1320112.625000 Penalty: 4705.507812
	Iteration 37Q: 3 clusters Score -1320113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1320110.125000 Penalty: 4705.507812
	Iteration 38Q: 3 clusters Score -1320110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1320112.500000 Penalty: 4705.507812
	Iteration 39Q: 3 clusters Score -1320112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1320112.125000 Penalty: 4705.507812
	Iteration 40F: 3 clusters Score -1320112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1320115.250000 Penalty: 4705.507812
	Iteration 41Q: 3 clusters Score -1320115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1320114.625000 Penalty: 4705.507812
	Iteration 42Q: 3 clusters Score -1320115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1320115.750000 Penalty: 4705.507812
	Iteration 43Q: 3 clusters Score -1320116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1320114.625000 Penalty: 4705.507812
	Iteration 44Q: 3 clusters Score -1320115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1320115.625000 Penalty: 4705.507812
	Iteration 45Q: 3 clusters Score -1320116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1320116.750000 Penalty: 4705.507812
	Iteration 46Q: 3 clusters Score -1320117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1320116.750000 Penalty: 4705.507812
	Iteration 47F: 3 clusters Score -1320117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -150118.015625 Penalty: 1866.892822
	Iteration 0F: 2 clusters Score -150118 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 921 members 
Entering Unmasked Estep 
Score: -147623.765625 Penalty: 3733.785645
	Iteration 0F: 3 clusters Score -147623.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -148097.562500 Penalty: 3733.785645
	Iteration 1F: 3 clusters Score -148097.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148216.859375 Penalty: 3733.785645
	Iteration 2F: 3 clusters Score -148216.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -148298.015625 Penalty: 3733.785645
	Iteration 3Q: 3 clusters Score -148298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -148372.515625 Penalty: 3733.785645
	Iteration 4Q: 3 clusters Score -148372.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -148434.437500 Penalty: 3733.785645
	Iteration 5Q: 3 clusters Score -148434.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -148479.390625 Penalty: 3733.785645
	Iteration 6Q: 3 clusters Score -148479.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148518.375000 Penalty: 3733.785645
	Iteration 7Q: 3 clusters Score -148518.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -148553.968750 Penalty: 3733.785645
	Iteration 8Q: 3 clusters Score -148554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148582.187500 Penalty: 3733.785645
	Iteration 9Q: 3 clusters Score -148582.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -148599.046875 Penalty: 3733.785645
	Iteration 10Q: 3 clusters Score -148599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148609.828125 Penalty: 3733.785645
	Iteration 11Q: 3 clusters Score -148609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148616.093750 Penalty: 3733.785645
	Iteration 12Q: 3 clusters Score -148616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148625.125000 Penalty: 3733.785645
	Iteration 13Q: 3 clusters Score -148625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -148629.328125 Penalty: 3733.785645
	Iteration 14Q: 3 clusters Score -148629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -148633.625000 Penalty: 3733.785645
	Iteration 15Q: 3 clusters Score -148633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148639.765625 Penalty: 3733.785645
	Iteration 16Q: 3 clusters Score -148639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -148648.125000 Penalty: 3733.785645
	Iteration 17Q: 3 clusters Score -148648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -148653.078125 Penalty: 3733.785645
	Iteration 18Q: 3 clusters Score -148653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -148655.812500 Penalty: 3733.785645
	Iteration 19Q: 3 clusters Score -148655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -148658.812500 Penalty: 3733.785645
	Iteration 20F: 3 clusters Score -148658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -148662.859375 Penalty: 3733.785645
	Iteration 21Q: 3 clusters Score -148662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -148665.250000 Penalty: 3733.785645
	Iteration 22Q: 3 clusters Score -148665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -148666.281250 Penalty: 3733.785645
	Iteration 23Q: 3 clusters Score -148666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148667.437500 Penalty: 3733.785645
	Iteration 24Q: 3 clusters Score -148667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148667.718750 Penalty: 3733.785645
	Iteration 25Q: 3 clusters Score -148667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148667.718750 Penalty: 3733.785645
	Iteration 26F: 3 clusters Score -148667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -334158.843750 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -334158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -330617.156250 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -330617.2 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -331489.093750 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -331489.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -331898.437500 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -331898.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -332297.468750 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -332297.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -332613.968750 Penalty: 4047.191406
	Iteration 4F: 3 clusters Score -332614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -332904.343750 Penalty: 4047.191406
	Iteration 5F: 3 clusters Score -332904.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -333104.875000 Penalty: 4047.191406
	Iteration 6Q: 3 clusters Score -333104.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -333212.375000 Penalty: 4047.191406
	Iteration 7Q: 3 clusters Score -333212.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -333269.500000 Penalty: 4047.191406
	Iteration 8Q: 3 clusters Score -333269.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -333296.625000 Penalty: 4047.191406
	Iteration 9Q: 3 clusters Score -333296.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -333309.437500 Penalty: 4047.191406
	Iteration 10Q: 3 clusters Score -333309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -333313.125000 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -333313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -333317.500000 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -333317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -333321.718750 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -333321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -333323.718750 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -333323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -333325.031250 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -333325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -333324.968750 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -333325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -333326.468750 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -333326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -333326.468750 Penalty: 4047.191406
	Iteration 18F: 3 clusters Score -333326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766506.937500 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -760169.875000 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760169.9 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -761823.500000 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761823.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -762104.812500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -762104.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -762303.812500 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -762303.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -762435.125000 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762435.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -762543.437500 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762543.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -762646.937500 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762646.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -762751.875000 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762751.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -762850.500000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762850.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -762940.562500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -762940.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -763020.250000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -763020.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -763103.812500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -763103.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -763188.562500 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -763188.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -763268.687500 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -763268.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -763358.875000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -763358.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -763456.375000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -763456.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -763565.312500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -763565.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -763682.687500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -763682.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -763771.750000 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -763771.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -763863.062500 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -763863.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -763956.250000 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -763956.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -764045.750000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -764045.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -764127.812500 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -764127.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -764208.187500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -764208.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -764275.687500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -764275.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -764336.562500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764336.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -764382.625000 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764382.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -764421.750000 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764421.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -764451.562500 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764451.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -764473.500000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764473.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -764490.812500 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764490.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -764507.875000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764507.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -764521.875000 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764521.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -764536.062500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764536.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -764553.437500 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764553.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -764568.437500 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -764568.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -764582.250000 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -764582.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -764595.375000 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -764595.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -764603.125000 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -764603.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -764610.875000 Penalty: 4446.869629
	Iteration 39Q: 3 clusters Score -764610.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -764615.750000 Penalty: 4446.869629
	Iteration 40F: 3 clusters Score -764615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -764616.687500 Penalty: 4446.869629
	Iteration 41Q: 3 clusters Score -764616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -764616.875000 Penalty: 4446.869629
	Iteration 42Q: 3 clusters Score -764616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -764616.875000 Penalty: 4446.869629
	Iteration 43F: 3 clusters Score -764616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Entering Unmasked Estep 
Score: -1949148.375000 Penalty: 2451.459229
	Iteration 0F: 2 clusters Score -1949148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1935260.750000 Penalty: 4902.918457
	Iteration 0F: 3 clusters Score -1935261 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1939868.500000 Penalty: 4902.918457
	Iteration 1F: 3 clusters Score -1939868 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1940265.875000 Penalty: 4902.918457
	Iteration 2F: 3 clusters Score -1940266 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1940666.875000 Penalty: 4902.918457
	Iteration 3Q: 3 clusters Score -1940667 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1941182.625000 Penalty: 4902.918457
	Iteration 4Q: 3 clusters Score -1941183 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1941889.500000 Penalty: 4902.918457
	Iteration 5F: 3 clusters Score -1941890 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1942758.250000 Penalty: 4902.918457
	Iteration 6F: 3 clusters Score -1942758 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1943747.000000 Penalty: 4902.918457
	Iteration 7F: 3 clusters Score -1943747 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1944723.250000 Penalty: 4902.918457
	Iteration 8F: 3 clusters Score -1944723 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1945606.125000 Penalty: 4902.918457
	Iteration 9F: 3 clusters Score -1945606 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1946310.125000 Penalty: 4902.918457
	Iteration 10Q: 3 clusters Score -1946310 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1946782.875000 Penalty: 4902.918457
	Iteration 11Q: 3 clusters Score -1946783 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1947157.750000 Penalty: 4902.918457
	Iteration 12Q: 3 clusters Score -1947158 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1947472.250000 Penalty: 4902.918457
	Iteration 13Q: 3 clusters Score -1947472 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1947706.125000 Penalty: 4902.918457
	Iteration 14Q: 3 clusters Score -1947706 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1947885.375000 Penalty: 4902.918457
	Iteration 15Q: 3 clusters Score -1947885 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1947999.000000 Penalty: 4902.918457
	Iteration 16Q: 3 clusters Score -1947999 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1948091.125000 Penalty: 4902.918457
	Iteration 17Q: 3 clusters Score -1948091 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1948173.000000 Penalty: 4902.918457
	Iteration 18Q: 3 clusters Score -1948173 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1948271.500000 Penalty: 4902.918457
	Iteration 19Q: 3 clusters Score -1948272 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1948391.750000 Penalty: 4902.918457
	Iteration 20F: 3 clusters Score -1948392 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1948535.750000 Penalty: 4902.918457
	Iteration 21Q: 3 clusters Score -1948536 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1948722.750000 Penalty: 4902.918457
	Iteration 22Q: 3 clusters Score -1948723 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1948936.375000 Penalty: 4902.918457
	Iteration 23Q: 3 clusters Score -1948936 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1949113.750000 Penalty: 4902.918457
	Iteration 24Q: 3 clusters Score -1949114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1949279.875000 Penalty: 4902.918457
	Iteration 25Q: 3 clusters Score -1949280 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1949419.000000 Penalty: 4902.918457
	Iteration 26Q: 3 clusters Score -1949419 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1949517.750000 Penalty: 4902.918457
	Iteration 27Q: 3 clusters Score -1949518 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1949594.125000 Penalty: 4902.918457
	Iteration 28Q: 3 clusters Score -1949594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1949625.750000 Penalty: 4902.918457
	Iteration 29Q: 3 clusters Score -1949626 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1949657.125000 Penalty: 4902.918457
	Iteration 30Q: 3 clusters Score -1949657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1949678.500000 Penalty: 4902.918457
	Iteration 31Q: 3 clusters Score -1949678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1949684.625000 Penalty: 4902.918457
	Iteration 32Q: 3 clusters Score -1949685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1949693.375000 Penalty: 4902.918457
	Iteration 33Q: 3 clusters Score -1949693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1949697.625000 Penalty: 4902.918457
	Iteration 34Q: 3 clusters Score -1949698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1949697.500000 Penalty: 4902.918457
	Iteration 35Q: 3 clusters Score -1949698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1949706.250000 Penalty: 4902.918457
	Iteration 36Q: 3 clusters Score -1949706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1949708.875000 Penalty: 4902.918457
	Iteration 37Q: 3 clusters Score -1949709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1949708.125000 Penalty: 4902.918457
	Iteration 38Q: 3 clusters Score -1949708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1949709.750000 Penalty: 4902.918457
	Iteration 39Q: 3 clusters Score -1949710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1949711.625000 Penalty: 4902.918457
	Iteration 40F: 3 clusters Score -1949712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1949712.625000 Penalty: 4902.918457
	Iteration 41Q: 3 clusters Score -1949713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1949705.750000 Penalty: 4902.918457
	Iteration 42Q: 3 clusters Score -1949706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1949711.000000 Penalty: 4902.918457
	Iteration 43Q: 3 clusters Score -1949711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1949707.250000 Penalty: 4902.918457
	Iteration 44Q: 3 clusters Score -1949707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1949705.375000 Penalty: 4902.918457
	Iteration 45Q: 3 clusters Score -1949705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1949705.375000 Penalty: 4902.918457
	Iteration 46F: 3 clusters Score -1949705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 12341 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 7291 members 
Entering Unmasked Estep 
Score: -84122240.000000 Penalty: 183775.671875
Splitting cluster 19 changes total score from -84122368.000000 to -84122240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Entering Unmasked Estep 
Score: -430066.156250 Penalty: 2126.667725
	Iteration 0F: 2 clusters Score -430066.2 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 2680 members 
Entering Unmasked Estep 
Score: -425404.125000 Penalty: 4253.335449
	Iteration 0F: 3 clusters Score -425404.1 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -426693.812500 Penalty: 4253.335449
	Iteration 1F: 3 clusters Score -426693.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -427193.593750 Penalty: 4253.335449
	Iteration 2F: 3 clusters Score -427193.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -427530.093750 Penalty: 4253.335449
	Iteration 3F: 3 clusters Score -427530.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -427767.125000 Penalty: 4253.335449
	Iteration 4F: 3 clusters Score -427767.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -427947.625000 Penalty: 4253.335449
	Iteration 5Q: 3 clusters Score -427947.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -428056.312500 Penalty: 4253.335449
	Iteration 6Q: 3 clusters Score -428056.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -428133.156250 Penalty: 4253.335449
	Iteration 7Q: 3 clusters Score -428133.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -428199.437500 Penalty: 4253.335449
	Iteration 8Q: 3 clusters Score -428199.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -428243.343750 Penalty: 4253.335449
	Iteration 9Q: 3 clusters Score -428243.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -428280.312500 Penalty: 4253.335449
	Iteration 10Q: 3 clusters Score -428280.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -428311.718750 Penalty: 4253.335449
	Iteration 11Q: 3 clusters Score -428311.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -428333.187500 Penalty: 4253.335449
	Iteration 12Q: 3 clusters Score -428333.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -428346.281250 Penalty: 4253.335449
	Iteration 13Q: 3 clusters Score -428346.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -428351.593750 Penalty: 4253.335449
	Iteration 14Q: 3 clusters Score -428351.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -428354.875000 Penalty: 4253.335449
	Iteration 15Q: 3 clusters Score -428354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -428359.093750 Penalty: 4253.335449
	Iteration 16Q: 3 clusters Score -428359.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -428369.281250 Penalty: 4253.335449
	Iteration 17Q: 3 clusters Score -428369.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -428380.281250 Penalty: 4253.335449
	Iteration 18Q: 3 clusters Score -428380.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -428393.000000 Penalty: 4253.335449
	Iteration 19Q: 3 clusters Score -428393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -428402.687500 Penalty: 4253.335449
	Iteration 20F: 3 clusters Score -428402.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -428411.281250 Penalty: 4253.335449
	Iteration 21Q: 3 clusters Score -428411.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -428420.750000 Penalty: 4253.335449
	Iteration 22Q: 3 clusters Score -428420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -428429.000000 Penalty: 4253.335449
	Iteration 23Q: 3 clusters Score -428429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -428439.500000 Penalty: 4253.335449
	Iteration 24Q: 3 clusters Score -428439.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -428449.968750 Penalty: 4253.335449
	Iteration 25Q: 3 clusters Score -428450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -428456.843750 Penalty: 4253.335449
	Iteration 26Q: 3 clusters Score -428456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -428462.937500 Penalty: 4253.335449
	Iteration 27Q: 3 clusters Score -428462.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -428466.312500 Penalty: 4253.335449
	Iteration 28Q: 3 clusters Score -428466.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -428470.062500 Penalty: 4253.335449
	Iteration 29Q: 3 clusters Score -428470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -428472.562500 Penalty: 4253.335449
	Iteration 30Q: 3 clusters Score -428472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -428475.125000 Penalty: 4253.335449
	Iteration 31Q: 3 clusters Score -428475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -428475.593750 Penalty: 4253.335449
	Iteration 32Q: 3 clusters Score -428475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -428475.593750 Penalty: 4253.335449
	Iteration 33F: 3 clusters Score -428475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (58068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Entering Unmasked Estep 
Score: -5563566.500000 Penalty: 2720.403809
	Iteration 0F: 2 clusters Score -5563566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5524474.000000 Penalty: 5440.807617
	Iteration 0F: 3 clusters Score -5524474 nChanged 27098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5539900.500000 Penalty: 5440.807617
	Iteration 1F: 3 clusters Score -5539900 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5540769.500000 Penalty: 5440.807617
	Iteration 2Q: 3 clusters Score -5540770 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5541761.500000 Penalty: 5440.807617
	Iteration 3Q: 3 clusters Score -5541762 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5542804.000000 Penalty: 5440.807617
	Iteration 4Q: 3 clusters Score -5542804 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -5543819.000000 Penalty: 5440.807617
	Iteration 5Q: 3 clusters Score -5543819 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5544815.000000 Penalty: 5440.807617
	Iteration 6Q: 3 clusters Score -5544815 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5545832.500000 Penalty: 5440.807617
	Iteration 7Q: 3 clusters Score -5545832 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5546951.000000 Penalty: 5440.807617
	Iteration 8Q: 3 clusters Score -5546951 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -5548271.500000 Penalty: 5440.807617
	Iteration 9Q: 3 clusters Score -5548272 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5549814.500000 Penalty: 5440.807617
	Iteration 10Q: 3 clusters Score -5549814 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -5551571.500000 Penalty: 5440.807617
	Iteration 11Q: 3 clusters Score -5551572 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -5553191.000000 Penalty: 5440.807617
	Iteration 12Q: 3 clusters Score -5553191 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5554369.000000 Penalty: 5440.807617
	Iteration 13Q: 3 clusters Score -5554369 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5555098.500000 Penalty: 5440.807617
	Iteration 14Q: 3 clusters Score -5555098 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5555601.000000 Penalty: 5440.807617
	Iteration 15Q: 3 clusters Score -5555601 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5555976.500000 Penalty: 5440.807617
	Iteration 16Q: 3 clusters Score -5555976 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5556290.000000 Penalty: 5440.807617
	Iteration 17Q: 3 clusters Score -5556290 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5556601.500000 Penalty: 5440.807617
	Iteration 18Q: 3 clusters Score -5556602 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -5556881.000000 Penalty: 5440.807617
	Iteration 19Q: 3 clusters Score -5556881 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5557103.500000 Penalty: 5440.807617
	Iteration 20F: 3 clusters Score -5557104 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5557283.000000 Penalty: 5440.807617
	Iteration 21Q: 3 clusters Score -5557283 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5557451.000000 Penalty: 5440.807617
	Iteration 22Q: 3 clusters Score -5557451 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -5557619.500000 Penalty: 5440.807617
	Iteration 23Q: 3 clusters Score -5557620 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -5557709.000000 Penalty: 5440.807617
	Iteration 24Q: 3 clusters Score -5557709 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5557806.000000 Penalty: 5440.807617
	Iteration 25Q: 3 clusters Score -5557806 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5557891.500000 Penalty: 5440.807617
	Iteration 26Q: 3 clusters Score -5557892 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5557967.500000 Penalty: 5440.807617
	Iteration 27Q: 3 clusters Score -5557968 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5558070.000000 Penalty: 5440.807617
	Iteration 28Q: 3 clusters Score -5558070 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5558143.500000 Penalty: 5440.807617
	Iteration 29Q: 3 clusters Score -5558144 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5558279.500000 Penalty: 5440.807617
	Iteration 30Q: 3 clusters Score -5558280 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5558330.500000 Penalty: 5440.807617
	Iteration 31Q: 3 clusters Score -5558330 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -5558404.500000 Penalty: 5440.807617
	Iteration 32Q: 3 clusters Score -5558404 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5558501.000000 Penalty: 5440.807617
	Iteration 33Q: 3 clusters Score -5558501 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5558580.000000 Penalty: 5440.807617
	Iteration 34Q: 3 clusters Score -5558580 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5558651.000000 Penalty: 5440.807617
	Iteration 35Q: 3 clusters Score -5558651 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -5558727.500000 Penalty: 5440.807617
	Iteration 36Q: 3 clusters Score -5558728 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5558789.000000 Penalty: 5440.807617
	Iteration 37Q: 3 clusters Score -5558789 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -5558869.500000 Penalty: 5440.807617
	Iteration 38Q: 3 clusters Score -5558870 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5558934.500000 Penalty: 5440.807617
	Iteration 39Q: 3 clusters Score -5558934 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5559050.500000 Penalty: 5440.807617
	Iteration 40F: 3 clusters Score -5559050 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -5559195.500000 Penalty: 5440.807617
	Iteration 41Q: 3 clusters Score -5559196 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5559299.500000 Penalty: 5440.807617
	Iteration 42Q: 3 clusters Score -5559300 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5559421.500000 Penalty: 5440.807617
	Iteration 43Q: 3 clusters Score -5559422 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -5559571.500000 Penalty: 5440.807617
	Iteration 44Q: 3 clusters Score -5559572 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -5559703.000000 Penalty: 5440.807617
	Iteration 45Q: 3 clusters Score -5559703 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -5559851.000000 Penalty: 5440.807617
	Iteration 46Q: 3 clusters Score -5559851 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5560003.000000 Penalty: 5440.807617
	Iteration 47Q: 3 clusters Score -5560003 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -5560192.000000 Penalty: 5440.807617
	Iteration 48Q: 3 clusters Score -5560192 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -5560340.500000 Penalty: 5440.807617
	Iteration 49Q: 3 clusters Score -5560340 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5560530.000000 Penalty: 5440.807617
	Iteration 50Q: 3 clusters Score -5560530 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5560694.500000 Penalty: 5440.807617
	Iteration 51Q: 3 clusters Score -5560694 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5560876.500000 Penalty: 5440.807617
	Iteration 52Q: 3 clusters Score -5560876 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5561073.500000 Penalty: 5440.807617
	Iteration 53Q: 3 clusters Score -5561074 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5561266.500000 Penalty: 5440.807617
	Iteration 54Q: 3 clusters Score -5561266 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5561411.500000 Penalty: 5440.807617
	Iteration 55Q: 3 clusters Score -5561412 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5561579.000000 Penalty: 5440.807617
	Iteration 56Q: 3 clusters Score -5561579 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5561738.000000 Penalty: 5440.807617
	Iteration 57Q: 3 clusters Score -5561738 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5561896.500000 Penalty: 5440.807617
	Iteration 58Q: 3 clusters Score -5561896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5562037.500000 Penalty: 5440.807617
	Iteration 59Q: 3 clusters Score -5562038 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5562201.500000 Penalty: 5440.807617
	Iteration 60F: 3 clusters Score -5562202 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5562397.500000 Penalty: 5440.807617
	Iteration 61Q: 3 clusters Score -5562398 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5562540.000000 Penalty: 5440.807617
	Iteration 62Q: 3 clusters Score -5562540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5562659.000000 Penalty: 5440.807617
	Iteration 63Q: 3 clusters Score -5562659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5562756.000000 Penalty: 5440.807617
	Iteration 64Q: 3 clusters Score -5562756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5562826.500000 Penalty: 5440.807617
	Iteration 65Q: 3 clusters Score -5562826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5562871.000000 Penalty: 5440.807617
	Iteration 66Q: 3 clusters Score -5562871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5562907.500000 Penalty: 5440.807617
	Iteration 67Q: 3 clusters Score -5562908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5562919.000000 Penalty: 5440.807617
	Iteration 68Q: 3 clusters Score -5562919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5562937.000000 Penalty: 5440.807617
	Iteration 69Q: 3 clusters Score -5562937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5562941.500000 Penalty: 5440.807617
	Iteration 70Q: 3 clusters Score -5562942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5562935.000000 Penalty: 5440.807617
	Iteration 71Q: 3 clusters Score -5562935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5562936.000000 Penalty: 5440.807617
	Iteration 72Q: 3 clusters Score -5562936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5562938.500000 Penalty: 5440.807617
	Iteration 73Q: 3 clusters Score -5562938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5562941.500000 Penalty: 5440.807617
	Iteration 74Q: 3 clusters Score -5562942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5562949.500000 Penalty: 5440.807617
	Iteration 75Q: 3 clusters Score -5562950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5562948.500000 Penalty: 5440.807617
	Iteration 76Q: 3 clusters Score -5562948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5562950.000000 Penalty: 5440.807617
	Iteration 77Q: 3 clusters Score -5562950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5562949.500000 Penalty: 5440.807617
	Iteration 78Q: 3 clusters Score -5562950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5562949.500000 Penalty: 5440.807617
	Iteration 79F: 3 clusters Score -5562950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Entering Unmasked Estep 
Score: -8337305.500000 Penalty: 2841.071045
	Iteration 0F: 2 clusters Score -8337306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -8274265.000000 Penalty: 5682.142090
	Iteration 0F: 3 clusters Score -8274265 nChanged 44661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -8300082.000000 Penalty: 5682.142090
	Iteration 1F: 3 clusters Score -8300082 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -8301109.000000 Penalty: 5682.142090
	Iteration 2Q: 3 clusters Score -8301109 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -8302209.000000 Penalty: 5682.142090
	Iteration 3Q: 3 clusters Score -8302209 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8303763.000000 Penalty: 5682.142090
	Iteration 4Q: 3 clusters Score -8303763 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8305621.000000 Penalty: 5682.142090
	Iteration 5Q: 3 clusters Score -8305621 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8307947.000000 Penalty: 5682.142090
	Iteration 6F: 3 clusters Score -8307947 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8310714.500000 Penalty: 5682.142090
	Iteration 7F: 3 clusters Score -8310714 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -8313988.500000 Penalty: 5682.142090
	Iteration 8F: 3 clusters Score -8313988 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8317309.000000 Penalty: 5682.142090
	Iteration 9F: 3 clusters Score -8317309 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -8319827.000000 Penalty: 5682.142090
	Iteration 10Q: 3 clusters Score -8319827 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -8321420.500000 Penalty: 5682.142090
	Iteration 11Q: 3 clusters Score -8321420 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8322252.500000 Penalty: 5682.142090
	Iteration 12Q: 3 clusters Score -8322252 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -8322811.000000 Penalty: 5682.142090
	Iteration 13Q: 3 clusters Score -8322811 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -8323264.500000 Penalty: 5682.142090
	Iteration 14Q: 3 clusters Score -8323264 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -8323749.000000 Penalty: 5682.142090
	Iteration 15Q: 3 clusters Score -8323749 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -8324262.000000 Penalty: 5682.142090
	Iteration 16Q: 3 clusters Score -8324262 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -8324762.500000 Penalty: 5682.142090
	Iteration 17Q: 3 clusters Score -8324762 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -8325261.500000 Penalty: 5682.142090
	Iteration 18Q: 3 clusters Score -8325262 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -8325780.500000 Penalty: 5682.142090
	Iteration 19Q: 3 clusters Score -8325780 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -8326389.500000 Penalty: 5682.142090
	Iteration 20F: 3 clusters Score -8326390 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -8326987.000000 Penalty: 5682.142090
	Iteration 21Q: 3 clusters Score -8326987 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -8327669.500000 Penalty: 5682.142090
	Iteration 22Q: 3 clusters Score -8327670 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -8328384.500000 Penalty: 5682.142090
	Iteration 23Q: 3 clusters Score -8328384 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -8329136.000000 Penalty: 5682.142090
	Iteration 24Q: 3 clusters Score -8329136 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -8329884.500000 Penalty: 5682.142090
	Iteration 25Q: 3 clusters Score -8329884 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -8330554.000000 Penalty: 5682.142090
	Iteration 26Q: 3 clusters Score -8330554 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8331206.500000 Penalty: 5682.142090
	Iteration 27Q: 3 clusters Score -8331206 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -8331809.000000 Penalty: 5682.142090
	Iteration 28Q: 3 clusters Score -8331809 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -8332409.000000 Penalty: 5682.142090
	Iteration 29Q: 3 clusters Score -8332409 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -8332888.000000 Penalty: 5682.142090
	Iteration 30Q: 3 clusters Score -8332888 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -8333298.000000 Penalty: 5682.142090
	Iteration 31Q: 3 clusters Score -8333298 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8333616.500000 Penalty: 5682.142090
	Iteration 32Q: 3 clusters Score -8333616 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8333827.500000 Penalty: 5682.142090
	Iteration 33Q: 3 clusters Score -8333828 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8334073.500000 Penalty: 5682.142090
	Iteration 34Q: 3 clusters Score -8334074 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8334240.000000 Penalty: 5682.142090
	Iteration 35Q: 3 clusters Score -8334240 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8334370.500000 Penalty: 5682.142090
	Iteration 36Q: 3 clusters Score -8334370 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8334489.500000 Penalty: 5682.142090
	Iteration 37Q: 3 clusters Score -8334490 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8334585.000000 Penalty: 5682.142090
	Iteration 38Q: 3 clusters Score -8334585 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8334674.500000 Penalty: 5682.142090
	Iteration 39Q: 3 clusters Score -8334674 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8334795.000000 Penalty: 5682.142090
	Iteration 40F: 3 clusters Score -8334795 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8334877.500000 Penalty: 5682.142090
	Iteration 41Q: 3 clusters Score -8334878 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8334948.500000 Penalty: 5682.142090
	Iteration 42Q: 3 clusters Score -8334948 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8335044.500000 Penalty: 5682.142090
	Iteration 43Q: 3 clusters Score -8335044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8335103.500000 Penalty: 5682.142090
	Iteration 44Q: 3 clusters Score -8335104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8335210.000000 Penalty: 5682.142090
	Iteration 45Q: 3 clusters Score -8335210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8335356.500000 Penalty: 5682.142090
	Iteration 46Q: 3 clusters Score -8335356 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8335570.500000 Penalty: 5682.142090
	Iteration 47Q: 3 clusters Score -8335570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8335739.000000 Penalty: 5682.142090
	Iteration 48Q: 3 clusters Score -8335739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8335858.500000 Penalty: 5682.142090
	Iteration 49Q: 3 clusters Score -8335858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8335938.000000 Penalty: 5682.142090
	Iteration 50Q: 3 clusters Score -8335938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8336021.000000 Penalty: 5682.142090
	Iteration 51Q: 3 clusters Score -8336021 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8336052.500000 Penalty: 5682.142090
	Iteration 52Q: 3 clusters Score -8336052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8336125.000000 Penalty: 5682.142090
	Iteration 53Q: 3 clusters Score -8336125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8336168.000000 Penalty: 5682.142090
	Iteration 54Q: 3 clusters Score -8336168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8336220.500000 Penalty: 5682.142090
	Iteration 55Q: 3 clusters Score -8336220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8336252.000000 Penalty: 5682.142090
	Iteration 56Q: 3 clusters Score -8336252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8336268.500000 Penalty: 5682.142090
	Iteration 57Q: 3 clusters Score -8336268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8336281.500000 Penalty: 5682.142090
	Iteration 58Q: 3 clusters Score -8336282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8336296.500000 Penalty: 5682.142090
	Iteration 59Q: 3 clusters Score -8336296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8336314.500000 Penalty: 5682.142090
	Iteration 60F: 3 clusters Score -8336314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8336328.000000 Penalty: 5682.142090
	Iteration 61Q: 3 clusters Score -8336328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8336355.500000 Penalty: 5682.142090
	Iteration 62Q: 3 clusters Score -8336356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8336388.500000 Penalty: 5682.142090
	Iteration 63Q: 3 clusters Score -8336388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8336419.500000 Penalty: 5682.142090
	Iteration 64Q: 3 clusters Score -8336420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8336425.000000 Penalty: 5682.142090
	Iteration 65Q: 3 clusters Score -8336425 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8336441.500000 Penalty: 5682.142090
	Iteration 66Q: 3 clusters Score -8336442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8336464.500000 Penalty: 5682.142090
	Iteration 67Q: 3 clusters Score -8336464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8336470.000000 Penalty: 5682.142090
	Iteration 68Q: 3 clusters Score -8336470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8336491.000000 Penalty: 5682.142090
	Iteration 69Q: 3 clusters Score -8336491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8336502.000000 Penalty: 5682.142090
	Iteration 70Q: 3 clusters Score -8336502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8336502.500000 Penalty: 5682.142090
	Iteration 71Q: 3 clusters Score -8336502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8336506.500000 Penalty: 5682.142090
	Iteration 72Q: 3 clusters Score -8336506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8336514.000000 Penalty: 5682.142090
	Iteration 73Q: 3 clusters Score -8336514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8336519.000000 Penalty: 5682.142090
	Iteration 74Q: 3 clusters Score -8336519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8336532.000000 Penalty: 5682.142090
	Iteration 75Q: 3 clusters Score -8336532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8336537.500000 Penalty: 5682.142090
	Iteration 76Q: 3 clusters Score -8336538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8336535.500000 Penalty: 5682.142090
	Iteration 77Q: 3 clusters Score -8336536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8336543.000000 Penalty: 5682.142090
	Iteration 78Q: 3 clusters Score -8336543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8336545.500000 Penalty: 5682.142090
	Iteration 79Q: 3 clusters Score -8336546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8336537.500000 Penalty: 5682.142090
	Iteration 80F: 3 clusters Score -8336538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8336545.500000 Penalty: 5682.142090
	Iteration 81Q: 3 clusters Score -8336546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8336541.000000 Penalty: 5682.142090
	Iteration 82Q: 3 clusters Score -8336541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8336547.500000 Penalty: 5682.142090
	Iteration 83Q: 3 clusters Score -8336548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8336547.500000 Penalty: 5682.142090
	Iteration 84Q: 3 clusters Score -8336548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8336554.500000 Penalty: 5682.142090
	Iteration 85Q: 3 clusters Score -8336554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8336545.000000 Penalty: 5682.142090
	Iteration 86Q: 3 clusters Score -8336545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8336555.500000 Penalty: 5682.142090
	Iteration 87Q: 3 clusters Score -8336556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8336557.000000 Penalty: 5682.142090
	Iteration 88Q: 3 clusters Score -8336557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8336554.500000 Penalty: 5682.142090
	Iteration 89Q: 3 clusters Score -8336554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8336548.000000 Penalty: 5682.142090
	Iteration 90Q: 3 clusters Score -8336548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8336548.000000 Penalty: 5682.142090
	Iteration 91F: 3 clusters Score -8336548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Entering Unmasked Estep 
Score: -7277776.500000 Penalty: 2782.347900
	Iteration 0F: 2 clusters Score -7277776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -7227992.500000 Penalty: 5564.695801
	Iteration 0F: 3 clusters Score -7227992 nChanged 34873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -7247543.500000 Penalty: 5564.695801
	Iteration 1F: 3 clusters Score -7247544 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -7248264.500000 Penalty: 5564.695801
	Iteration 2Q: 3 clusters Score -7248264 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -7249017.000000 Penalty: 5564.695801
	Iteration 3Q: 3 clusters Score -7249017 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -7249925.500000 Penalty: 5564.695801
	Iteration 4Q: 3 clusters Score -7249926 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -7251142.000000 Penalty: 5564.695801
	Iteration 5Q: 3 clusters Score -7251142 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -7252685.000000 Penalty: 5564.695801
	Iteration 6Q: 3 clusters Score -7252685 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -7254517.000000 Penalty: 5564.695801
	Iteration 7F: 3 clusters Score -7254517 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7256262.500000 Penalty: 5564.695801
	Iteration 8F: 3 clusters Score -7256262 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -7258069.000000 Penalty: 5564.695801
	Iteration 9F: 3 clusters Score -7258069 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -7259698.000000 Penalty: 5564.695801
	Iteration 10Q: 3 clusters Score -7259698 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -7261359.000000 Penalty: 5564.695801
	Iteration 11Q: 3 clusters Score -7261359 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7263224.000000 Penalty: 5564.695801
	Iteration 12Q: 3 clusters Score -7263224 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -7265481.000000 Penalty: 5564.695801
	Iteration 13Q: 3 clusters Score -7265481 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -7267889.500000 Penalty: 5564.695801
	Iteration 14Q: 3 clusters Score -7267890 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -7270016.000000 Penalty: 5564.695801
	Iteration 15Q: 3 clusters Score -7270016 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -7271468.000000 Penalty: 5564.695801
	Iteration 16Q: 3 clusters Score -7271468 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -7272511.000000 Penalty: 5564.695801
	Iteration 17Q: 3 clusters Score -7272511 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -7273314.000000 Penalty: 5564.695801
	Iteration 18Q: 3 clusters Score -7273314 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -7273973.000000 Penalty: 5564.695801
	Iteration 19Q: 3 clusters Score -7273973 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7274438.500000 Penalty: 5564.695801
	Iteration 20F: 3 clusters Score -7274438 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -7274868.500000 Penalty: 5564.695801
	Iteration 21Q: 3 clusters Score -7274868 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7275235.000000 Penalty: 5564.695801
	Iteration 22Q: 3 clusters Score -7275235 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -7275563.000000 Penalty: 5564.695801
	Iteration 23Q: 3 clusters Score -7275563 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7275798.500000 Penalty: 5564.695801
	Iteration 24Q: 3 clusters Score -7275798 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -7276009.500000 Penalty: 5564.695801
	Iteration 25Q: 3 clusters Score -7276010 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -7276158.000000 Penalty: 5564.695801
	Iteration 26Q: 3 clusters Score -7276158 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -7276260.000000 Penalty: 5564.695801
	Iteration 27Q: 3 clusters Score -7276260 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7276361.000000 Penalty: 5564.695801
	Iteration 28Q: 3 clusters Score -7276361 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7276437.000000 Penalty: 5564.695801
	Iteration 29Q: 3 clusters Score -7276437 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7276510.000000 Penalty: 5564.695801
	Iteration 30Q: 3 clusters Score -7276510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7276561.000000 Penalty: 5564.695801
	Iteration 31Q: 3 clusters Score -7276561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7276573.500000 Penalty: 5564.695801
	Iteration 32Q: 3 clusters Score -7276574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7276588.000000 Penalty: 5564.695801
	Iteration 33Q: 3 clusters Score -7276588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7276633.500000 Penalty: 5564.695801
	Iteration 34Q: 3 clusters Score -7276634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7276662.500000 Penalty: 5564.695801
	Iteration 35Q: 3 clusters Score -7276662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7276667.000000 Penalty: 5564.695801
	Iteration 36Q: 3 clusters Score -7276667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7276671.000000 Penalty: 5564.695801
	Iteration 37Q: 3 clusters Score -7276671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7276688.000000 Penalty: 5564.695801
	Iteration 38Q: 3 clusters Score -7276688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7276705.500000 Penalty: 5564.695801
	Iteration 39Q: 3 clusters Score -7276706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7276718.000000 Penalty: 5564.695801
	Iteration 40F: 3 clusters Score -7276718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7276721.000000 Penalty: 5564.695801
	Iteration 41Q: 3 clusters Score -7276721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7276727.500000 Penalty: 5564.695801
	Iteration 42Q: 3 clusters Score -7276728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7276726.000000 Penalty: 5564.695801
	Iteration 43Q: 3 clusters Score -7276726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7276723.000000 Penalty: 5564.695801
	Iteration 44Q: 3 clusters Score -7276723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7276725.000000 Penalty: 5564.695801
	Iteration 45Q: 3 clusters Score -7276725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7276738.500000 Penalty: 5564.695801
	Iteration 46Q: 3 clusters Score -7276738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7276732.500000 Penalty: 5564.695801
	Iteration 47Q: 3 clusters Score -7276732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7276734.000000 Penalty: 5564.695801
	Iteration 48Q: 3 clusters Score -7276734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7276736.000000 Penalty: 5564.695801
	Iteration 49Q: 3 clusters Score -7276736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7276736.000000 Penalty: 5564.695801
	Iteration 50F: 3 clusters Score -7276736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -491281.906250 Penalty: 2123.890869
	Iteration 0F: 2 clusters Score -491281.9 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 2621 members 
Entering Unmasked Estep 
Score: -486653.531250 Penalty: 4247.781738
	Iteration 0F: 3 clusters Score -486653.5 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -487796.406250 Penalty: 4247.781738
	Iteration 1F: 3 clusters Score -487796.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -488099.187500 Penalty: 4247.781738
	Iteration 2F: 3 clusters Score -488099.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -488386.125000 Penalty: 4247.781738
	Iteration 3F: 3 clusters Score -488386.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -488734.281250 Penalty: 4247.781738
	Iteration 4F: 3 clusters Score -488734.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -489140.593750 Penalty: 4247.781738
	Iteration 5F: 3 clusters Score -489140.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -489683.562500 Penalty: 4247.781738
	Iteration 6F: 3 clusters Score -489683.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -490244.781250 Penalty: 4247.781738
	Iteration 7F: 3 clusters Score -490244.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -490604.656250 Penalty: 4247.781738
	Iteration 8F: 3 clusters Score -490604.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -490796.906250 Penalty: 4247.781738
	Iteration 9Q: 3 clusters Score -490796.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -490878.531250 Penalty: 4247.781738
	Iteration 10Q: 3 clusters Score -490878.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -490942.031250 Penalty: 4247.781738
	Iteration 11Q: 3 clusters Score -490942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -490985.906250 Penalty: 4247.781738
	Iteration 12Q: 3 clusters Score -490985.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -491014.031250 Penalty: 4247.781738
	Iteration 13Q: 3 clusters Score -491014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -491035.281250 Penalty: 4247.781738
	Iteration 14Q: 3 clusters Score -491035.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -491049.500000 Penalty: 4247.781738
	Iteration 15Q: 3 clusters Score -491049.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -491059.750000 Penalty: 4247.781738
	Iteration 16Q: 3 clusters Score -491059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -491066.375000 Penalty: 4247.781738
	Iteration 17Q: 3 clusters Score -491066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -491071.000000 Penalty: 4247.781738
	Iteration 18Q: 3 clusters Score -491071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -491074.593750 Penalty: 4247.781738
	Iteration 19Q: 3 clusters Score -491074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -491081.718750 Penalty: 4247.781738
	Iteration 20F: 3 clusters Score -491081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -491083.593750 Penalty: 4247.781738
	Iteration 21Q: 3 clusters Score -491083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -491086.125000 Penalty: 4247.781738
	Iteration 22Q: 3 clusters Score -491086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491086.812500 Penalty: 4247.781738
	Iteration 23Q: 3 clusters Score -491086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -491087.718750 Penalty: 4247.781738
	Iteration 24Q: 3 clusters Score -491087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -491090.218750 Penalty: 4247.781738
	Iteration 25Q: 3 clusters Score -491090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -491091.656250 Penalty: 4247.781738
	Iteration 26Q: 3 clusters Score -491091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -491092.187500 Penalty: 4247.781738
	Iteration 27Q: 3 clusters Score -491092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -491092.375000 Penalty: 4247.781738
	Iteration 28Q: 3 clusters Score -491092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -491092.375000 Penalty: 4247.781738
	Iteration 29Q: 3 clusters Score -491092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -491091.718750 Penalty: 4247.781738
	Iteration 30Q: 3 clusters Score -491091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -491092.625000 Penalty: 4247.781738
	Iteration 31Q: 3 clusters Score -491092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -491092.625000 Penalty: 4247.781738
	Iteration 32F: 3 clusters Score -491092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Entering Unmasked Estep 
Score: -2015549.375000 Penalty: 2466.672363
	Iteration 0F: 2 clusters Score -2015549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2000936.375000 Penalty: 4933.344727
	Iteration 0F: 3 clusters Score -2000936 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2005831.875000 Penalty: 4933.344727
	Iteration 1F: 3 clusters Score -2005832 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2006344.875000 Penalty: 4933.344727
	Iteration 2F: 3 clusters Score -2006345 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2006818.000000 Penalty: 4933.344727
	Iteration 3F: 3 clusters Score -2006818 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2007239.625000 Penalty: 4933.344727
	Iteration 4Q: 3 clusters Score -2007240 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2007746.125000 Penalty: 4933.344727
	Iteration 5Q: 3 clusters Score -2007746 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2008425.250000 Penalty: 4933.344727
	Iteration 6F: 3 clusters Score -2008425 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2009202.875000 Penalty: 4933.344727
	Iteration 7F: 3 clusters Score -2009203 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2009940.625000 Penalty: 4933.344727
	Iteration 8F: 3 clusters Score -2009941 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2010580.000000 Penalty: 4933.344727
	Iteration 9F: 3 clusters Score -2010580 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2011124.125000 Penalty: 4933.344727
	Iteration 10Q: 3 clusters Score -2011124 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2011524.875000 Penalty: 4933.344727
	Iteration 11Q: 3 clusters Score -2011525 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2011878.250000 Penalty: 4933.344727
	Iteration 12Q: 3 clusters Score -2011878 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2012261.750000 Penalty: 4933.344727
	Iteration 13Q: 3 clusters Score -2012262 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2012607.375000 Penalty: 4933.344727
	Iteration 14Q: 3 clusters Score -2012607 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2012940.250000 Penalty: 4933.344727
	Iteration 15Q: 3 clusters Score -2012940 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2013200.750000 Penalty: 4933.344727
	Iteration 16Q: 3 clusters Score -2013201 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2013407.500000 Penalty: 4933.344727
	Iteration 17Q: 3 clusters Score -2013408 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2013588.250000 Penalty: 4933.344727
	Iteration 18Q: 3 clusters Score -2013588 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2013726.750000 Penalty: 4933.344727
	Iteration 19Q: 3 clusters Score -2013727 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2013841.875000 Penalty: 4933.344727
	Iteration 20F: 3 clusters Score -2013842 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2013927.875000 Penalty: 4933.344727
	Iteration 21Q: 3 clusters Score -2013928 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2014004.750000 Penalty: 4933.344727
	Iteration 22Q: 3 clusters Score -2014005 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2014058.625000 Penalty: 4933.344727
	Iteration 23Q: 3 clusters Score -2014059 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2014105.500000 Penalty: 4933.344727
	Iteration 24Q: 3 clusters Score -2014106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2014156.625000 Penalty: 4933.344727
	Iteration 25Q: 3 clusters Score -2014157 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2014189.625000 Penalty: 4933.344727
	Iteration 26Q: 3 clusters Score -2014190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2014231.750000 Penalty: 4933.344727
	Iteration 27Q: 3 clusters Score -2014232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2014265.250000 Penalty: 4933.344727
	Iteration 28Q: 3 clusters Score -2014265 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2014279.375000 Penalty: 4933.344727
	Iteration 29Q: 3 clusters Score -2014279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2014301.750000 Penalty: 4933.344727
	Iteration 30Q: 3 clusters Score -2014302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2014314.875000 Penalty: 4933.344727
	Iteration 31Q: 3 clusters Score -2014315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2014326.000000 Penalty: 4933.344727
	Iteration 32Q: 3 clusters Score -2014326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2014332.125000 Penalty: 4933.344727
	Iteration 33Q: 3 clusters Score -2014332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2014335.000000 Penalty: 4933.344727
	Iteration 34Q: 3 clusters Score -2014335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2014337.250000 Penalty: 4933.344727
	Iteration 35Q: 3 clusters Score -2014337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2014340.250000 Penalty: 4933.344727
	Iteration 36Q: 3 clusters Score -2014340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2014345.250000 Penalty: 4933.344727
	Iteration 37Q: 3 clusters Score -2014345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2014342.000000 Penalty: 4933.344727
	Iteration 38Q: 3 clusters Score -2014342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2014341.375000 Penalty: 4933.344727
	Iteration 39Q: 3 clusters Score -2014341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2014338.000000 Penalty: 4933.344727
	Iteration 40F: 3 clusters Score -2014338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Entering Unmasked Estep 
Score: -1896277.875000 Penalty: 2460.099121
	Iteration 0F: 2 clusters Score -1896278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1882179.875000 Penalty: 4920.198242
	Iteration 0F: 3 clusters Score -1882180 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1887140.000000 Penalty: 4920.198242
	Iteration 1F: 3 clusters Score -1887140 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1887710.125000 Penalty: 4920.198242
	Iteration 2F: 3 clusters Score -1887710 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1888302.875000 Penalty: 4920.198242
	Iteration 3F: 3 clusters Score -1888303 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1888978.000000 Penalty: 4920.198242
	Iteration 4F: 3 clusters Score -1888978 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1889654.250000 Penalty: 4920.198242
	Iteration 5F: 3 clusters Score -1889654 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1890330.875000 Penalty: 4920.198242
	Iteration 6F: 3 clusters Score -1890331 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1890983.750000 Penalty: 4920.198242
	Iteration 7F: 3 clusters Score -1890984 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1891537.500000 Penalty: 4920.198242
	Iteration 8Q: 3 clusters Score -1891538 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1891978.750000 Penalty: 4920.198242
	Iteration 9Q: 3 clusters Score -1891979 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1892332.000000 Penalty: 4920.198242
	Iteration 10Q: 3 clusters Score -1892332 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1892625.875000 Penalty: 4920.198242
	Iteration 11Q: 3 clusters Score -1892626 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1892837.625000 Penalty: 4920.198242
	Iteration 12Q: 3 clusters Score -1892838 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1892998.250000 Penalty: 4920.198242
	Iteration 13Q: 3 clusters Score -1892998 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1893129.875000 Penalty: 4920.198242
	Iteration 14Q: 3 clusters Score -1893130 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1893228.375000 Penalty: 4920.198242
	Iteration 15Q: 3 clusters Score -1893228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1893291.000000 Penalty: 4920.198242
	Iteration 16Q: 3 clusters Score -1893291 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1893335.000000 Penalty: 4920.198242
	Iteration 17Q: 3 clusters Score -1893335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1893372.625000 Penalty: 4920.198242
	Iteration 18Q: 3 clusters Score -1893373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1893407.375000 Penalty: 4920.198242
	Iteration 19Q: 3 clusters Score -1893407 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1893448.875000 Penalty: 4920.198242
	Iteration 20F: 3 clusters Score -1893449 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1893504.625000 Penalty: 4920.198242
	Iteration 21Q: 3 clusters Score -1893505 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1893574.875000 Penalty: 4920.198242
	Iteration 22Q: 3 clusters Score -1893575 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1893655.750000 Penalty: 4920.198242
	Iteration 23Q: 3 clusters Score -1893656 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1893731.125000 Penalty: 4920.198242
	Iteration 24Q: 3 clusters Score -1893731 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1893812.375000 Penalty: 4920.198242
	Iteration 25Q: 3 clusters Score -1893812 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1893904.125000 Penalty: 4920.198242
	Iteration 26Q: 3 clusters Score -1893904 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1894013.750000 Penalty: 4920.198242
	Iteration 27Q: 3 clusters Score -1894014 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1894115.875000 Penalty: 4920.198242
	Iteration 28Q: 3 clusters Score -1894116 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1894229.250000 Penalty: 4920.198242
	Iteration 29Q: 3 clusters Score -1894229 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1894333.875000 Penalty: 4920.198242
	Iteration 30Q: 3 clusters Score -1894334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1894440.750000 Penalty: 4920.198242
	Iteration 31Q: 3 clusters Score -1894441 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1894533.000000 Penalty: 4920.198242
	Iteration 32Q: 3 clusters Score -1894533 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1894618.750000 Penalty: 4920.198242
	Iteration 33Q: 3 clusters Score -1894619 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1894699.625000 Penalty: 4920.198242
	Iteration 34Q: 3 clusters Score -1894700 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1894760.875000 Penalty: 4920.198242
	Iteration 35Q: 3 clusters Score -1894761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1894819.750000 Penalty: 4920.198242
	Iteration 36Q: 3 clusters Score -1894820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1894878.875000 Penalty: 4920.198242
	Iteration 37Q: 3 clusters Score -1894879 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1894950.125000 Penalty: 4920.198242
	Iteration 38Q: 3 clusters Score -1894950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1895022.000000 Penalty: 4920.198242
	Iteration 39Q: 3 clusters Score -1895022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1895079.000000 Penalty: 4920.198242
	Iteration 40F: 3 clusters Score -1895079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1895120.500000 Penalty: 4920.198242
	Iteration 41Q: 3 clusters Score -1895120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1895176.500000 Penalty: 4920.198242
	Iteration 42Q: 3 clusters Score -1895176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1895212.625000 Penalty: 4920.198242
	Iteration 43Q: 3 clusters Score -1895213 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1895231.375000 Penalty: 4920.198242
	Iteration 44Q: 3 clusters Score -1895231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1895258.125000 Penalty: 4920.198242
	Iteration 45Q: 3 clusters Score -1895258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1895279.625000 Penalty: 4920.198242
	Iteration 46Q: 3 clusters Score -1895280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1895290.875000 Penalty: 4920.198242
	Iteration 47Q: 3 clusters Score -1895291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1895309.250000 Penalty: 4920.198242
	Iteration 48Q: 3 clusters Score -1895309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1895319.125000 Penalty: 4920.198242
	Iteration 49Q: 3 clusters Score -1895319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1895327.875000 Penalty: 4920.198242
	Iteration 50Q: 3 clusters Score -1895328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1895337.375000 Penalty: 4920.198242
	Iteration 51Q: 3 clusters Score -1895337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1895349.250000 Penalty: 4920.198242
	Iteration 52Q: 3 clusters Score -1895349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1895362.375000 Penalty: 4920.198242
	Iteration 53Q: 3 clusters Score -1895362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1895378.625000 Penalty: 4920.198242
	Iteration 54Q: 3 clusters Score -1895379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1895403.250000 Penalty: 4920.198242
	Iteration 55Q: 3 clusters Score -1895403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1895425.000000 Penalty: 4920.198242
	Iteration 56Q: 3 clusters Score -1895425 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1895462.875000 Penalty: 4920.198242
	Iteration 57Q: 3 clusters Score -1895463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1895481.875000 Penalty: 4920.198242
	Iteration 58Q: 3 clusters Score -1895482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1895506.000000 Penalty: 4920.198242
	Iteration 59Q: 3 clusters Score -1895506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1895528.875000 Penalty: 4920.198242
	Iteration 60F: 3 clusters Score -1895529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1895568.125000 Penalty: 4920.198242
	Iteration 61Q: 3 clusters Score -1895568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1895607.875000 Penalty: 4920.198242
	Iteration 62Q: 3 clusters Score -1895608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1895662.750000 Penalty: 4920.198242
	Iteration 63Q: 3 clusters Score -1895663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1895713.750000 Penalty: 4920.198242
	Iteration 64Q: 3 clusters Score -1895714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1895746.375000 Penalty: 4920.198242
	Iteration 65Q: 3 clusters Score -1895746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1895776.000000 Penalty: 4920.198242
	Iteration 66Q: 3 clusters Score -1895776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1895805.500000 Penalty: 4920.198242
	Iteration 67Q: 3 clusters Score -1895806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1895828.375000 Penalty: 4920.198242
	Iteration 68Q: 3 clusters Score -1895828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1895849.500000 Penalty: 4920.198242
	Iteration 69Q: 3 clusters Score -1895850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1895859.000000 Penalty: 4920.198242
	Iteration 70Q: 3 clusters Score -1895859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1895868.125000 Penalty: 4920.198242
	Iteration 71Q: 3 clusters Score -1895868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1895876.375000 Penalty: 4920.198242
	Iteration 72Q: 3 clusters Score -1895876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1895873.625000 Penalty: 4920.198242
	Iteration 73Q: 3 clusters Score -1895874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1895878.250000 Penalty: 4920.198242
	Iteration 74Q: 3 clusters Score -1895878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1895882.250000 Penalty: 4920.198242
	Iteration 75Q: 3 clusters Score -1895882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1895885.125000 Penalty: 4920.198242
	Iteration 76Q: 3 clusters Score -1895885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1895893.000000 Penalty: 4920.198242
	Iteration 77Q: 3 clusters Score -1895893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1895895.875000 Penalty: 4920.198242
	Iteration 78Q: 3 clusters Score -1895896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1895896.125000 Penalty: 4920.198242
	Iteration 79Q: 3 clusters Score -1895896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1895895.375000 Penalty: 4920.198242
	Iteration 80F: 3 clusters Score -1895895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1895896.875000 Penalty: 4920.198242
	Iteration 81Q: 3 clusters Score -1895897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1895896.750000 Penalty: 4920.198242
	Iteration 82Q: 3 clusters Score -1895897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1895895.625000 Penalty: 4920.198242
	Iteration 83Q: 3 clusters Score -1895896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1895895.625000 Penalty: 4920.198242
	Iteration 84F: 3 clusters Score -1895896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Entering Unmasked Estep 
Score: -1126627.875000 Penalty: 2311.937500
	Iteration 0F: 2 clusters Score -1126628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1118179.125000 Penalty: 4623.875000
	Iteration 0F: 3 clusters Score -1118179 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1120742.000000 Penalty: 4623.875000
	Iteration 1F: 3 clusters Score -1120742 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1121035.750000 Penalty: 4623.875000
	Iteration 2F: 3 clusters Score -1121036 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1121231.375000 Penalty: 4623.875000
	Iteration 3Q: 3 clusters Score -1121231 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1121383.250000 Penalty: 4623.875000
	Iteration 4Q: 3 clusters Score -1121383 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1121507.250000 Penalty: 4623.875000
	Iteration 5Q: 3 clusters Score -1121507 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1121612.375000 Penalty: 4623.875000
	Iteration 6Q: 3 clusters Score -1121612 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1121710.125000 Penalty: 4623.875000
	Iteration 7Q: 3 clusters Score -1121710 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1121800.875000 Penalty: 4623.875000
	Iteration 8Q: 3 clusters Score -1121801 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1121913.875000 Penalty: 4623.875000
	Iteration 9Q: 3 clusters Score -1121914 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1122027.875000 Penalty: 4623.875000
	Iteration 10Q: 3 clusters Score -1122028 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1122163.500000 Penalty: 4623.875000
	Iteration 11Q: 3 clusters Score -1122164 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1122338.875000 Penalty: 4623.875000
	Iteration 12Q: 3 clusters Score -1122339 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1122562.125000 Penalty: 4623.875000
	Iteration 13Q: 3 clusters Score -1122562 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1122828.125000 Penalty: 4623.875000
	Iteration 14Q: 3 clusters Score -1122828 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1123108.000000 Penalty: 4623.875000
	Iteration 15Q: 3 clusters Score -1123108 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1123365.625000 Penalty: 4623.875000
	Iteration 16Q: 3 clusters Score -1123366 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1123637.500000 Penalty: 4623.875000
	Iteration 17Q: 3 clusters Score -1123638 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1123883.125000 Penalty: 4623.875000
	Iteration 18Q: 3 clusters Score -1123883 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1124071.625000 Penalty: 4623.875000
	Iteration 19Q: 3 clusters Score -1124072 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1124210.000000 Penalty: 4623.875000
	Iteration 20F: 3 clusters Score -1124210 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1124322.500000 Penalty: 4623.875000
	Iteration 21Q: 3 clusters Score -1124322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1124397.875000 Penalty: 4623.875000
	Iteration 22Q: 3 clusters Score -1124398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1124448.375000 Penalty: 4623.875000
	Iteration 23Q: 3 clusters Score -1124448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1124476.625000 Penalty: 4623.875000
	Iteration 24Q: 3 clusters Score -1124477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1124499.750000 Penalty: 4623.875000
	Iteration 25Q: 3 clusters Score -1124500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1124522.625000 Penalty: 4623.875000
	Iteration 26Q: 3 clusters Score -1124523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1124553.875000 Penalty: 4623.875000
	Iteration 27Q: 3 clusters Score -1124554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1124579.500000 Penalty: 4623.875000
	Iteration 28Q: 3 clusters Score -1124580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1124602.125000 Penalty: 4623.875000
	Iteration 29Q: 3 clusters Score -1124602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1124624.500000 Penalty: 4623.875000
	Iteration 30Q: 3 clusters Score -1124624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1124645.875000 Penalty: 4623.875000
	Iteration 31Q: 3 clusters Score -1124646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1124662.375000 Penalty: 4623.875000
	Iteration 32Q: 3 clusters Score -1124662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1124672.375000 Penalty: 4623.875000
	Iteration 33Q: 3 clusters Score -1124672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1124687.375000 Penalty: 4623.875000
	Iteration 34Q: 3 clusters Score -1124687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1124699.625000 Penalty: 4623.875000
	Iteration 35Q: 3 clusters Score -1124700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1124705.875000 Penalty: 4623.875000
	Iteration 36Q: 3 clusters Score -1124706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1124706.875000 Penalty: 4623.875000
	Iteration 37Q: 3 clusters Score -1124707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1124710.000000 Penalty: 4623.875000
	Iteration 38Q: 3 clusters Score -1124710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1124714.250000 Penalty: 4623.875000
	Iteration 39Q: 3 clusters Score -1124714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1124715.750000 Penalty: 4623.875000
	Iteration 40F: 3 clusters Score -1124716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1124716.750000 Penalty: 4623.875000
	Iteration 41Q: 3 clusters Score -1124717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1124716.375000 Penalty: 4623.875000
	Iteration 42Q: 3 clusters Score -1124716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1124716.375000 Penalty: 4623.875000
	Iteration 43F: 3 clusters Score -1124716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -189682.468750 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -189682.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187089.437500 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -187089.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -187573.109375 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -187573.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -187688.453125 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -187688.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -187739.453125 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -187739.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -187768.890625 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -187768.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -187785.656250 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -187785.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187796.546875 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -187796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -187803.593750 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -187803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -187811.500000 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -187811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -187820.031250 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -187820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187826.546875 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -187826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -187833.531250 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -187833.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187838.500000 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -187838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187841.437500 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -187841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187843.296875 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -187843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -187846.031250 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -187846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -187847.984375 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -187848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187849.718750 Penalty: 3770.543457
	Iteration 17Q: 3 clusters Score -187849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187851.328125 Penalty: 3770.543457
	Iteration 18Q: 3 clusters Score -187851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -187851.921875 Penalty: 3770.543457
	Iteration 19Q: 3 clusters Score -187851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -187851.921875 Penalty: 3770.543457
	Iteration 20F: 3 clusters Score -187851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -1061943.375000 Penalty: 2295.957031
	Iteration 0F: 2 clusters Score -1061943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1053884.125000 Penalty: 4591.914062
	Iteration 0F: 3 clusters Score -1053884 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1056234.750000 Penalty: 4591.914062
	Iteration 1F: 3 clusters Score -1056235 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1056454.125000 Penalty: 4591.914062
	Iteration 2F: 3 clusters Score -1056454 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1056598.000000 Penalty: 4591.914062
	Iteration 3Q: 3 clusters Score -1056598 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1056707.500000 Penalty: 4591.914062
	Iteration 4Q: 3 clusters Score -1056708 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1056807.375000 Penalty: 4591.914062
	Iteration 5Q: 3 clusters Score -1056807 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1056891.375000 Penalty: 4591.914062
	Iteration 6Q: 3 clusters Score -1056891 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1056959.875000 Penalty: 4591.914062
	Iteration 7Q: 3 clusters Score -1056960 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1057022.000000 Penalty: 4591.914062
	Iteration 8Q: 3 clusters Score -1057022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1057074.875000 Penalty: 4591.914062
	Iteration 9Q: 3 clusters Score -1057075 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1057128.750000 Penalty: 4591.914062
	Iteration 10Q: 3 clusters Score -1057129 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1057172.000000 Penalty: 4591.914062
	Iteration 11Q: 3 clusters Score -1057172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1057215.000000 Penalty: 4591.914062
	Iteration 12Q: 3 clusters Score -1057215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1057251.125000 Penalty: 4591.914062
	Iteration 13Q: 3 clusters Score -1057251 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1057288.875000 Penalty: 4591.914062
	Iteration 14Q: 3 clusters Score -1057289 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1057339.500000 Penalty: 4591.914062
	Iteration 15Q: 3 clusters Score -1057340 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1057388.875000 Penalty: 4591.914062
	Iteration 16Q: 3 clusters Score -1057389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1057429.000000 Penalty: 4591.914062
	Iteration 17Q: 3 clusters Score -1057429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1057476.250000 Penalty: 4591.914062
	Iteration 18Q: 3 clusters Score -1057476 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1057527.500000 Penalty: 4591.914062
	Iteration 19Q: 3 clusters Score -1057528 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1057571.250000 Penalty: 4591.914062
	Iteration 20F: 3 clusters Score -1057571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1057611.375000 Penalty: 4591.914062
	Iteration 21Q: 3 clusters Score -1057611 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1057650.625000 Penalty: 4591.914062
	Iteration 22Q: 3 clusters Score -1057651 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1057692.375000 Penalty: 4591.914062
	Iteration 23Q: 3 clusters Score -1057692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1057741.375000 Penalty: 4591.914062
	Iteration 24Q: 3 clusters Score -1057741 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1057783.625000 Penalty: 4591.914062
	Iteration 25Q: 3 clusters Score -1057784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1057832.500000 Penalty: 4591.914062
	Iteration 26Q: 3 clusters Score -1057832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1057892.625000 Penalty: 4591.914062
	Iteration 27Q: 3 clusters Score -1057893 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1057960.250000 Penalty: 4591.914062
	Iteration 28Q: 3 clusters Score -1057960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1058032.250000 Penalty: 4591.914062
	Iteration 29Q: 3 clusters Score -1058032 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1058097.500000 Penalty: 4591.914062
	Iteration 30Q: 3 clusters Score -1058098 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1058165.250000 Penalty: 4591.914062
	Iteration 31Q: 3 clusters Score -1058165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1058235.375000 Penalty: 4591.914062
	Iteration 32Q: 3 clusters Score -1058235 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1058308.125000 Penalty: 4591.914062
	Iteration 33Q: 3 clusters Score -1058308 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1058390.500000 Penalty: 4591.914062
	Iteration 34Q: 3 clusters Score -1058390 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1058471.750000 Penalty: 4591.914062
	Iteration 35Q: 3 clusters Score -1058472 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1058545.625000 Penalty: 4591.914062
	Iteration 36Q: 3 clusters Score -1058546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1058619.750000 Penalty: 4591.914062
	Iteration 37Q: 3 clusters Score -1058620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1058722.750000 Penalty: 4591.914062
	Iteration 38Q: 3 clusters Score -1058723 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1058829.750000 Penalty: 4591.914062
	Iteration 39Q: 3 clusters Score -1058830 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1058935.000000 Penalty: 4591.914062
	Iteration 40F: 3 clusters Score -1058935 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1059056.000000 Penalty: 4591.914062
	Iteration 41Q: 3 clusters Score -1059056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1059179.625000 Penalty: 4591.914062
	Iteration 42Q: 3 clusters Score -1059180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1059283.875000 Penalty: 4591.914062
	Iteration 43Q: 3 clusters Score -1059284 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1059382.375000 Penalty: 4591.914062
	Iteration 44Q: 3 clusters Score -1059382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1059456.500000 Penalty: 4591.914062
	Iteration 45Q: 3 clusters Score -1059456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1059523.125000 Penalty: 4591.914062
	Iteration 46Q: 3 clusters Score -1059523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1059582.750000 Penalty: 4591.914062
	Iteration 47Q: 3 clusters Score -1059583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1059647.250000 Penalty: 4591.914062
	Iteration 48Q: 3 clusters Score -1059647 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1059701.000000 Penalty: 4591.914062
	Iteration 49Q: 3 clusters Score -1059701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1059744.750000 Penalty: 4591.914062
	Iteration 50Q: 3 clusters Score -1059745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1059785.250000 Penalty: 4591.914062
	Iteration 51Q: 3 clusters Score -1059785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1059812.375000 Penalty: 4591.914062
	Iteration 52Q: 3 clusters Score -1059812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1059826.625000 Penalty: 4591.914062
	Iteration 53Q: 3 clusters Score -1059827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1059839.125000 Penalty: 4591.914062
	Iteration 54Q: 3 clusters Score -1059839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1059852.250000 Penalty: 4591.914062
	Iteration 55Q: 3 clusters Score -1059852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1059866.625000 Penalty: 4591.914062
	Iteration 56Q: 3 clusters Score -1059867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1059876.000000 Penalty: 4591.914062
	Iteration 57Q: 3 clusters Score -1059876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1059881.750000 Penalty: 4591.914062
	Iteration 58Q: 3 clusters Score -1059882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1059888.625000 Penalty: 4591.914062
	Iteration 59Q: 3 clusters Score -1059889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1059893.500000 Penalty: 4591.914062
	Iteration 60F: 3 clusters Score -1059894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1059898.375000 Penalty: 4591.914062
	Iteration 61Q: 3 clusters Score -1059898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1059903.625000 Penalty: 4591.914062
	Iteration 62Q: 3 clusters Score -1059904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1059908.125000 Penalty: 4591.914062
	Iteration 63Q: 3 clusters Score -1059908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1059913.875000 Penalty: 4591.914062
	Iteration 64Q: 3 clusters Score -1059914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1059919.750000 Penalty: 4591.914062
	Iteration 65Q: 3 clusters Score -1059920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1059922.875000 Penalty: 4591.914062
	Iteration 66Q: 3 clusters Score -1059923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1059928.500000 Penalty: 4591.914062
	Iteration 67Q: 3 clusters Score -1059928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1059930.500000 Penalty: 4591.914062
	Iteration 68Q: 3 clusters Score -1059930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1059931.125000 Penalty: 4591.914062
	Iteration 69Q: 3 clusters Score -1059931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1059933.000000 Penalty: 4591.914062
	Iteration 70Q: 3 clusters Score -1059933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1059934.125000 Penalty: 4591.914062
	Iteration 71Q: 3 clusters Score -1059934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1059935.125000 Penalty: 4591.914062
	Iteration 72Q: 3 clusters Score -1059935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1059937.250000 Penalty: 4591.914062
	Iteration 73Q: 3 clusters Score -1059937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1059941.625000 Penalty: 4591.914062
	Iteration 74Q: 3 clusters Score -1059942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1059945.375000 Penalty: 4591.914062
	Iteration 75Q: 3 clusters Score -1059945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1059948.250000 Penalty: 4591.914062
	Iteration 76Q: 3 clusters Score -1059948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1059950.125000 Penalty: 4591.914062
	Iteration 77Q: 3 clusters Score -1059950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1059950.125000 Penalty: 4591.914062
	Iteration 78F: 3 clusters Score -1059950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Entering Unmasked Estep 
Score: -3144934.500000 Penalty: 2577.232910
	Iteration 0F: 2 clusters Score -3144934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3122568.500000 Penalty: 5154.465820
	Iteration 0F: 3 clusters Score -3122568 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3130697.250000 Penalty: 5154.465820
	Iteration 1F: 3 clusters Score -3130697 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3131188.750000 Penalty: 5154.465820
	Iteration 2Q: 3 clusters Score -3131189 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3131656.750000 Penalty: 5154.465820
	Iteration 3Q: 3 clusters Score -3131657 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3132150.500000 Penalty: 5154.465820
	Iteration 4Q: 3 clusters Score -3132150 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3132647.750000 Penalty: 5154.465820
	Iteration 5Q: 3 clusters Score -3132648 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3133098.500000 Penalty: 5154.465820
	Iteration 6Q: 3 clusters Score -3133098 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3133564.750000 Penalty: 5154.465820
	Iteration 7Q: 3 clusters Score -3133565 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3134019.500000 Penalty: 5154.465820
	Iteration 8Q: 3 clusters Score -3134020 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3134545.000000 Penalty: 5154.465820
	Iteration 9Q: 3 clusters Score -3134545 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3135121.000000 Penalty: 5154.465820
	Iteration 10Q: 3 clusters Score -3135121 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3135722.750000 Penalty: 5154.465820
	Iteration 11Q: 3 clusters Score -3135723 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3136318.500000 Penalty: 5154.465820
	Iteration 12Q: 3 clusters Score -3136318 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3136800.500000 Penalty: 5154.465820
	Iteration 13Q: 3 clusters Score -3136800 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3137172.750000 Penalty: 5154.465820
	Iteration 14Q: 3 clusters Score -3137173 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3137420.750000 Penalty: 5154.465820
	Iteration 15Q: 3 clusters Score -3137421 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3137573.000000 Penalty: 5154.465820
	Iteration 16Q: 3 clusters Score -3137573 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3137652.000000 Penalty: 5154.465820
	Iteration 17Q: 3 clusters Score -3137652 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3137711.250000 Penalty: 5154.465820
	Iteration 18Q: 3 clusters Score -3137711 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3137774.000000 Penalty: 5154.465820
	Iteration 19Q: 3 clusters Score -3137774 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3137815.750000 Penalty: 5154.465820
	Iteration 20F: 3 clusters Score -3137816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3137862.000000 Penalty: 5154.465820
	Iteration 21Q: 3 clusters Score -3137862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3137893.250000 Penalty: 5154.465820
	Iteration 22Q: 3 clusters Score -3137893 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3137947.000000 Penalty: 5154.465820
	Iteration 23Q: 3 clusters Score -3137947 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3137990.750000 Penalty: 5154.465820
	Iteration 24Q: 3 clusters Score -3137991 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3138028.250000 Penalty: 5154.465820
	Iteration 25Q: 3 clusters Score -3138028 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3138069.250000 Penalty: 5154.465820
	Iteration 26Q: 3 clusters Score -3138069 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3138118.500000 Penalty: 5154.465820
	Iteration 27Q: 3 clusters Score -3138118 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3138163.750000 Penalty: 5154.465820
	Iteration 28Q: 3 clusters Score -3138164 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3138211.500000 Penalty: 5154.465820
	Iteration 29Q: 3 clusters Score -3138212 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3138261.250000 Penalty: 5154.465820
	Iteration 30Q: 3 clusters Score -3138261 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3138312.750000 Penalty: 5154.465820
	Iteration 31Q: 3 clusters Score -3138313 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3138372.250000 Penalty: 5154.465820
	Iteration 32Q: 3 clusters Score -3138372 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3138447.500000 Penalty: 5154.465820
	Iteration 33Q: 3 clusters Score -3138448 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3138527.750000 Penalty: 5154.465820
	Iteration 34Q: 3 clusters Score -3138528 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3138618.000000 Penalty: 5154.465820
	Iteration 35Q: 3 clusters Score -3138618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3138719.750000 Penalty: 5154.465820
	Iteration 36Q: 3 clusters Score -3138720 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3138840.000000 Penalty: 5154.465820
	Iteration 37Q: 3 clusters Score -3138840 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3138982.500000 Penalty: 5154.465820
	Iteration 38Q: 3 clusters Score -3138982 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3139151.500000 Penalty: 5154.465820
	Iteration 39Q: 3 clusters Score -3139152 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3139348.750000 Penalty: 5154.465820
	Iteration 40F: 3 clusters Score -3139349 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3139585.000000 Penalty: 5154.465820
	Iteration 41Q: 3 clusters Score -3139585 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3139846.250000 Penalty: 5154.465820
	Iteration 42Q: 3 clusters Score -3139846 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3140142.750000 Penalty: 5154.465820
	Iteration 43Q: 3 clusters Score -3140143 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3140406.750000 Penalty: 5154.465820
	Iteration 44Q: 3 clusters Score -3140407 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3140692.250000 Penalty: 5154.465820
	Iteration 45Q: 3 clusters Score -3140692 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3140999.750000 Penalty: 5154.465820
	Iteration 46Q: 3 clusters Score -3141000 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3141299.750000 Penalty: 5154.465820
	Iteration 47Q: 3 clusters Score -3141300 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3141579.750000 Penalty: 5154.465820
	Iteration 48Q: 3 clusters Score -3141580 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3141847.000000 Penalty: 5154.465820
	Iteration 49Q: 3 clusters Score -3141847 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3142070.250000 Penalty: 5154.465820
	Iteration 50Q: 3 clusters Score -3142070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -3142255.250000 Penalty: 5154.465820
	Iteration 51Q: 3 clusters Score -3142255 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3142408.500000 Penalty: 5154.465820
	Iteration 52Q: 3 clusters Score -3142408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3142533.000000 Penalty: 5154.465820
	Iteration 53Q: 3 clusters Score -3142533 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3142595.500000 Penalty: 5154.465820
	Iteration 54Q: 3 clusters Score -3142596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3142653.750000 Penalty: 5154.465820
	Iteration 55Q: 3 clusters Score -3142654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3142684.500000 Penalty: 5154.465820
	Iteration 56Q: 3 clusters Score -3142684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3142726.500000 Penalty: 5154.465820
	Iteration 57Q: 3 clusters Score -3142726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -3142748.000000 Penalty: 5154.465820
	Iteration 58Q: 3 clusters Score -3142748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -3142766.750000 Penalty: 5154.465820
	Iteration 59Q: 3 clusters Score -3142767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3142793.500000 Penalty: 5154.465820
	Iteration 60F: 3 clusters Score -3142794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3142817.500000 Penalty: 5154.465820
	Iteration 61Q: 3 clusters Score -3142818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3142823.750000 Penalty: 5154.465820
	Iteration 62Q: 3 clusters Score -3142824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3142826.500000 Penalty: 5154.465820
	Iteration 63Q: 3 clusters Score -3142826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3142837.000000 Penalty: 5154.465820
	Iteration 64Q: 3 clusters Score -3142837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3142836.500000 Penalty: 5154.465820
	Iteration 65Q: 3 clusters Score -3142836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3142844.250000 Penalty: 5154.465820
	Iteration 66Q: 3 clusters Score -3142844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3142850.750000 Penalty: 5154.465820
	Iteration 67Q: 3 clusters Score -3142851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3142847.750000 Penalty: 5154.465820
	Iteration 68Q: 3 clusters Score -3142848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3142854.000000 Penalty: 5154.465820
	Iteration 69Q: 3 clusters Score -3142854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3142851.750000 Penalty: 5154.465820
	Iteration 70Q: 3 clusters Score -3142852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3142853.750000 Penalty: 5154.465820
	Iteration 71Q: 3 clusters Score -3142854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3142850.750000 Penalty: 5154.465820
	Iteration 72Q: 3 clusters Score -3142851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3142852.750000 Penalty: 5154.465820
	Iteration 73Q: 3 clusters Score -3142853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3142854.500000 Penalty: 5154.465820
	Iteration 74Q: 3 clusters Score -3142854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3142854.500000 Penalty: 5154.465820
	Iteration 75F: 3 clusters Score -3142854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -276253.218750 Penalty: 1979.385132
	Iteration 0F: 2 clusters Score -276253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -273051.750000 Penalty: 3958.770264
	Iteration 0F: 3 clusters Score -273051.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -273728.562500 Penalty: 3958.770264
	Iteration 1F: 3 clusters Score -273728.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -273882.968750 Penalty: 3958.770264
	Iteration 2F: 3 clusters Score -273883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -273989.031250 Penalty: 3958.770264
	Iteration 3Q: 3 clusters Score -273989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -274057.812500 Penalty: 3958.770264
	Iteration 4Q: 3 clusters Score -274057.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -274103.000000 Penalty: 3958.770264
	Iteration 5Q: 3 clusters Score -274103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -274145.312500 Penalty: 3958.770264
	Iteration 6Q: 3 clusters Score -274145.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -274174.500000 Penalty: 3958.770264
	Iteration 7Q: 3 clusters Score -274174.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -274203.531250 Penalty: 3958.770264
	Iteration 8Q: 3 clusters Score -274203.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -274230.437500 Penalty: 3958.770264
	Iteration 9Q: 3 clusters Score -274230.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -274256.906250 Penalty: 3958.770264
	Iteration 10Q: 3 clusters Score -274256.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -274281.750000 Penalty: 3958.770264
	Iteration 11Q: 3 clusters Score -274281.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -274295.562500 Penalty: 3958.770264
	Iteration 12Q: 3 clusters Score -274295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -274316.562500 Penalty: 3958.770264
	Iteration 13Q: 3 clusters Score -274316.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -274339.968750 Penalty: 3958.770264
	Iteration 14Q: 3 clusters Score -274340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -274359.468750 Penalty: 3958.770264
	Iteration 15Q: 3 clusters Score -274359.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -274380.406250 Penalty: 3958.770264
	Iteration 16Q: 3 clusters Score -274380.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -274400.593750 Penalty: 3958.770264
	Iteration 17Q: 3 clusters Score -274400.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -274420.125000 Penalty: 3958.770264
	Iteration 18Q: 3 clusters Score -274420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -274442.031250 Penalty: 3958.770264
	Iteration 19Q: 3 clusters Score -274442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -274462.062500 Penalty: 3958.770264
	Iteration 20F: 3 clusters Score -274462.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -274477.718750 Penalty: 3958.770264
	Iteration 21Q: 3 clusters Score -274477.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -274490.437500 Penalty: 3958.770264
	Iteration 22Q: 3 clusters Score -274490.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -274502.781250 Penalty: 3958.770264
	Iteration 23Q: 3 clusters Score -274502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -274510.062500 Penalty: 3958.770264
	Iteration 24Q: 3 clusters Score -274510.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -274518.437500 Penalty: 3958.770264
	Iteration 25Q: 3 clusters Score -274518.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -274530.187500 Penalty: 3958.770264
	Iteration 26Q: 3 clusters Score -274530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -274538.625000 Penalty: 3958.770264
	Iteration 27Q: 3 clusters Score -274538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -274549.062500 Penalty: 3958.770264
	Iteration 28Q: 3 clusters Score -274549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -274554.406250 Penalty: 3958.770264
	Iteration 29Q: 3 clusters Score -274554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -274560.468750 Penalty: 3958.770264
	Iteration 30Q: 3 clusters Score -274560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -274564.343750 Penalty: 3958.770264
	Iteration 31Q: 3 clusters Score -274564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -274569.500000 Penalty: 3958.770264
	Iteration 32Q: 3 clusters Score -274569.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -274578.406250 Penalty: 3958.770264
	Iteration 33Q: 3 clusters Score -274578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -274587.687500 Penalty: 3958.770264
	Iteration 34Q: 3 clusters Score -274587.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -274593.937500 Penalty: 3958.770264
	Iteration 35Q: 3 clusters Score -274593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -274596.906250 Penalty: 3958.770264
	Iteration 36Q: 3 clusters Score -274596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -274598.093750 Penalty: 3958.770264
	Iteration 37Q: 3 clusters Score -274598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -274601.781250 Penalty: 3958.770264
	Iteration 38Q: 3 clusters Score -274601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -274604.125000 Penalty: 3958.770264
	Iteration 39Q: 3 clusters Score -274604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -274607.031250 Penalty: 3958.770264
	Iteration 40F: 3 clusters Score -274607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -274610.812500 Penalty: 3958.770264
	Iteration 41Q: 3 clusters Score -274610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -274617.187500 Penalty: 3958.770264
	Iteration 42Q: 3 clusters Score -274617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -274625.656250 Penalty: 3958.770264
	Iteration 43Q: 3 clusters Score -274625.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -274631.187500 Penalty: 3958.770264
	Iteration 44Q: 3 clusters Score -274631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -274637.250000 Penalty: 3958.770264
	Iteration 45Q: 3 clusters Score -274637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -274639.625000 Penalty: 3958.770264
	Iteration 46Q: 3 clusters Score -274639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -274645.062500 Penalty: 3958.770264
	Iteration 47Q: 3 clusters Score -274645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -274650.968750 Penalty: 3958.770264
	Iteration 48Q: 3 clusters Score -274651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -274657.843750 Penalty: 3958.770264
	Iteration 49Q: 3 clusters Score -274657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -274660.218750 Penalty: 3958.770264
	Iteration 50Q: 3 clusters Score -274660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -274662.218750 Penalty: 3958.770264
	Iteration 51Q: 3 clusters Score -274662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -274662.218750 Penalty: 3958.770264
	Iteration 52F: 3 clusters Score -274662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -340011.562500 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -340011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -336394.937500 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -336394.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -337180.625000 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -337180.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -337377.250000 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -337377.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -337509.812500 Penalty: 4055.629883
	Iteration 3F: 3 clusters Score -337509.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -337613.500000 Penalty: 4055.629883
	Iteration 4Q: 3 clusters Score -337613.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -337688.250000 Penalty: 4055.629883
	Iteration 5Q: 3 clusters Score -337688.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337758.000000 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -337758 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -337841.812500 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -337841.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -337912.218750 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -337912.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337974.218750 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -337974.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338033.312500 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -338033.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -338087.281250 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -338087.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -338141.531250 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -338141.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -338207.281250 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -338207.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -338273.250000 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -338273.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -338326.906250 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -338326.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -338367.843750 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -338367.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -338390.875000 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -338390.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -338406.406250 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -338406.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -338423.343750 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -338423.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -338431.375000 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -338431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338438.281250 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -338438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -338445.718750 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -338445.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338450.031250 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -338450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -338454.906250 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -338454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338456.843750 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -338456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -338460.187500 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -338460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -338464.968750 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -338465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -338471.312500 Penalty: 4055.629883
	Iteration 28Q: 3 clusters Score -338471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338476.593750 Penalty: 4055.629883
	Iteration 29Q: 3 clusters Score -338476.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338486.218750 Penalty: 4055.629883
	Iteration 30Q: 3 clusters Score -338486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338491.875000 Penalty: 4055.629883
	Iteration 31Q: 3 clusters Score -338491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -338497.437500 Penalty: 4055.629883
	Iteration 32Q: 3 clusters Score -338497.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338502.812500 Penalty: 4055.629883
	Iteration 33Q: 3 clusters Score -338502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -338506.343750 Penalty: 4055.629883
	Iteration 34Q: 3 clusters Score -338506.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -338509.843750 Penalty: 4055.629883
	Iteration 35Q: 3 clusters Score -338509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -338511.125000 Penalty: 4055.629883
	Iteration 36Q: 3 clusters Score -338511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338512.562500 Penalty: 4055.629883
	Iteration 37Q: 3 clusters Score -338512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338514.812500 Penalty: 4055.629883
	Iteration 38Q: 3 clusters Score -338514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338516.062500 Penalty: 4055.629883
	Iteration 39Q: 3 clusters Score -338516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338516.125000 Penalty: 4055.629883
	Iteration 40F: 3 clusters Score -338516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338517.750000 Penalty: 4055.629883
	Iteration 41Q: 3 clusters Score -338517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338517.656250 Penalty: 4055.629883
	Iteration 42Q: 3 clusters Score -338517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338519.093750 Penalty: 4055.629883
	Iteration 43Q: 3 clusters Score -338519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -338519.437500 Penalty: 4055.629883
	Iteration 44Q: 3 clusters Score -338519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338520.312500 Penalty: 4055.629883
	Iteration 45Q: 3 clusters Score -338520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338520.312500 Penalty: 4055.629883
	Iteration 46F: 3 clusters Score -338520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -321698.281250 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -321698.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -318129.656250 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -318129.7 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -318872.406250 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -318872.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -319079.468750 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -319079.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -319216.000000 Penalty: 4044.061523
	Iteration 3F: 3 clusters Score -319216 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -319329.500000 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -319329.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -319443.312500 Penalty: 4044.061523
	Iteration 5Q: 3 clusters Score -319443.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -319568.937500 Penalty: 4044.061523
	Iteration 6Q: 3 clusters Score -319568.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -319689.312500 Penalty: 4044.061523
	Iteration 7Q: 3 clusters Score -319689.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -319812.281250 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -319812.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -319939.218750 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -319939.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -320059.562500 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -320059.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -320177.843750 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -320177.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -320265.750000 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -320265.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -320326.250000 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -320326.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -320372.593750 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -320372.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -320401.906250 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -320401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -320419.125000 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -320419.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -320437.656250 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -320437.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -320455.406250 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -320455.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -320477.218750 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -320477.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -320491.875000 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -320491.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -320502.312500 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -320502.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -320510.875000 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -320510.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -320518.437500 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -320518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -320526.687500 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -320526.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -320534.062500 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -320534.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -320539.843750 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -320539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -320546.406250 Penalty: 4044.061523
	Iteration 27Q: 3 clusters Score -320546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -320551.500000 Penalty: 4044.061523
	Iteration 28Q: 3 clusters Score -320551.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -320556.875000 Penalty: 4044.061523
	Iteration 29Q: 3 clusters Score -320556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -320558.906250 Penalty: 4044.061523
	Iteration 30Q: 3 clusters Score -320558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -320559.000000 Penalty: 4044.061523
	Iteration 31Q: 3 clusters Score -320559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -320559.375000 Penalty: 4044.061523
	Iteration 32Q: 3 clusters Score -320559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -320559.843750 Penalty: 4044.061523
	Iteration 33Q: 3 clusters Score -320559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -320560.343750 Penalty: 4044.061523
	Iteration 34Q: 3 clusters Score -320560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -320560.343750 Penalty: 4044.061523
	Iteration 35F: 3 clusters Score -320560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Entering Unmasked Estep 
Score: -702412.187500 Penalty: 2207.336182
	Iteration 0F: 2 clusters Score -702412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -696504.875000 Penalty: 4414.672363
	Iteration 0F: 3 clusters Score -696504.9 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -698122.125000 Penalty: 4414.672363
	Iteration 1F: 3 clusters Score -698122.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -698451.125000 Penalty: 4414.672363
	Iteration 2F: 3 clusters Score -698451.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -698720.625000 Penalty: 4414.672363
	Iteration 3F: 3 clusters Score -698720.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -699023.750000 Penalty: 4414.672363
	Iteration 4F: 3 clusters Score -699023.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -699375.625000 Penalty: 4414.672363
	Iteration 5F: 3 clusters Score -699375.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -699751.250000 Penalty: 4414.672363
	Iteration 6F: 3 clusters Score -699751.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -700124.375000 Penalty: 4414.672363
	Iteration 7F: 3 clusters Score -700124.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -700474.250000 Penalty: 4414.672363
	Iteration 8Q: 3 clusters Score -700474.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -700721.250000 Penalty: 4414.672363
	Iteration 9Q: 3 clusters Score -700721.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -700916.125000 Penalty: 4414.672363
	Iteration 10Q: 3 clusters Score -700916.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -701009.312500 Penalty: 4414.672363
	Iteration 11Q: 3 clusters Score -701009.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -701060.125000 Penalty: 4414.672363
	Iteration 12Q: 3 clusters Score -701060.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -701083.687500 Penalty: 4414.672363
	Iteration 13Q: 3 clusters Score -701083.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -701094.312500 Penalty: 4414.672363
	Iteration 14Q: 3 clusters Score -701094.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -701104.500000 Penalty: 4414.672363
	Iteration 15Q: 3 clusters Score -701104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -701107.500000 Penalty: 4414.672363
	Iteration 16Q: 3 clusters Score -701107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -701110.000000 Penalty: 4414.672363
	Iteration 17Q: 3 clusters Score -701110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -701111.000000 Penalty: 4414.672363
	Iteration 18Q: 3 clusters Score -701111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -701110.812500 Penalty: 4414.672363
	Iteration 19Q: 3 clusters Score -701110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -701112.312500 Penalty: 4414.672363
	Iteration 20F: 3 clusters Score -701112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -701111.437500 Penalty: 4414.672363
	Iteration 21Q: 3 clusters Score -701111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -701112.125000 Penalty: 4414.672363
	Iteration 22Q: 3 clusters Score -701112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -701113.687500 Penalty: 4414.672363
	Iteration 23Q: 3 clusters Score -701113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -701115.875000 Penalty: 4414.672363
	Iteration 24Q: 3 clusters Score -701115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -701117.750000 Penalty: 4414.672363
	Iteration 25Q: 3 clusters Score -701117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -701117.437500 Penalty: 4414.672363
	Iteration 26Q: 3 clusters Score -701117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -701118.062500 Penalty: 4414.672363
	Iteration 27Q: 3 clusters Score -701118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -701117.312500 Penalty: 4414.672363
	Iteration 28Q: 3 clusters Score -701117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -701117.500000 Penalty: 4414.672363
	Iteration 29Q: 3 clusters Score -701117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -701118.062500 Penalty: 4414.672363
	Iteration 30Q: 3 clusters Score -701118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -701118.062500 Penalty: 4414.672363
	Iteration 31F: 3 clusters Score -701118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Entering Unmasked Estep 
Score: -2923875.000000 Penalty: 2552.519287
	Iteration 0F: 2 clusters Score -2923875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2903658.500000 Penalty: 5105.038574
	Iteration 0F: 3 clusters Score -2903658 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2911094.500000 Penalty: 5105.038574
	Iteration 1F: 3 clusters Score -2911094 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2911816.500000 Penalty: 5105.038574
	Iteration 2F: 3 clusters Score -2911816 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2912538.250000 Penalty: 5105.038574
	Iteration 3F: 3 clusters Score -2912538 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2913393.000000 Penalty: 5105.038574
	Iteration 4F: 3 clusters Score -2913393 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2914342.500000 Penalty: 5105.038574
	Iteration 5F: 3 clusters Score -2914342 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2915478.000000 Penalty: 5105.038574
	Iteration 6F: 3 clusters Score -2915478 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2916625.750000 Penalty: 5105.038574
	Iteration 7F: 3 clusters Score -2916626 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2917730.000000 Penalty: 5105.038574
	Iteration 8F: 3 clusters Score -2917730 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2918698.750000 Penalty: 5105.038574
	Iteration 9Q: 3 clusters Score -2918699 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2919554.750000 Penalty: 5105.038574
	Iteration 10Q: 3 clusters Score -2919555 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -2920195.500000 Penalty: 5105.038574
	Iteration 11Q: 3 clusters Score -2920196 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2920676.750000 Penalty: 5105.038574
	Iteration 12Q: 3 clusters Score -2920677 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2920987.750000 Penalty: 5105.038574
	Iteration 13Q: 3 clusters Score -2920988 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2921204.500000 Penalty: 5105.038574
	Iteration 14Q: 3 clusters Score -2921204 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2921365.500000 Penalty: 5105.038574
	Iteration 15Q: 3 clusters Score -2921366 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2921445.000000 Penalty: 5105.038574
	Iteration 16Q: 3 clusters Score -2921445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -2921511.750000 Penalty: 5105.038574
	Iteration 17Q: 3 clusters Score -2921512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2921553.000000 Penalty: 5105.038574
	Iteration 18Q: 3 clusters Score -2921553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -2921592.500000 Penalty: 5105.038574
	Iteration 19Q: 3 clusters Score -2921592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -2921602.500000 Penalty: 5105.038574
	Iteration 20F: 3 clusters Score -2921602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -2921631.000000 Penalty: 5105.038574
	Iteration 21Q: 3 clusters Score -2921631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -2921635.750000 Penalty: 5105.038574
	Iteration 22Q: 3 clusters Score -2921636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2921659.500000 Penalty: 5105.038574
	Iteration 23Q: 3 clusters Score -2921660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -2921668.000000 Penalty: 5105.038574
	Iteration 24Q: 3 clusters Score -2921668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2921681.250000 Penalty: 5105.038574
	Iteration 25Q: 3 clusters Score -2921681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2921688.250000 Penalty: 5105.038574
	Iteration 26Q: 3 clusters Score -2921688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -2921685.250000 Penalty: 5105.038574
	Iteration 27Q: 3 clusters Score -2921685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -2921691.000000 Penalty: 5105.038574
	Iteration 28Q: 3 clusters Score -2921691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -2921696.000000 Penalty: 5105.038574
	Iteration 29Q: 3 clusters Score -2921696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -2921696.750000 Penalty: 5105.038574
	Iteration 30Q: 3 clusters Score -2921697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -2921701.750000 Penalty: 5105.038574
	Iteration 31Q: 3 clusters Score -2921702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -2921706.250000 Penalty: 5105.038574
	Iteration 32Q: 3 clusters Score -2921706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -2921707.500000 Penalty: 5105.038574
	Iteration 33Q: 3 clusters Score -2921708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -2921706.500000 Penalty: 5105.038574
	Iteration 34Q: 3 clusters Score -2921706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2921709.250000 Penalty: 5105.038574
	Iteration 35Q: 3 clusters Score -2921709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -2921715.000000 Penalty: 5105.038574
	Iteration 36Q: 3 clusters Score -2921715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -2921710.750000 Penalty: 5105.038574
	Iteration 37Q: 3 clusters Score -2921711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -2921710.750000 Penalty: 5105.038574
	Iteration 38F: 3 clusters Score -2921711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -75331.101562 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -75331.1 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 437 members 
Entering Unmasked Estep 
Score: -73556.218750 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -73556.22 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73912.039062 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -73912.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74046.265625 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -74046.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74131.812500 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -74131.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74211.476562 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -74211.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74243.554688 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -74243.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74269.703125 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -74269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74283.289062 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -74283.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74285.679688 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -74285.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74288.632812 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -74288.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74293.875000 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -74293.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74295.671875 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -74295.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74295.671875 Penalty: 3357.742432
	Iteration 12F: 3 clusters Score -74295.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Entering Unmasked Estep 
Score: -735446.812500 Penalty: 2256.459229
	Iteration 0F: 2 clusters Score -735446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -728490.937500 Penalty: 4512.918457
	Iteration 0F: 3 clusters Score -728490.9 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -730677.875000 Penalty: 4512.918457
	Iteration 1F: 3 clusters Score -730677.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -731156.500000 Penalty: 4512.918457
	Iteration 2F: 3 clusters Score -731156.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -731532.937500 Penalty: 4512.918457
	Iteration 3F: 3 clusters Score -731532.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -731830.187500 Penalty: 4512.918457
	Iteration 4F: 3 clusters Score -731830.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -732067.625000 Penalty: 4512.918457
	Iteration 5Q: 3 clusters Score -732067.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -732229.125000 Penalty: 4512.918457
	Iteration 6Q: 3 clusters Score -732229.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -732373.312500 Penalty: 4512.918457
	Iteration 7Q: 3 clusters Score -732373.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -732516.875000 Penalty: 4512.918457
	Iteration 8Q: 3 clusters Score -732516.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -732640.375000 Penalty: 4512.918457
	Iteration 9Q: 3 clusters Score -732640.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -732753.000000 Penalty: 4512.918457
	Iteration 10Q: 3 clusters Score -732753 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -732853.000000 Penalty: 4512.918457
	Iteration 11Q: 3 clusters Score -732853 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -732933.562500 Penalty: 4512.918457
	Iteration 12Q: 3 clusters Score -732933.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -732996.062500 Penalty: 4512.918457
	Iteration 13Q: 3 clusters Score -732996.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -733090.250000 Penalty: 4512.918457
	Iteration 14Q: 3 clusters Score -733090.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -733180.875000 Penalty: 4512.918457
	Iteration 15Q: 3 clusters Score -733180.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -733309.562500 Penalty: 4512.918457
	Iteration 16Q: 3 clusters Score -733309.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -733441.062500 Penalty: 4512.918457
	Iteration 17Q: 3 clusters Score -733441.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -733515.062500 Penalty: 4512.918457
	Iteration 18Q: 3 clusters Score -733515.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -733577.062500 Penalty: 4512.918457
	Iteration 19Q: 3 clusters Score -733577.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -733612.500000 Penalty: 4512.918457
	Iteration 20F: 3 clusters Score -733612.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -733638.562500 Penalty: 4512.918457
	Iteration 21Q: 3 clusters Score -733638.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -733652.937500 Penalty: 4512.918457
	Iteration 22Q: 3 clusters Score -733652.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -733665.625000 Penalty: 4512.918457
	Iteration 23Q: 3 clusters Score -733665.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -733678.125000 Penalty: 4512.918457
	Iteration 24Q: 3 clusters Score -733678.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -733692.375000 Penalty: 4512.918457
	Iteration 25Q: 3 clusters Score -733692.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -733706.500000 Penalty: 4512.918457
	Iteration 26Q: 3 clusters Score -733706.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -733718.375000 Penalty: 4512.918457
	Iteration 27Q: 3 clusters Score -733718.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -733728.562500 Penalty: 4512.918457
	Iteration 28Q: 3 clusters Score -733728.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -733737.562500 Penalty: 4512.918457
	Iteration 29Q: 3 clusters Score -733737.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -733747.562500 Penalty: 4512.918457
	Iteration 30Q: 3 clusters Score -733747.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -733754.750000 Penalty: 4512.918457
	Iteration 31Q: 3 clusters Score -733754.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -733764.937500 Penalty: 4512.918457
	Iteration 32Q: 3 clusters Score -733764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -733768.750000 Penalty: 4512.918457
	Iteration 33Q: 3 clusters Score -733768.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -733779.250000 Penalty: 4512.918457
	Iteration 34Q: 3 clusters Score -733779.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -733790.625000 Penalty: 4512.918457
	Iteration 35Q: 3 clusters Score -733790.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -733802.875000 Penalty: 4512.918457
	Iteration 36Q: 3 clusters Score -733802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -733812.562500 Penalty: 4512.918457
	Iteration 37Q: 3 clusters Score -733812.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -733825.437500 Penalty: 4512.918457
	Iteration 38Q: 3 clusters Score -733825.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -733839.750000 Penalty: 4512.918457
	Iteration 39Q: 3 clusters Score -733839.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -733852.625000 Penalty: 4512.918457
	Iteration 40F: 3 clusters Score -733852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -733867.187500 Penalty: 4512.918457
	Iteration 41Q: 3 clusters Score -733867.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -733870.625000 Penalty: 4512.918457
	Iteration 42Q: 3 clusters Score -733870.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -733873.000000 Penalty: 4512.918457
	Iteration 43Q: 3 clusters Score -733873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -733877.125000 Penalty: 4512.918457
	Iteration 44Q: 3 clusters Score -733877.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -733882.937500 Penalty: 4512.918457
	Iteration 45Q: 3 clusters Score -733882.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -733885.187500 Penalty: 4512.918457
	Iteration 46Q: 3 clusters Score -733885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -733886.500000 Penalty: 4512.918457
	Iteration 47Q: 3 clusters Score -733886.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -733889.562500 Penalty: 4512.918457
	Iteration 48Q: 3 clusters Score -733889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -733891.250000 Penalty: 4512.918457
	Iteration 49Q: 3 clusters Score -733891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -733893.250000 Penalty: 4512.918457
	Iteration 50Q: 3 clusters Score -733893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -733891.125000 Penalty: 4512.918457
	Iteration 51Q: 3 clusters Score -733891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -733893.000000 Penalty: 4512.918457
	Iteration 52Q: 3 clusters Score -733893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -733892.062500 Penalty: 4512.918457
	Iteration 53Q: 3 clusters Score -733892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -733892.875000 Penalty: 4512.918457
	Iteration 54Q: 3 clusters Score -733892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -733895.187500 Penalty: 4512.918457
	Iteration 55Q: 3 clusters Score -733895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -733895.062500 Penalty: 4512.918457
	Iteration 56Q: 3 clusters Score -733895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -733895.187500 Penalty: 4512.918457
	Iteration 57Q: 3 clusters Score -733895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -733894.625000 Penalty: 4512.918457
	Iteration 58Q: 3 clusters Score -733894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -733894.625000 Penalty: 4512.918457
	Iteration 59F: 3 clusters Score -733894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Entering Unmasked Estep 
Score: -3589487.250000 Penalty: 2607.360840
	Iteration 0F: 2 clusters Score -3589487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3564576.500000 Penalty: 5214.721680
	Iteration 0F: 3 clusters Score -3564576 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3573962.750000 Penalty: 5214.721680
	Iteration 1F: 3 clusters Score -3573963 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3574583.250000 Penalty: 5214.721680
	Iteration 2Q: 3 clusters Score -3574583 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3575269.250000 Penalty: 5214.721680
	Iteration 3Q: 3 clusters Score -3575269 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3576026.000000 Penalty: 5214.721680
	Iteration 4Q: 3 clusters Score -3576026 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3576857.750000 Penalty: 5214.721680
	Iteration 5Q: 3 clusters Score -3576858 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3577863.750000 Penalty: 5214.721680
	Iteration 6F: 3 clusters Score -3577864 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3579020.250000 Penalty: 5214.721680
	Iteration 7F: 3 clusters Score -3579020 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3580292.000000 Penalty: 5214.721680
	Iteration 8F: 3 clusters Score -3580292 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3581585.000000 Penalty: 5214.721680
	Iteration 9F: 3 clusters Score -3581585 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3582825.500000 Penalty: 5214.721680
	Iteration 10F: 3 clusters Score -3582826 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3583793.250000 Penalty: 5214.721680
	Iteration 11Q: 3 clusters Score -3583793 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3584329.000000 Penalty: 5214.721680
	Iteration 12Q: 3 clusters Score -3584329 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3584687.500000 Penalty: 5214.721680
	Iteration 13Q: 3 clusters Score -3584688 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3584898.500000 Penalty: 5214.721680
	Iteration 14Q: 3 clusters Score -3584898 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3585135.750000 Penalty: 5214.721680
	Iteration 15Q: 3 clusters Score -3585136 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3585344.000000 Penalty: 5214.721680
	Iteration 16Q: 3 clusters Score -3585344 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3585589.000000 Penalty: 5214.721680
	Iteration 17Q: 3 clusters Score -3585589 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3585846.500000 Penalty: 5214.721680
	Iteration 18Q: 3 clusters Score -3585846 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3586190.750000 Penalty: 5214.721680
	Iteration 19Q: 3 clusters Score -3586191 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3586490.500000 Penalty: 5214.721680
	Iteration 20F: 3 clusters Score -3586490 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3586773.500000 Penalty: 5214.721680
	Iteration 21Q: 3 clusters Score -3586774 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3587025.750000 Penalty: 5214.721680
	Iteration 22Q: 3 clusters Score -3587026 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3587279.000000 Penalty: 5214.721680
	Iteration 23Q: 3 clusters Score -3587279 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3587503.750000 Penalty: 5214.721680
	Iteration 24Q: 3 clusters Score -3587504 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3587656.750000 Penalty: 5214.721680
	Iteration 25Q: 3 clusters Score -3587657 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3587780.000000 Penalty: 5214.721680
	Iteration 26Q: 3 clusters Score -3587780 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3587836.000000 Penalty: 5214.721680
	Iteration 27Q: 3 clusters Score -3587836 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3587882.500000 Penalty: 5214.721680
	Iteration 28Q: 3 clusters Score -3587882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3587914.750000 Penalty: 5214.721680
	Iteration 29Q: 3 clusters Score -3587915 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3587951.500000 Penalty: 5214.721680
	Iteration 30Q: 3 clusters Score -3587952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3587959.500000 Penalty: 5214.721680
	Iteration 31Q: 3 clusters Score -3587960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3587961.750000 Penalty: 5214.721680
	Iteration 32Q: 3 clusters Score -3587962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3587972.750000 Penalty: 5214.721680
	Iteration 33Q: 3 clusters Score -3587973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3587963.000000 Penalty: 5214.721680
	Iteration 34Q: 3 clusters Score -3587963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3587959.000000 Penalty: 5214.721680
	Iteration 35Q: 3 clusters Score -3587959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3587962.750000 Penalty: 5214.721680
	Iteration 36Q: 3 clusters Score -3587963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3587965.250000 Penalty: 5214.721680
	Iteration 37Q: 3 clusters Score -3587965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3587972.250000 Penalty: 5214.721680
	Iteration 38Q: 3 clusters Score -3587972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3587971.500000 Penalty: 5214.721680
	Iteration 39Q: 3 clusters Score -3587972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3587971.000000 Penalty: 5214.721680
	Iteration 40F: 3 clusters Score -3587971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3587972.750000 Penalty: 5214.721680
	Iteration 41Q: 3 clusters Score -3587973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3587971.250000 Penalty: 5214.721680
	Iteration 42Q: 3 clusters Score -3587971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3587971.000000 Penalty: 5214.721680
	Iteration 43Q: 3 clusters Score -3587971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3587970.750000 Penalty: 5214.721680
	Iteration 44Q: 3 clusters Score -3587971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3587970.750000 Penalty: 5214.721680
	Iteration 45F: 3 clusters Score -3587971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (97252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Entering Unmasked Estep 
Score: -9480555.000000 Penalty: 2848.295166
	Iteration 0F: 2 clusters Score -9480555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9415289.000000 Penalty: 5696.590332
	Iteration 0F: 3 clusters Score -9415289 nChanged 46039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -9441565.000000 Penalty: 5696.590332
	Iteration 1F: 3 clusters Score -9441565 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -9442320.000000 Penalty: 5696.590332
	Iteration 2Q: 3 clusters Score -9442320 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -9443247.000000 Penalty: 5696.590332
	Iteration 3Q: 3 clusters Score -9443247 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -9444139.000000 Penalty: 5696.590332
	Iteration 4Q: 3 clusters Score -9444139 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -9445243.000000 Penalty: 5696.590332
	Iteration 5Q: 3 clusters Score -9445243 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -9446546.000000 Penalty: 5696.590332
	Iteration 6Q: 3 clusters Score -9446546 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -9448146.000000 Penalty: 5696.590332
	Iteration 7Q: 3 clusters Score -9448146 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -9450045.000000 Penalty: 5696.590332
	Iteration 8Q: 3 clusters Score -9450045 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -9452476.000000 Penalty: 5696.590332
	Iteration 9Q: 3 clusters Score -9452476 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -9455420.000000 Penalty: 5696.590332
	Iteration 10F: 3 clusters Score -9455420 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -9458609.000000 Penalty: 5696.590332
	Iteration 11F: 3 clusters Score -9458609 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -9461672.000000 Penalty: 5696.590332
	Iteration 12Q: 3 clusters Score -9461672 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -9464194.000000 Penalty: 5696.590332
	Iteration 13Q: 3 clusters Score -9464194 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -9466241.000000 Penalty: 5696.590332
	Iteration 14Q: 3 clusters Score -9466241 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -9467837.000000 Penalty: 5696.590332
	Iteration 15Q: 3 clusters Score -9467837 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -9469316.000000 Penalty: 5696.590332
	Iteration 16Q: 3 clusters Score -9469316 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -9470703.000000 Penalty: 5696.590332
	Iteration 17Q: 3 clusters Score -9470703 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -9472064.000000 Penalty: 5696.590332
	Iteration 18Q: 3 clusters Score -9472064 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -9473324.000000 Penalty: 5696.590332
	Iteration 19Q: 3 clusters Score -9473324 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -9474396.000000 Penalty: 5696.590332
	Iteration 20F: 3 clusters Score -9474396 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -9475159.000000 Penalty: 5696.590332
	Iteration 21Q: 3 clusters Score -9475159 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -9475852.000000 Penalty: 5696.590332
	Iteration 22Q: 3 clusters Score -9475852 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -9476395.000000 Penalty: 5696.590332
	Iteration 23Q: 3 clusters Score -9476395 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -9476834.000000 Penalty: 5696.590332
	Iteration 24Q: 3 clusters Score -9476834 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -9477160.000000 Penalty: 5696.590332
	Iteration 25Q: 3 clusters Score -9477160 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -9477397.000000 Penalty: 5696.590332
	Iteration 26Q: 3 clusters Score -9477397 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -9477566.000000 Penalty: 5696.590332
	Iteration 27Q: 3 clusters Score -9477566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -9477688.000000 Penalty: 5696.590332
	Iteration 28Q: 3 clusters Score -9477688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -9477801.000000 Penalty: 5696.590332
	Iteration 29Q: 3 clusters Score -9477801 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -9477893.000000 Penalty: 5696.590332
	Iteration 30Q: 3 clusters Score -9477893 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -9477948.000000 Penalty: 5696.590332
	Iteration 31Q: 3 clusters Score -9477948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -9477958.000000 Penalty: 5696.590332
	Iteration 32Q: 3 clusters Score -9477958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -9477992.000000 Penalty: 5696.590332
	Iteration 33Q: 3 clusters Score -9477992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -9478049.000000 Penalty: 5696.590332
	Iteration 34Q: 3 clusters Score -9478049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -9478056.000000 Penalty: 5696.590332
	Iteration 35Q: 3 clusters Score -9478056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -9478077.000000 Penalty: 5696.590332
	Iteration 36Q: 3 clusters Score -9478077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -9478086.000000 Penalty: 5696.590332
	Iteration 37Q: 3 clusters Score -9478086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -9478086.000000 Penalty: 5696.590332
	Iteration 38Q: 3 clusters Score -9478086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -9478100.000000 Penalty: 5696.590332
	Iteration 39Q: 3 clusters Score -9478100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -9478106.000000 Penalty: 5696.590332
	Iteration 40F: 3 clusters Score -9478106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
Score: -9478111.000000 Penalty: 5696.590332
	Iteration 41Q: 3 clusters Score -9478111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 96396 members 
Entering Unmasked Estep 
Score: -9478117.000000 Penalty: 5696.590332
	Iteration 42Q: 3 clusters Score -9478117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -9478110.000000 Penalty: 5696.590332
	Iteration 43Q: 3 clusters Score -9478110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -9478117.000000 Penalty: 5696.590332
	Iteration 44Q: 3 clusters Score -9478117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -9478138.000000 Penalty: 5696.590332
	Iteration 45Q: 3 clusters Score -9478138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -9478145.000000 Penalty: 5696.590332
	Iteration 46Q: 3 clusters Score -9478145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -9478145.000000 Penalty: 5696.590332
	Iteration 47Q: 3 clusters Score -9478145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -9478144.000000 Penalty: 5696.590332
	Iteration 48Q: 3 clusters Score -9478144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -9478145.000000 Penalty: 5696.590332
	Iteration 49Q: 3 clusters Score -9478145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -9478160.000000 Penalty: 5696.590332
	Iteration 50Q: 3 clusters Score -9478160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -9478159.000000 Penalty: 5696.590332
	Iteration 51Q: 3 clusters Score -9478159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -9478161.000000 Penalty: 5696.590332
	Iteration 52Q: 3 clusters Score -9478161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -9478166.000000 Penalty: 5696.590332
	Iteration 53Q: 3 clusters Score -9478166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -9478163.000000 Penalty: 5696.590332
	Iteration 54Q: 3 clusters Score -9478163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -9478166.000000 Penalty: 5696.590332
	Iteration 55Q: 3 clusters Score -9478166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -9478166.000000 Penalty: 5696.590332
	Iteration 56F: 3 clusters Score -9478166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -229565.765625 Penalty: 1938.471313
	Iteration 0F: 2 clusters Score -229565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -226649.062500 Penalty: 3876.942627
	Iteration 0F: 3 clusters Score -226649.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -227199.468750 Penalty: 3876.942627
	Iteration 1F: 3 clusters Score -227199.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -227331.578125 Penalty: 3876.942627
	Iteration 2F: 3 clusters Score -227331.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -227432.078125 Penalty: 3876.942627
	Iteration 3Q: 3 clusters Score -227432.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -227510.062500 Penalty: 3876.942627
	Iteration 4Q: 3 clusters Score -227510.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -227588.453125 Penalty: 3876.942627
	Iteration 5Q: 3 clusters Score -227588.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -227651.328125 Penalty: 3876.942627
	Iteration 6Q: 3 clusters Score -227651.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -227722.218750 Penalty: 3876.942627
	Iteration 7Q: 3 clusters Score -227722.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -227775.890625 Penalty: 3876.942627
	Iteration 8Q: 3 clusters Score -227775.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227830.390625 Penalty: 3876.942627
	Iteration 9Q: 3 clusters Score -227830.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -227901.453125 Penalty: 3876.942627
	Iteration 10Q: 3 clusters Score -227901.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -227977.968750 Penalty: 3876.942627
	Iteration 11Q: 3 clusters Score -227978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -228050.203125 Penalty: 3876.942627
	Iteration 12Q: 3 clusters Score -228050.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228115.921875 Penalty: 3876.942627
	Iteration 13Q: 3 clusters Score -228115.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -228187.203125 Penalty: 3876.942627
	Iteration 14Q: 3 clusters Score -228187.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -228241.093750 Penalty: 3876.942627
	Iteration 15Q: 3 clusters Score -228241.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -228292.062500 Penalty: 3876.942627
	Iteration 16Q: 3 clusters Score -228292.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228333.421875 Penalty: 3876.942627
	Iteration 17Q: 3 clusters Score -228333.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -228364.828125 Penalty: 3876.942627
	Iteration 18Q: 3 clusters Score -228364.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228377.328125 Penalty: 3876.942627
	Iteration 19Q: 3 clusters Score -228377.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -228385.875000 Penalty: 3876.942627
	Iteration 20F: 3 clusters Score -228385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -228395.156250 Penalty: 3876.942627
	Iteration 21Q: 3 clusters Score -228395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228405.843750 Penalty: 3876.942627
	Iteration 22Q: 3 clusters Score -228405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -228414.125000 Penalty: 3876.942627
	Iteration 23Q: 3 clusters Score -228414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228420.421875 Penalty: 3876.942627
	Iteration 24Q: 3 clusters Score -228420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -228425.765625 Penalty: 3876.942627
	Iteration 25Q: 3 clusters Score -228425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228428.484375 Penalty: 3876.942627
	Iteration 26Q: 3 clusters Score -228428.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -228430.765625 Penalty: 3876.942627
	Iteration 27Q: 3 clusters Score -228430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -228433.843750 Penalty: 3876.942627
	Iteration 28Q: 3 clusters Score -228433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -228436.656250 Penalty: 3876.942627
	Iteration 29Q: 3 clusters Score -228436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228437.953125 Penalty: 3876.942627
	Iteration 30Q: 3 clusters Score -228438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228438.812500 Penalty: 3876.942627
	Iteration 31Q: 3 clusters Score -228438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228440.171875 Penalty: 3876.942627
	Iteration 32Q: 3 clusters Score -228440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228440.171875 Penalty: 3876.942627
	Iteration 33F: 3 clusters Score -228440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -49520.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -49520.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47924.011719 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -47924.01 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48126.625000 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -48126.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48231.023438 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -48231.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48340.820312 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -48340.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48559.078125 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -48559.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48827.855469 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -48827.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49123.785156 Penalty: 3143.942627
	Iteration 6F: 3 clusters Score -49123.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49533.800781 Penalty: 3143.942627
	Iteration 7F: 3 clusters Score -49533.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49637.371094 Penalty: 3143.942627
	Iteration 8F: 3 clusters Score -49637.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49695.363281 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -49695.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49745.542969 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -49745.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49766.613281 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -49766.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49785.960938 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -49785.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49811.152344 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -49811.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49818.949219 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -49818.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49818.949219 Penalty: 3143.942627
	Iteration 15F: 3 clusters Score -49818.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 399 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 167 members 
Entering Unmasked Estep 
Score: -84120616.000000 Penalty: 183775.671875
Splitting cluster 41 changes total score from -84122368.000000 to -84120616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -535695.687500 Penalty: 2146.622803
	Iteration 0F: 2 clusters Score -535695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -530718.312500 Penalty: 4293.245605
	Iteration 0F: 3 clusters Score -530718.3 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -532050.375000 Penalty: 4293.245605
	Iteration 1F: 3 clusters Score -532050.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -532438.687500 Penalty: 4293.245605
	Iteration 2F: 3 clusters Score -532438.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -532783.375000 Penalty: 4293.245605
	Iteration 3F: 3 clusters Score -532783.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -533123.312500 Penalty: 4293.245605
	Iteration 4F: 3 clusters Score -533123.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -533504.687500 Penalty: 4293.245605
	Iteration 5F: 3 clusters Score -533504.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -533986.062500 Penalty: 4293.245605
	Iteration 6F: 3 clusters Score -533986.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -534436.937500 Penalty: 4293.245605
	Iteration 7F: 3 clusters Score -534436.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -534865.375000 Penalty: 4293.245605
	Iteration 8F: 3 clusters Score -534865.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -535148.375000 Penalty: 4293.245605
	Iteration 9Q: 3 clusters Score -535148.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -535313.062500 Penalty: 4293.245605
	Iteration 10Q: 3 clusters Score -535313.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -535393.312500 Penalty: 4293.245605
	Iteration 11Q: 3 clusters Score -535393.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -535435.625000 Penalty: 4293.245605
	Iteration 12Q: 3 clusters Score -535435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -535457.187500 Penalty: 4293.245605
	Iteration 13Q: 3 clusters Score -535457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -535465.562500 Penalty: 4293.245605
	Iteration 14Q: 3 clusters Score -535465.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -535470.812500 Penalty: 4293.245605
	Iteration 15Q: 3 clusters Score -535470.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -535473.437500 Penalty: 4293.245605
	Iteration 16Q: 3 clusters Score -535473.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -535479.687500 Penalty: 4293.245605
	Iteration 17Q: 3 clusters Score -535479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -535483.500000 Penalty: 4293.245605
	Iteration 18Q: 3 clusters Score -535483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -535485.875000 Penalty: 4293.245605
	Iteration 19Q: 3 clusters Score -535485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -535488.562500 Penalty: 4293.245605
	Iteration 20F: 3 clusters Score -535488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -535489.937500 Penalty: 4293.245605
	Iteration 21Q: 3 clusters Score -535489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -535489.812500 Penalty: 4293.245605
	Iteration 22Q: 3 clusters Score -535489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -535491.437500 Penalty: 4293.245605
	Iteration 23Q: 3 clusters Score -535491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -535493.250000 Penalty: 4293.245605
	Iteration 24Q: 3 clusters Score -535493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -535493.750000 Penalty: 4293.245605
	Iteration 25Q: 3 clusters Score -535493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -535495.312500 Penalty: 4293.245605
	Iteration 26Q: 3 clusters Score -535495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -535494.125000 Penalty: 4293.245605
	Iteration 27Q: 3 clusters Score -535494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -535495.062500 Penalty: 4293.245605
	Iteration 28Q: 3 clusters Score -535495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -535495.187500 Penalty: 4293.245605
	Iteration 29Q: 3 clusters Score -535495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -535495.187500 Penalty: 4293.245605
	Iteration 30F: 3 clusters Score -535495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Entering Unmasked Estep 
Score: -1192445.375000 Penalty: 2358.185791
	Iteration 0F: 2 clusters Score -1192445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1182532.250000 Penalty: 4716.371582
	Iteration 0F: 3 clusters Score -1182532 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1185881.125000 Penalty: 4716.371582
	Iteration 1F: 3 clusters Score -1185881 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1186408.250000 Penalty: 4716.371582
	Iteration 2F: 3 clusters Score -1186408 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1186802.500000 Penalty: 4716.371582
	Iteration 3F: 3 clusters Score -1186802 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1187122.125000 Penalty: 4716.371582
	Iteration 4Q: 3 clusters Score -1187122 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1187388.000000 Penalty: 4716.371582
	Iteration 5Q: 3 clusters Score -1187388 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1187602.000000 Penalty: 4716.371582
	Iteration 6Q: 3 clusters Score -1187602 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1187803.750000 Penalty: 4716.371582
	Iteration 7Q: 3 clusters Score -1187804 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1187977.750000 Penalty: 4716.371582
	Iteration 8Q: 3 clusters Score -1187978 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1188147.875000 Penalty: 4716.371582
	Iteration 9Q: 3 clusters Score -1188148 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1188336.000000 Penalty: 4716.371582
	Iteration 10Q: 3 clusters Score -1188336 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1188508.375000 Penalty: 4716.371582
	Iteration 11Q: 3 clusters Score -1188508 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1188665.250000 Penalty: 4716.371582
	Iteration 12Q: 3 clusters Score -1188665 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1188824.500000 Penalty: 4716.371582
	Iteration 13Q: 3 clusters Score -1188824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1188969.250000 Penalty: 4716.371582
	Iteration 14Q: 3 clusters Score -1188969 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1189104.625000 Penalty: 4716.371582
	Iteration 15Q: 3 clusters Score -1189105 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1189230.750000 Penalty: 4716.371582
	Iteration 16Q: 3 clusters Score -1189231 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1189327.000000 Penalty: 4716.371582
	Iteration 17Q: 3 clusters Score -1189327 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1189404.500000 Penalty: 4716.371582
	Iteration 18Q: 3 clusters Score -1189404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1189468.250000 Penalty: 4716.371582
	Iteration 19Q: 3 clusters Score -1189468 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1189525.750000 Penalty: 4716.371582
	Iteration 20F: 3 clusters Score -1189526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1189594.875000 Penalty: 4716.371582
	Iteration 21Q: 3 clusters Score -1189595 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1189655.125000 Penalty: 4716.371582
	Iteration 22Q: 3 clusters Score -1189655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1189692.500000 Penalty: 4716.371582
	Iteration 23Q: 3 clusters Score -1189692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1189734.125000 Penalty: 4716.371582
	Iteration 24Q: 3 clusters Score -1189734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1189777.375000 Penalty: 4716.371582
	Iteration 25Q: 3 clusters Score -1189777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1189811.625000 Penalty: 4716.371582
	Iteration 26Q: 3 clusters Score -1189812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1189842.375000 Penalty: 4716.371582
	Iteration 27Q: 3 clusters Score -1189842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1189878.750000 Penalty: 4716.371582
	Iteration 28Q: 3 clusters Score -1189879 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1189909.125000 Penalty: 4716.371582
	Iteration 29Q: 3 clusters Score -1189909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1189943.250000 Penalty: 4716.371582
	Iteration 30Q: 3 clusters Score -1189943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1189970.875000 Penalty: 4716.371582
	Iteration 31Q: 3 clusters Score -1189971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1189997.500000 Penalty: 4716.371582
	Iteration 32Q: 3 clusters Score -1189998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1190027.375000 Penalty: 4716.371582
	Iteration 33Q: 3 clusters Score -1190027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1190055.875000 Penalty: 4716.371582
	Iteration 34Q: 3 clusters Score -1190056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1190084.250000 Penalty: 4716.371582
	Iteration 35Q: 3 clusters Score -1190084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1190109.750000 Penalty: 4716.371582
	Iteration 36Q: 3 clusters Score -1190110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1190142.875000 Penalty: 4716.371582
	Iteration 37Q: 3 clusters Score -1190143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1190170.875000 Penalty: 4716.371582
	Iteration 38Q: 3 clusters Score -1190171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1190202.750000 Penalty: 4716.371582
	Iteration 39Q: 3 clusters Score -1190203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1190233.375000 Penalty: 4716.371582
	Iteration 40F: 3 clusters Score -1190233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1190252.625000 Penalty: 4716.371582
	Iteration 41Q: 3 clusters Score -1190253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1190264.625000 Penalty: 4716.371582
	Iteration 42Q: 3 clusters Score -1190265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1190281.875000 Penalty: 4716.371582
	Iteration 43Q: 3 clusters Score -1190282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1190296.875000 Penalty: 4716.371582
	Iteration 44Q: 3 clusters Score -1190297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1190307.000000 Penalty: 4716.371582
	Iteration 45Q: 3 clusters Score -1190307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1190313.500000 Penalty: 4716.371582
	Iteration 46Q: 3 clusters Score -1190314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1190320.000000 Penalty: 4716.371582
	Iteration 47Q: 3 clusters Score -1190320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1190329.125000 Penalty: 4716.371582
	Iteration 48Q: 3 clusters Score -1190329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1190337.250000 Penalty: 4716.371582
	Iteration 49Q: 3 clusters Score -1190337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1190343.250000 Penalty: 4716.371582
	Iteration 50Q: 3 clusters Score -1190343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1190352.625000 Penalty: 4716.371582
	Iteration 51Q: 3 clusters Score -1190353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1190363.625000 Penalty: 4716.371582
	Iteration 52Q: 3 clusters Score -1190364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1190365.375000 Penalty: 4716.371582
	Iteration 53Q: 3 clusters Score -1190365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1190366.375000 Penalty: 4716.371582
	Iteration 54Q: 3 clusters Score -1190366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1190368.250000 Penalty: 4716.371582
	Iteration 55Q: 3 clusters Score -1190368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1190372.000000 Penalty: 4716.371582
	Iteration 56Q: 3 clusters Score -1190372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1190375.000000 Penalty: 4716.371582
	Iteration 57Q: 3 clusters Score -1190375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1190377.000000 Penalty: 4716.371582
	Iteration 58Q: 3 clusters Score -1190377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1190379.500000 Penalty: 4716.371582
	Iteration 59Q: 3 clusters Score -1190380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1190380.875000 Penalty: 4716.371582
	Iteration 60F: 3 clusters Score -1190381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1190382.750000 Penalty: 4716.371582
	Iteration 61Q: 3 clusters Score -1190383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1190382.750000 Penalty: 4716.371582
	Iteration 62F: 3 clusters Score -1190383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -508620.406250 Penalty: 2134.181396
	Iteration 0F: 2 clusters Score -508620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -503867.718750 Penalty: 4268.362793
	Iteration 0F: 3 clusters Score -503867.7 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -505074.843750 Penalty: 4268.362793
	Iteration 1F: 3 clusters Score -505074.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -505337.343750 Penalty: 4268.362793
	Iteration 2F: 3 clusters Score -505337.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -505516.093750 Penalty: 4268.362793
	Iteration 3F: 3 clusters Score -505516.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -505661.656250 Penalty: 4268.362793
	Iteration 4Q: 3 clusters Score -505661.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -505764.500000 Penalty: 4268.362793
	Iteration 5Q: 3 clusters Score -505764.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -505845.781250 Penalty: 4268.362793
	Iteration 6Q: 3 clusters Score -505845.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -505898.593750 Penalty: 4268.362793
	Iteration 7Q: 3 clusters Score -505898.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -505944.406250 Penalty: 4268.362793
	Iteration 8Q: 3 clusters Score -505944.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -505990.312500 Penalty: 4268.362793
	Iteration 9Q: 3 clusters Score -505990.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -506031.656250 Penalty: 4268.362793
	Iteration 10Q: 3 clusters Score -506031.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -506063.750000 Penalty: 4268.362793
	Iteration 11Q: 3 clusters Score -506063.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -506099.343750 Penalty: 4268.362793
	Iteration 12Q: 3 clusters Score -506099.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -506137.781250 Penalty: 4268.362793
	Iteration 13Q: 3 clusters Score -506137.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -506188.468750 Penalty: 4268.362793
	Iteration 14Q: 3 clusters Score -506188.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -506234.031250 Penalty: 4268.362793
	Iteration 15Q: 3 clusters Score -506234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -506286.781250 Penalty: 4268.362793
	Iteration 16Q: 3 clusters Score -506286.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -506360.437500 Penalty: 4268.362793
	Iteration 17Q: 3 clusters Score -506360.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -506450.531250 Penalty: 4268.362793
	Iteration 18Q: 3 clusters Score -506450.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -506567.531250 Penalty: 4268.362793
	Iteration 19Q: 3 clusters Score -506567.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -506740.312500 Penalty: 4268.362793
	Iteration 20F: 3 clusters Score -506740.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -506917.062500 Penalty: 4268.362793
	Iteration 21Q: 3 clusters Score -506917.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -507044.843750 Penalty: 4268.362793
	Iteration 22Q: 3 clusters Score -507044.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -507147.031250 Penalty: 4268.362793
	Iteration 23Q: 3 clusters Score -507147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -507210.937500 Penalty: 4268.362793
	Iteration 24Q: 3 clusters Score -507210.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -507260.093750 Penalty: 4268.362793
	Iteration 25Q: 3 clusters Score -507260.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -507296.250000 Penalty: 4268.362793
	Iteration 26Q: 3 clusters Score -507296.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -507316.593750 Penalty: 4268.362793
	Iteration 27Q: 3 clusters Score -507316.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -507335.031250 Penalty: 4268.362793
	Iteration 28Q: 3 clusters Score -507335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -507352.250000 Penalty: 4268.362793
	Iteration 29Q: 3 clusters Score -507352.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -507363.531250 Penalty: 4268.362793
	Iteration 30Q: 3 clusters Score -507363.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -507368.937500 Penalty: 4268.362793
	Iteration 31Q: 3 clusters Score -507368.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -507376.031250 Penalty: 4268.362793
	Iteration 32Q: 3 clusters Score -507376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -507379.093750 Penalty: 4268.362793
	Iteration 33Q: 3 clusters Score -507379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -507381.000000 Penalty: 4268.362793
	Iteration 34Q: 3 clusters Score -507381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -507383.218750 Penalty: 4268.362793
	Iteration 35Q: 3 clusters Score -507383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -507383.062500 Penalty: 4268.362793
	Iteration 36Q: 3 clusters Score -507383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -507385.062500 Penalty: 4268.362793
	Iteration 37Q: 3 clusters Score -507385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -507385.312500 Penalty: 4268.362793
	Iteration 38Q: 3 clusters Score -507385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -507385.875000 Penalty: 4268.362793
	Iteration 39Q: 3 clusters Score -507385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -507385.875000 Penalty: 4268.362793
	Iteration 40F: 3 clusters Score -507385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Entering Unmasked Estep 
Score: -798848.937500 Penalty: 2262.323730
	Iteration 0F: 2 clusters Score -798848.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -791727.312500 Penalty: 4524.647461
	Iteration 0F: 3 clusters Score -791727.3 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -793921.687500 Penalty: 4524.647461
	Iteration 1F: 3 clusters Score -793921.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -794465.187500 Penalty: 4524.647461
	Iteration 2F: 3 clusters Score -794465.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -795014.937500 Penalty: 4524.647461
	Iteration 3F: 3 clusters Score -795014.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -795519.937500 Penalty: 4524.647461
	Iteration 4F: 3 clusters Score -795519.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -795951.250000 Penalty: 4524.647461
	Iteration 5F: 3 clusters Score -795951.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -796315.250000 Penalty: 4524.647461
	Iteration 6F: 3 clusters Score -796315.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -796693.937500 Penalty: 4524.647461
	Iteration 7Q: 3 clusters Score -796693.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -797036.687500 Penalty: 4524.647461
	Iteration 8Q: 3 clusters Score -797036.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -797368.187500 Penalty: 4524.647461
	Iteration 9Q: 3 clusters Score -797368.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -797668.125000 Penalty: 4524.647461
	Iteration 10Q: 3 clusters Score -797668.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -797974.250000 Penalty: 4524.647461
	Iteration 11Q: 3 clusters Score -797974.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -798240.500000 Penalty: 4524.647461
	Iteration 12Q: 3 clusters Score -798240.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -798505.750000 Penalty: 4524.647461
	Iteration 13Q: 3 clusters Score -798505.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -798756.937500 Penalty: 4524.647461
	Iteration 14Q: 3 clusters Score -798756.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -798965.125000 Penalty: 4524.647461
	Iteration 15Q: 3 clusters Score -798965.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -799146.437500 Penalty: 4524.647461
	Iteration 16Q: 3 clusters Score -799146.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -799256.250000 Penalty: 4524.647461
	Iteration 17Q: 3 clusters Score -799256.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -799313.687500 Penalty: 4524.647461
	Iteration 18Q: 3 clusters Score -799313.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -799343.812500 Penalty: 4524.647461
	Iteration 19Q: 3 clusters Score -799343.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -799359.500000 Penalty: 4524.647461
	Iteration 20F: 3 clusters Score -799359.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -799367.250000 Penalty: 4524.647461
	Iteration 21Q: 3 clusters Score -799367.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -799374.562500 Penalty: 4524.647461
	Iteration 22Q: 3 clusters Score -799374.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -799381.625000 Penalty: 4524.647461
	Iteration 23Q: 3 clusters Score -799381.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -799382.312500 Penalty: 4524.647461
	Iteration 24Q: 3 clusters Score -799382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -799385.812500 Penalty: 4524.647461
	Iteration 25Q: 3 clusters Score -799385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -799390.125000 Penalty: 4524.647461
	Iteration 26Q: 3 clusters Score -799390.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -799395.625000 Penalty: 4524.647461
	Iteration 27Q: 3 clusters Score -799395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -799393.875000 Penalty: 4524.647461
	Iteration 28Q: 3 clusters Score -799393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -799395.500000 Penalty: 4524.647461
	Iteration 29Q: 3 clusters Score -799395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -799395.500000 Penalty: 4524.647461
	Iteration 30F: 3 clusters Score -799395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 4862 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 4295 members 
Entering Unmasked Estep 
Score: -84121888.000000 Penalty: 183775.671875
Splitting cluster 45 changes total score from -84122368.000000 to -84121888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -1040633.437500 Penalty: 2305.331787
	Iteration 0F: 2 clusters Score -1040633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1032370.187500 Penalty: 4610.663574
	Iteration 0F: 3 clusters Score -1032370 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1035060.500000 Penalty: 4610.663574
	Iteration 1F: 3 clusters Score -1035060 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1035882.937500 Penalty: 4610.663574
	Iteration 2F: 3 clusters Score -1035883 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1036904.062500 Penalty: 4610.663574
	Iteration 3F: 3 clusters Score -1036904 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1037978.312500 Penalty: 4610.663574
	Iteration 4F: 3 clusters Score -1037978 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1038871.250000 Penalty: 4610.663574
	Iteration 5F: 3 clusters Score -1038871 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1039372.500000 Penalty: 4610.663574
	Iteration 6F: 3 clusters Score -1039372 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1039638.250000 Penalty: 4610.663574
	Iteration 7Q: 3 clusters Score -1039638 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1039801.312500 Penalty: 4610.663574
	Iteration 8Q: 3 clusters Score -1039801 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1039895.562500 Penalty: 4610.663574
	Iteration 9Q: 3 clusters Score -1039896 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1039952.062500 Penalty: 4610.663574
	Iteration 10Q: 3 clusters Score -1039952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1039987.125000 Penalty: 4610.663574
	Iteration 11Q: 3 clusters Score -1039987 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1040012.250000 Penalty: 4610.663574
	Iteration 12Q: 3 clusters Score -1040012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1040030.812500 Penalty: 4610.663574
	Iteration 13Q: 3 clusters Score -1040031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1040046.312500 Penalty: 4610.663574
	Iteration 14Q: 3 clusters Score -1040046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1040060.187500 Penalty: 4610.663574
	Iteration 15Q: 3 clusters Score -1040060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1040068.437500 Penalty: 4610.663574
	Iteration 16Q: 3 clusters Score -1040068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1040076.750000 Penalty: 4610.663574
	Iteration 17Q: 3 clusters Score -1040077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1040087.750000 Penalty: 4610.663574
	Iteration 18Q: 3 clusters Score -1040088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1040094.562500 Penalty: 4610.663574
	Iteration 19Q: 3 clusters Score -1040095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1040096.687500 Penalty: 4610.663574
	Iteration 20F: 3 clusters Score -1040097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1040100.750000 Penalty: 4610.663574
	Iteration 21Q: 3 clusters Score -1040101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1040103.000000 Penalty: 4610.663574
	Iteration 22Q: 3 clusters Score -1040103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1040107.312500 Penalty: 4610.663574
	Iteration 23Q: 3 clusters Score -1040107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1040106.812500 Penalty: 4610.663574
	Iteration 24Q: 3 clusters Score -1040107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1040111.625000 Penalty: 4610.663574
	Iteration 25Q: 3 clusters Score -1040112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1040115.312500 Penalty: 4610.663574
	Iteration 26Q: 3 clusters Score -1040115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1040118.437500 Penalty: 4610.663574
	Iteration 27Q: 3 clusters Score -1040118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1040118.562500 Penalty: 4610.663574
	Iteration 28Q: 3 clusters Score -1040119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1040119.000000 Penalty: 4610.663574
	Iteration 29Q: 3 clusters Score -1040119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1040122.375000 Penalty: 4610.663574
	Iteration 30Q: 3 clusters Score -1040122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1040124.562500 Penalty: 4610.663574
	Iteration 31Q: 3 clusters Score -1040125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1040127.187500 Penalty: 4610.663574
	Iteration 32Q: 3 clusters Score -1040127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1040130.437500 Penalty: 4610.663574
	Iteration 33Q: 3 clusters Score -1040130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1040129.812500 Penalty: 4610.663574
	Iteration 34Q: 3 clusters Score -1040130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1040131.812500 Penalty: 4610.663574
	Iteration 35Q: 3 clusters Score -1040132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1040131.500000 Penalty: 4610.663574
	Iteration 36Q: 3 clusters Score -1040132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1040132.312500 Penalty: 4610.663574
	Iteration 37Q: 3 clusters Score -1040132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1040134.562500 Penalty: 4610.663574
	Iteration 38Q: 3 clusters Score -1040135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1040134.250000 Penalty: 4610.663574
	Iteration 39Q: 3 clusters Score -1040134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1040134.500000 Penalty: 4610.663574
	Iteration 40F: 3 clusters Score -1040134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1040132.812500 Penalty: 4610.663574
	Iteration 41Q: 3 clusters Score -1040133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1040133.125000 Penalty: 4610.663574
	Iteration 42Q: 3 clusters Score -1040133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1040135.500000 Penalty: 4610.663574
	Iteration 43Q: 3 clusters Score -1040136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1040136.437500 Penalty: 4610.663574
	Iteration 44Q: 3 clusters Score -1040136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1040134.625000 Penalty: 4610.663574
	Iteration 45Q: 3 clusters Score -1040135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1040136.812500 Penalty: 4610.663574
	Iteration 46Q: 3 clusters Score -1040137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1040136.062500 Penalty: 4610.663574
	Iteration 47Q: 3 clusters Score -1040136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1040135.625000 Penalty: 4610.663574
	Iteration 48Q: 3 clusters Score -1040136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1040136.187500 Penalty: 4610.663574
	Iteration 49Q: 3 clusters Score -1040136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1040136.750000 Penalty: 4610.663574
	Iteration 50Q: 3 clusters Score -1040137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1040136.875000 Penalty: 4610.663574
	Iteration 51Q: 3 clusters Score -1040137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1040136.875000 Penalty: 4610.663574
	Iteration 52Q: 3 clusters Score -1040137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1040139.312500 Penalty: 4610.663574
	Iteration 53Q: 3 clusters Score -1040139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1040139.187500 Penalty: 4610.663574
	Iteration 54Q: 3 clusters Score -1040139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1040139.187500 Penalty: 4610.663574
	Iteration 55F: 3 clusters Score -1040139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -164986.515625 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -164986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -162255.953125 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -162256 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -162853.500000 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -162853.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -163061.656250 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -163061.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -163175.968750 Penalty: 3808.220459
	Iteration 3Q: 3 clusters Score -163176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -163264.984375 Penalty: 3808.220459
	Iteration 4Q: 3 clusters Score -163265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -163347.031250 Penalty: 3808.220459
	Iteration 5Q: 3 clusters Score -163347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -163405.843750 Penalty: 3808.220459
	Iteration 6Q: 3 clusters Score -163405.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -163456.312500 Penalty: 3808.220459
	Iteration 7Q: 3 clusters Score -163456.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -163486.343750 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -163486.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -163522.375000 Penalty: 3808.220459
	Iteration 9Q: 3 clusters Score -163522.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -163549.234375 Penalty: 3808.220459
	Iteration 10Q: 3 clusters Score -163549.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -163575.453125 Penalty: 3808.220459
	Iteration 11Q: 3 clusters Score -163575.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -163594.406250 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -163594.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -163602.562500 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -163602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -163609.046875 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -163609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -163616.156250 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -163616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -163619.015625 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -163619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -163629.578125 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -163629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -163638.250000 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -163638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -163641.734375 Penalty: 3808.220459
	Iteration 19Q: 3 clusters Score -163641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -163645.218750 Penalty: 3808.220459
	Iteration 20F: 3 clusters Score -163645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -163647.375000 Penalty: 3808.220459
	Iteration 21Q: 3 clusters Score -163647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -163647.375000 Penalty: 3808.220459
	Iteration 22F: 3 clusters Score -163647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Entering Unmasked Estep 
Score: -1437978.125000 Penalty: 2384.885010
	Iteration 0F: 2 clusters Score -1437978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1427173.500000 Penalty: 4769.770020
	Iteration 0F: 3 clusters Score -1427174 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1430699.875000 Penalty: 4769.770020
	Iteration 1F: 3 clusters Score -1430700 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1431124.750000 Penalty: 4769.770020
	Iteration 2F: 3 clusters Score -1431125 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1431513.125000 Penalty: 4769.770020
	Iteration 3F: 3 clusters Score -1431513 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1431874.625000 Penalty: 4769.770020
	Iteration 4Q: 3 clusters Score -1431875 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1432218.625000 Penalty: 4769.770020
	Iteration 5Q: 3 clusters Score -1432219 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1432547.875000 Penalty: 4769.770020
	Iteration 6Q: 3 clusters Score -1432548 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1432841.625000 Penalty: 4769.770020
	Iteration 7Q: 3 clusters Score -1432842 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1433095.375000 Penalty: 4769.770020
	Iteration 8Q: 3 clusters Score -1433095 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1433346.625000 Penalty: 4769.770020
	Iteration 9Q: 3 clusters Score -1433347 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1433585.125000 Penalty: 4769.770020
	Iteration 10Q: 3 clusters Score -1433585 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1433791.375000 Penalty: 4769.770020
	Iteration 11Q: 3 clusters Score -1433791 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1433973.750000 Penalty: 4769.770020
	Iteration 12Q: 3 clusters Score -1433974 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1434105.500000 Penalty: 4769.770020
	Iteration 13Q: 3 clusters Score -1434106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1434219.625000 Penalty: 4769.770020
	Iteration 14Q: 3 clusters Score -1434220 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1434310.250000 Penalty: 4769.770020
	Iteration 15Q: 3 clusters Score -1434310 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1434378.500000 Penalty: 4769.770020
	Iteration 16Q: 3 clusters Score -1434378 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1434433.250000 Penalty: 4769.770020
	Iteration 17Q: 3 clusters Score -1434433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1434490.750000 Penalty: 4769.770020
	Iteration 18Q: 3 clusters Score -1434491 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1434540.000000 Penalty: 4769.770020
	Iteration 19Q: 3 clusters Score -1434540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1434578.125000 Penalty: 4769.770020
	Iteration 20F: 3 clusters Score -1434578 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1434619.000000 Penalty: 4769.770020
	Iteration 21Q: 3 clusters Score -1434619 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1434639.125000 Penalty: 4769.770020
	Iteration 22Q: 3 clusters Score -1434639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1434666.750000 Penalty: 4769.770020
	Iteration 23Q: 3 clusters Score -1434667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1434681.125000 Penalty: 4769.770020
	Iteration 24Q: 3 clusters Score -1434681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1434700.375000 Penalty: 4769.770020
	Iteration 25Q: 3 clusters Score -1434700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1434712.375000 Penalty: 4769.770020
	Iteration 26Q: 3 clusters Score -1434712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1434727.500000 Penalty: 4769.770020
	Iteration 27Q: 3 clusters Score -1434728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1434737.875000 Penalty: 4769.770020
	Iteration 28Q: 3 clusters Score -1434738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1434744.250000 Penalty: 4769.770020
	Iteration 29Q: 3 clusters Score -1434744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1434757.125000 Penalty: 4769.770020
	Iteration 30Q: 3 clusters Score -1434757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1434768.750000 Penalty: 4769.770020
	Iteration 31Q: 3 clusters Score -1434769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1434771.500000 Penalty: 4769.770020
	Iteration 32Q: 3 clusters Score -1434772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1434777.500000 Penalty: 4769.770020
	Iteration 33Q: 3 clusters Score -1434778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1434788.375000 Penalty: 4769.770020
	Iteration 34Q: 3 clusters Score -1434788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1434798.125000 Penalty: 4769.770020
	Iteration 35Q: 3 clusters Score -1434798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1434796.125000 Penalty: 4769.770020
	Iteration 36Q: 3 clusters Score -1434796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1434807.125000 Penalty: 4769.770020
	Iteration 37Q: 3 clusters Score -1434807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1434812.125000 Penalty: 4769.770020
	Iteration 38Q: 3 clusters Score -1434812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1434815.125000 Penalty: 4769.770020
	Iteration 39Q: 3 clusters Score -1434815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1434818.125000 Penalty: 4769.770020
	Iteration 40F: 3 clusters Score -1434818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1434816.625000 Penalty: 4769.770020
	Iteration 41Q: 3 clusters Score -1434817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1434823.750000 Penalty: 4769.770020
	Iteration 42Q: 3 clusters Score -1434824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1434834.875000 Penalty: 4769.770020
	Iteration 43Q: 3 clusters Score -1434835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1434843.250000 Penalty: 4769.770020
	Iteration 44Q: 3 clusters Score -1434843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1434845.625000 Penalty: 4769.770020
	Iteration 45Q: 3 clusters Score -1434846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1434846.500000 Penalty: 4769.770020
	Iteration 46Q: 3 clusters Score -1434846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1434847.000000 Penalty: 4769.770020
	Iteration 47Q: 3 clusters Score -1434847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1434845.625000 Penalty: 4769.770020
	Iteration 48Q: 3 clusters Score -1434846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1434847.875000 Penalty: 4769.770020
	Iteration 49Q: 3 clusters Score -1434848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1434850.750000 Penalty: 4769.770020
	Iteration 50Q: 3 clusters Score -1434851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1434854.000000 Penalty: 4769.770020
	Iteration 51Q: 3 clusters Score -1434854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1434855.125000 Penalty: 4769.770020
	Iteration 52Q: 3 clusters Score -1434855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1434857.500000 Penalty: 4769.770020
	Iteration 53Q: 3 clusters Score -1434858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1434857.125000 Penalty: 4769.770020
	Iteration 54Q: 3 clusters Score -1434857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1434858.000000 Penalty: 4769.770020
	Iteration 55Q: 3 clusters Score -1434858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1434858.000000 Penalty: 4769.770020
	Iteration 56F: 3 clusters Score -1434858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -279919.593750 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -279919.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -276655.656250 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -276655.7 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -277403.687500 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -277403.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -277581.093750 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -277581.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -277773.281250 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -277773.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -278031.531250 Penalty: 3973.960938
	Iteration 4F: 3 clusters Score -278031.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -278556.531250 Penalty: 3973.960938
	Iteration 5F: 3 clusters Score -278556.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -279369.687500 Penalty: 3973.960938
	Iteration 6F: 3 clusters Score -279369.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279787.562500 Penalty: 3973.960938
	Iteration 7F: 3 clusters Score -279787.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -280102.656250 Penalty: 3973.960938
	Iteration 8F: 3 clusters Score -280102.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -280301.031250 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -280301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -280413.156250 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -280413.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -280548.781250 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -280548.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -280683.468750 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -280683.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -280810.843750 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -280810.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -280894.250000 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -280894.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -280913.062500 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -280913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -280916.500000 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -280916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -280918.437500 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -280918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -280918.437500 Penalty: 3973.960938
	Iteration 18F: 3 clusters Score -280918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 776 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 2241 members 
Entering Unmasked Estep 
Score: -84121912.000000 Penalty: 183775.671875
Splitting cluster 49 changes total score from -84122368.000000 to -84121912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (13933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Entering Unmasked Estep 
Score: -1417240.750000 Penalty: 2366.419678
	Iteration 0F: 2 clusters Score -1417241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1407016.375000 Penalty: 4732.839355
	Iteration 0F: 3 clusters Score -1407016 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1410123.500000 Penalty: 4732.839355
	Iteration 1F: 3 clusters Score -1410124 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1410477.375000 Penalty: 4732.839355
	Iteration 2F: 3 clusters Score -1410477 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1410766.125000 Penalty: 4732.839355
	Iteration 3F: 3 clusters Score -1410766 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1411025.250000 Penalty: 4732.839355
	Iteration 4Q: 3 clusters Score -1411025 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1411301.125000 Penalty: 4732.839355
	Iteration 5Q: 3 clusters Score -1411301 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1411583.375000 Penalty: 4732.839355
	Iteration 6Q: 3 clusters Score -1411583 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1411903.750000 Penalty: 4732.839355
	Iteration 7Q: 3 clusters Score -1411904 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1412271.625000 Penalty: 4732.839355
	Iteration 8Q: 3 clusters Score -1412272 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1412668.625000 Penalty: 4732.839355
	Iteration 9Q: 3 clusters Score -1412669 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1413133.750000 Penalty: 4732.839355
	Iteration 10Q: 3 clusters Score -1413134 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1413632.875000 Penalty: 4732.839355
	Iteration 11Q: 3 clusters Score -1413633 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1414053.000000 Penalty: 4732.839355
	Iteration 12Q: 3 clusters Score -1414053 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1414425.500000 Penalty: 4732.839355
	Iteration 13Q: 3 clusters Score -1414426 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1414653.125000 Penalty: 4732.839355
	Iteration 14Q: 3 clusters Score -1414653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1414781.500000 Penalty: 4732.839355
	Iteration 15Q: 3 clusters Score -1414782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1414858.625000 Penalty: 4732.839355
	Iteration 16Q: 3 clusters Score -1414859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1414937.375000 Penalty: 4732.839355
	Iteration 17Q: 3 clusters Score -1414937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1414999.625000 Penalty: 4732.839355
	Iteration 18Q: 3 clusters Score -1415000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1415049.625000 Penalty: 4732.839355
	Iteration 19Q: 3 clusters Score -1415050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1415095.625000 Penalty: 4732.839355
	Iteration 20F: 3 clusters Score -1415096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1415131.125000 Penalty: 4732.839355
	Iteration 21Q: 3 clusters Score -1415131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1415159.250000 Penalty: 4732.839355
	Iteration 22Q: 3 clusters Score -1415159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1415171.625000 Penalty: 4732.839355
	Iteration 23Q: 3 clusters Score -1415172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1415186.875000 Penalty: 4732.839355
	Iteration 24Q: 3 clusters Score -1415187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1415195.500000 Penalty: 4732.839355
	Iteration 25Q: 3 clusters Score -1415196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1415201.375000 Penalty: 4732.839355
	Iteration 26Q: 3 clusters Score -1415201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1415207.125000 Penalty: 4732.839355
	Iteration 27Q: 3 clusters Score -1415207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1415215.500000 Penalty: 4732.839355
	Iteration 28Q: 3 clusters Score -1415216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1415222.250000 Penalty: 4732.839355
	Iteration 29Q: 3 clusters Score -1415222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1415228.750000 Penalty: 4732.839355
	Iteration 30Q: 3 clusters Score -1415229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1415229.500000 Penalty: 4732.839355
	Iteration 31Q: 3 clusters Score -1415230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1415229.500000 Penalty: 4732.839355
	Iteration 32F: 3 clusters Score -1415230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -305688.187500 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -305688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -302383.406250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -302383.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -303002.562500 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -303002.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -303152.343750 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -303152.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -303246.500000 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -303246.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -303312.218750 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -303312.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -303346.187500 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -303346.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -303369.437500 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -303369.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -303384.843750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -303384.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -303397.687500 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -303397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303403.500000 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -303403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -303406.062500 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -303406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303407.000000 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -303407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -303407.406250 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -303407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -303407.500000 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -303407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -303407.500000 Penalty: 3983.405762
	Iteration 14F: 3 clusters Score -303407.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Entering Unmasked Estep 
Score: -668711.312500 Penalty: 2193.395508
	Iteration 0F: 2 clusters Score -668711.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -662965.937500 Penalty: 4386.791016
	Iteration 0F: 3 clusters Score -662965.9 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -664515.312500 Penalty: 4386.791016
	Iteration 1F: 3 clusters Score -664515.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -664804.437500 Penalty: 4386.791016
	Iteration 2F: 3 clusters Score -664804.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -665011.562500 Penalty: 4386.791016
	Iteration 3F: 3 clusters Score -665011.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -665184.000000 Penalty: 4386.791016
	Iteration 4Q: 3 clusters Score -665184 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -665335.375000 Penalty: 4386.791016
	Iteration 5Q: 3 clusters Score -665335.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -665491.812500 Penalty: 4386.791016
	Iteration 6Q: 3 clusters Score -665491.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -665656.562500 Penalty: 4386.791016
	Iteration 7Q: 3 clusters Score -665656.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -665847.250000 Penalty: 4386.791016
	Iteration 8Q: 3 clusters Score -665847.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -666049.375000 Penalty: 4386.791016
	Iteration 9Q: 3 clusters Score -666049.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -666201.125000 Penalty: 4386.791016
	Iteration 10Q: 3 clusters Score -666201.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -666321.625000 Penalty: 4386.791016
	Iteration 11Q: 3 clusters Score -666321.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -666414.562500 Penalty: 4386.791016
	Iteration 12Q: 3 clusters Score -666414.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -666479.312500 Penalty: 4386.791016
	Iteration 13Q: 3 clusters Score -666479.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -666525.125000 Penalty: 4386.791016
	Iteration 14Q: 3 clusters Score -666525.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -666554.562500 Penalty: 4386.791016
	Iteration 15Q: 3 clusters Score -666554.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -666579.125000 Penalty: 4386.791016
	Iteration 16Q: 3 clusters Score -666579.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -666599.125000 Penalty: 4386.791016
	Iteration 17Q: 3 clusters Score -666599.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -666615.250000 Penalty: 4386.791016
	Iteration 18Q: 3 clusters Score -666615.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -666626.687500 Penalty: 4386.791016
	Iteration 19Q: 3 clusters Score -666626.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -666633.312500 Penalty: 4386.791016
	Iteration 20F: 3 clusters Score -666633.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -666641.000000 Penalty: 4386.791016
	Iteration 21Q: 3 clusters Score -666641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -666647.125000 Penalty: 4386.791016
	Iteration 22Q: 3 clusters Score -666647.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -666652.000000 Penalty: 4386.791016
	Iteration 23Q: 3 clusters Score -666652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -666656.687500 Penalty: 4386.791016
	Iteration 24Q: 3 clusters Score -666656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -666661.125000 Penalty: 4386.791016
	Iteration 25Q: 3 clusters Score -666661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -666666.062500 Penalty: 4386.791016
	Iteration 26Q: 3 clusters Score -666666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -666667.062500 Penalty: 4386.791016
	Iteration 27Q: 3 clusters Score -666667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -666670.750000 Penalty: 4386.791016
	Iteration 28Q: 3 clusters Score -666670.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -666672.750000 Penalty: 4386.791016
	Iteration 29Q: 3 clusters Score -666672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -666677.250000 Penalty: 4386.791016
	Iteration 30Q: 3 clusters Score -666677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -666679.000000 Penalty: 4386.791016
	Iteration 31Q: 3 clusters Score -666679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -666684.125000 Penalty: 4386.791016
	Iteration 32Q: 3 clusters Score -666684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -666689.125000 Penalty: 4386.791016
	Iteration 33Q: 3 clusters Score -666689.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -666691.250000 Penalty: 4386.791016
	Iteration 34Q: 3 clusters Score -666691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -666695.250000 Penalty: 4386.791016
	Iteration 35Q: 3 clusters Score -666695.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -666697.562500 Penalty: 4386.791016
	Iteration 36Q: 3 clusters Score -666697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -666700.500000 Penalty: 4386.791016
	Iteration 37Q: 3 clusters Score -666700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -666701.312500 Penalty: 4386.791016
	Iteration 38Q: 3 clusters Score -666701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -666701.312500 Penalty: 4386.791016
	Iteration 39F: 3 clusters Score -666701.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -185820.468750 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -185820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -182873.671875 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -182873.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -183498.453125 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -183498.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -183697.218750 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -183697.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -183886.421875 Penalty: 3901.513916
	Iteration 3F: 3 clusters Score -183886.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -184028.390625 Penalty: 3901.513916
	Iteration 4F: 3 clusters Score -184028.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -184149.671875 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -184149.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -184270.156250 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -184270.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -184374.093750 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -184374.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -184448.156250 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -184448.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -184497.750000 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -184497.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -184533.031250 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -184533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184566.421875 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -184566.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -184593.078125 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -184593.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -184621.984375 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -184622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -184654.156250 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -184654.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184675.859375 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -184675.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -184692.906250 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -184692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -184705.640625 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -184705.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -184711.968750 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -184712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -184716.921875 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -184716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -184721.515625 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -184721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -184723.875000 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -184723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -184726.765625 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -184726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -184730.531250 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -184730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -184733.296875 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -184733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -184735.437500 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -184735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -184736.343750 Penalty: 3901.513916
	Iteration 26Q: 3 clusters Score -184736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -184737.156250 Penalty: 3901.513916
	Iteration 27Q: 3 clusters Score -184737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -184739.156250 Penalty: 3901.513916
	Iteration 28Q: 3 clusters Score -184739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -184741.546875 Penalty: 3901.513916
	Iteration 29Q: 3 clusters Score -184741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -184742.000000 Penalty: 3901.513916
	Iteration 30Q: 3 clusters Score -184742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -184742.000000 Penalty: 3901.513916
	Iteration 31F: 3 clusters Score -184742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157911 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19632 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58068 members 
Mstep: Class 22 contains 94460 members 
Mstep: Class 23 contains 74544 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20874 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29508 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36811 members 
Mstep: Class 39 contains 97252 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13478 members 
Mstep: Class 44 contains 5462 members 
Mstep: Class 45 contains 9157 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13933 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6935 members 
Mstep: Class 53 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122296.000000 Penalty: 180372.406250
Iteration 159Q: 54 clusters Score -8.41223e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9911 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3261 members 
Mstep: Class 6 contains 157869 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2902 members 
Mstep: Class 11 contains 32692 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19639 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 58057 members 
Mstep: Class 22 contains 94480 members 
Mstep: Class 23 contains 74507 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20867 members 
Mstep: Class 26 contains 20345 members 
Mstep: Class 27 contains 11115 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3472 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29604 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8943 members 
Mstep: Class 38 contains 36808 members 
Mstep: Class 39 contains 97343 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13482 members 
Mstep: Class 44 contains 5468 members 
Mstep: Class 45 contains 9153 members 
Mstep: Class 46 contains 10892 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15012 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13931 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6932 members 
Mstep: Class 53 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122384.000000 Penalty: 180372.406250
Iteration 160F: 54 clusters Score -8.412238e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 9913 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157832 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 32604 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19649 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 58049 members 
Mstep: Class 22 contains 94498 members 
Mstep: Class 23 contains 74486 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20868 members 
Mstep: Class 26 contains 20358 members 
Mstep: Class 27 contains 11037 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32600 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3472 members 
Mstep: Class 34 contains 7336 members 
Mstep: Class 35 contains 29718 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8945 members 
Mstep: Class 38 contains 36804 members 
Mstep: Class 39 contains 97411 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5742 members 
Mstep: Class 43 contains 13490 members 
Mstep: Class 44 contains 5474 members 
Mstep: Class 45 contains 9149 members 
Mstep: Class 46 contains 10894 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15010 members 
Mstep: Class 49 contains 3017 members 
Mstep: Class 50 contains 13926 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6930 members 
Mstep: Class 53 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122616.000000 Penalty: 180372.406250
Iteration 161Q: 54 clusters Score -8.412262e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9915 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157808 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 32515 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19657 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58033 members 
Mstep: Class 22 contains 94508 members 
Mstep: Class 23 contains 74459 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20865 members 
Mstep: Class 26 contains 20367 members 
Mstep: Class 27 contains 10969 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32603 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3474 members 
Mstep: Class 34 contains 7337 members 
Mstep: Class 35 contains 29848 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 36803 members 
Mstep: Class 39 contains 97469 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5742 members 
Mstep: Class 43 contains 13491 members 
Mstep: Class 44 contains 5478 members 
Mstep: Class 45 contains 9147 members 
Mstep: Class 46 contains 10895 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15013 members 
Mstep: Class 49 contains 3018 members 
Mstep: Class 50 contains 13921 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6927 members 
Mstep: Class 53 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122688.000000 Penalty: 180372.406250
Iteration 162Q: 54 clusters Score -8.412269e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 157782 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 32440 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19667 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 58020 members 
Mstep: Class 22 contains 94525 members 
Mstep: Class 23 contains 74434 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20859 members 
Mstep: Class 26 contains 20385 members 
Mstep: Class 27 contains 10894 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32602 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3471 members 
Mstep: Class 34 contains 7338 members 
Mstep: Class 35 contains 29977 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8948 members 
Mstep: Class 38 contains 36801 members 
Mstep: Class 39 contains 97518 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13494 members 
Mstep: Class 44 contains 5479 members 
Mstep: Class 45 contains 9148 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15015 members 
Mstep: Class 49 contains 3018 members 
Mstep: Class 50 contains 13916 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6924 members 
Mstep: Class 53 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122720.000000 Penalty: 180372.406250
Iteration 163Q: 54 clusters Score -8.412272e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 3261 members 
Mstep: Class 6 contains 157747 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 32380 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19682 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 58001 members 
Mstep: Class 22 contains 94545 members 
Mstep: Class 23 contains 74406 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20851 members 
Mstep: Class 26 contains 20401 members 
Mstep: Class 27 contains 10814 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32603 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3467 members 
Mstep: Class 34 contains 7339 members 
Mstep: Class 35 contains 30102 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8948 members 
Mstep: Class 38 contains 36798 members 
Mstep: Class 39 contains 97564 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13501 members 
Mstep: Class 44 contains 5480 members 
Mstep: Class 45 contains 9147 members 
Mstep: Class 46 contains 10893 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15022 members 
Mstep: Class 49 contains 3018 members 
Mstep: Class 50 contains 13914 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6922 members 
Mstep: Class 53 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122824.000000 Penalty: 180372.406250
Iteration 164Q: 54 clusters Score -8.412282e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 9919 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 3263 members 
Mstep: Class 6 contains 157716 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 32320 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19692 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57998 members 
Mstep: Class 22 contains 94556 members 
Mstep: Class 23 contains 74392 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20846 members 
Mstep: Class 26 contains 20417 members 
Mstep: Class 27 contains 10722 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32604 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3451 members 
Mstep: Class 34 contains 7340 members 
Mstep: Class 35 contains 30248 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8949 members 
Mstep: Class 38 contains 36795 members 
Mstep: Class 39 contains 97594 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5742 members 
Mstep: Class 43 contains 13507 members 
Mstep: Class 44 contains 5483 members 
Mstep: Class 45 contains 9147 members 
Mstep: Class 46 contains 10894 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15027 members 
Mstep: Class 49 contains 3019 members 
Mstep: Class 50 contains 13908 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6920 members 
Mstep: Class 53 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122728.000000 Penalty: 180372.406250
Iteration 165Q: 54 clusters Score -8.412273e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 157692 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 32259 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19702 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57993 members 
Mstep: Class 22 contains 94576 members 
Mstep: Class 23 contains 74374 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20839 members 
Mstep: Class 26 contains 20427 members 
Mstep: Class 27 contains 10620 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3438 members 
Mstep: Class 34 contains 7341 members 
Mstep: Class 35 contains 30388 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8947 members 
Mstep: Class 38 contains 36792 members 
Mstep: Class 39 contains 97631 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5741 members 
Mstep: Class 43 contains 13513 members 
Mstep: Class 44 contains 5486 members 
Mstep: Class 45 contains 9149 members 
Mstep: Class 46 contains 10894 members 
Mstep: Class 47 contains 2163 members 
Mstep: Class 48 contains 15030 members 
Mstep: Class 49 contains 3021 members 
Mstep: Class 50 contains 13907 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6919 members 
Mstep: Class 53 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122776.000000 Penalty: 180372.406250
Iteration 166Q: 54 clusters Score -8.412278e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 9922 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 157663 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 32214 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19711 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57989 members 
Mstep: Class 22 contains 94591 members 
Mstep: Class 23 contains 74361 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20836 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 10509 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32606 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3420 members 
Mstep: Class 34 contains 7343 members 
Mstep: Class 35 contains 30532 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36790 members 
Mstep: Class 39 contains 97655 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5740 members 
Mstep: Class 43 contains 13519 members 
Mstep: Class 44 contains 5489 members 
Mstep: Class 45 contains 9150 members 
Mstep: Class 46 contains 10891 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15034 members 
Mstep: Class 49 contains 3022 members 
Mstep: Class 50 contains 13907 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6914 members 
Mstep: Class 53 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122768.000000 Penalty: 180372.406250
Iteration 167Q: 54 clusters Score -8.412277e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 157636 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 32136 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19715 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 57987 members 
Mstep: Class 22 contains 94613 members 
Mstep: Class 23 contains 74344 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20835 members 
Mstep: Class 26 contains 20475 members 
Mstep: Class 27 contains 10427 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3397 members 
Mstep: Class 34 contains 7348 members 
Mstep: Class 35 contains 30694 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36777 members 
Mstep: Class 39 contains 97671 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5738 members 
Mstep: Class 43 contains 13523 members 
Mstep: Class 44 contains 5498 members 
Mstep: Class 45 contains 9149 members 
Mstep: Class 46 contains 10887 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15035 members 
Mstep: Class 49 contains 3027 members 
Mstep: Class 50 contains 13906 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6910 members 
Mstep: Class 53 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122928.000000 Penalty: 180372.406250
Iteration 168Q: 54 clusters Score -8.412293e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 9926 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 3252 members 
Mstep: Class 6 contains 157611 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 32066 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19722 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57973 members 
Mstep: Class 22 contains 94640 members 
Mstep: Class 23 contains 74325 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20830 members 
Mstep: Class 26 contains 20493 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3385 members 
Mstep: Class 34 contains 7348 members 
Mstep: Class 35 contains 30863 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8931 members 
Mstep: Class 38 contains 36774 members 
Mstep: Class 39 contains 97672 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5738 members 
Mstep: Class 43 contains 13525 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 9148 members 
Mstep: Class 46 contains 10881 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15036 members 
Mstep: Class 49 contains 3030 members 
Mstep: Class 50 contains 13905 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123112.000000 Penalty: 180372.406250
Iteration 169Q: 54 clusters Score -8.412311e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3252 members 
Mstep: Class 6 contains 157589 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 31996 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57965 members 
Mstep: Class 22 contains 94667 members 
Mstep: Class 23 contains 74309 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20824 members 
Mstep: Class 26 contains 20511 members 
Mstep: Class 27 contains 10264 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3362 members 
Mstep: Class 34 contains 7349 members 
Mstep: Class 35 contains 31004 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8932 members 
Mstep: Class 38 contains 36769 members 
Mstep: Class 39 contains 97696 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5736 members 
Mstep: Class 43 contains 13529 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10880 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15034 members 
Mstep: Class 49 contains 3036 members 
Mstep: Class 50 contains 13903 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123336.000000 Penalty: 180372.406250
Iteration 170Q: 54 clusters Score -8.412334e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9932 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 157574 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 31949 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19745 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57967 members 
Mstep: Class 22 contains 94681 members 
Mstep: Class 23 contains 74292 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20819 members 
Mstep: Class 26 contains 20521 members 
Mstep: Class 27 contains 10182 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3329 members 
Mstep: Class 34 contains 7351 members 
Mstep: Class 35 contains 31149 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8931 members 
Mstep: Class 38 contains 36765 members 
Mstep: Class 39 contains 97705 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5736 members 
Mstep: Class 43 contains 13529 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 9153 members 
Mstep: Class 46 contains 10879 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15034 members 
Mstep: Class 49 contains 3047 members 
Mstep: Class 50 contains 13900 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123312.000000 Penalty: 180372.406250
Iteration 171Q: 54 clusters Score -8.412331e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9933 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3247 members 
Mstep: Class 6 contains 157552 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2910 members 
Mstep: Class 11 contains 31894 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13186 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19757 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57965 members 
Mstep: Class 22 contains 94707 members 
Mstep: Class 23 contains 74280 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20813 members 
Mstep: Class 26 contains 20528 members 
Mstep: Class 27 contains 10117 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3297 members 
Mstep: Class 34 contains 7354 members 
Mstep: Class 35 contains 31280 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36759 members 
Mstep: Class 39 contains 97716 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5736 members 
Mstep: Class 43 contains 13528 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10872 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15033 members 
Mstep: Class 49 contains 3057 members 
Mstep: Class 50 contains 13903 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123448.000000 Penalty: 180372.406250
Iteration 172Q: 54 clusters Score -8.412345e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9940 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 157529 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2913 members 
Mstep: Class 11 contains 31853 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19765 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57960 members 
Mstep: Class 22 contains 94729 members 
Mstep: Class 23 contains 74262 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20804 members 
Mstep: Class 26 contains 20550 members 
Mstep: Class 27 contains 10058 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32606 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3266 members 
Mstep: Class 34 contains 7357 members 
Mstep: Class 35 contains 31400 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36757 members 
Mstep: Class 39 contains 97722 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5736 members 
Mstep: Class 43 contains 13529 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10865 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15032 members 
Mstep: Class 49 contains 3064 members 
Mstep: Class 50 contains 13903 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123456.000000 Penalty: 180372.406250
Iteration 173Q: 54 clusters Score -8.412346e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 9946 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 157505 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 31776 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19774 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57955 members 
Mstep: Class 22 contains 94760 members 
Mstep: Class 23 contains 74238 members 
Mstep: Class 24 contains 5242 members 
Mstep: Class 25 contains 20798 members 
Mstep: Class 26 contains 20564 members 
Mstep: Class 27 contains 10000 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32606 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3243 members 
Mstep: Class 34 contains 7357 members 
Mstep: Class 35 contains 31529 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8930 members 
Mstep: Class 38 contains 36756 members 
Mstep: Class 39 contains 97748 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5735 members 
Mstep: Class 43 contains 13527 members 
Mstep: Class 44 contains 5502 members 
Mstep: Class 45 contains 9155 members 
Mstep: Class 46 contains 10861 members 
Mstep: Class 47 contains 2163 members 
Mstep: Class 48 contains 15032 members 
Mstep: Class 49 contains 3069 members 
Mstep: Class 50 contains 13903 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123440.000000 Penalty: 180372.406250
Iteration 174Q: 54 clusters Score -8.412344e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 9951 members 
Mstep: Class 4 contains 11698 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 157479 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 31703 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19777 members 
Mstep: Class 20 contains 5301 members 
Mstep: Class 21 contains 57943 members 
Mstep: Class 22 contains 94791 members 
Mstep: Class 23 contains 74224 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20793 members 
Mstep: Class 26 contains 20584 members 
Mstep: Class 27 contains 9949 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32606 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3219 members 
Mstep: Class 34 contains 7361 members 
Mstep: Class 35 contains 31650 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8931 members 
Mstep: Class 38 contains 36752 members 
Mstep: Class 39 contains 97765 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5735 members 
Mstep: Class 43 contains 13527 members 
Mstep: Class 44 contains 5501 members 
Mstep: Class 45 contains 9156 members 
Mstep: Class 46 contains 10852 members 
Mstep: Class 47 contains 2162 members 
Mstep: Class 48 contains 15030 members 
Mstep: Class 49 contains 3083 members 
Mstep: Class 50 contains 13902 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123520.000000 Penalty: 180372.406250
Iteration 175Q: 54 clusters Score -8.412352e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 9958 members 
Mstep: Class 4 contains 11699 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 157457 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 31667 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19787 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57940 members 
Mstep: Class 22 contains 94805 members 
Mstep: Class 23 contains 74197 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20790 members 
Mstep: Class 26 contains 20588 members 
Mstep: Class 27 contains 9909 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2926 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3170 members 
Mstep: Class 34 contains 7361 members 
Mstep: Class 35 contains 31771 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 36752 members 
Mstep: Class 39 contains 97764 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5735 members 
Mstep: Class 43 contains 13532 members 
Mstep: Class 44 contains 5501 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10848 members 
Mstep: Class 47 contains 2159 members 
Mstep: Class 48 contains 15032 members 
Mstep: Class 49 contains 3100 members 
Mstep: Class 50 contains 13903 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6905 members 
Mstep: Class 53 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123480.000000 Penalty: 180372.406250
Iteration 176Q: 54 clusters Score -8.412348e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9966 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 157424 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 31608 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19789 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 57931 members 
Mstep: Class 22 contains 94826 members 
Mstep: Class 23 contains 74172 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20791 members 
Mstep: Class 26 contains 20602 members 
Mstep: Class 27 contains 9871 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3137 members 
Mstep: Class 34 contains 7362 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8938 members 
Mstep: Class 38 contains 36750 members 
Mstep: Class 39 contains 97790 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5734 members 
Mstep: Class 43 contains 13538 members 
Mstep: Class 44 contains 5503 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10848 members 
Mstep: Class 47 contains 2157 members 
Mstep: Class 48 contains 15034 members 
Mstep: Class 49 contains 3120 members 
Mstep: Class 50 contains 13900 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6902 members 
Mstep: Class 53 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123576.000000 Penalty: 180372.406250
Iteration 177Q: 54 clusters Score -8.412358e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 11698 members 
Mstep: Class 5 contains 3244 members 
Mstep: Class 6 contains 157388 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19792 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 57918 members 
Mstep: Class 22 contains 94855 members 
Mstep: Class 23 contains 74153 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20787 members 
Mstep: Class 26 contains 20610 members 
Mstep: Class 27 contains 9825 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3101 members 
Mstep: Class 34 contains 7362 members 
Mstep: Class 35 contains 31957 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36750 members 
Mstep: Class 39 contains 97826 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5733 members 
Mstep: Class 43 contains 13542 members 
Mstep: Class 44 contains 5504 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10850 members 
Mstep: Class 47 contains 2155 members 
Mstep: Class 48 contains 15034 members 
Mstep: Class 49 contains 3138 members 
Mstep: Class 50 contains 13900 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6900 members 
Mstep: Class 53 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123512.000000 Penalty: 180372.406250
Iteration 178Q: 54 clusters Score -8.412351e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9968 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3242 members 
Mstep: Class 6 contains 157360 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 31526 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19799 members 
Mstep: Class 20 contains 5304 members 
Mstep: Class 21 contains 57905 members 
Mstep: Class 22 contains 94875 members 
Mstep: Class 23 contains 74144 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20779 members 
Mstep: Class 26 contains 20618 members 
Mstep: Class 27 contains 9789 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3087 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32030 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36751 members 
Mstep: Class 39 contains 97856 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5734 members 
Mstep: Class 43 contains 13543 members 
Mstep: Class 44 contains 5507 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10848 members 
Mstep: Class 47 contains 2152 members 
Mstep: Class 48 contains 15041 members 
Mstep: Class 49 contains 3153 members 
Mstep: Class 50 contains 13900 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6896 members 
Mstep: Class 53 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123704.000000 Penalty: 180372.406250
Iteration 179Q: 54 clusters Score -8.41237e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 9966 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 6 contains 157333 members 
Mstep: Class 7 contains 3269 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 31473 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19798 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 57903 members 
Mstep: Class 22 contains 94916 members 
Mstep: Class 23 contains 74126 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20772 members 
Mstep: Class 26 contains 20619 members 
Mstep: Class 27 contains 9765 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 7364 members 
Mstep: Class 35 contains 32098 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8937 members 
Mstep: Class 38 contains 36751 members 
Mstep: Class 39 contains 97880 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5734 members 
Mstep: Class 43 contains 13545 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 9160 members 
Mstep: Class 46 contains 10850 members 
Mstep: Class 47 contains 2153 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3166 members 
Mstep: Class 50 contains 13900 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6895 members 
Mstep: Class 53 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123624.000000 Penalty: 180372.406250
Iteration 180F: 54 clusters Score -8.412362e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 11700 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 157313 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 31413 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19798 members 
Mstep: Class 20 contains 5304 members 
Mstep: Class 21 contains 57885 members 
Mstep: Class 22 contains 94955 members 
Mstep: Class 23 contains 74109 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20766 members 
Mstep: Class 26 contains 20625 members 
Mstep: Class 27 contains 9747 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32162 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 36750 members 
Mstep: Class 39 contains 97920 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5733 members 
Mstep: Class 43 contains 13546 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 9159 members 
Mstep: Class 46 contains 10847 members 
Mstep: Class 47 contains 2156 members 
Mstep: Class 48 contains 15044 members 
Mstep: Class 49 contains 3172 members 
Mstep: Class 50 contains 13899 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6893 members 
Mstep: Class 53 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123872.000000 Penalty: 180372.406250
Iteration 181Q: 54 clusters Score -8.412387e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9966 members 
Mstep: Class 4 contains 11700 members 
Mstep: Class 5 contains 3235 members 
Mstep: Class 6 contains 157284 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 31347 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19798 members 
Mstep: Class 20 contains 5306 members 
Mstep: Class 21 contains 57873 members 
Mstep: Class 22 contains 94986 members 
Mstep: Class 23 contains 74086 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20765 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9729 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32231 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8931 members 
Mstep: Class 38 contains 36749 members 
Mstep: Class 39 contains 97956 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5734 members 
Mstep: Class 43 contains 13547 members 
Mstep: Class 44 contains 5516 members 
Mstep: Class 45 contains 9156 members 
Mstep: Class 46 contains 10846 members 
Mstep: Class 47 contains 2156 members 
Mstep: Class 48 contains 15045 members 
Mstep: Class 49 contains 3179 members 
Mstep: Class 50 contains 13898 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6892 members 
Mstep: Class 53 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123984.000000 Penalty: 180372.406250
Iteration 182Q: 54 clusters Score -8.412398e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 157261 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 31278 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19801 members 
Mstep: Class 20 contains 5304 members 
Mstep: Class 21 contains 57869 members 
Mstep: Class 22 contains 95013 members 
Mstep: Class 23 contains 74063 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20767 members 
Mstep: Class 26 contains 20635 members 
Mstep: Class 27 contains 9703 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32311 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8923 members 
Mstep: Class 38 contains 36749 members 
Mstep: Class 39 contains 97978 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5738 members 
Mstep: Class 43 contains 13547 members 
Mstep: Class 44 contains 5518 members 
Mstep: Class 45 contains 9154 members 
Mstep: Class 46 contains 10849 members 
Mstep: Class 47 contains 2156 members 
Mstep: Class 48 contains 15045 members 
Mstep: Class 49 contains 3189 members 
Mstep: Class 50 contains 13897 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6890 members 
Mstep: Class 53 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124064.000000 Penalty: 180372.406250
Iteration 183Q: 54 clusters Score -8.412406e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 9971 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 157247 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 31201 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19803 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57860 members 
Mstep: Class 22 contains 95055 members 
Mstep: Class 23 contains 74055 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20763 members 
Mstep: Class 26 contains 20637 members 
Mstep: Class 27 contains 9693 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32604 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32380 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8916 members 
Mstep: Class 38 contains 36747 members 
Mstep: Class 39 contains 97988 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5739 members 
Mstep: Class 43 contains 13553 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 9153 members 
Mstep: Class 46 contains 10851 members 
Mstep: Class 47 contains 2157 members 
Mstep: Class 48 contains 15044 members 
Mstep: Class 49 contains 3199 members 
Mstep: Class 50 contains 13892 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6887 members 
Mstep: Class 53 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124080.000000 Penalty: 180372.406250
Iteration 184Q: 54 clusters Score -8.412408e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9974 members 
Mstep: Class 4 contains 11700 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 157233 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2924 members 
Mstep: Class 11 contains 31138 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1873 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19805 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57852 members 
Mstep: Class 22 contains 95085 members 
Mstep: Class 23 contains 74046 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20760 members 
Mstep: Class 26 contains 20639 members 
Mstep: Class 27 contains 9681 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32602 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32441 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8913 members 
Mstep: Class 38 contains 36748 members 
Mstep: Class 39 contains 97997 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5742 members 
Mstep: Class 43 contains 13556 members 
Mstep: Class 44 contains 5525 members 
Mstep: Class 45 contains 9153 members 
Mstep: Class 46 contains 10852 members 
Mstep: Class 47 contains 2155 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3201 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6884 members 
Mstep: Class 53 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123976.000000 Penalty: 180372.406250
Iteration 185Q: 54 clusters Score -8.412398e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9976 members 
Mstep: Class 4 contains 11698 members 
Mstep: Class 5 contains 3235 members 
Mstep: Class 6 contains 157218 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19806 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57836 members 
Mstep: Class 22 contains 95116 members 
Mstep: Class 23 contains 74038 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20760 members 
Mstep: Class 26 contains 20645 members 
Mstep: Class 27 contains 9674 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32601 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32498 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8918 members 
Mstep: Class 38 contains 36745 members 
Mstep: Class 39 contains 98003 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13556 members 
Mstep: Class 44 contains 5530 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10851 members 
Mstep: Class 47 contains 2154 members 
Mstep: Class 48 contains 15043 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6883 members 
Mstep: Class 53 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124016.000000 Penalty: 180372.406250
Iteration 186Q: 54 clusters Score -8.412402e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 157206 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 31000 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19810 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57818 members 
Mstep: Class 22 contains 95147 members 
Mstep: Class 23 contains 74028 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20761 members 
Mstep: Class 26 contains 20648 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32599 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3046 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32570 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8917 members 
Mstep: Class 38 contains 36745 members 
Mstep: Class 39 contains 98009 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13558 members 
Mstep: Class 44 contains 5533 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10849 members 
Mstep: Class 47 contains 2155 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6881 members 
Mstep: Class 53 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124128.000000 Penalty: 180372.406250
Iteration 187Q: 54 clusters Score -8.412413e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9977 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 157192 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 30946 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1878 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19818 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57808 members 
Mstep: Class 22 contains 95170 members 
Mstep: Class 23 contains 74024 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20763 members 
Mstep: Class 26 contains 20646 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32599 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32625 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36742 members 
Mstep: Class 39 contains 98006 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13561 members 
Mstep: Class 44 contains 5535 members 
Mstep: Class 45 contains 9152 members 
Mstep: Class 46 contains 10848 members 
Mstep: Class 47 contains 2156 members 
Mstep: Class 48 contains 15043 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6881 members 
Mstep: Class 53 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123856.000000 Penalty: 180372.406250
Iteration 188Q: 54 clusters Score -8.412386e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 9977 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 157169 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 30896 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1878 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19821 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 57802 members 
Mstep: Class 22 contains 95206 members 
Mstep: Class 23 contains 74019 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20760 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9645 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32680 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8916 members 
Mstep: Class 38 contains 36741 members 
Mstep: Class 39 contains 98016 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13563 members 
Mstep: Class 44 contains 5536 members 
Mstep: Class 45 contains 9148 members 
Mstep: Class 46 contains 10845 members 
Mstep: Class 47 contains 2157 members 
Mstep: Class 48 contains 15044 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6879 members 
Mstep: Class 53 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123912.000000 Penalty: 180372.406250
Iteration 189Q: 54 clusters Score -8.412391e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 9981 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 157150 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 30854 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19823 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57788 members 
Mstep: Class 22 contains 95230 members 
Mstep: Class 23 contains 74014 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20757 members 
Mstep: Class 26 contains 20650 members 
Mstep: Class 27 contains 9638 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32601 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3053 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 32718 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8911 members 
Mstep: Class 38 contains 36740 members 
Mstep: Class 39 contains 98029 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13568 members 
Mstep: Class 44 contains 5539 members 
Mstep: Class 45 contains 9145 members 
Mstep: Class 46 contains 10845 members 
Mstep: Class 47 contains 2157 members 
Mstep: Class 48 contains 15043 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6876 members 
Mstep: Class 53 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124016.000000 Penalty: 180372.406250
Iteration 190Q: 54 clusters Score -8.412402e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 9982 members 
Mstep: Class 4 contains 11691 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 157142 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 30804 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19825 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57782 members 
Mstep: Class 22 contains 95249 members 
Mstep: Class 23 contains 74008 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20757 members 
Mstep: Class 26 contains 20655 members 
Mstep: Class 27 contains 9638 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 7364 members 
Mstep: Class 35 contains 32762 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8907 members 
Mstep: Class 38 contains 36736 members 
Mstep: Class 39 contains 98033 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13574 members 
Mstep: Class 44 contains 5539 members 
Mstep: Class 45 contains 9145 members 
Mstep: Class 46 contains 10840 members 
Mstep: Class 47 contains 2159 members 
Mstep: Class 48 contains 15040 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6876 members 
Mstep: Class 53 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123960.000000 Penalty: 180372.406250
Iteration 191Q: 54 clusters Score -8.412396e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 9983 members 
Mstep: Class 4 contains 11690 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 157136 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2925 members 
Mstep: Class 11 contains 30759 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19833 members 
Mstep: Class 20 contains 5302 members 
Mstep: Class 21 contains 57772 members 
Mstep: Class 22 contains 95271 members 
Mstep: Class 23 contains 74003 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20757 members 
Mstep: Class 26 contains 20648 members 
Mstep: Class 27 contains 9636 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 7365 members 
Mstep: Class 35 contains 32802 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8904 members 
Mstep: Class 38 contains 36737 members 
Mstep: Class 39 contains 98031 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13577 members 
Mstep: Class 44 contains 5540 members 
Mstep: Class 45 contains 9143 members 
Mstep: Class 46 contains 10841 members 
Mstep: Class 47 contains 2160 members 
Mstep: Class 48 contains 15040 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6874 members 
Mstep: Class 53 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123872.000000 Penalty: 180372.406250
Iteration 192Q: 54 clusters Score -8.412387e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 9986 members 
Mstep: Class 4 contains 11690 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 157128 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2926 members 
Mstep: Class 11 contains 30719 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 19833 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 57764 members 
Mstep: Class 22 contains 95292 members 
Mstep: Class 23 contains 73997 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20755 members 
Mstep: Class 26 contains 20652 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32597 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3055 members 
Mstep: Class 34 contains 7365 members 
Mstep: Class 35 contains 32836 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8896 members 
Mstep: Class 38 contains 36737 members 
Mstep: Class 39 contains 98036 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13584 members 
Mstep: Class 44 contains 5542 members 
Mstep: Class 45 contains 9139 members 
Mstep: Class 46 contains 10841 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15039 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6870 members 
Mstep: Class 53 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123824.000000 Penalty: 180372.406250
Iteration 193Q: 54 clusters Score -8.412382e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 11689 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157118 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 10 contains 2926 members 
Mstep: Class 11 contains 30675 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 19833 members 
Mstep: Class 20 contains 5304 members 
Mstep: Class 21 contains 57758 members 
Mstep: Class 22 contains 95307 members 
Mstep: Class 23 contains 73991 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20752 members 
Mstep: Class 26 contains 20655 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32598 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 7366 members 
Mstep: Class 35 contains 32870 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8898 members 
Mstep: Class 38 contains 36734 members 
Mstep: Class 39 contains 98049 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5745 members 
Mstep: Class 43 contains 13589 members 
Mstep: Class 44 contains 5544 members 
Mstep: Class 45 contains 9135 members 
Mstep: Class 46 contains 10841 members 
Mstep: Class 47 contains 2163 members 
Mstep: Class 48 contains 15037 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6868 members 
Mstep: Class 53 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123784.000000 Penalty: 180372.406250
Iteration 194Q: 54 clusters Score -8.412378e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157110 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30637 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 57756 members 
Mstep: Class 22 contains 95328 members 
Mstep: Class 23 contains 73983 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 20749 members 
Mstep: Class 26 contains 20652 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32597 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3059 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 32898 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8900 members 
Mstep: Class 38 contains 36731 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13593 members 
Mstep: Class 44 contains 5546 members 
Mstep: Class 45 contains 9131 members 
Mstep: Class 46 contains 10842 members 
Mstep: Class 47 contains 2165 members 
Mstep: Class 48 contains 15036 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6866 members 
Mstep: Class 53 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123792.000000 Penalty: 180372.406250
Iteration 195Q: 54 clusters Score -8.412379e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 9990 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 157107 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3807 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30606 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19840 members 
Mstep: Class 20 contains 5301 members 
Mstep: Class 21 contains 57749 members 
Mstep: Class 22 contains 95349 members 
Mstep: Class 23 contains 73977 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20748 members 
Mstep: Class 26 contains 20649 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32596 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 32921 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8905 members 
Mstep: Class 38 contains 36727 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13595 members 
Mstep: Class 44 contains 5551 members 
Mstep: Class 45 contains 9128 members 
Mstep: Class 46 contains 10841 members 
Mstep: Class 47 contains 2165 members 
Mstep: Class 48 contains 15038 members 
Mstep: Class 49 contains 3206 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123864.000000 Penalty: 180372.406250
Iteration 196Q: 54 clusters Score -8.412386e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9993 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3807 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30585 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19841 members 
Mstep: Class 20 contains 5300 members 
Mstep: Class 21 contains 57743 members 
Mstep: Class 22 contains 95368 members 
Mstep: Class 23 contains 73973 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20742 members 
Mstep: Class 26 contains 20647 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32596 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32943 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8911 members 
Mstep: Class 38 contains 36725 members 
Mstep: Class 39 contains 98057 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13596 members 
Mstep: Class 44 contains 5552 members 
Mstep: Class 45 contains 9128 members 
Mstep: Class 46 contains 10840 members 
Mstep: Class 47 contains 2165 members 
Mstep: Class 48 contains 15040 members 
Mstep: Class 49 contains 3205 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123736.000000 Penalty: 180372.406250
Iteration 197Q: 54 clusters Score -8.412374e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9995 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157108 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3807 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30572 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19844 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 57737 members 
Mstep: Class 22 contains 95384 members 
Mstep: Class 23 contains 73964 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20736 members 
Mstep: Class 26 contains 20642 members 
Mstep: Class 27 contains 9615 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32595 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32965 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36721 members 
Mstep: Class 39 contains 98060 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5743 members 
Mstep: Class 43 contains 13596 members 
Mstep: Class 44 contains 5552 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10838 members 
Mstep: Class 47 contains 2165 members 
Mstep: Class 48 contains 15041 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123712.000000 Penalty: 180372.406250
Iteration 198Q: 54 clusters Score -8.412371e+07 nChanged 90
Entering ConstructFrom: 
Score: -84123712.000000 Penalty: 180372.406250
Entering ConstructFrom: 
Trying to split cluster 1 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -28842.228516 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -28842.23 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 192 members 
Entering Unmasked Estep 
Score: -27563.148438 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -27563.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27797.279297 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -27797.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27886.931641 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -27886.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27939.849609 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -27939.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27993.455078 Penalty: 2943.707520
	Iteration 4F: 3 clusters Score -27993.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28041.330078 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -28041.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28121.466797 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -28121.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28170.246094 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -28170.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28214.777344 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -28214.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28221.355469 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -28221.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28225.957031 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -28225.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28272.611328 Penalty: 2943.707520
	Iteration 11Q: 3 clusters Score -28272.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28280.853516 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -28280.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28292.357422 Penalty: 2943.707520
	Iteration 13Q: 3 clusters Score -28292.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28307.755859 Penalty: 2943.707520
	Iteration 14Q: 3 clusters Score -28307.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28334.144531 Penalty: 2943.707520
	Iteration 15Q: 3 clusters Score -28334.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28346.765625 Penalty: 2943.707520
	Iteration 16Q: 3 clusters Score -28346.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28346.765625 Penalty: 2943.707520
	Iteration 17F: 3 clusters Score -28346.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -333231.062500 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -333231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -329371.531250 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -329371.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -330712.062500 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -330712.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -331410.562500 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -331410.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -331839.187500 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -331839.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -332090.312500 Penalty: 4114.963379
	Iteration 4F: 3 clusters Score -332090.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -332269.343750 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -332269.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -332410.812500 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -332410.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -332551.843750 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -332551.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -332662.406250 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -332662.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -332729.625000 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -332729.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -332801.562500 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -332801.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -332887.593750 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -332887.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -332977.593750 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -332977.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -333067.156250 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -333067.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -333159.343750 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -333159.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -333247.468750 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -333247.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -333344.843750 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -333344.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -333438.437500 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -333438.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -333525.156250 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -333525.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -333570.625000 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -333570.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -333591.968750 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -333592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -333616.656250 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -333616.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -333630.968750 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -333631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -333641.156250 Penalty: 4114.963379
	Iteration 23Q: 3 clusters Score -333641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -333656.125000 Penalty: 4114.963379
	Iteration 24Q: 3 clusters Score -333656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -333661.937500 Penalty: 4114.963379
	Iteration 25Q: 3 clusters Score -333661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -333668.937500 Penalty: 4114.963379
	Iteration 26Q: 3 clusters Score -333668.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -333678.062500 Penalty: 4114.963379
	Iteration 27Q: 3 clusters Score -333678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -333688.093750 Penalty: 4114.963379
	Iteration 28Q: 3 clusters Score -333688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -333693.312500 Penalty: 4114.963379
	Iteration 29Q: 3 clusters Score -333693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -333705.187500 Penalty: 4114.963379
	Iteration 30Q: 3 clusters Score -333705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -333713.718750 Penalty: 4114.963379
	Iteration 31Q: 3 clusters Score -333713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -333718.906250 Penalty: 4114.963379
	Iteration 32Q: 3 clusters Score -333718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -333720.875000 Penalty: 4114.963379
	Iteration 33Q: 3 clusters Score -333720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -333723.156250 Penalty: 4114.963379
	Iteration 34Q: 3 clusters Score -333723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -333724.031250 Penalty: 4114.963379
	Iteration 35Q: 3 clusters Score -333724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -333724.031250 Penalty: 4114.963379
	Iteration 36F: 3 clusters Score -333724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 3332 members 
Entering Unmasked Estep 
Score: -84122872.000000 Penalty: 183775.671875
Splitting cluster 2 changes total score from -84123712.000000 to -84122872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Entering Unmasked Estep 
Score: -989706.312500 Penalty: 2284.015625
	Iteration 0F: 2 clusters Score -989706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -982064.500000 Penalty: 4568.031250
	Iteration 0F: 3 clusters Score -982064.5 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -984232.875000 Penalty: 4568.031250
	Iteration 1F: 3 clusters Score -984232.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -984489.250000 Penalty: 4568.031250
	Iteration 2F: 3 clusters Score -984489.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -984669.937500 Penalty: 4568.031250
	Iteration 3Q: 3 clusters Score -984669.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -984826.437500 Penalty: 4568.031250
	Iteration 4Q: 3 clusters Score -984826.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -984981.437500 Penalty: 4568.031250
	Iteration 5Q: 3 clusters Score -984981.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -985131.000000 Penalty: 4568.031250
	Iteration 6Q: 3 clusters Score -985131 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -985285.250000 Penalty: 4568.031250
	Iteration 7Q: 3 clusters Score -985285.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -985440.312500 Penalty: 4568.031250
	Iteration 8Q: 3 clusters Score -985440.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -985599.500000 Penalty: 4568.031250
	Iteration 9Q: 3 clusters Score -985599.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -985735.000000 Penalty: 4568.031250
	Iteration 10Q: 3 clusters Score -985735 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -985872.875000 Penalty: 4568.031250
	Iteration 11Q: 3 clusters Score -985872.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -986037.500000 Penalty: 4568.031250
	Iteration 12Q: 3 clusters Score -986037.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -986220.500000 Penalty: 4568.031250
	Iteration 13Q: 3 clusters Score -986220.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -986419.187500 Penalty: 4568.031250
	Iteration 14Q: 3 clusters Score -986419.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -986610.625000 Penalty: 4568.031250
	Iteration 15Q: 3 clusters Score -986610.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -986807.250000 Penalty: 4568.031250
	Iteration 16Q: 3 clusters Score -986807.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -986961.437500 Penalty: 4568.031250
	Iteration 17Q: 3 clusters Score -986961.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -987089.812500 Penalty: 4568.031250
	Iteration 18Q: 3 clusters Score -987089.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -987203.437500 Penalty: 4568.031250
	Iteration 19Q: 3 clusters Score -987203.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -987289.250000 Penalty: 4568.031250
	Iteration 20F: 3 clusters Score -987289.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -987359.625000 Penalty: 4568.031250
	Iteration 21Q: 3 clusters Score -987359.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -987414.000000 Penalty: 4568.031250
	Iteration 22Q: 3 clusters Score -987414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -987460.187500 Penalty: 4568.031250
	Iteration 23Q: 3 clusters Score -987460.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -987500.000000 Penalty: 4568.031250
	Iteration 24Q: 3 clusters Score -987500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -987539.437500 Penalty: 4568.031250
	Iteration 25Q: 3 clusters Score -987539.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -987569.625000 Penalty: 4568.031250
	Iteration 26Q: 3 clusters Score -987569.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -987592.875000 Penalty: 4568.031250
	Iteration 27Q: 3 clusters Score -987592.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -987616.687500 Penalty: 4568.031250
	Iteration 28Q: 3 clusters Score -987616.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -987646.437500 Penalty: 4568.031250
	Iteration 29Q: 3 clusters Score -987646.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -987677.562500 Penalty: 4568.031250
	Iteration 30Q: 3 clusters Score -987677.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -987706.375000 Penalty: 4568.031250
	Iteration 31Q: 3 clusters Score -987706.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -987732.000000 Penalty: 4568.031250
	Iteration 32Q: 3 clusters Score -987732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -987750.062500 Penalty: 4568.031250
	Iteration 33Q: 3 clusters Score -987750.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -987764.937500 Penalty: 4568.031250
	Iteration 34Q: 3 clusters Score -987764.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -987781.375000 Penalty: 4568.031250
	Iteration 35Q: 3 clusters Score -987781.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -987800.812500 Penalty: 4568.031250
	Iteration 36Q: 3 clusters Score -987800.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -987821.812500 Penalty: 4568.031250
	Iteration 37Q: 3 clusters Score -987821.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -987837.750000 Penalty: 4568.031250
	Iteration 38Q: 3 clusters Score -987837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -987846.125000 Penalty: 4568.031250
	Iteration 39Q: 3 clusters Score -987846.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -987858.812500 Penalty: 4568.031250
	Iteration 40F: 3 clusters Score -987858.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -987866.625000 Penalty: 4568.031250
	Iteration 41Q: 3 clusters Score -987866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -987875.437500 Penalty: 4568.031250
	Iteration 42Q: 3 clusters Score -987875.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -987886.625000 Penalty: 4568.031250
	Iteration 43Q: 3 clusters Score -987886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -987898.437500 Penalty: 4568.031250
	Iteration 44Q: 3 clusters Score -987898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -987908.562500 Penalty: 4568.031250
	Iteration 45Q: 3 clusters Score -987908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -987917.125000 Penalty: 4568.031250
	Iteration 46Q: 3 clusters Score -987917.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -987924.500000 Penalty: 4568.031250
	Iteration 47Q: 3 clusters Score -987924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -987924.750000 Penalty: 4568.031250
	Iteration 48Q: 3 clusters Score -987924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -987928.000000 Penalty: 4568.031250
	Iteration 49Q: 3 clusters Score -987928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -987930.875000 Penalty: 4568.031250
	Iteration 50Q: 3 clusters Score -987930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -987931.625000 Penalty: 4568.031250
	Iteration 51Q: 3 clusters Score -987931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -987933.375000 Penalty: 4568.031250
	Iteration 52Q: 3 clusters Score -987933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -987936.937500 Penalty: 4568.031250
	Iteration 53Q: 3 clusters Score -987936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -987937.125000 Penalty: 4568.031250
	Iteration 54Q: 3 clusters Score -987937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -987938.937500 Penalty: 4568.031250
	Iteration 55Q: 3 clusters Score -987938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -987944.187500 Penalty: 4568.031250
	Iteration 56Q: 3 clusters Score -987944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -987947.375000 Penalty: 4568.031250
	Iteration 57Q: 3 clusters Score -987947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -987947.875000 Penalty: 4568.031250
	Iteration 58Q: 3 clusters Score -987947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -987946.812500 Penalty: 4568.031250
	Iteration 59Q: 3 clusters Score -987946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -987947.312500 Penalty: 4568.031250
	Iteration 60F: 3 clusters Score -987947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Entering Unmasked Estep 
Score: -1163643.500000 Penalty: 2322.804443
	Iteration 0F: 2 clusters Score -1163644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1154943.000000 Penalty: 4645.608887
	Iteration 0F: 3 clusters Score -1154943 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1157592.000000 Penalty: 4645.608887
	Iteration 1F: 3 clusters Score -1157592 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1157950.625000 Penalty: 4645.608887
	Iteration 2F: 3 clusters Score -1157951 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1158181.625000 Penalty: 4645.608887
	Iteration 3Q: 3 clusters Score -1158182 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1158348.875000 Penalty: 4645.608887
	Iteration 4Q: 3 clusters Score -1158349 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1158472.750000 Penalty: 4645.608887
	Iteration 5Q: 3 clusters Score -1158473 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1158584.625000 Penalty: 4645.608887
	Iteration 6Q: 3 clusters Score -1158585 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1158708.500000 Penalty: 4645.608887
	Iteration 7Q: 3 clusters Score -1158708 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1158827.250000 Penalty: 4645.608887
	Iteration 8Q: 3 clusters Score -1158827 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1158961.375000 Penalty: 4645.608887
	Iteration 9Q: 3 clusters Score -1158961 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1159114.500000 Penalty: 4645.608887
	Iteration 10Q: 3 clusters Score -1159114 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1159316.500000 Penalty: 4645.608887
	Iteration 11Q: 3 clusters Score -1159316 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1159609.125000 Penalty: 4645.608887
	Iteration 12Q: 3 clusters Score -1159609 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1160033.250000 Penalty: 4645.608887
	Iteration 13Q: 3 clusters Score -1160033 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1160511.625000 Penalty: 4645.608887
	Iteration 14F: 3 clusters Score -1160512 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1160931.375000 Penalty: 4645.608887
	Iteration 15Q: 3 clusters Score -1160931 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1161239.875000 Penalty: 4645.608887
	Iteration 16Q: 3 clusters Score -1161240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1161434.625000 Penalty: 4645.608887
	Iteration 17Q: 3 clusters Score -1161435 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1161559.375000 Penalty: 4645.608887
	Iteration 18Q: 3 clusters Score -1161559 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1161632.125000 Penalty: 4645.608887
	Iteration 19Q: 3 clusters Score -1161632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1161684.875000 Penalty: 4645.608887
	Iteration 20F: 3 clusters Score -1161685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1161722.000000 Penalty: 4645.608887
	Iteration 21Q: 3 clusters Score -1161722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1161744.875000 Penalty: 4645.608887
	Iteration 22Q: 3 clusters Score -1161745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1161762.000000 Penalty: 4645.608887
	Iteration 23Q: 3 clusters Score -1161762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1161770.750000 Penalty: 4645.608887
	Iteration 24Q: 3 clusters Score -1161771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1161774.875000 Penalty: 4645.608887
	Iteration 25Q: 3 clusters Score -1161775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1161781.500000 Penalty: 4645.608887
	Iteration 26Q: 3 clusters Score -1161782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1161793.750000 Penalty: 4645.608887
	Iteration 27Q: 3 clusters Score -1161794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1161798.500000 Penalty: 4645.608887
	Iteration 28Q: 3 clusters Score -1161798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1161801.875000 Penalty: 4645.608887
	Iteration 29Q: 3 clusters Score -1161802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1161801.500000 Penalty: 4645.608887
	Iteration 30Q: 3 clusters Score -1161802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1161804.375000 Penalty: 4645.608887
	Iteration 31Q: 3 clusters Score -1161804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1161804.375000 Penalty: 4645.608887
	Iteration 32F: 3 clusters Score -1161804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -271998.562500 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -271998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -268613.062500 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -268613.1 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -269520.375000 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -269520.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -269842.625000 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -269842.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -270126.593750 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -270126.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -270352.718750 Penalty: 4007.336914
	Iteration 4F: 3 clusters Score -270352.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -270529.625000 Penalty: 4007.336914
	Iteration 5F: 3 clusters Score -270529.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -270667.062500 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -270667.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -270763.281250 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -270763.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -270827.750000 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -270827.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -270888.843750 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -270888.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -270946.562500 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -270946.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -271004.531250 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -271004.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -271047.656250 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -271047.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -271078.375000 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -271078.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -271119.312500 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -271119.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -271144.968750 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -271145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -271163.500000 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -271163.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -271177.500000 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -271177.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -271191.125000 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -271191.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -271202.937500 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -271202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -271208.250000 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -271208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -271211.281250 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -271211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -271214.750000 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -271214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -271220.031250 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -271220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -271224.437500 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -271224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -271227.500000 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -271227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -271231.281250 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -271231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -271234.687500 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -271234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -271235.937500 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -271235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -271237.156250 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -271237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -271237.531250 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -271237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -271239.218750 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -271239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -271239.843750 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -271239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -271239.906250 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -271239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -271239.906250 Penalty: 4007.336914
	Iteration 34F: 3 clusters Score -271239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (157106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157106 members 
Entering Unmasked Estep 
Score: -15499520.000000 Penalty: 2967.239746
	Iteration 0F: 2 clusters Score -1.549952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -15394124.000000 Penalty: 5934.479492
	Iteration 0F: 3 clusters Score -1.539412e+07 nChanged 75379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -15438262.000000 Penalty: 5934.479492
	Iteration 1F: 3 clusters Score -1.543826e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -15440080.000000 Penalty: 5934.479492
	Iteration 2Q: 3 clusters Score -1.544008e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -15442641.000000 Penalty: 5934.479492
	Iteration 3Q: 3 clusters Score -1.544264e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -15446347.000000 Penalty: 5934.479492
	Iteration 4F: 3 clusters Score -1.544635e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -15451473.000000 Penalty: 5934.479492
	Iteration 5F: 3 clusters Score -1.545147e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -15457082.000000 Penalty: 5934.479492
	Iteration 6F: 3 clusters Score -1.545708e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -15461743.000000 Penalty: 5934.479492
	Iteration 7F: 3 clusters Score -1.546174e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98620 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -15465247.000000 Penalty: 5934.479492
	Iteration 8F: 3 clusters Score -1.546525e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -15467308.000000 Penalty: 5934.479492
	Iteration 9Q: 3 clusters Score -1.546731e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -15468666.000000 Penalty: 5934.479492
	Iteration 10Q: 3 clusters Score -1.546867e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -15469355.000000 Penalty: 5934.479492
	Iteration 11Q: 3 clusters Score -1.546936e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -15470030.000000 Penalty: 5934.479492
	Iteration 12Q: 3 clusters Score -1.547003e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112661 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -15470943.000000 Penalty: 5934.479492
	Iteration 13Q: 3 clusters Score -1.547094e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -15471759.000000 Penalty: 5934.479492
	Iteration 14Q: 3 clusters Score -1.547176e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119814 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -15473043.000000 Penalty: 5934.479492
	Iteration 15Q: 3 clusters Score -1.547304e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124219 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -15474884.000000 Penalty: 5934.479492
	Iteration 16Q: 3 clusters Score -1.547488e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -15477442.000000 Penalty: 5934.479492
	Iteration 17Q: 3 clusters Score -1.547744e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134925 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -15480910.000000 Penalty: 5934.479492
	Iteration 18Q: 3 clusters Score -1.548091e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140587 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -15484806.000000 Penalty: 5934.479492
	Iteration 19Q: 3 clusters Score -1.548481e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -15488752.000000 Penalty: 5934.479492
	Iteration 20F: 3 clusters Score -1.548875e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -15491929.000000 Penalty: 5934.479492
	Iteration 21Q: 3 clusters Score -1.549193e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -15493962.000000 Penalty: 5934.479492
	Iteration 22Q: 3 clusters Score -1.549396e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154242 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -15495190.000000 Penalty: 5934.479492
	Iteration 23Q: 3 clusters Score -1.549519e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15495885.000000 Penalty: 5934.479492
	Iteration 24Q: 3 clusters Score -1.549588e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15496276.000000 Penalty: 5934.479492
	Iteration 25Q: 3 clusters Score -1.549628e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15496489.000000 Penalty: 5934.479492
	Iteration 26Q: 3 clusters Score -1.549649e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156256 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -15496621.000000 Penalty: 5934.479492
	Iteration 27Q: 3 clusters Score -1.549662e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15496718.000000 Penalty: 5934.479492
	Iteration 28Q: 3 clusters Score -1.549672e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15496760.000000 Penalty: 5934.479492
	Iteration 29Q: 3 clusters Score -1.549676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -15496778.000000 Penalty: 5934.479492
	Iteration 30Q: 3 clusters Score -1.549678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15496803.000000 Penalty: 5934.479492
	Iteration 31Q: 3 clusters Score -1.54968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156485 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -15496818.000000 Penalty: 5934.479492
	Iteration 32Q: 3 clusters Score -1.549682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156498 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -15496833.000000 Penalty: 5934.479492
	Iteration 33Q: 3 clusters Score -1.549683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -15496839.000000 Penalty: 5934.479492
	Iteration 34Q: 3 clusters Score -1.549684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15496856.000000 Penalty: 5934.479492
	Iteration 35Q: 3 clusters Score -1.549686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15496873.000000 Penalty: 5934.479492
	Iteration 36Q: 3 clusters Score -1.549687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15496867.000000 Penalty: 5934.479492
	Iteration 37Q: 3 clusters Score -1.549687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -15496873.000000 Penalty: 5934.479492
	Iteration 38Q: 3 clusters Score -1.549687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15496859.000000 Penalty: 5934.479492
	Iteration 39Q: 3 clusters Score -1.549686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15496869.000000 Penalty: 5934.479492
	Iteration 40F: 3 clusters Score -1.549687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15496887.000000 Penalty: 5934.479492
	Iteration 41Q: 3 clusters Score -1.549689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15496877.000000 Penalty: 5934.479492
	Iteration 42Q: 3 clusters Score -1.549688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15496878.000000 Penalty: 5934.479492
	Iteration 43Q: 3 clusters Score -1.549688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15496884.000000 Penalty: 5934.479492
	Iteration 44Q: 3 clusters Score -1.549688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15496897.000000 Penalty: 5934.479492
	Iteration 45Q: 3 clusters Score -1.54969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -15496911.000000 Penalty: 5934.479492
	Iteration 46Q: 3 clusters Score -1.549691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -15496911.000000 Penalty: 5934.479492
	Iteration 47Q: 3 clusters Score -1.549691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156536 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15496922.000000 Penalty: 5934.479492
	Iteration 48Q: 3 clusters Score -1.549692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156539 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -15496923.000000 Penalty: 5934.479492
	Iteration 49Q: 3 clusters Score -1.549692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15496925.000000 Penalty: 5934.479492
	Iteration 50Q: 3 clusters Score -1.549692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15496934.000000 Penalty: 5934.479492
	Iteration 51Q: 3 clusters Score -1.549693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15496923.000000 Penalty: 5934.479492
	Iteration 52Q: 3 clusters Score -1.549692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15496923.000000 Penalty: 5934.479492
	Iteration 53Q: 3 clusters Score -1.549692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15496923.000000 Penalty: 5934.479492
	Iteration 54F: 3 clusters Score -1.549692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -304543.343750 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -304543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -301118.375000 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -301118.4 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -301946.875000 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -301946.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -302308.718750 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -302308.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -302665.781250 Penalty: 4013.295166
	Iteration 3F: 3 clusters Score -302665.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -302916.875000 Penalty: 4013.295166
	Iteration 4F: 3 clusters Score -302916.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -303071.031250 Penalty: 4013.295166
	Iteration 5F: 3 clusters Score -303071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -303170.031250 Penalty: 4013.295166
	Iteration 6Q: 3 clusters Score -303170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -303237.812500 Penalty: 4013.295166
	Iteration 7Q: 3 clusters Score -303237.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303283.281250 Penalty: 4013.295166
	Iteration 8Q: 3 clusters Score -303283.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303311.875000 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -303311.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -303333.843750 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -303333.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303359.218750 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -303359.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -303377.531250 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -303377.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -303387.031250 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -303387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -303395.593750 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -303395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303403.093750 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -303403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -303409.218750 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -303409.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303413.312500 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -303413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -303415.031250 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -303415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303415.750000 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -303415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -303415.656250 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -303415.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -71719.289062 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -71719.29 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 411 members 
Entering Unmasked Estep 
Score: -69962.023438 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -69962.02 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70271.742188 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -70271.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70431.265625 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -70431.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70522.476562 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -70522.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -70645.671875 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -70645.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70823.695312 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -70823.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70988.929688 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -70988.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71108.710938 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -71108.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -71172.148438 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -71172.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71258.390625 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -71258.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71341.125000 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -71341.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71388.734375 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -71388.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71419.812500 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -71419.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71438.812500 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -71438.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71459.578125 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -71459.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71472.296875 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -71472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71482.664062 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -71482.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71488.609375 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -71488.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71495.140625 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -71495.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71497.562500 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -71497.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71500.156250 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -71500.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71509.429688 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -71509.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71516.210938 Penalty: 3329.626465
	Iteration 22Q: 3 clusters Score -71516.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71520.812500 Penalty: 3329.626465
	Iteration 23Q: 3 clusters Score -71520.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71527.031250 Penalty: 3329.626465
	Iteration 24Q: 3 clusters Score -71527.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71534.359375 Penalty: 3329.626465
	Iteration 25Q: 3 clusters Score -71534.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71543.976562 Penalty: 3329.626465
	Iteration 26Q: 3 clusters Score -71543.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71553.890625 Penalty: 3329.626465
	Iteration 27Q: 3 clusters Score -71553.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71564.039062 Penalty: 3329.626465
	Iteration 28Q: 3 clusters Score -71564.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71585.789062 Penalty: 3329.626465
	Iteration 29Q: 3 clusters Score -71585.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71594.539062 Penalty: 3329.626465
	Iteration 30Q: 3 clusters Score -71594.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71615.187500 Penalty: 3329.626465
	Iteration 31Q: 3 clusters Score -71615.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71643.195312 Penalty: 3329.626465
	Iteration 32Q: 3 clusters Score -71643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71647.218750 Penalty: 3329.626465
	Iteration 33Q: 3 clusters Score -71647.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71647.218750 Penalty: 3329.626465
	Iteration 34F: 3 clusters Score -71647.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -345052.843750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -345052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -341355.656250 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -341355.7 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -342298.375000 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -342298.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -342762.093750 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -342762.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -343268.750000 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -343268.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -343644.750000 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -343644.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -343871.937500 Penalty: 4089.189697
	Iteration 5F: 3 clusters Score -343871.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -343974.750000 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -343974.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -344022.031250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -344022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -344052.031250 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -344052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -344067.812500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -344067.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -344080.531250 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -344080.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -344096.000000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -344096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -344107.281250 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -344107.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -344121.031250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -344121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -344133.062500 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -344133.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -344141.531250 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -344141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -344147.687500 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -344147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -344152.375000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -344152.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -344159.375000 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -344159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -344164.781250 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -344164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -344168.000000 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -344168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -344170.437500 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -344170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -344172.562500 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -344172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -344175.968750 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -344176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -344176.250000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -344176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -344177.375000 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -344177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -344180.218750 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -344180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -344181.906250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -344181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -344183.750000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -344183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -344183.843750 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -344183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -344183.843750 Penalty: 4089.189697
	Iteration 30F: 3 clusters Score -344183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -263393.375000 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -263393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -260222.000000 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -260222 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -260896.546875 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -260896.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261034.062500 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -261034.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -261119.625000 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -261119.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -261186.843750 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -261186.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -261231.359375 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -261231.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -261279.125000 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -261279.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -261333.890625 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -261333.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -261390.703125 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -261390.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -261462.234375 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -261462.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -261522.609375 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -261522.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -261578.484375 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -261578.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -261633.406250 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -261633.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -261677.062500 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -261677.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -261705.953125 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -261706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -261723.718750 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -261723.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -261737.984375 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -261738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -261753.437500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -261753.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -261764.500000 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -261764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -261771.937500 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -261771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -261774.437500 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -261774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -261776.640625 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -261776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -261778.265625 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -261778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -261780.125000 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -261780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -261781.812500 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -261781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -261784.078125 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -261784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -261785.140625 Penalty: 3958.939697
	Iteration 26Q: 3 clusters Score -261785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -261786.625000 Penalty: 3958.939697
	Iteration 27Q: 3 clusters Score -261786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -261788.109375 Penalty: 3958.939697
	Iteration 28Q: 3 clusters Score -261788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -261790.968750 Penalty: 3958.939697
	Iteration 29Q: 3 clusters Score -261791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -261796.421875 Penalty: 3958.939697
	Iteration 30Q: 3 clusters Score -261796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -261798.062500 Penalty: 3958.939697
	Iteration 31Q: 3 clusters Score -261798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -261798.953125 Penalty: 3958.939697
	Iteration 32Q: 3 clusters Score -261799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -261799.843750 Penalty: 3958.939697
	Iteration 33Q: 3 clusters Score -261799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -261801.171875 Penalty: 3958.939697
	Iteration 34Q: 3 clusters Score -261801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -261802.578125 Penalty: 3958.939697
	Iteration 35Q: 3 clusters Score -261802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -261803.437500 Penalty: 3958.939697
	Iteration 36Q: 3 clusters Score -261803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -261805.328125 Penalty: 3958.939697
	Iteration 37Q: 3 clusters Score -261805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -261807.687500 Penalty: 3958.939697
	Iteration 38Q: 3 clusters Score -261807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -261807.859375 Penalty: 3958.939697
	Iteration 39Q: 3 clusters Score -261807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -261808.781250 Penalty: 3958.939697
	Iteration 40F: 3 clusters Score -261808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Entering Unmasked Estep 
Score: -2849946.500000 Penalty: 2561.125732
	Iteration 0F: 2 clusters Score -2849946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2829087.500000 Penalty: 5122.251465
	Iteration 0F: 3 clusters Score -2829088 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2837035.000000 Penalty: 5122.251465
	Iteration 1F: 3 clusters Score -2837035 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2837938.250000 Penalty: 5122.251465
	Iteration 2F: 3 clusters Score -2837938 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2839039.500000 Penalty: 5122.251465
	Iteration 3F: 3 clusters Score -2839040 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2840266.000000 Penalty: 5122.251465
	Iteration 4F: 3 clusters Score -2840266 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2841521.500000 Penalty: 5122.251465
	Iteration 5F: 3 clusters Score -2841522 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2842555.750000 Penalty: 5122.251465
	Iteration 6F: 3 clusters Score -2842556 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2843262.750000 Penalty: 5122.251465
	Iteration 7Q: 3 clusters Score -2843263 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2843731.750000 Penalty: 5122.251465
	Iteration 8Q: 3 clusters Score -2843732 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2844034.750000 Penalty: 5122.251465
	Iteration 9Q: 3 clusters Score -2844035 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2844247.250000 Penalty: 5122.251465
	Iteration 10Q: 3 clusters Score -2844247 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2844389.500000 Penalty: 5122.251465
	Iteration 11Q: 3 clusters Score -2844390 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2844496.250000 Penalty: 5122.251465
	Iteration 12Q: 3 clusters Score -2844496 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2844590.500000 Penalty: 5122.251465
	Iteration 13Q: 3 clusters Score -2844590 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2844690.500000 Penalty: 5122.251465
	Iteration 14Q: 3 clusters Score -2844690 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2844793.750000 Penalty: 5122.251465
	Iteration 15Q: 3 clusters Score -2844794 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2844870.750000 Penalty: 5122.251465
	Iteration 16Q: 3 clusters Score -2844871 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2844959.500000 Penalty: 5122.251465
	Iteration 17Q: 3 clusters Score -2844960 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2845063.000000 Penalty: 5122.251465
	Iteration 18Q: 3 clusters Score -2845063 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2845175.000000 Penalty: 5122.251465
	Iteration 19Q: 3 clusters Score -2845175 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2845292.750000 Penalty: 5122.251465
	Iteration 20F: 3 clusters Score -2845293 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2845419.250000 Penalty: 5122.251465
	Iteration 21Q: 3 clusters Score -2845419 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2845523.000000 Penalty: 5122.251465
	Iteration 22Q: 3 clusters Score -2845523 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2845599.750000 Penalty: 5122.251465
	Iteration 23Q: 3 clusters Score -2845600 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2845670.000000 Penalty: 5122.251465
	Iteration 24Q: 3 clusters Score -2845670 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2845760.000000 Penalty: 5122.251465
	Iteration 25Q: 3 clusters Score -2845760 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2845836.250000 Penalty: 5122.251465
	Iteration 26Q: 3 clusters Score -2845836 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2845921.250000 Penalty: 5122.251465
	Iteration 27Q: 3 clusters Score -2845921 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2845995.000000 Penalty: 5122.251465
	Iteration 28Q: 3 clusters Score -2845995 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2846086.500000 Penalty: 5122.251465
	Iteration 29Q: 3 clusters Score -2846086 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2846170.500000 Penalty: 5122.251465
	Iteration 30Q: 3 clusters Score -2846170 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2846242.500000 Penalty: 5122.251465
	Iteration 31Q: 3 clusters Score -2846242 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2846322.750000 Penalty: 5122.251465
	Iteration 32Q: 3 clusters Score -2846323 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2846407.750000 Penalty: 5122.251465
	Iteration 33Q: 3 clusters Score -2846408 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2846500.250000 Penalty: 5122.251465
	Iteration 34Q: 3 clusters Score -2846500 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2846564.500000 Penalty: 5122.251465
	Iteration 35Q: 3 clusters Score -2846564 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2846666.000000 Penalty: 5122.251465
	Iteration 36Q: 3 clusters Score -2846666 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2846752.000000 Penalty: 5122.251465
	Iteration 37Q: 3 clusters Score -2846752 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2846843.250000 Penalty: 5122.251465
	Iteration 38Q: 3 clusters Score -2846843 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2846922.000000 Penalty: 5122.251465
	Iteration 39Q: 3 clusters Score -2846922 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -2847010.000000 Penalty: 5122.251465
	Iteration 40F: 3 clusters Score -2847010 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2847113.250000 Penalty: 5122.251465
	Iteration 41Q: 3 clusters Score -2847113 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -2847194.000000 Penalty: 5122.251465
	Iteration 42Q: 3 clusters Score -2847194 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -2847263.000000 Penalty: 5122.251465
	Iteration 43Q: 3 clusters Score -2847263 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2847338.500000 Penalty: 5122.251465
	Iteration 44Q: 3 clusters Score -2847338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2847419.500000 Penalty: 5122.251465
	Iteration 45Q: 3 clusters Score -2847420 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -2847457.250000 Penalty: 5122.251465
	Iteration 46Q: 3 clusters Score -2847457 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -2847531.000000 Penalty: 5122.251465
	Iteration 47Q: 3 clusters Score -2847531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2847568.500000 Penalty: 5122.251465
	Iteration 48Q: 3 clusters Score -2847568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -2847615.250000 Penalty: 5122.251465
	Iteration 49Q: 3 clusters Score -2847615 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2847649.250000 Penalty: 5122.251465
	Iteration 50Q: 3 clusters Score -2847649 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2847693.500000 Penalty: 5122.251465
	Iteration 51Q: 3 clusters Score -2847694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2847739.250000 Penalty: 5122.251465
	Iteration 52Q: 3 clusters Score -2847739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -2847767.250000 Penalty: 5122.251465
	Iteration 53Q: 3 clusters Score -2847767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2847794.250000 Penalty: 5122.251465
	Iteration 54Q: 3 clusters Score -2847794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -2847817.750000 Penalty: 5122.251465
	Iteration 55Q: 3 clusters Score -2847818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2847832.000000 Penalty: 5122.251465
	Iteration 56Q: 3 clusters Score -2847832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2847852.750000 Penalty: 5122.251465
	Iteration 57Q: 3 clusters Score -2847853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2847864.250000 Penalty: 5122.251465
	Iteration 58Q: 3 clusters Score -2847864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2847891.500000 Penalty: 5122.251465
	Iteration 59Q: 3 clusters Score -2847892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -2847901.750000 Penalty: 5122.251465
	Iteration 60F: 3 clusters Score -2847902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -2847915.250000 Penalty: 5122.251465
	Iteration 61Q: 3 clusters Score -2847915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -2847934.750000 Penalty: 5122.251465
	Iteration 62Q: 3 clusters Score -2847935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -2847943.500000 Penalty: 5122.251465
	Iteration 63Q: 3 clusters Score -2847944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -2847945.750000 Penalty: 5122.251465
	Iteration 64Q: 3 clusters Score -2847946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -2847951.500000 Penalty: 5122.251465
	Iteration 65Q: 3 clusters Score -2847952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2847960.250000 Penalty: 5122.251465
	Iteration 66Q: 3 clusters Score -2847960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -2847963.500000 Penalty: 5122.251465
	Iteration 67Q: 3 clusters Score -2847964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -2847977.750000 Penalty: 5122.251465
	Iteration 68Q: 3 clusters Score -2847978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -2847984.750000 Penalty: 5122.251465
	Iteration 69Q: 3 clusters Score -2847985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -2847991.250000 Penalty: 5122.251465
	Iteration 70Q: 3 clusters Score -2847991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -2847993.500000 Penalty: 5122.251465
	Iteration 71Q: 3 clusters Score -2847994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2847990.000000 Penalty: 5122.251465
	Iteration 72Q: 3 clusters Score -2847990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -2847994.750000 Penalty: 5122.251465
	Iteration 73Q: 3 clusters Score -2847995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -2847991.000000 Penalty: 5122.251465
	Iteration 74Q: 3 clusters Score -2847991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -2847995.250000 Penalty: 5122.251465
	Iteration 75Q: 3 clusters Score -2847995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2847999.500000 Penalty: 5122.251465
	Iteration 76Q: 3 clusters Score -2848000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -2848003.000000 Penalty: 5122.251465
	Iteration 77Q: 3 clusters Score -2848003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -2848005.250000 Penalty: 5122.251465
	Iteration 78Q: 3 clusters Score -2848005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -2848001.000000 Penalty: 5122.251465
	Iteration 79Q: 3 clusters Score -2848001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -2848008.500000 Penalty: 5122.251465
	Iteration 80F: 3 clusters Score -2848008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -2848015.500000 Penalty: 5122.251465
	Iteration 81Q: 3 clusters Score -2848016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -2848013.500000 Penalty: 5122.251465
	Iteration 82Q: 3 clusters Score -2848014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -2848008.500000 Penalty: 5122.251465
	Iteration 83Q: 3 clusters Score -2848008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -2848008.500000 Penalty: 5122.251465
	Iteration 84Q: 3 clusters Score -2848008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -2848017.750000 Penalty: 5122.251465
	Iteration 85Q: 3 clusters Score -2848018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -2848020.250000 Penalty: 5122.251465
	Iteration 86Q: 3 clusters Score -2848020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -2848019.750000 Penalty: 5122.251465
	Iteration 87Q: 3 clusters Score -2848020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -2848020.750000 Penalty: 5122.251465
	Iteration 88Q: 3 clusters Score -2848021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -2848027.500000 Penalty: 5122.251465
	Iteration 89Q: 3 clusters Score -2848028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -2848025.750000 Penalty: 5122.251465
	Iteration 90Q: 3 clusters Score -2848026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -2848030.000000 Penalty: 5122.251465
	Iteration 91Q: 3 clusters Score -2848030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -2848036.500000 Penalty: 5122.251465
	Iteration 92Q: 3 clusters Score -2848036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2848040.250000 Penalty: 5122.251465
	Iteration 93Q: 3 clusters Score -2848040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2848041.500000 Penalty: 5122.251465
	Iteration 94Q: 3 clusters Score -2848042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -2848041.000000 Penalty: 5122.251465
	Iteration 95Q: 3 clusters Score -2848041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -2848038.000000 Penalty: 5122.251465
	Iteration 96Q: 3 clusters Score -2848038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -2848038.000000 Penalty: 5122.251465
	Iteration 97F: 3 clusters Score -2848038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -600387.500000 Penalty: 2171.501221
	Iteration 0F: 2 clusters Score -600387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -595059.750000 Penalty: 4343.002441
	Iteration 0F: 3 clusters Score -595059.8 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -596431.562500 Penalty: 4343.002441
	Iteration 1F: 3 clusters Score -596431.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -596734.375000 Penalty: 4343.002441
	Iteration 2F: 3 clusters Score -596734.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -596956.500000 Penalty: 4343.002441
	Iteration 3F: 3 clusters Score -596956.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -597169.437500 Penalty: 4343.002441
	Iteration 4Q: 3 clusters Score -597169.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -597388.812500 Penalty: 4343.002441
	Iteration 5Q: 3 clusters Score -597388.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -597636.625000 Penalty: 4343.002441
	Iteration 6Q: 3 clusters Score -597636.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -597909.437500 Penalty: 4343.002441
	Iteration 7Q: 3 clusters Score -597909.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -598247.687500 Penalty: 4343.002441
	Iteration 8F: 3 clusters Score -598247.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -598655.437500 Penalty: 4343.002441
	Iteration 9F: 3 clusters Score -598655.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -599059.750000 Penalty: 4343.002441
	Iteration 10F: 3 clusters Score -599059.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -599375.562500 Penalty: 4343.002441
	Iteration 11Q: 3 clusters Score -599375.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -599574.812500 Penalty: 4343.002441
	Iteration 12Q: 3 clusters Score -599574.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -599681.250000 Penalty: 4343.002441
	Iteration 13Q: 3 clusters Score -599681.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -599754.562500 Penalty: 4343.002441
	Iteration 14Q: 3 clusters Score -599754.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -599813.750000 Penalty: 4343.002441
	Iteration 15Q: 3 clusters Score -599813.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -599857.250000 Penalty: 4343.002441
	Iteration 16Q: 3 clusters Score -599857.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -599893.312500 Penalty: 4343.002441
	Iteration 17Q: 3 clusters Score -599893.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -599917.687500 Penalty: 4343.002441
	Iteration 18Q: 3 clusters Score -599917.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -599931.750000 Penalty: 4343.002441
	Iteration 19Q: 3 clusters Score -599931.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -599943.875000 Penalty: 4343.002441
	Iteration 20F: 3 clusters Score -599943.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -599956.312500 Penalty: 4343.002441
	Iteration 21Q: 3 clusters Score -599956.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -599969.000000 Penalty: 4343.002441
	Iteration 22Q: 3 clusters Score -599969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -599979.437500 Penalty: 4343.002441
	Iteration 23Q: 3 clusters Score -599979.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -599991.812500 Penalty: 4343.002441
	Iteration 24Q: 3 clusters Score -599991.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -600002.062500 Penalty: 4343.002441
	Iteration 25Q: 3 clusters Score -600002.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -600012.062500 Penalty: 4343.002441
	Iteration 26Q: 3 clusters Score -600012.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -600024.187500 Penalty: 4343.002441
	Iteration 27Q: 3 clusters Score -600024.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -600035.937500 Penalty: 4343.002441
	Iteration 28Q: 3 clusters Score -600035.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -600040.937500 Penalty: 4343.002441
	Iteration 29Q: 3 clusters Score -600040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -600043.687500 Penalty: 4343.002441
	Iteration 30Q: 3 clusters Score -600043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -600046.875000 Penalty: 4343.002441
	Iteration 31Q: 3 clusters Score -600046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -600050.625000 Penalty: 4343.002441
	Iteration 32Q: 3 clusters Score -600050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -600049.875000 Penalty: 4343.002441
	Iteration 33Q: 3 clusters Score -600049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -600052.375000 Penalty: 4343.002441
	Iteration 34Q: 3 clusters Score -600052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -600052.062500 Penalty: 4343.002441
	Iteration 35Q: 3 clusters Score -600052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -600051.625000 Penalty: 4343.002441
	Iteration 36Q: 3 clusters Score -600051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -600051.625000 Penalty: 4343.002441
	Iteration 37F: 3 clusters Score -600051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -423676.906250 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -423676.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -419392.562500 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -419392.6 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -420466.937500 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -420466.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -420740.000000 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -420740 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -420914.625000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -420914.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -421080.531250 Penalty: 4185.429688
	Iteration 4Q: 3 clusters Score -421080.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -421246.062500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -421246.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -421375.062500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -421375.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -421474.593750 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -421474.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -421561.468750 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -421561.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -421635.468750 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -421635.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -421692.437500 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -421692.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -421747.468750 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -421747.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -421800.812500 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -421800.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -421839.906250 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -421839.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -421879.500000 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -421879.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -421918.968750 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -421919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -421949.156250 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -421949.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -421972.343750 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -421972.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -421994.593750 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -421994.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -422010.687500 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -422010.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -422023.000000 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -422023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -422038.875000 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -422038.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -422050.375000 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -422050.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -422057.218750 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -422057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -422062.281250 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -422062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -422068.406250 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -422068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -422069.812500 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -422069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -422073.031250 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -422073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -422077.937500 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -422077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -422083.281250 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -422083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -422086.750000 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -422086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -422087.437500 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -422087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -422088.156250 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -422088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -422090.187500 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -422090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -422096.187500 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -422096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -422097.156250 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -422097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -422099.843750 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -422099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -422102.000000 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -422102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -422104.843750 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -422104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -422107.843750 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -422107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -422108.312500 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -422108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -422108.968750 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -422109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -422108.968750 Penalty: 4185.429688
	Iteration 42F: 3 clusters Score -422109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Entering Unmasked Estep 
Score: -315058.875000 Penalty: 2022.529785
	Iteration 0F: 2 clusters Score -315058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -311541.375000 Penalty: 4045.059570
	Iteration 0F: 3 clusters Score -311541.4 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -312362.718750 Penalty: 4045.059570
	Iteration 1F: 3 clusters Score -312362.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -312588.468750 Penalty: 4045.059570
	Iteration 2F: 3 clusters Score -312588.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -312757.843750 Penalty: 4045.059570
	Iteration 3F: 3 clusters Score -312757.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -312910.718750 Penalty: 4045.059570
	Iteration 4F: 3 clusters Score -312910.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -313096.718750 Penalty: 4045.059570
	Iteration 5F: 3 clusters Score -313096.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -313350.218750 Penalty: 4045.059570
	Iteration 6F: 3 clusters Score -313350.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -313580.531250 Penalty: 4045.059570
	Iteration 7F: 3 clusters Score -313580.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -313744.718750 Penalty: 4045.059570
	Iteration 8Q: 3 clusters Score -313744.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -313856.312500 Penalty: 4045.059570
	Iteration 9Q: 3 clusters Score -313856.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -313932.312500 Penalty: 4045.059570
	Iteration 10Q: 3 clusters Score -313932.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -313984.531250 Penalty: 4045.059570
	Iteration 11Q: 3 clusters Score -313984.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -314007.437500 Penalty: 4045.059570
	Iteration 12Q: 3 clusters Score -314007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -314025.750000 Penalty: 4045.059570
	Iteration 13Q: 3 clusters Score -314025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -314041.375000 Penalty: 4045.059570
	Iteration 14Q: 3 clusters Score -314041.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -314049.500000 Penalty: 4045.059570
	Iteration 15Q: 3 clusters Score -314049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -314053.281250 Penalty: 4045.059570
	Iteration 16Q: 3 clusters Score -314053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -314059.625000 Penalty: 4045.059570
	Iteration 17Q: 3 clusters Score -314059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -314062.187500 Penalty: 4045.059570
	Iteration 18Q: 3 clusters Score -314062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -314063.781250 Penalty: 4045.059570
	Iteration 19Q: 3 clusters Score -314063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -314063.781250 Penalty: 4045.059570
	Iteration 20F: 3 clusters Score -314063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1322294.625000 Penalty: 2352.735107
	Iteration 0F: 2 clusters Score -1322295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1312600.125000 Penalty: 4705.470215
	Iteration 0F: 3 clusters Score -1312600 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1315473.500000 Penalty: 4705.470215
	Iteration 1F: 3 clusters Score -1315474 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1315761.875000 Penalty: 4705.470215
	Iteration 2F: 3 clusters Score -1315762 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1315999.625000 Penalty: 4705.470215
	Iteration 3Q: 3 clusters Score -1316000 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1316206.875000 Penalty: 4705.470215
	Iteration 4Q: 3 clusters Score -1316207 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1316406.750000 Penalty: 4705.470215
	Iteration 5Q: 3 clusters Score -1316407 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1316629.125000 Penalty: 4705.470215
	Iteration 6Q: 3 clusters Score -1316629 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1316919.000000 Penalty: 4705.470215
	Iteration 7Q: 3 clusters Score -1316919 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1317344.000000 Penalty: 4705.470215
	Iteration 8F: 3 clusters Score -1317344 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1317930.000000 Penalty: 4705.470215
	Iteration 9F: 3 clusters Score -1317930 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1318614.250000 Penalty: 4705.470215
	Iteration 10F: 3 clusters Score -1318614 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1319250.625000 Penalty: 4705.470215
	Iteration 11F: 3 clusters Score -1319251 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1319669.750000 Penalty: 4705.470215
	Iteration 12Q: 3 clusters Score -1319670 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1319892.375000 Penalty: 4705.470215
	Iteration 13Q: 3 clusters Score -1319892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1320017.250000 Penalty: 4705.470215
	Iteration 14Q: 3 clusters Score -1320017 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1320090.375000 Penalty: 4705.470215
	Iteration 15Q: 3 clusters Score -1320090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1320139.000000 Penalty: 4705.470215
	Iteration 16Q: 3 clusters Score -1320139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1320164.750000 Penalty: 4705.470215
	Iteration 17Q: 3 clusters Score -1320165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1320190.500000 Penalty: 4705.470215
	Iteration 18Q: 3 clusters Score -1320190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1320205.875000 Penalty: 4705.470215
	Iteration 19Q: 3 clusters Score -1320206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1320225.000000 Penalty: 4705.470215
	Iteration 20F: 3 clusters Score -1320225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1320236.625000 Penalty: 4705.470215
	Iteration 21Q: 3 clusters Score -1320237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1320251.375000 Penalty: 4705.470215
	Iteration 22Q: 3 clusters Score -1320251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1320264.625000 Penalty: 4705.470215
	Iteration 23Q: 3 clusters Score -1320265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1320269.875000 Penalty: 4705.470215
	Iteration 24Q: 3 clusters Score -1320270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1320274.250000 Penalty: 4705.470215
	Iteration 25Q: 3 clusters Score -1320274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1320274.875000 Penalty: 4705.470215
	Iteration 26Q: 3 clusters Score -1320275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1320279.000000 Penalty: 4705.470215
	Iteration 27Q: 3 clusters Score -1320279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1320280.250000 Penalty: 4705.470215
	Iteration 28Q: 3 clusters Score -1320280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1320281.875000 Penalty: 4705.470215
	Iteration 29Q: 3 clusters Score -1320282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1320281.875000 Penalty: 4705.470215
	Iteration 30F: 3 clusters Score -1320282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -152399.062500 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -152399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -149908.375000 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -149908.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -150379.359375 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -150379.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -150534.609375 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -150534.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -150622.109375 Penalty: 3740.674805
	Iteration 3Q: 3 clusters Score -150622.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -150678.734375 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -150678.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -150712.140625 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -150712.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -150735.359375 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -150735.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150754.484375 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -150754.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -150774.015625 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -150774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -150785.468750 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -150785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -150793.453125 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -150793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150801.812500 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -150801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -150812.343750 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -150812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -150819.046875 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -150819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -150825.015625 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -150825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150828.015625 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -150828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -150830.734375 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -150830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150835.484375 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -150835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150839.531250 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -150839.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -150843.781250 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -150843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -150850.296875 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -150850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150853.859375 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -150853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -150856.796875 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -150856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150861.234375 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -150861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -150865.343750 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -150865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -150870.281250 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -150870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -150871.218750 Penalty: 3740.674805
	Iteration 26Q: 3 clusters Score -150871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150871.656250 Penalty: 3740.674805
	Iteration 27Q: 3 clusters Score -150871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -150872.140625 Penalty: 3740.674805
	Iteration 28Q: 3 clusters Score -150872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -150872.140625 Penalty: 3740.674805
	Iteration 29F: 3 clusters Score -150872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -334154.875000 Penalty: 2023.595703
	Iteration 0F: 2 clusters Score -334154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -330621.031250 Penalty: 4047.191406
	Iteration 0F: 3 clusters Score -330621 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -331390.156250 Penalty: 4047.191406
	Iteration 1F: 3 clusters Score -331390.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -331573.531250 Penalty: 4047.191406
	Iteration 2F: 3 clusters Score -331573.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -331701.625000 Penalty: 4047.191406
	Iteration 3F: 3 clusters Score -331701.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -331788.281250 Penalty: 4047.191406
	Iteration 4Q: 3 clusters Score -331788.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -331873.750000 Penalty: 4047.191406
	Iteration 5Q: 3 clusters Score -331873.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -331956.718750 Penalty: 4047.191406
	Iteration 6Q: 3 clusters Score -331956.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332089.906250 Penalty: 4047.191406
	Iteration 7Q: 3 clusters Score -332089.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -332280.062500 Penalty: 4047.191406
	Iteration 8F: 3 clusters Score -332280.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -332499.656250 Penalty: 4047.191406
	Iteration 9F: 3 clusters Score -332499.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -332739.437500 Penalty: 4047.191406
	Iteration 10F: 3 clusters Score -332739.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -332916.156250 Penalty: 4047.191406
	Iteration 11Q: 3 clusters Score -332916.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -333049.312500 Penalty: 4047.191406
	Iteration 12Q: 3 clusters Score -333049.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -333156.562500 Penalty: 4047.191406
	Iteration 13Q: 3 clusters Score -333156.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -333222.625000 Penalty: 4047.191406
	Iteration 14Q: 3 clusters Score -333222.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -333257.031250 Penalty: 4047.191406
	Iteration 15Q: 3 clusters Score -333257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -333276.906250 Penalty: 4047.191406
	Iteration 16Q: 3 clusters Score -333276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -333291.031250 Penalty: 4047.191406
	Iteration 17Q: 3 clusters Score -333291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -333297.000000 Penalty: 4047.191406
	Iteration 18Q: 3 clusters Score -333297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -333305.343750 Penalty: 4047.191406
	Iteration 19Q: 3 clusters Score -333305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -333313.125000 Penalty: 4047.191406
	Iteration 20F: 3 clusters Score -333313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -333316.437500 Penalty: 4047.191406
	Iteration 21Q: 3 clusters Score -333316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -333320.156250 Penalty: 4047.191406
	Iteration 22Q: 3 clusters Score -333320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -333322.187500 Penalty: 4047.191406
	Iteration 23Q: 3 clusters Score -333322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -333323.625000 Penalty: 4047.191406
	Iteration 24Q: 3 clusters Score -333323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -333324.375000 Penalty: 4047.191406
	Iteration 25Q: 3 clusters Score -333324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -333324.375000 Penalty: 4047.191406
	Iteration 26F: 3 clusters Score -333324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766480.687500 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -760155.937500 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760155.9 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -761840.812500 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761840.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -762098.687500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -762098.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -762260.812500 Penalty: 4446.869629
	Iteration 3Q: 3 clusters Score -762260.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -762400.437500 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762400.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -762538.125000 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762538.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -762672.250000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762672.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -762813.062500 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762813.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -762966.625000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762966.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -763122.187500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -763122.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -763269.562500 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -763269.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -763431.062500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -763431.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -763597.687500 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -763597.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -763741.062500 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -763741.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -763854.375000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -763854.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -763932.687500 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -763932.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -763986.687500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -763986.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -764025.062500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -764025.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -764050.125000 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -764050.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -764071.187500 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -764071.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -764083.312500 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -764083.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -764094.312500 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -764094.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -764105.125000 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -764105.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -764110.562500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -764110.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -764114.187500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -764114.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -764118.375000 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -764123.750000 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -764125.125000 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764125.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -764131.500000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764131.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -764135.375000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764135.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -764138.687500 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -764140.625000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764140.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -764142.625000 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -764145.312500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764145.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -764149.875000 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764149.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -764152.625000 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -764152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -764153.187500 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -764153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -764157.000000 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -764157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -764163.437500 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -764163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -764164.687500 Penalty: 4446.869629
	Iteration 39Q: 3 clusters Score -764164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -764166.625000 Penalty: 4446.869629
	Iteration 40F: 3 clusters Score -764166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -764168.500000 Penalty: 4446.869629
	Iteration 41Q: 3 clusters Score -764168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -764170.312500 Penalty: 4446.869629
	Iteration 42Q: 3 clusters Score -764170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -764169.875000 Penalty: 4446.869629
	Iteration 43Q: 3 clusters Score -764169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -764172.437500 Penalty: 4446.869629
	Iteration 44Q: 3 clusters Score -764172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -764172.625000 Penalty: 4446.869629
	Iteration 45Q: 3 clusters Score -764172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -764171.812500 Penalty: 4446.869629
	Iteration 46Q: 3 clusters Score -764171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -764170.875000 Penalty: 4446.869629
	Iteration 47Q: 3 clusters Score -764170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -764170.812500 Penalty: 4446.869629
	Iteration 48Q: 3 clusters Score -764170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -764170.562500 Penalty: 4446.869629
	Iteration 49Q: 3 clusters Score -764170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -764171.125000 Penalty: 4446.869629
	Iteration 50Q: 3 clusters Score -764171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -764171.062500 Penalty: 4446.869629
	Iteration 51Q: 3 clusters Score -764171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -764172.437500 Penalty: 4446.869629
	Iteration 52Q: 3 clusters Score -764172.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -764172.437500 Penalty: 4446.869629
	Iteration 53F: 3 clusters Score -764172.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Entering Unmasked Estep 
Score: -1971183.875000 Penalty: 2454.185547
	Iteration 0F: 2 clusters Score -1971184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1957186.625000 Penalty: 4908.371094
	Iteration 0F: 3 clusters Score -1957187 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1961895.250000 Penalty: 4908.371094
	Iteration 1F: 3 clusters Score -1961895 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1962578.375000 Penalty: 4908.371094
	Iteration 2F: 3 clusters Score -1962578 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1963418.500000 Penalty: 4908.371094
	Iteration 3F: 3 clusters Score -1963418 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1964245.000000 Penalty: 4908.371094
	Iteration 4F: 3 clusters Score -1964245 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1965124.500000 Penalty: 4908.371094
	Iteration 5F: 3 clusters Score -1965124 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1966051.500000 Penalty: 4908.371094
	Iteration 6F: 3 clusters Score -1966052 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1966891.750000 Penalty: 4908.371094
	Iteration 7F: 3 clusters Score -1966892 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1967569.875000 Penalty: 4908.371094
	Iteration 8Q: 3 clusters Score -1967570 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1968020.125000 Penalty: 4908.371094
	Iteration 9Q: 3 clusters Score -1968020 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1968341.000000 Penalty: 4908.371094
	Iteration 10Q: 3 clusters Score -1968341 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1968523.500000 Penalty: 4908.371094
	Iteration 11Q: 3 clusters Score -1968524 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1968655.125000 Penalty: 4908.371094
	Iteration 12Q: 3 clusters Score -1968655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1968746.250000 Penalty: 4908.371094
	Iteration 13Q: 3 clusters Score -1968746 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1968808.875000 Penalty: 4908.371094
	Iteration 14Q: 3 clusters Score -1968809 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1968867.750000 Penalty: 4908.371094
	Iteration 15Q: 3 clusters Score -1968868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1968919.125000 Penalty: 4908.371094
	Iteration 16Q: 3 clusters Score -1968919 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1968957.875000 Penalty: 4908.371094
	Iteration 17Q: 3 clusters Score -1968958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1969002.625000 Penalty: 4908.371094
	Iteration 18Q: 3 clusters Score -1969003 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1969038.250000 Penalty: 4908.371094
	Iteration 19Q: 3 clusters Score -1969038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1969078.875000 Penalty: 4908.371094
	Iteration 20F: 3 clusters Score -1969079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1969104.125000 Penalty: 4908.371094
	Iteration 21Q: 3 clusters Score -1969104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1969130.500000 Penalty: 4908.371094
	Iteration 22Q: 3 clusters Score -1969130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1969160.625000 Penalty: 4908.371094
	Iteration 23Q: 3 clusters Score -1969161 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1969190.125000 Penalty: 4908.371094
	Iteration 24Q: 3 clusters Score -1969190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1969210.625000 Penalty: 4908.371094
	Iteration 25Q: 3 clusters Score -1969211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1969228.250000 Penalty: 4908.371094
	Iteration 26Q: 3 clusters Score -1969228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1969247.000000 Penalty: 4908.371094
	Iteration 27Q: 3 clusters Score -1969247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1969266.250000 Penalty: 4908.371094
	Iteration 28Q: 3 clusters Score -1969266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1969283.000000 Penalty: 4908.371094
	Iteration 29Q: 3 clusters Score -1969283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1969298.375000 Penalty: 4908.371094
	Iteration 30Q: 3 clusters Score -1969298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1969314.375000 Penalty: 4908.371094
	Iteration 31Q: 3 clusters Score -1969314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1969327.500000 Penalty: 4908.371094
	Iteration 32Q: 3 clusters Score -1969328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1969338.250000 Penalty: 4908.371094
	Iteration 33Q: 3 clusters Score -1969338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1969349.000000 Penalty: 4908.371094
	Iteration 34Q: 3 clusters Score -1969349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1969352.750000 Penalty: 4908.371094
	Iteration 35Q: 3 clusters Score -1969353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1969362.625000 Penalty: 4908.371094
	Iteration 36Q: 3 clusters Score -1969363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1969375.000000 Penalty: 4908.371094
	Iteration 37Q: 3 clusters Score -1969375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1969398.750000 Penalty: 4908.371094
	Iteration 38Q: 3 clusters Score -1969399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1969412.750000 Penalty: 4908.371094
	Iteration 39Q: 3 clusters Score -1969413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1969433.750000 Penalty: 4908.371094
	Iteration 40F: 3 clusters Score -1969434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1969457.875000 Penalty: 4908.371094
	Iteration 41Q: 3 clusters Score -1969458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1969474.500000 Penalty: 4908.371094
	Iteration 42Q: 3 clusters Score -1969474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1969498.750000 Penalty: 4908.371094
	Iteration 43Q: 3 clusters Score -1969499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1969514.000000 Penalty: 4908.371094
	Iteration 44Q: 3 clusters Score -1969514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1969529.500000 Penalty: 4908.371094
	Iteration 45Q: 3 clusters Score -1969530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1969547.875000 Penalty: 4908.371094
	Iteration 46Q: 3 clusters Score -1969548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1969575.500000 Penalty: 4908.371094
	Iteration 47Q: 3 clusters Score -1969576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1969608.125000 Penalty: 4908.371094
	Iteration 48Q: 3 clusters Score -1969608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1969633.000000 Penalty: 4908.371094
	Iteration 49Q: 3 clusters Score -1969633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1969656.000000 Penalty: 4908.371094
	Iteration 50Q: 3 clusters Score -1969656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1969699.250000 Penalty: 4908.371094
	Iteration 51Q: 3 clusters Score -1969699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1969761.250000 Penalty: 4908.371094
	Iteration 52Q: 3 clusters Score -1969761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1969802.875000 Penalty: 4908.371094
	Iteration 53Q: 3 clusters Score -1969803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1969827.000000 Penalty: 4908.371094
	Iteration 54Q: 3 clusters Score -1969827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1969856.875000 Penalty: 4908.371094
	Iteration 55Q: 3 clusters Score -1969857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1969882.125000 Penalty: 4908.371094
	Iteration 56Q: 3 clusters Score -1969882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1969907.875000 Penalty: 4908.371094
	Iteration 57Q: 3 clusters Score -1969908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1969932.625000 Penalty: 4908.371094
	Iteration 58Q: 3 clusters Score -1969933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1969953.250000 Penalty: 4908.371094
	Iteration 59Q: 3 clusters Score -1969953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1969976.000000 Penalty: 4908.371094
	Iteration 60F: 3 clusters Score -1969976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1969999.250000 Penalty: 4908.371094
	Iteration 61Q: 3 clusters Score -1969999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1970017.875000 Penalty: 4908.371094
	Iteration 62Q: 3 clusters Score -1970018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1970030.375000 Penalty: 4908.371094
	Iteration 63Q: 3 clusters Score -1970030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1970041.625000 Penalty: 4908.371094
	Iteration 64Q: 3 clusters Score -1970042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1970057.375000 Penalty: 4908.371094
	Iteration 65Q: 3 clusters Score -1970057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1970074.250000 Penalty: 4908.371094
	Iteration 66Q: 3 clusters Score -1970074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1970093.125000 Penalty: 4908.371094
	Iteration 67Q: 3 clusters Score -1970093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1970101.375000 Penalty: 4908.371094
	Iteration 68Q: 3 clusters Score -1970101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1970115.500000 Penalty: 4908.371094
	Iteration 69Q: 3 clusters Score -1970116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1970125.250000 Penalty: 4908.371094
	Iteration 70Q: 3 clusters Score -1970125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1970138.375000 Penalty: 4908.371094
	Iteration 71Q: 3 clusters Score -1970138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1970148.750000 Penalty: 4908.371094
	Iteration 72Q: 3 clusters Score -1970149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1970162.125000 Penalty: 4908.371094
	Iteration 73Q: 3 clusters Score -1970162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1970165.000000 Penalty: 4908.371094
	Iteration 74Q: 3 clusters Score -1970165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1970169.000000 Penalty: 4908.371094
	Iteration 75Q: 3 clusters Score -1970169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1970176.750000 Penalty: 4908.371094
	Iteration 76Q: 3 clusters Score -1970177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1970179.750000 Penalty: 4908.371094
	Iteration 77Q: 3 clusters Score -1970180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1970184.625000 Penalty: 4908.371094
	Iteration 78Q: 3 clusters Score -1970185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1970187.375000 Penalty: 4908.371094
	Iteration 79Q: 3 clusters Score -1970187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1970191.625000 Penalty: 4908.371094
	Iteration 80F: 3 clusters Score -1970192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1970201.000000 Penalty: 4908.371094
	Iteration 81Q: 3 clusters Score -1970201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1970202.625000 Penalty: 4908.371094
	Iteration 82Q: 3 clusters Score -1970203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1970203.125000 Penalty: 4908.371094
	Iteration 83Q: 3 clusters Score -1970203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1970204.875000 Penalty: 4908.371094
	Iteration 84Q: 3 clusters Score -1970205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1970206.000000 Penalty: 4908.371094
	Iteration 85Q: 3 clusters Score -1970206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1970207.750000 Penalty: 4908.371094
	Iteration 86Q: 3 clusters Score -1970208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1970206.000000 Penalty: 4908.371094
	Iteration 87Q: 3 clusters Score -1970206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1970206.000000 Penalty: 4908.371094
	Iteration 88F: 3 clusters Score -1970206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -430003.062500 Penalty: 2126.621094
	Iteration 0F: 2 clusters Score -430003.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -425320.750000 Penalty: 4253.242188
	Iteration 0F: 3 clusters Score -425320.8 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -426531.500000 Penalty: 4253.242188
	Iteration 1F: 3 clusters Score -426531.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -426831.093750 Penalty: 4253.242188
	Iteration 2F: 3 clusters Score -426831.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -427071.000000 Penalty: 4253.242188
	Iteration 3F: 3 clusters Score -427071 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -427275.406250 Penalty: 4253.242188
	Iteration 4F: 3 clusters Score -427275.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -427444.656250 Penalty: 4253.242188
	Iteration 5Q: 3 clusters Score -427444.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -427580.593750 Penalty: 4253.242188
	Iteration 6Q: 3 clusters Score -427580.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -427680.218750 Penalty: 4253.242188
	Iteration 7Q: 3 clusters Score -427680.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -427767.406250 Penalty: 4253.242188
	Iteration 8Q: 3 clusters Score -427767.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -427842.718750 Penalty: 4253.242188
	Iteration 9Q: 3 clusters Score -427842.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -427912.062500 Penalty: 4253.242188
	Iteration 10Q: 3 clusters Score -427912.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -427973.000000 Penalty: 4253.242188
	Iteration 11Q: 3 clusters Score -427973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -428025.000000 Penalty: 4253.242188
	Iteration 12Q: 3 clusters Score -428025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -428068.093750 Penalty: 4253.242188
	Iteration 13Q: 3 clusters Score -428068.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -428113.468750 Penalty: 4253.242188
	Iteration 14Q: 3 clusters Score -428113.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -428151.875000 Penalty: 4253.242188
	Iteration 15Q: 3 clusters Score -428151.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -428184.781250 Penalty: 4253.242188
	Iteration 16Q: 3 clusters Score -428184.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -428213.187500 Penalty: 4253.242188
	Iteration 17Q: 3 clusters Score -428213.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -428244.031250 Penalty: 4253.242188
	Iteration 18Q: 3 clusters Score -428244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -428271.187500 Penalty: 4253.242188
	Iteration 19Q: 3 clusters Score -428271.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -428289.875000 Penalty: 4253.242188
	Iteration 20F: 3 clusters Score -428289.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -428303.750000 Penalty: 4253.242188
	Iteration 21Q: 3 clusters Score -428303.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -428319.250000 Penalty: 4253.242188
	Iteration 22Q: 3 clusters Score -428319.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -428330.750000 Penalty: 4253.242188
	Iteration 23Q: 3 clusters Score -428330.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -428340.562500 Penalty: 4253.242188
	Iteration 24Q: 3 clusters Score -428340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -428349.250000 Penalty: 4253.242188
	Iteration 25Q: 3 clusters Score -428349.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -428360.406250 Penalty: 4253.242188
	Iteration 26Q: 3 clusters Score -428360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -428370.625000 Penalty: 4253.242188
	Iteration 27Q: 3 clusters Score -428370.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -428384.656250 Penalty: 4253.242188
	Iteration 28Q: 3 clusters Score -428384.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -428397.343750 Penalty: 4253.242188
	Iteration 29Q: 3 clusters Score -428397.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -428411.406250 Penalty: 4253.242188
	Iteration 30Q: 3 clusters Score -428411.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -428427.312500 Penalty: 4253.242188
	Iteration 31Q: 3 clusters Score -428427.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -428444.843750 Penalty: 4253.242188
	Iteration 32Q: 3 clusters Score -428444.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -428459.468750 Penalty: 4253.242188
	Iteration 33Q: 3 clusters Score -428459.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -428473.062500 Penalty: 4253.242188
	Iteration 34Q: 3 clusters Score -428473.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -428482.937500 Penalty: 4253.242188
	Iteration 35Q: 3 clusters Score -428482.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -428495.781250 Penalty: 4253.242188
	Iteration 36Q: 3 clusters Score -428495.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -428510.625000 Penalty: 4253.242188
	Iteration 37Q: 3 clusters Score -428510.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -428527.781250 Penalty: 4253.242188
	Iteration 38Q: 3 clusters Score -428527.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -428546.406250 Penalty: 4253.242188
	Iteration 39Q: 3 clusters Score -428546.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -428565.343750 Penalty: 4253.242188
	Iteration 40F: 3 clusters Score -428565.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -428582.375000 Penalty: 4253.242188
	Iteration 41Q: 3 clusters Score -428582.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -428594.062500 Penalty: 4253.242188
	Iteration 42Q: 3 clusters Score -428594.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -428616.187500 Penalty: 4253.242188
	Iteration 43Q: 3 clusters Score -428616.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -428631.218750 Penalty: 4253.242188
	Iteration 44Q: 3 clusters Score -428631.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -428649.000000 Penalty: 4253.242188
	Iteration 45Q: 3 clusters Score -428649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -428671.500000 Penalty: 4253.242188
	Iteration 46Q: 3 clusters Score -428671.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -428690.312500 Penalty: 4253.242188
	Iteration 47Q: 3 clusters Score -428690.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -428708.031250 Penalty: 4253.242188
	Iteration 48Q: 3 clusters Score -428708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -428725.062500 Penalty: 4253.242188
	Iteration 49Q: 3 clusters Score -428725.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -428737.656250 Penalty: 4253.242188
	Iteration 50Q: 3 clusters Score -428737.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -428749.062500 Penalty: 4253.242188
	Iteration 51Q: 3 clusters Score -428749.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -428756.500000 Penalty: 4253.242188
	Iteration 52Q: 3 clusters Score -428756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -428761.500000 Penalty: 4253.242188
	Iteration 53Q: 3 clusters Score -428761.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -428770.593750 Penalty: 4253.242188
	Iteration 54Q: 3 clusters Score -428770.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -428773.375000 Penalty: 4253.242188
	Iteration 55Q: 3 clusters Score -428773.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -428776.312500 Penalty: 4253.242188
	Iteration 56Q: 3 clusters Score -428776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -428778.312500 Penalty: 4253.242188
	Iteration 57Q: 3 clusters Score -428778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -428781.218750 Penalty: 4253.242188
	Iteration 58Q: 3 clusters Score -428781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -428783.968750 Penalty: 4253.242188
	Iteration 59Q: 3 clusters Score -428784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -428786.375000 Penalty: 4253.242188
	Iteration 60F: 3 clusters Score -428786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -428788.406250 Penalty: 4253.242188
	Iteration 61Q: 3 clusters Score -428788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -428790.125000 Penalty: 4253.242188
	Iteration 62Q: 3 clusters Score -428790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -428790.843750 Penalty: 4253.242188
	Iteration 63Q: 3 clusters Score -428790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -428790.843750 Penalty: 4253.242188
	Iteration 64F: 3 clusters Score -428790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Entering Unmasked Estep 
Score: -5532550.500000 Penalty: 2718.977539
	Iteration 0F: 2 clusters Score -5532550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -5493900.000000 Penalty: 5437.955078
	Iteration 0F: 3 clusters Score -5493900 nChanged 26807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -5508896.500000 Penalty: 5437.955078
	Iteration 1F: 3 clusters Score -5508896 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -5509794.000000 Penalty: 5437.955078
	Iteration 2Q: 3 clusters Score -5509794 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -5510831.000000 Penalty: 5437.955078
	Iteration 3Q: 3 clusters Score -5510831 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5512161.000000 Penalty: 5437.955078
	Iteration 4Q: 3 clusters Score -5512161 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5513639.500000 Penalty: 5437.955078
	Iteration 5F: 3 clusters Score -5513640 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5515258.500000 Penalty: 5437.955078
	Iteration 6F: 3 clusters Score -5515258 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5517081.500000 Penalty: 5437.955078
	Iteration 7F: 3 clusters Score -5517082 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5518973.000000 Penalty: 5437.955078
	Iteration 8F: 3 clusters Score -5518973 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5520957.500000 Penalty: 5437.955078
	Iteration 9F: 3 clusters Score -5520958 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -5522722.000000 Penalty: 5437.955078
	Iteration 10Q: 3 clusters Score -5522722 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5524048.000000 Penalty: 5437.955078
	Iteration 11Q: 3 clusters Score -5524048 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5524889.000000 Penalty: 5437.955078
	Iteration 12Q: 3 clusters Score -5524889 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5525388.000000 Penalty: 5437.955078
	Iteration 13Q: 3 clusters Score -5525388 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5525776.000000 Penalty: 5437.955078
	Iteration 14Q: 3 clusters Score -5525776 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5526188.000000 Penalty: 5437.955078
	Iteration 15Q: 3 clusters Score -5526188 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -5526541.500000 Penalty: 5437.955078
	Iteration 16Q: 3 clusters Score -5526542 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -5526879.000000 Penalty: 5437.955078
	Iteration 17Q: 3 clusters Score -5526879 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5527238.000000 Penalty: 5437.955078
	Iteration 18Q: 3 clusters Score -5527238 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5527530.000000 Penalty: 5437.955078
	Iteration 19Q: 3 clusters Score -5527530 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -5527866.000000 Penalty: 5437.955078
	Iteration 20F: 3 clusters Score -5527866 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5528178.000000 Penalty: 5437.955078
	Iteration 21Q: 3 clusters Score -5528178 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -5528487.500000 Penalty: 5437.955078
	Iteration 22Q: 3 clusters Score -5528488 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5528761.500000 Penalty: 5437.955078
	Iteration 23Q: 3 clusters Score -5528762 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5529009.000000 Penalty: 5437.955078
	Iteration 24Q: 3 clusters Score -5529009 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5529214.000000 Penalty: 5437.955078
	Iteration 25Q: 3 clusters Score -5529214 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5529377.000000 Penalty: 5437.955078
	Iteration 26Q: 3 clusters Score -5529377 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5529560.000000 Penalty: 5437.955078
	Iteration 27Q: 3 clusters Score -5529560 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5529737.500000 Penalty: 5437.955078
	Iteration 28Q: 3 clusters Score -5529738 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5529859.500000 Penalty: 5437.955078
	Iteration 29Q: 3 clusters Score -5529860 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5529957.000000 Penalty: 5437.955078
	Iteration 30Q: 3 clusters Score -5529957 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5530058.000000 Penalty: 5437.955078
	Iteration 31Q: 3 clusters Score -5530058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5530132.500000 Penalty: 5437.955078
	Iteration 32Q: 3 clusters Score -5530132 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5530191.500000 Penalty: 5437.955078
	Iteration 33Q: 3 clusters Score -5530192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5530264.500000 Penalty: 5437.955078
	Iteration 34Q: 3 clusters Score -5530264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5530300.000000 Penalty: 5437.955078
	Iteration 35Q: 3 clusters Score -5530300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5530332.000000 Penalty: 5437.955078
	Iteration 36Q: 3 clusters Score -5530332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5530355.500000 Penalty: 5437.955078
	Iteration 37Q: 3 clusters Score -5530356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5530360.500000 Penalty: 5437.955078
	Iteration 38Q: 3 clusters Score -5530360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5530368.500000 Penalty: 5437.955078
	Iteration 39Q: 3 clusters Score -5530368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5530391.000000 Penalty: 5437.955078
	Iteration 40F: 3 clusters Score -5530391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5530392.000000 Penalty: 5437.955078
	Iteration 41Q: 3 clusters Score -5530392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5530403.500000 Penalty: 5437.955078
	Iteration 42Q: 3 clusters Score -5530404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5530420.500000 Penalty: 5437.955078
	Iteration 43Q: 3 clusters Score -5530420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5530426.000000 Penalty: 5437.955078
	Iteration 44Q: 3 clusters Score -5530426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5530449.000000 Penalty: 5437.955078
	Iteration 45Q: 3 clusters Score -5530449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5530458.500000 Penalty: 5437.955078
	Iteration 46Q: 3 clusters Score -5530458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5530467.500000 Penalty: 5437.955078
	Iteration 47Q: 3 clusters Score -5530468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5530478.500000 Penalty: 5437.955078
	Iteration 48Q: 3 clusters Score -5530478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5530476.500000 Penalty: 5437.955078
	Iteration 49Q: 3 clusters Score -5530476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5530489.500000 Penalty: 5437.955078
	Iteration 50Q: 3 clusters Score -5530490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5530488.000000 Penalty: 5437.955078
	Iteration 51Q: 3 clusters Score -5530488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5530486.000000 Penalty: 5437.955078
	Iteration 52Q: 3 clusters Score -5530486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5530488.500000 Penalty: 5437.955078
	Iteration 53Q: 3 clusters Score -5530488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5530500.500000 Penalty: 5437.955078
	Iteration 54Q: 3 clusters Score -5530500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5530498.000000 Penalty: 5437.955078
	Iteration 55Q: 3 clusters Score -5530498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5530506.000000 Penalty: 5437.955078
	Iteration 56Q: 3 clusters Score -5530506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5530502.000000 Penalty: 5437.955078
	Iteration 57Q: 3 clusters Score -5530502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5530502.500000 Penalty: 5437.955078
	Iteration 58Q: 3 clusters Score -5530502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5530501.000000 Penalty: 5437.955078
	Iteration 59Q: 3 clusters Score -5530501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5530501.000000 Penalty: 5437.955078
	Iteration 60F: 3 clusters Score -5530501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Entering Unmasked Estep 
Score: -8420189.000000 Penalty: 2843.511230
	Iteration 0F: 2 clusters Score -8420189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -8356062.500000 Penalty: 5687.022461
	Iteration 0F: 3 clusters Score -8356062 nChanged 45141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -8382563.000000 Penalty: 5687.022461
	Iteration 1F: 3 clusters Score -8382563 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -8383950.500000 Penalty: 5687.022461
	Iteration 2Q: 3 clusters Score -8383950 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -8385646.000000 Penalty: 5687.022461
	Iteration 3Q: 3 clusters Score -8385646 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -8388035.500000 Penalty: 5687.022461
	Iteration 4F: 3 clusters Score -8388036 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -8391018.000000 Penalty: 5687.022461
	Iteration 5F: 3 clusters Score -8391018 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -8394585.000000 Penalty: 5687.022461
	Iteration 6F: 3 clusters Score -8394585 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -8398728.000000 Penalty: 5687.022461
	Iteration 7F: 3 clusters Score -8398728 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -8403192.000000 Penalty: 5687.022461
	Iteration 8F: 3 clusters Score -8403192 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -8407465.000000 Penalty: 5687.022461
	Iteration 9F: 3 clusters Score -8407465 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -8410793.000000 Penalty: 5687.022461
	Iteration 10Q: 3 clusters Score -8410793 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -8413164.000000 Penalty: 5687.022461
	Iteration 11Q: 3 clusters Score -8413164 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -8414886.000000 Penalty: 5687.022461
	Iteration 12Q: 3 clusters Score -8414886 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -8416078.000000 Penalty: 5687.022461
	Iteration 13Q: 3 clusters Score -8416078 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -8416821.000000 Penalty: 5687.022461
	Iteration 14Q: 3 clusters Score -8416821 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -8417297.000000 Penalty: 5687.022461
	Iteration 15Q: 3 clusters Score -8417297 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -8417573.000000 Penalty: 5687.022461
	Iteration 16Q: 3 clusters Score -8417573 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -8417716.000000 Penalty: 5687.022461
	Iteration 17Q: 3 clusters Score -8417716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -8417823.000000 Penalty: 5687.022461
	Iteration 18Q: 3 clusters Score -8417823 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -8417907.000000 Penalty: 5687.022461
	Iteration 19Q: 3 clusters Score -8417907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -8417958.000000 Penalty: 5687.022461
	Iteration 20F: 3 clusters Score -8417958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -8417997.000000 Penalty: 5687.022461
	Iteration 21Q: 3 clusters Score -8417997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -8418016.000000 Penalty: 5687.022461
	Iteration 22Q: 3 clusters Score -8418016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -8418021.000000 Penalty: 5687.022461
	Iteration 23Q: 3 clusters Score -8418021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -8418022.000000 Penalty: 5687.022461
	Iteration 24Q: 3 clusters Score -8418022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -8418033.000000 Penalty: 5687.022461
	Iteration 25Q: 3 clusters Score -8418033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -8418055.000000 Penalty: 5687.022461
	Iteration 26Q: 3 clusters Score -8418055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -8418062.000000 Penalty: 5687.022461
	Iteration 27Q: 3 clusters Score -8418062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -8418066.000000 Penalty: 5687.022461
	Iteration 28Q: 3 clusters Score -8418066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -8418080.000000 Penalty: 5687.022461
	Iteration 29Q: 3 clusters Score -8418080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -8418091.000000 Penalty: 5687.022461
	Iteration 30Q: 3 clusters Score -8418091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -8418092.000000 Penalty: 5687.022461
	Iteration 31Q: 3 clusters Score -8418092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -8418098.000000 Penalty: 5687.022461
	Iteration 32Q: 3 clusters Score -8418098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -8418098.000000 Penalty: 5687.022461
	Iteration 33Q: 3 clusters Score -8418098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -8418092.000000 Penalty: 5687.022461
	Iteration 34Q: 3 clusters Score -8418092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -8418103.000000 Penalty: 5687.022461
	Iteration 35Q: 3 clusters Score -8418103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -8418116.000000 Penalty: 5687.022461
	Iteration 36Q: 3 clusters Score -8418116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -8418129.000000 Penalty: 5687.022461
	Iteration 37Q: 3 clusters Score -8418129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -8418125.000000 Penalty: 5687.022461
	Iteration 38Q: 3 clusters Score -8418125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -8418130.000000 Penalty: 5687.022461
	Iteration 39Q: 3 clusters Score -8418130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -8418141.000000 Penalty: 5687.022461
	Iteration 40F: 3 clusters Score -8418141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -8418136.000000 Penalty: 5687.022461
	Iteration 41Q: 3 clusters Score -8418136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -8418138.000000 Penalty: 5687.022461
	Iteration 42Q: 3 clusters Score -8418138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -8418138.000000 Penalty: 5687.022461
	Iteration 43F: 3 clusters Score -8418138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Entering Unmasked Estep 
Score: -7222198.000000 Penalty: 2780.394043
	Iteration 0F: 2 clusters Score -7222198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -7172464.500000 Penalty: 5560.788086
	Iteration 0F: 3 clusters Score -7172464 nChanged 34819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7192102.500000 Penalty: 5560.788086
	Iteration 1F: 3 clusters Score -7192102 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -7192864.500000 Penalty: 5560.788086
	Iteration 2Q: 3 clusters Score -7192864 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -7193846.500000 Penalty: 5560.788086
	Iteration 3Q: 3 clusters Score -7193846 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -7195527.000000 Penalty: 5560.788086
	Iteration 4Q: 3 clusters Score -7195527 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -7198593.000000 Penalty: 5560.788086
	Iteration 5F: 3 clusters Score -7198593 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -7203118.000000 Penalty: 5560.788086
	Iteration 6F: 3 clusters Score -7203118 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -7208653.500000 Penalty: 5560.788086
	Iteration 7F: 3 clusters Score -7208654 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -7213745.500000 Penalty: 5560.788086
	Iteration 8F: 3 clusters Score -7213746 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -7217053.500000 Penalty: 5560.788086
	Iteration 9Q: 3 clusters Score -7217054 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -7218730.000000 Penalty: 5560.788086
	Iteration 10Q: 3 clusters Score -7218730 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -7219590.000000 Penalty: 5560.788086
	Iteration 11Q: 3 clusters Score -7219590 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -7220016.500000 Penalty: 5560.788086
	Iteration 12Q: 3 clusters Score -7220016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -7220211.500000 Penalty: 5560.788086
	Iteration 13Q: 3 clusters Score -7220212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -7220317.500000 Penalty: 5560.788086
	Iteration 14Q: 3 clusters Score -7220318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -7220386.500000 Penalty: 5560.788086
	Iteration 15Q: 3 clusters Score -7220386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -7220434.000000 Penalty: 5560.788086
	Iteration 16Q: 3 clusters Score -7220434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -7220491.500000 Penalty: 5560.788086
	Iteration 17Q: 3 clusters Score -7220492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -7220558.000000 Penalty: 5560.788086
	Iteration 18Q: 3 clusters Score -7220558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -7220671.500000 Penalty: 5560.788086
	Iteration 19Q: 3 clusters Score -7220672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -7220843.500000 Penalty: 5560.788086
	Iteration 20F: 3 clusters Score -7220844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -7221003.000000 Penalty: 5560.788086
	Iteration 21Q: 3 clusters Score -7221003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -7221099.500000 Penalty: 5560.788086
	Iteration 22Q: 3 clusters Score -7221100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -7221152.000000 Penalty: 5560.788086
	Iteration 23Q: 3 clusters Score -7221152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -7221174.000000 Penalty: 5560.788086
	Iteration 24Q: 3 clusters Score -7221174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -7221185.000000 Penalty: 5560.788086
	Iteration 25Q: 3 clusters Score -7221185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -7221196.000000 Penalty: 5560.788086
	Iteration 26Q: 3 clusters Score -7221196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -7221204.000000 Penalty: 5560.788086
	Iteration 27Q: 3 clusters Score -7221204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -7221201.500000 Penalty: 5560.788086
	Iteration 28Q: 3 clusters Score -7221202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -7221205.500000 Penalty: 5560.788086
	Iteration 29Q: 3 clusters Score -7221206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -7221207.000000 Penalty: 5560.788086
	Iteration 30Q: 3 clusters Score -7221207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -7221214.500000 Penalty: 5560.788086
	Iteration 31Q: 3 clusters Score -7221214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -7221208.000000 Penalty: 5560.788086
	Iteration 32Q: 3 clusters Score -7221208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -7221215.500000 Penalty: 5560.788086
	Iteration 33Q: 3 clusters Score -7221216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -7221209.000000 Penalty: 5560.788086
	Iteration 34Q: 3 clusters Score -7221209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -7221208.000000 Penalty: 5560.788086
	Iteration 35Q: 3 clusters Score -7221208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -7221218.000000 Penalty: 5560.788086
	Iteration 36Q: 3 clusters Score -7221218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -7221217.500000 Penalty: 5560.788086
	Iteration 37Q: 3 clusters Score -7221218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -7221219.000000 Penalty: 5560.788086
	Iteration 38Q: 3 clusters Score -7221219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -7221223.000000 Penalty: 5560.788086
	Iteration 39Q: 3 clusters Score -7221223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -7221224.500000 Penalty: 5560.788086
	Iteration 40F: 3 clusters Score -7221224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -7221222.000000 Penalty: 5560.788086
	Iteration 41Q: 3 clusters Score -7221222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -7221222.000000 Penalty: 5560.788086
	Iteration 42F: 3 clusters Score -7221222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Entering Unmasked Estep 
Score: -491296.812500 Penalty: 2123.890869
	Iteration 0F: 2 clusters Score -491296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -486640.406250 Penalty: 4247.781738
	Iteration 0F: 3 clusters Score -486640.4 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -487830.468750 Penalty: 4247.781738
	Iteration 1F: 3 clusters Score -487830.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -488079.218750 Penalty: 4247.781738
	Iteration 2F: 3 clusters Score -488079.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -488261.593750 Penalty: 4247.781738
	Iteration 3F: 3 clusters Score -488261.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -488428.031250 Penalty: 4247.781738
	Iteration 4Q: 3 clusters Score -488428 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -488582.531250 Penalty: 4247.781738
	Iteration 5Q: 3 clusters Score -488582.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -488751.687500 Penalty: 4247.781738
	Iteration 6Q: 3 clusters Score -488751.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -488959.187500 Penalty: 4247.781738
	Iteration 7Q: 3 clusters Score -488959.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -489275.781250 Penalty: 4247.781738
	Iteration 8Q: 3 clusters Score -489275.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -489738.687500 Penalty: 4247.781738
	Iteration 9F: 3 clusters Score -489738.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -490354.281250 Penalty: 4247.781738
	Iteration 10F: 3 clusters Score -490354.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -491031.250000 Penalty: 4247.781738
	Iteration 11F: 3 clusters Score -491031.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -491604.062500 Penalty: 4247.781738
	Iteration 12F: 3 clusters Score -491604.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -492076.250000 Penalty: 4247.781738
	Iteration 13Q: 3 clusters Score -492076.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -492299.781250 Penalty: 4247.781738
	Iteration 14Q: 3 clusters Score -492299.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -492382.375000 Penalty: 4247.781738
	Iteration 15Q: 3 clusters Score -492382.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -492392.375000 Penalty: 4247.781738
	Iteration 16Q: 3 clusters Score -492392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -492395.593750 Penalty: 4247.781738
	Iteration 17Q: 3 clusters Score -492395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -492395.156250 Penalty: 4247.781738
	Iteration 18Q: 3 clusters Score -492395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -492396.218750 Penalty: 4247.781738
	Iteration 19Q: 3 clusters Score -492396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -492397.875000 Penalty: 4247.781738
	Iteration 20F: 3 clusters Score -492397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -492398.531250 Penalty: 4247.781738
	Iteration 21Q: 3 clusters Score -492398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -492398.218750 Penalty: 4247.781738
	Iteration 22Q: 3 clusters Score -492398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -492400.000000 Penalty: 4247.781738
	Iteration 23Q: 3 clusters Score -492400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -492400.093750 Penalty: 4247.781738
	Iteration 24Q: 3 clusters Score -492400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -492400.093750 Penalty: 4247.781738
	Iteration 25F: 3 clusters Score -492400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 3051 members 
Entering Unmasked Estep 
Score: -84123736.000000 Penalty: 183775.671875
Splitting cluster 24 changes total score from -84123712.000000 to -84123736.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 25 (20734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Entering Unmasked Estep 
Score: -2002445.500000 Penalty: 2465.003418
	Iteration 0F: 2 clusters Score -2002446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1988040.500000 Penalty: 4930.006836
	Iteration 0F: 3 clusters Score -1988040 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1993233.500000 Penalty: 4930.006836
	Iteration 1F: 3 clusters Score -1993234 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1994196.125000 Penalty: 4930.006836
	Iteration 2F: 3 clusters Score -1994196 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1995317.250000 Penalty: 4930.006836
	Iteration 3F: 3 clusters Score -1995317 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1996555.875000 Penalty: 4930.006836
	Iteration 4F: 3 clusters Score -1996556 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1997616.625000 Penalty: 4930.006836
	Iteration 5F: 3 clusters Score -1997617 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1998300.875000 Penalty: 4930.006836
	Iteration 6F: 3 clusters Score -1998301 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1998734.500000 Penalty: 4930.006836
	Iteration 7Q: 3 clusters Score -1998734 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1998996.625000 Penalty: 4930.006836
	Iteration 8Q: 3 clusters Score -1998997 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1999180.875000 Penalty: 4930.006836
	Iteration 9Q: 3 clusters Score -1999181 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1999311.375000 Penalty: 4930.006836
	Iteration 10Q: 3 clusters Score -1999311 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1999395.750000 Penalty: 4930.006836
	Iteration 11Q: 3 clusters Score -1999396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1999448.625000 Penalty: 4930.006836
	Iteration 12Q: 3 clusters Score -1999449 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1999492.750000 Penalty: 4930.006836
	Iteration 13Q: 3 clusters Score -1999493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1999529.375000 Penalty: 4930.006836
	Iteration 14Q: 3 clusters Score -1999529 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1999553.500000 Penalty: 4930.006836
	Iteration 15Q: 3 clusters Score -1999554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1999571.875000 Penalty: 4930.006836
	Iteration 16Q: 3 clusters Score -1999572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1999586.625000 Penalty: 4930.006836
	Iteration 17Q: 3 clusters Score -1999587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1999596.875000 Penalty: 4930.006836
	Iteration 18Q: 3 clusters Score -1999597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1999614.625000 Penalty: 4930.006836
	Iteration 19Q: 3 clusters Score -1999615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1999635.875000 Penalty: 4930.006836
	Iteration 20F: 3 clusters Score -1999636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1999640.625000 Penalty: 4930.006836
	Iteration 21Q: 3 clusters Score -1999641 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1999653.375000 Penalty: 4930.006836
	Iteration 22Q: 3 clusters Score -1999653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1999665.375000 Penalty: 4930.006836
	Iteration 23Q: 3 clusters Score -1999665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1999679.375000 Penalty: 4930.006836
	Iteration 24Q: 3 clusters Score -1999679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1999689.500000 Penalty: 4930.006836
	Iteration 25Q: 3 clusters Score -1999690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1999700.750000 Penalty: 4930.006836
	Iteration 26Q: 3 clusters Score -1999701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1999710.125000 Penalty: 4930.006836
	Iteration 27Q: 3 clusters Score -1999710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1999722.625000 Penalty: 4930.006836
	Iteration 28Q: 3 clusters Score -1999723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1999746.250000 Penalty: 4930.006836
	Iteration 29Q: 3 clusters Score -1999746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1999757.500000 Penalty: 4930.006836
	Iteration 30Q: 3 clusters Score -1999758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1999770.750000 Penalty: 4930.006836
	Iteration 31Q: 3 clusters Score -1999771 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1999780.000000 Penalty: 4930.006836
	Iteration 32Q: 3 clusters Score -1999780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1999800.000000 Penalty: 4930.006836
	Iteration 33Q: 3 clusters Score -1999800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1999817.500000 Penalty: 4930.006836
	Iteration 34Q: 3 clusters Score -1999818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1999830.750000 Penalty: 4930.006836
	Iteration 35Q: 3 clusters Score -1999831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1999841.625000 Penalty: 4930.006836
	Iteration 36Q: 3 clusters Score -1999842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1999857.875000 Penalty: 4930.006836
	Iteration 37Q: 3 clusters Score -1999858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1999874.125000 Penalty: 4930.006836
	Iteration 38Q: 3 clusters Score -1999874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1999895.125000 Penalty: 4930.006836
	Iteration 39Q: 3 clusters Score -1999895 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1999917.125000 Penalty: 4930.006836
	Iteration 40F: 3 clusters Score -1999917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1999934.000000 Penalty: 4930.006836
	Iteration 41Q: 3 clusters Score -1999934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1999974.625000 Penalty: 4930.006836
	Iteration 42Q: 3 clusters Score -1999975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2000006.250000 Penalty: 4930.006836
	Iteration 43Q: 3 clusters Score -2000006 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2000030.875000 Penalty: 4930.006836
	Iteration 44Q: 3 clusters Score -2000031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2000060.000000 Penalty: 4930.006836
	Iteration 45Q: 3 clusters Score -2000060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2000071.375000 Penalty: 4930.006836
	Iteration 46Q: 3 clusters Score -2000071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2000085.000000 Penalty: 4930.006836
	Iteration 47Q: 3 clusters Score -2000085 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2000096.750000 Penalty: 4930.006836
	Iteration 48Q: 3 clusters Score -2000097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2000106.375000 Penalty: 4930.006836
	Iteration 49Q: 3 clusters Score -2000106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2000120.625000 Penalty: 4930.006836
	Iteration 50Q: 3 clusters Score -2000121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2000134.500000 Penalty: 4930.006836
	Iteration 51Q: 3 clusters Score -2000134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2000147.250000 Penalty: 4930.006836
	Iteration 52Q: 3 clusters Score -2000147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2000156.375000 Penalty: 4930.006836
	Iteration 53Q: 3 clusters Score -2000156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2000173.875000 Penalty: 4930.006836
	Iteration 54Q: 3 clusters Score -2000174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2000195.375000 Penalty: 4930.006836
	Iteration 55Q: 3 clusters Score -2000195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2000216.375000 Penalty: 4930.006836
	Iteration 56Q: 3 clusters Score -2000216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2000235.625000 Penalty: 4930.006836
	Iteration 57Q: 3 clusters Score -2000236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2000257.375000 Penalty: 4930.006836
	Iteration 58Q: 3 clusters Score -2000257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2000269.250000 Penalty: 4930.006836
	Iteration 59Q: 3 clusters Score -2000269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2000286.500000 Penalty: 4930.006836
	Iteration 60F: 3 clusters Score -2000286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2000312.375000 Penalty: 4930.006836
	Iteration 61Q: 3 clusters Score -2000312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2000329.625000 Penalty: 4930.006836
	Iteration 62Q: 3 clusters Score -2000330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2000352.750000 Penalty: 4930.006836
	Iteration 63Q: 3 clusters Score -2000353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2000376.875000 Penalty: 4930.006836
	Iteration 64Q: 3 clusters Score -2000377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2000394.500000 Penalty: 4930.006836
	Iteration 65Q: 3 clusters Score -2000394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2000412.625000 Penalty: 4930.006836
	Iteration 66Q: 3 clusters Score -2000413 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2000429.875000 Penalty: 4930.006836
	Iteration 67Q: 3 clusters Score -2000430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2000444.375000 Penalty: 4930.006836
	Iteration 68Q: 3 clusters Score -2000444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2000453.625000 Penalty: 4930.006836
	Iteration 69Q: 3 clusters Score -2000454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2000471.375000 Penalty: 4930.006836
	Iteration 70Q: 3 clusters Score -2000471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2000496.875000 Penalty: 4930.006836
	Iteration 71Q: 3 clusters Score -2000497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2000515.500000 Penalty: 4930.006836
	Iteration 72Q: 3 clusters Score -2000516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2000528.375000 Penalty: 4930.006836
	Iteration 73Q: 3 clusters Score -2000528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2000535.125000 Penalty: 4930.006836
	Iteration 74Q: 3 clusters Score -2000535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2000551.875000 Penalty: 4930.006836
	Iteration 75Q: 3 clusters Score -2000552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2000554.625000 Penalty: 4930.006836
	Iteration 76Q: 3 clusters Score -2000555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2000565.000000 Penalty: 4930.006836
	Iteration 77Q: 3 clusters Score -2000565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2000572.500000 Penalty: 4930.006836
	Iteration 78Q: 3 clusters Score -2000572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2000575.750000 Penalty: 4930.006836
	Iteration 79Q: 3 clusters Score -2000576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2000583.250000 Penalty: 4930.006836
	Iteration 80F: 3 clusters Score -2000583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2000579.500000 Penalty: 4930.006836
	Iteration 81Q: 3 clusters Score -2000580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2000590.000000 Penalty: 4930.006836
	Iteration 82Q: 3 clusters Score -2000590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2000599.125000 Penalty: 4930.006836
	Iteration 83Q: 3 clusters Score -2000599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2000599.625000 Penalty: 4930.006836
	Iteration 84Q: 3 clusters Score -2000600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2000603.625000 Penalty: 4930.006836
	Iteration 85Q: 3 clusters Score -2000604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2000599.750000 Penalty: 4930.006836
	Iteration 86Q: 3 clusters Score -2000600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2000606.375000 Penalty: 4930.006836
	Iteration 87Q: 3 clusters Score -2000606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2000607.750000 Penalty: 4930.006836
	Iteration 88Q: 3 clusters Score -2000608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2000606.750000 Penalty: 4930.006836
	Iteration 89Q: 3 clusters Score -2000607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2000607.500000 Penalty: 4930.006836
	Iteration 90Q: 3 clusters Score -2000608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2000611.250000 Penalty: 4930.006836
	Iteration 91Q: 3 clusters Score -2000611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2000615.000000 Penalty: 4930.006836
	Iteration 92Q: 3 clusters Score -2000615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2000620.125000 Penalty: 4930.006836
	Iteration 93Q: 3 clusters Score -2000620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2000632.625000 Penalty: 4930.006836
	Iteration 94Q: 3 clusters Score -2000633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2000630.750000 Penalty: 4930.006836
	Iteration 95Q: 3 clusters Score -2000631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2000636.000000 Penalty: 4930.006836
	Iteration 96Q: 3 clusters Score -2000636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2000634.375000 Penalty: 4930.006836
	Iteration 97Q: 3 clusters Score -2000634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2000631.125000 Penalty: 4930.006836
	Iteration 98Q: 3 clusters Score -2000631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2000634.375000 Penalty: 4930.006836
	Iteration 99Q: 3 clusters Score -2000634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2000638.750000 Penalty: 4930.006836
	Iteration 100F: 3 clusters Score -2000639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2000635.125000 Penalty: 4930.006836
	Iteration 101Q: 3 clusters Score -2000635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2000641.000000 Penalty: 4930.006836
	Iteration 102Q: 3 clusters Score -2000641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2000644.250000 Penalty: 4930.006836
	Iteration 103Q: 3 clusters Score -2000644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2000643.875000 Penalty: 4930.006836
	Iteration 104Q: 3 clusters Score -2000644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2000646.375000 Penalty: 4930.006836
	Iteration 105Q: 3 clusters Score -2000646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2000651.125000 Penalty: 4930.006836
	Iteration 106Q: 3 clusters Score -2000651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2000656.500000 Penalty: 4930.006836
	Iteration 107Q: 3 clusters Score -2000656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2000658.750000 Penalty: 4930.006836
	Iteration 108Q: 3 clusters Score -2000659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2000658.250000 Penalty: 4930.006836
	Iteration 109Q: 3 clusters Score -2000658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2000656.750000 Penalty: 4930.006836
	Iteration 110Q: 3 clusters Score -2000657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2000665.750000 Penalty: 4930.006836
	Iteration 111Q: 3 clusters Score -2000666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2000667.625000 Penalty: 4930.006836
	Iteration 112Q: 3 clusters Score -2000668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2000673.000000 Penalty: 4930.006836
	Iteration 113Q: 3 clusters Score -2000673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2000674.125000 Penalty: 4930.006836
	Iteration 114Q: 3 clusters Score -2000674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2000672.500000 Penalty: 4930.006836
	Iteration 115Q: 3 clusters Score -2000672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2000671.625000 Penalty: 4930.006836
	Iteration 116Q: 3 clusters Score -2000672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2000678.500000 Penalty: 4930.006836
	Iteration 117Q: 3 clusters Score -2000678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2000677.750000 Penalty: 4930.006836
	Iteration 118Q: 3 clusters Score -2000678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2000676.750000 Penalty: 4930.006836
	Iteration 119Q: 3 clusters Score -2000677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2000674.625000 Penalty: 4930.006836
	Iteration 120F: 3 clusters Score -2000675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2000677.750000 Penalty: 4930.006836
	Iteration 121Q: 3 clusters Score -2000678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2000678.750000 Penalty: 4930.006836
	Iteration 122Q: 3 clusters Score -2000679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2000684.125000 Penalty: 4930.006836
	Iteration 123Q: 3 clusters Score -2000684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2000683.750000 Penalty: 4930.006836
	Iteration 124Q: 3 clusters Score -2000684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2000684.000000 Penalty: 4930.006836
	Iteration 125Q: 3 clusters Score -2000684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2000683.000000 Penalty: 4930.006836
	Iteration 126Q: 3 clusters Score -2000683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2000680.500000 Penalty: 4930.006836
	Iteration 127Q: 3 clusters Score -2000680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2000682.250000 Penalty: 4930.006836
	Iteration 128Q: 3 clusters Score -2000682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2000682.250000 Penalty: 4930.006836
	Iteration 129F: 3 clusters Score -2000682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Entering Unmasked Estep 
Score: -1927178.250000 Penalty: 2463.924561
	Iteration 0F: 2 clusters Score -1927178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1912686.875000 Penalty: 4927.849121
	Iteration 0F: 3 clusters Score -1912687 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1917550.875000 Penalty: 4927.849121
	Iteration 1F: 3 clusters Score -1917551 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1918153.375000 Penalty: 4927.849121
	Iteration 2F: 3 clusters Score -1918153 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1918839.375000 Penalty: 4927.849121
	Iteration 3F: 3 clusters Score -1918839 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1919554.875000 Penalty: 4927.849121
	Iteration 4F: 3 clusters Score -1919555 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1920224.875000 Penalty: 4927.849121
	Iteration 5F: 3 clusters Score -1920225 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1920759.750000 Penalty: 4927.849121
	Iteration 6F: 3 clusters Score -1920760 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1921254.500000 Penalty: 4927.849121
	Iteration 7Q: 3 clusters Score -1921254 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1921676.625000 Penalty: 4927.849121
	Iteration 8Q: 3 clusters Score -1921677 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1922058.125000 Penalty: 4927.849121
	Iteration 9Q: 3 clusters Score -1922058 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1922365.000000 Penalty: 4927.849121
	Iteration 10Q: 3 clusters Score -1922365 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1922615.750000 Penalty: 4927.849121
	Iteration 11Q: 3 clusters Score -1922616 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1922840.000000 Penalty: 4927.849121
	Iteration 12Q: 3 clusters Score -1922840 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1923007.375000 Penalty: 4927.849121
	Iteration 13Q: 3 clusters Score -1923007 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1923144.000000 Penalty: 4927.849121
	Iteration 14Q: 3 clusters Score -1923144 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1923268.625000 Penalty: 4927.849121
	Iteration 15Q: 3 clusters Score -1923269 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1923381.125000 Penalty: 4927.849121
	Iteration 16Q: 3 clusters Score -1923381 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1923492.500000 Penalty: 4927.849121
	Iteration 17Q: 3 clusters Score -1923492 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1923597.000000 Penalty: 4927.849121
	Iteration 18Q: 3 clusters Score -1923597 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1923726.375000 Penalty: 4927.849121
	Iteration 19Q: 3 clusters Score -1923726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1923840.750000 Penalty: 4927.849121
	Iteration 20F: 3 clusters Score -1923841 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1923961.625000 Penalty: 4927.849121
	Iteration 21Q: 3 clusters Score -1923962 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1924059.375000 Penalty: 4927.849121
	Iteration 22Q: 3 clusters Score -1924059 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1924140.625000 Penalty: 4927.849121
	Iteration 23Q: 3 clusters Score -1924141 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1924215.875000 Penalty: 4927.849121
	Iteration 24Q: 3 clusters Score -1924216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1924286.750000 Penalty: 4927.849121
	Iteration 25Q: 3 clusters Score -1924287 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1924356.875000 Penalty: 4927.849121
	Iteration 26Q: 3 clusters Score -1924357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1924405.125000 Penalty: 4927.849121
	Iteration 27Q: 3 clusters Score -1924405 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1924464.250000 Penalty: 4927.849121
	Iteration 28Q: 3 clusters Score -1924464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1924510.625000 Penalty: 4927.849121
	Iteration 29Q: 3 clusters Score -1924511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1924557.250000 Penalty: 4927.849121
	Iteration 30Q: 3 clusters Score -1924557 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1924591.750000 Penalty: 4927.849121
	Iteration 31Q: 3 clusters Score -1924592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1924624.125000 Penalty: 4927.849121
	Iteration 32Q: 3 clusters Score -1924624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1924655.000000 Penalty: 4927.849121
	Iteration 33Q: 3 clusters Score -1924655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1924674.625000 Penalty: 4927.849121
	Iteration 34Q: 3 clusters Score -1924675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1924704.125000 Penalty: 4927.849121
	Iteration 35Q: 3 clusters Score -1924704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1924725.375000 Penalty: 4927.849121
	Iteration 36Q: 3 clusters Score -1924725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1924741.125000 Penalty: 4927.849121
	Iteration 37Q: 3 clusters Score -1924741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1924758.375000 Penalty: 4927.849121
	Iteration 38Q: 3 clusters Score -1924758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1924782.750000 Penalty: 4927.849121
	Iteration 39Q: 3 clusters Score -1924783 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1924807.625000 Penalty: 4927.849121
	Iteration 40F: 3 clusters Score -1924808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1924828.750000 Penalty: 4927.849121
	Iteration 41Q: 3 clusters Score -1924829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1924864.500000 Penalty: 4927.849121
	Iteration 42Q: 3 clusters Score -1924864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1924886.000000 Penalty: 4927.849121
	Iteration 43Q: 3 clusters Score -1924886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1924907.625000 Penalty: 4927.849121
	Iteration 44Q: 3 clusters Score -1924908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -1924930.500000 Penalty: 4927.849121
	Iteration 45Q: 3 clusters Score -1924930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1924955.375000 Penalty: 4927.849121
	Iteration 46Q: 3 clusters Score -1924955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1924960.750000 Penalty: 4927.849121
	Iteration 47Q: 3 clusters Score -1924961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1924978.625000 Penalty: 4927.849121
	Iteration 48Q: 3 clusters Score -1924979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1924992.375000 Penalty: 4927.849121
	Iteration 49Q: 3 clusters Score -1924992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1925017.375000 Penalty: 4927.849121
	Iteration 50Q: 3 clusters Score -1925017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1925029.000000 Penalty: 4927.849121
	Iteration 51Q: 3 clusters Score -1925029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1925048.375000 Penalty: 4927.849121
	Iteration 52Q: 3 clusters Score -1925048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1925063.625000 Penalty: 4927.849121
	Iteration 53Q: 3 clusters Score -1925064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1925079.250000 Penalty: 4927.849121
	Iteration 54Q: 3 clusters Score -1925079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1925081.625000 Penalty: 4927.849121
	Iteration 55Q: 3 clusters Score -1925082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1925084.500000 Penalty: 4927.849121
	Iteration 56Q: 3 clusters Score -1925084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1925089.500000 Penalty: 4927.849121
	Iteration 57Q: 3 clusters Score -1925090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1925098.250000 Penalty: 4927.849121
	Iteration 58Q: 3 clusters Score -1925098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1925101.875000 Penalty: 4927.849121
	Iteration 59Q: 3 clusters Score -1925102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1925114.000000 Penalty: 4927.849121
	Iteration 60F: 3 clusters Score -1925114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -1925122.875000 Penalty: 4927.849121
	Iteration 61Q: 3 clusters Score -1925123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1925128.000000 Penalty: 4927.849121
	Iteration 62Q: 3 clusters Score -1925128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1925135.375000 Penalty: 4927.849121
	Iteration 63Q: 3 clusters Score -1925135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1925139.250000 Penalty: 4927.849121
	Iteration 64Q: 3 clusters Score -1925139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1925142.250000 Penalty: 4927.849121
	Iteration 65Q: 3 clusters Score -1925142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1925145.375000 Penalty: 4927.849121
	Iteration 66Q: 3 clusters Score -1925145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1925148.250000 Penalty: 4927.849121
	Iteration 67Q: 3 clusters Score -1925148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1925148.125000 Penalty: 4927.849121
	Iteration 68Q: 3 clusters Score -1925148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1925149.500000 Penalty: 4927.849121
	Iteration 69Q: 3 clusters Score -1925150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1925148.500000 Penalty: 4927.849121
	Iteration 70Q: 3 clusters Score -1925148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1925148.500000 Penalty: 4927.849121
	Iteration 71F: 3 clusters Score -1925148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Entering Unmasked Estep 
Score: -969019.250000 Penalty: 2274.350342
	Iteration 0F: 2 clusters Score -969019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -961592.187500 Penalty: 4548.700684
	Iteration 0F: 3 clusters Score -961592.2 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -963648.500000 Penalty: 4548.700684
	Iteration 1F: 3 clusters Score -963648.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -963908.250000 Penalty: 4548.700684
	Iteration 2F: 3 clusters Score -963908.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -964082.875000 Penalty: 4548.700684
	Iteration 3Q: 3 clusters Score -964082.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -964201.687500 Penalty: 4548.700684
	Iteration 4Q: 3 clusters Score -964201.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -964288.750000 Penalty: 4548.700684
	Iteration 5Q: 3 clusters Score -964288.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -964372.500000 Penalty: 4548.700684
	Iteration 6Q: 3 clusters Score -964372.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -964447.687500 Penalty: 4548.700684
	Iteration 7Q: 3 clusters Score -964447.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -964510.812500 Penalty: 4548.700684
	Iteration 8Q: 3 clusters Score -964510.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -964564.937500 Penalty: 4548.700684
	Iteration 9Q: 3 clusters Score -964564.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -964615.625000 Penalty: 4548.700684
	Iteration 10Q: 3 clusters Score -964615.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -964661.000000 Penalty: 4548.700684
	Iteration 11Q: 3 clusters Score -964661 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -964701.937500 Penalty: 4548.700684
	Iteration 12Q: 3 clusters Score -964701.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -964741.375000 Penalty: 4548.700684
	Iteration 13Q: 3 clusters Score -964741.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -964790.062500 Penalty: 4548.700684
	Iteration 14Q: 3 clusters Score -964790.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -964839.875000 Penalty: 4548.700684
	Iteration 15Q: 3 clusters Score -964839.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -964878.937500 Penalty: 4548.700684
	Iteration 16Q: 3 clusters Score -964878.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -964909.125000 Penalty: 4548.700684
	Iteration 17Q: 3 clusters Score -964909.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -964939.312500 Penalty: 4548.700684
	Iteration 18Q: 3 clusters Score -964939.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -964967.250000 Penalty: 4548.700684
	Iteration 19Q: 3 clusters Score -964967.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -964995.000000 Penalty: 4548.700684
	Iteration 20F: 3 clusters Score -964995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -965027.125000 Penalty: 4548.700684
	Iteration 21Q: 3 clusters Score -965027.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -965070.437500 Penalty: 4548.700684
	Iteration 22Q: 3 clusters Score -965070.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -965113.687500 Penalty: 4548.700684
	Iteration 23Q: 3 clusters Score -965113.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -965161.250000 Penalty: 4548.700684
	Iteration 24Q: 3 clusters Score -965161.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -965206.375000 Penalty: 4548.700684
	Iteration 25Q: 3 clusters Score -965206.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -965267.187500 Penalty: 4548.700684
	Iteration 26Q: 3 clusters Score -965267.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -965320.625000 Penalty: 4548.700684
	Iteration 27Q: 3 clusters Score -965320.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -965366.937500 Penalty: 4548.700684
	Iteration 28Q: 3 clusters Score -965366.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -965423.937500 Penalty: 4548.700684
	Iteration 29Q: 3 clusters Score -965423.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -965485.187500 Penalty: 4548.700684
	Iteration 30Q: 3 clusters Score -965485.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -965546.062500 Penalty: 4548.700684
	Iteration 31Q: 3 clusters Score -965546.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -965612.125000 Penalty: 4548.700684
	Iteration 32Q: 3 clusters Score -965612.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -965688.125000 Penalty: 4548.700684
	Iteration 33Q: 3 clusters Score -965688.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -965756.500000 Penalty: 4548.700684
	Iteration 34Q: 3 clusters Score -965756.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -965819.312500 Penalty: 4548.700684
	Iteration 35Q: 3 clusters Score -965819.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -965899.000000 Penalty: 4548.700684
	Iteration 36Q: 3 clusters Score -965899 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -965971.562500 Penalty: 4548.700684
	Iteration 37Q: 3 clusters Score -965971.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -966036.812500 Penalty: 4548.700684
	Iteration 38Q: 3 clusters Score -966036.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -966098.937500 Penalty: 4548.700684
	Iteration 39Q: 3 clusters Score -966098.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -966166.187500 Penalty: 4548.700684
	Iteration 40F: 3 clusters Score -966166.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -966221.062500 Penalty: 4548.700684
	Iteration 41Q: 3 clusters Score -966221.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -966268.687500 Penalty: 4548.700684
	Iteration 42Q: 3 clusters Score -966268.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -966310.375000 Penalty: 4548.700684
	Iteration 43Q: 3 clusters Score -966310.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -966340.750000 Penalty: 4548.700684
	Iteration 44Q: 3 clusters Score -966340.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -966361.812500 Penalty: 4548.700684
	Iteration 45Q: 3 clusters Score -966361.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -966384.125000 Penalty: 4548.700684
	Iteration 46Q: 3 clusters Score -966384.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -966399.875000 Penalty: 4548.700684
	Iteration 47Q: 3 clusters Score -966399.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -966413.250000 Penalty: 4548.700684
	Iteration 48Q: 3 clusters Score -966413.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -966424.750000 Penalty: 4548.700684
	Iteration 49Q: 3 clusters Score -966424.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -966433.625000 Penalty: 4548.700684
	Iteration 50Q: 3 clusters Score -966433.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -966444.312500 Penalty: 4548.700684
	Iteration 51Q: 3 clusters Score -966444.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -966451.062500 Penalty: 4548.700684
	Iteration 52Q: 3 clusters Score -966451.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -966457.875000 Penalty: 4548.700684
	Iteration 53Q: 3 clusters Score -966457.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -966463.000000 Penalty: 4548.700684
	Iteration 54Q: 3 clusters Score -966463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -966469.687500 Penalty: 4548.700684
	Iteration 55Q: 3 clusters Score -966469.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -966477.312500 Penalty: 4548.700684
	Iteration 56Q: 3 clusters Score -966477.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -966482.812500 Penalty: 4548.700684
	Iteration 57Q: 3 clusters Score -966482.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -966486.625000 Penalty: 4548.700684
	Iteration 58Q: 3 clusters Score -966486.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -966494.437500 Penalty: 4548.700684
	Iteration 59Q: 3 clusters Score -966494.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -966498.125000 Penalty: 4548.700684
	Iteration 60F: 3 clusters Score -966498.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -966500.250000 Penalty: 4548.700684
	Iteration 61Q: 3 clusters Score -966500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -966501.562500 Penalty: 4548.700684
	Iteration 62Q: 3 clusters Score -966501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -966505.750000 Penalty: 4548.700684
	Iteration 63Q: 3 clusters Score -966505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -966507.125000 Penalty: 4548.700684
	Iteration 64Q: 3 clusters Score -966507.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -966510.062500 Penalty: 4548.700684
	Iteration 65Q: 3 clusters Score -966510.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -966516.375000 Penalty: 4548.700684
	Iteration 66Q: 3 clusters Score -966516.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -966525.437500 Penalty: 4548.700684
	Iteration 67Q: 3 clusters Score -966525.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -966530.562500 Penalty: 4548.700684
	Iteration 68Q: 3 clusters Score -966530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -966538.000000 Penalty: 4548.700684
	Iteration 69Q: 3 clusters Score -966538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -966544.437500 Penalty: 4548.700684
	Iteration 70Q: 3 clusters Score -966544.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -966549.687500 Penalty: 4548.700684
	Iteration 71Q: 3 clusters Score -966549.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -966555.937500 Penalty: 4548.700684
	Iteration 72Q: 3 clusters Score -966555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -966559.187500 Penalty: 4548.700684
	Iteration 73Q: 3 clusters Score -966559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -966563.562500 Penalty: 4548.700684
	Iteration 74Q: 3 clusters Score -966563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -966566.562500 Penalty: 4548.700684
	Iteration 75Q: 3 clusters Score -966566.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -966571.500000 Penalty: 4548.700684
	Iteration 76Q: 3 clusters Score -966571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -966573.687500 Penalty: 4548.700684
	Iteration 77Q: 3 clusters Score -966573.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -966577.125000 Penalty: 4548.700684
	Iteration 78Q: 3 clusters Score -966577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -966580.937500 Penalty: 4548.700684
	Iteration 79Q: 3 clusters Score -966580.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -966581.062500 Penalty: 4548.700684
	Iteration 80F: 3 clusters Score -966581.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -966586.562500 Penalty: 4548.700684
	Iteration 81Q: 3 clusters Score -966586.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -966590.375000 Penalty: 4548.700684
	Iteration 82Q: 3 clusters Score -966590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -966590.875000 Penalty: 4548.700684
	Iteration 83Q: 3 clusters Score -966590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -966593.375000 Penalty: 4548.700684
	Iteration 84Q: 3 clusters Score -966593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -966597.562500 Penalty: 4548.700684
	Iteration 85Q: 3 clusters Score -966597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -966603.500000 Penalty: 4548.700684
	Iteration 86Q: 3 clusters Score -966603.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -966610.500000 Penalty: 4548.700684
	Iteration 87Q: 3 clusters Score -966610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -966618.437500 Penalty: 4548.700684
	Iteration 88Q: 3 clusters Score -966618.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -966626.375000 Penalty: 4548.700684
	Iteration 89Q: 3 clusters Score -966626.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -966635.812500 Penalty: 4548.700684
	Iteration 90Q: 3 clusters Score -966635.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -966645.812500 Penalty: 4548.700684
	Iteration 91Q: 3 clusters Score -966645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -966653.562500 Penalty: 4548.700684
	Iteration 92Q: 3 clusters Score -966653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -966660.687500 Penalty: 4548.700684
	Iteration 93Q: 3 clusters Score -966660.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -966668.750000 Penalty: 4548.700684
	Iteration 94Q: 3 clusters Score -966668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -966672.750000 Penalty: 4548.700684
	Iteration 95Q: 3 clusters Score -966672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -966677.687500 Penalty: 4548.700684
	Iteration 96Q: 3 clusters Score -966677.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -966678.687500 Penalty: 4548.700684
	Iteration 97Q: 3 clusters Score -966678.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -966685.312500 Penalty: 4548.700684
	Iteration 98Q: 3 clusters Score -966685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -966688.500000 Penalty: 4548.700684
	Iteration 99Q: 3 clusters Score -966688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -966690.125000 Penalty: 4548.700684
	Iteration 100F: 3 clusters Score -966690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -966692.500000 Penalty: 4548.700684
	Iteration 101Q: 3 clusters Score -966692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -966693.375000 Penalty: 4548.700684
	Iteration 102Q: 3 clusters Score -966693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -966695.187500 Penalty: 4548.700684
	Iteration 103Q: 3 clusters Score -966695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -966694.375000 Penalty: 4548.700684
	Iteration 104Q: 3 clusters Score -966694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -966695.312500 Penalty: 4548.700684
	Iteration 105Q: 3 clusters Score -966695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -966696.062500 Penalty: 4548.700684
	Iteration 106Q: 3 clusters Score -966696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -966698.062500 Penalty: 4548.700684
	Iteration 107Q: 3 clusters Score -966698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -966695.062500 Penalty: 4548.700684
	Iteration 108Q: 3 clusters Score -966695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -966695.375000 Penalty: 4548.700684
	Iteration 109Q: 3 clusters Score -966695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -966697.562500 Penalty: 4548.700684
	Iteration 110Q: 3 clusters Score -966697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -966695.687500 Penalty: 4548.700684
	Iteration 111Q: 3 clusters Score -966695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -966701.625000 Penalty: 4548.700684
	Iteration 112Q: 3 clusters Score -966701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -966700.437500 Penalty: 4548.700684
	Iteration 113Q: 3 clusters Score -966700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -966701.250000 Penalty: 4548.700684
	Iteration 114Q: 3 clusters Score -966701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -966700.375000 Penalty: 4548.700684
	Iteration 115Q: 3 clusters Score -966700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -966700.375000 Penalty: 4548.700684
	Iteration 116F: 3 clusters Score -966700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -189585.093750 Penalty: 1885.147705
	Iteration 0F: 2 clusters Score -189585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -186978.687500 Penalty: 3770.295410
	Iteration 0F: 3 clusters Score -186978.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187422.203125 Penalty: 3770.295410
	Iteration 1F: 3 clusters Score -187422.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -187542.703125 Penalty: 3770.295410
	Iteration 2F: 3 clusters Score -187542.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -187593.843750 Penalty: 3770.295410
	Iteration 3Q: 3 clusters Score -187593.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187615.437500 Penalty: 3770.295410
	Iteration 4Q: 3 clusters Score -187615.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -187629.656250 Penalty: 3770.295410
	Iteration 5Q: 3 clusters Score -187629.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -187646.093750 Penalty: 3770.295410
	Iteration 6Q: 3 clusters Score -187646.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187658.359375 Penalty: 3770.295410
	Iteration 7Q: 3 clusters Score -187658.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187667.968750 Penalty: 3770.295410
	Iteration 8Q: 3 clusters Score -187668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -187681.828125 Penalty: 3770.295410
	Iteration 9Q: 3 clusters Score -187681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -187688.437500 Penalty: 3770.295410
	Iteration 10Q: 3 clusters Score -187688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -187690.937500 Penalty: 3770.295410
	Iteration 11Q: 3 clusters Score -187690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -187693.250000 Penalty: 3770.295410
	Iteration 12Q: 3 clusters Score -187693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187694.984375 Penalty: 3770.295410
	Iteration 13Q: 3 clusters Score -187695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187697.000000 Penalty: 3770.295410
	Iteration 14Q: 3 clusters Score -187697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187697.437500 Penalty: 3770.295410
	Iteration 15Q: 3 clusters Score -187697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187698.078125 Penalty: 3770.295410
	Iteration 16Q: 3 clusters Score -187698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187698.531250 Penalty: 3770.295410
	Iteration 17Q: 3 clusters Score -187698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187699.546875 Penalty: 3770.295410
	Iteration 18Q: 3 clusters Score -187699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187699.546875 Penalty: 3770.295410
	Iteration 19F: 3 clusters Score -187699.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -1061943.375000 Penalty: 2295.957031
	Iteration 0F: 2 clusters Score -1061943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1053935.500000 Penalty: 4591.914062
	Iteration 0F: 3 clusters Score -1053936 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1056203.625000 Penalty: 4591.914062
	Iteration 1F: 3 clusters Score -1056204 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1056517.750000 Penalty: 4591.914062
	Iteration 2F: 3 clusters Score -1056518 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1056751.875000 Penalty: 4591.914062
	Iteration 3Q: 3 clusters Score -1056752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1056945.500000 Penalty: 4591.914062
	Iteration 4Q: 3 clusters Score -1056946 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1057097.500000 Penalty: 4591.914062
	Iteration 5Q: 3 clusters Score -1057098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1057241.750000 Penalty: 4591.914062
	Iteration 6Q: 3 clusters Score -1057242 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1057387.000000 Penalty: 4591.914062
	Iteration 7Q: 3 clusters Score -1057387 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1057514.750000 Penalty: 4591.914062
	Iteration 8Q: 3 clusters Score -1057515 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1057644.875000 Penalty: 4591.914062
	Iteration 9Q: 3 clusters Score -1057645 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1057784.000000 Penalty: 4591.914062
	Iteration 10Q: 3 clusters Score -1057784 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1057934.375000 Penalty: 4591.914062
	Iteration 11Q: 3 clusters Score -1057934 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1058111.625000 Penalty: 4591.914062
	Iteration 12Q: 3 clusters Score -1058112 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1058300.750000 Penalty: 4591.914062
	Iteration 13Q: 3 clusters Score -1058301 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1058486.750000 Penalty: 4591.914062
	Iteration 14Q: 3 clusters Score -1058487 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1058681.125000 Penalty: 4591.914062
	Iteration 15Q: 3 clusters Score -1058681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1058904.250000 Penalty: 4591.914062
	Iteration 16Q: 3 clusters Score -1058904 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1059111.750000 Penalty: 4591.914062
	Iteration 17Q: 3 clusters Score -1059112 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1059288.000000 Penalty: 4591.914062
	Iteration 18Q: 3 clusters Score -1059288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1059444.875000 Penalty: 4591.914062
	Iteration 19Q: 3 clusters Score -1059445 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1059556.250000 Penalty: 4591.914062
	Iteration 20F: 3 clusters Score -1059556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1059639.500000 Penalty: 4591.914062
	Iteration 21Q: 3 clusters Score -1059640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1059711.375000 Penalty: 4591.914062
	Iteration 22Q: 3 clusters Score -1059711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1059761.875000 Penalty: 4591.914062
	Iteration 23Q: 3 clusters Score -1059762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1059794.750000 Penalty: 4591.914062
	Iteration 24Q: 3 clusters Score -1059795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1059810.875000 Penalty: 4591.914062
	Iteration 25Q: 3 clusters Score -1059811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1059822.375000 Penalty: 4591.914062
	Iteration 26Q: 3 clusters Score -1059822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1059832.750000 Penalty: 4591.914062
	Iteration 27Q: 3 clusters Score -1059833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1059837.625000 Penalty: 4591.914062
	Iteration 28Q: 3 clusters Score -1059838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1059841.500000 Penalty: 4591.914062
	Iteration 29Q: 3 clusters Score -1059842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1059848.875000 Penalty: 4591.914062
	Iteration 30Q: 3 clusters Score -1059849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1059861.875000 Penalty: 4591.914062
	Iteration 31Q: 3 clusters Score -1059862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1059870.625000 Penalty: 4591.914062
	Iteration 32Q: 3 clusters Score -1059871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1059873.375000 Penalty: 4591.914062
	Iteration 33Q: 3 clusters Score -1059873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1059876.375000 Penalty: 4591.914062
	Iteration 34Q: 3 clusters Score -1059876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1059878.500000 Penalty: 4591.914062
	Iteration 35Q: 3 clusters Score -1059878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1059882.125000 Penalty: 4591.914062
	Iteration 36Q: 3 clusters Score -1059882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1059881.375000 Penalty: 4591.914062
	Iteration 37Q: 3 clusters Score -1059881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1059883.125000 Penalty: 4591.914062
	Iteration 38Q: 3 clusters Score -1059883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1059888.000000 Penalty: 4591.914062
	Iteration 39Q: 3 clusters Score -1059888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1059890.375000 Penalty: 4591.914062
	Iteration 40F: 3 clusters Score -1059890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Entering Unmasked Estep 
Score: -3144418.000000 Penalty: 2577.187256
	Iteration 0F: 2 clusters Score -3144418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3122034.750000 Penalty: 5154.374512
	Iteration 0F: 3 clusters Score -3122035 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3130149.750000 Penalty: 5154.374512
	Iteration 1F: 3 clusters Score -3130150 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3130545.750000 Penalty: 5154.374512
	Iteration 2Q: 3 clusters Score -3130546 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3130917.750000 Penalty: 5154.374512
	Iteration 3Q: 3 clusters Score -3130918 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3131224.250000 Penalty: 5154.374512
	Iteration 4Q: 3 clusters Score -3131224 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3131527.750000 Penalty: 5154.374512
	Iteration 5Q: 3 clusters Score -3131528 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3131851.500000 Penalty: 5154.374512
	Iteration 6Q: 3 clusters Score -3131852 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3132254.250000 Penalty: 5154.374512
	Iteration 7Q: 3 clusters Score -3132254 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3132723.500000 Penalty: 5154.374512
	Iteration 8Q: 3 clusters Score -3132724 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3133370.250000 Penalty: 5154.374512
	Iteration 9Q: 3 clusters Score -3133370 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3134311.000000 Penalty: 5154.374512
	Iteration 10Q: 3 clusters Score -3134311 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3135478.250000 Penalty: 5154.374512
	Iteration 11F: 3 clusters Score -3135478 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3136829.500000 Penalty: 5154.374512
	Iteration 12F: 3 clusters Score -3136830 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3138215.500000 Penalty: 5154.374512
	Iteration 13F: 3 clusters Score -3138216 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3139462.750000 Penalty: 5154.374512
	Iteration 14Q: 3 clusters Score -3139463 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3140367.500000 Penalty: 5154.374512
	Iteration 15Q: 3 clusters Score -3140368 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3141021.000000 Penalty: 5154.374512
	Iteration 16Q: 3 clusters Score -3141021 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3141459.000000 Penalty: 5154.374512
	Iteration 17Q: 3 clusters Score -3141459 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3141717.500000 Penalty: 5154.374512
	Iteration 18Q: 3 clusters Score -3141718 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3141898.500000 Penalty: 5154.374512
	Iteration 19Q: 3 clusters Score -3141898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3142029.250000 Penalty: 5154.374512
	Iteration 20F: 3 clusters Score -3142029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -3142110.000000 Penalty: 5154.374512
	Iteration 21Q: 3 clusters Score -3142110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3142189.000000 Penalty: 5154.374512
	Iteration 22Q: 3 clusters Score -3142189 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3142255.000000 Penalty: 5154.374512
	Iteration 23Q: 3 clusters Score -3142255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3142285.500000 Penalty: 5154.374512
	Iteration 24Q: 3 clusters Score -3142286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3142309.250000 Penalty: 5154.374512
	Iteration 25Q: 3 clusters Score -3142309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3142319.750000 Penalty: 5154.374512
	Iteration 26Q: 3 clusters Score -3142320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3142344.500000 Penalty: 5154.374512
	Iteration 27Q: 3 clusters Score -3142344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3142350.500000 Penalty: 5154.374512
	Iteration 28Q: 3 clusters Score -3142350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -3142357.250000 Penalty: 5154.374512
	Iteration 29Q: 3 clusters Score -3142357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3142362.750000 Penalty: 5154.374512
	Iteration 30Q: 3 clusters Score -3142363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3142367.250000 Penalty: 5154.374512
	Iteration 31Q: 3 clusters Score -3142367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3142365.000000 Penalty: 5154.374512
	Iteration 32Q: 3 clusters Score -3142365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3142368.000000 Penalty: 5154.374512
	Iteration 33Q: 3 clusters Score -3142368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3142367.500000 Penalty: 5154.374512
	Iteration 34Q: 3 clusters Score -3142368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3142368.500000 Penalty: 5154.374512
	Iteration 35Q: 3 clusters Score -3142368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3142371.750000 Penalty: 5154.374512
	Iteration 36Q: 3 clusters Score -3142372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3142371.750000 Penalty: 5154.374512
	Iteration 37F: 3 clusters Score -3142372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -276708.875000 Penalty: 1979.808594
	Iteration 0F: 2 clusters Score -276708.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -273489.156250 Penalty: 3959.617188
	Iteration 0F: 3 clusters Score -273489.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -274139.468750 Penalty: 3959.617188
	Iteration 1F: 3 clusters Score -274139.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274289.531250 Penalty: 3959.617188
	Iteration 2F: 3 clusters Score -274289.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -274374.281250 Penalty: 3959.617188
	Iteration 3Q: 3 clusters Score -274374.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -274439.625000 Penalty: 3959.617188
	Iteration 4Q: 3 clusters Score -274439.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -274507.187500 Penalty: 3959.617188
	Iteration 5Q: 3 clusters Score -274507.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -274565.031250 Penalty: 3959.617188
	Iteration 6Q: 3 clusters Score -274565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -274622.250000 Penalty: 3959.617188
	Iteration 7Q: 3 clusters Score -274622.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -274685.375000 Penalty: 3959.617188
	Iteration 8Q: 3 clusters Score -274685.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -274739.250000 Penalty: 3959.617188
	Iteration 9Q: 3 clusters Score -274739.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -274800.906250 Penalty: 3959.617188
	Iteration 10Q: 3 clusters Score -274800.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274851.625000 Penalty: 3959.617188
	Iteration 11Q: 3 clusters Score -274851.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -274889.968750 Penalty: 3959.617188
	Iteration 12Q: 3 clusters Score -274890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274924.125000 Penalty: 3959.617188
	Iteration 13Q: 3 clusters Score -274924.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -274954.812500 Penalty: 3959.617188
	Iteration 14Q: 3 clusters Score -274954.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -274970.406250 Penalty: 3959.617188
	Iteration 15Q: 3 clusters Score -274970.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -274990.031250 Penalty: 3959.617188
	Iteration 16Q: 3 clusters Score -274990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -275003.250000 Penalty: 3959.617188
	Iteration 17Q: 3 clusters Score -275003.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -275015.468750 Penalty: 3959.617188
	Iteration 18Q: 3 clusters Score -275015.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -275029.000000 Penalty: 3959.617188
	Iteration 19Q: 3 clusters Score -275029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -275043.750000 Penalty: 3959.617188
	Iteration 20F: 3 clusters Score -275043.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275061.687500 Penalty: 3959.617188
	Iteration 21Q: 3 clusters Score -275061.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -275086.125000 Penalty: 3959.617188
	Iteration 22Q: 3 clusters Score -275086.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -275104.562500 Penalty: 3959.617188
	Iteration 23Q: 3 clusters Score -275104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -275117.906250 Penalty: 3959.617188
	Iteration 24Q: 3 clusters Score -275117.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275130.843750 Penalty: 3959.617188
	Iteration 25Q: 3 clusters Score -275130.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275144.875000 Penalty: 3959.617188
	Iteration 26Q: 3 clusters Score -275144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -275150.687500 Penalty: 3959.617188
	Iteration 27Q: 3 clusters Score -275150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275154.656250 Penalty: 3959.617188
	Iteration 28Q: 3 clusters Score -275154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -275155.843750 Penalty: 3959.617188
	Iteration 29Q: 3 clusters Score -275155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -275157.500000 Penalty: 3959.617188
	Iteration 30Q: 3 clusters Score -275157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -275158.656250 Penalty: 3959.617188
	Iteration 31Q: 3 clusters Score -275158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275160.062500 Penalty: 3959.617188
	Iteration 32Q: 3 clusters Score -275160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275162.968750 Penalty: 3959.617188
	Iteration 33Q: 3 clusters Score -275163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275165.437500 Penalty: 3959.617188
	Iteration 34Q: 3 clusters Score -275165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -275167.500000 Penalty: 3959.617188
	Iteration 35Q: 3 clusters Score -275167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275170.156250 Penalty: 3959.617188
	Iteration 36Q: 3 clusters Score -275170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -275175.312500 Penalty: 3959.617188
	Iteration 37Q: 3 clusters Score -275175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -275178.843750 Penalty: 3959.617188
	Iteration 38Q: 3 clusters Score -275178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -275180.750000 Penalty: 3959.617188
	Iteration 39Q: 3 clusters Score -275180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275182.562500 Penalty: 3959.617188
	Iteration 40F: 3 clusters Score -275182.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -275183.562500 Penalty: 3959.617188
	Iteration 41Q: 3 clusters Score -275183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -275185.125000 Penalty: 3959.617188
	Iteration 42Q: 3 clusters Score -275185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -275185.218750 Penalty: 3959.617188
	Iteration 43Q: 3 clusters Score -275185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275185.062500 Penalty: 3959.617188
	Iteration 44Q: 3 clusters Score -275185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275186.625000 Penalty: 3959.617188
	Iteration 45Q: 3 clusters Score -275186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -275188.843750 Penalty: 3959.617188
	Iteration 46Q: 3 clusters Score -275188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -275191.093750 Penalty: 3959.617188
	Iteration 47Q: 3 clusters Score -275191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -275192.187500 Penalty: 3959.617188
	Iteration 48Q: 3 clusters Score -275192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -275193.531250 Penalty: 3959.617188
	Iteration 49Q: 3 clusters Score -275193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275194.687500 Penalty: 3959.617188
	Iteration 50Q: 3 clusters Score -275194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275196.000000 Penalty: 3959.617188
	Iteration 51Q: 3 clusters Score -275196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -275197.593750 Penalty: 3959.617188
	Iteration 52Q: 3 clusters Score -275197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275199.562500 Penalty: 3959.617188
	Iteration 53Q: 3 clusters Score -275199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -275200.156250 Penalty: 3959.617188
	Iteration 54Q: 3 clusters Score -275200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -275201.625000 Penalty: 3959.617188
	Iteration 55Q: 3 clusters Score -275201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275201.843750 Penalty: 3959.617188
	Iteration 56Q: 3 clusters Score -275201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -275203.531250 Penalty: 3959.617188
	Iteration 57Q: 3 clusters Score -275203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275204.406250 Penalty: 3959.617188
	Iteration 58Q: 3 clusters Score -275204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -275204.781250 Penalty: 3959.617188
	Iteration 59Q: 3 clusters Score -275204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275205.156250 Penalty: 3959.617188
	Iteration 60F: 3 clusters Score -275205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -340011.562500 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -340011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336436.187500 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -336436.2 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -337170.468750 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -337170.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -337329.843750 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -337329.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -337409.593750 Penalty: 4055.629883
	Iteration 3Q: 3 clusters Score -337409.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -337470.250000 Penalty: 4055.629883
	Iteration 4Q: 3 clusters Score -337470.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -337523.406250 Penalty: 4055.629883
	Iteration 5Q: 3 clusters Score -337523.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -337569.468750 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -337569.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -337598.906250 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -337598.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -337626.875000 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -337626.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -337653.093750 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -337653.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -337675.531250 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -337675.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -337691.656250 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -337691.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -337708.500000 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -337708.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -337721.656250 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -337721.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -337730.406250 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -337730.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -337740.218750 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -337740.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -337753.187500 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -337753.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -337769.625000 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -337769.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -337783.062500 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -337783.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -337795.468750 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -337795.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -337809.062500 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -337809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -337816.312500 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -337816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -337824.093750 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -337824.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -337830.093750 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -337830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -337838.593750 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -337838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -337842.781250 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -337842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -337849.625000 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -337849.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -337857.718750 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -337857.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -337865.312500 Penalty: 4055.629883
	Iteration 28Q: 3 clusters Score -337865.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -337875.156250 Penalty: 4055.629883
	Iteration 29Q: 3 clusters Score -337875.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -337886.406250 Penalty: 4055.629883
	Iteration 30Q: 3 clusters Score -337886.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -337892.406250 Penalty: 4055.629883
	Iteration 31Q: 3 clusters Score -337892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -337897.562500 Penalty: 4055.629883
	Iteration 32Q: 3 clusters Score -337897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -337901.218750 Penalty: 4055.629883
	Iteration 33Q: 3 clusters Score -337901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -337903.718750 Penalty: 4055.629883
	Iteration 34Q: 3 clusters Score -337903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -337905.812500 Penalty: 4055.629883
	Iteration 35Q: 3 clusters Score -337905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -337909.812500 Penalty: 4055.629883
	Iteration 36Q: 3 clusters Score -337909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -337909.843750 Penalty: 4055.629883
	Iteration 37Q: 3 clusters Score -337909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -337910.000000 Penalty: 4055.629883
	Iteration 38Q: 3 clusters Score -337910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -337910.000000 Penalty: 4055.629883
	Iteration 39F: 3 clusters Score -337910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -283208.312500 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -283208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -279922.125000 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -279922.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -280592.343750 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -280592.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -280749.468750 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -280749.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -280844.750000 Penalty: 3982.760254
	Iteration 3Q: 3 clusters Score -280844.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -280916.281250 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -280916.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -280975.468750 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -280975.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -281039.718750 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -281039.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -281099.781250 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -281099.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -281158.843750 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -281158.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -281226.750000 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -281226.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281298.437500 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -281298.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -281377.187500 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -281377.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -281459.218750 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -281459.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281545.125000 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -281545.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -281628.718750 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -281628.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -281713.656250 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -281713.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -281775.437500 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -281775.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -281820.312500 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -281820.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -281856.968750 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -281857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -281880.468750 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -281880.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -281895.281250 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -281895.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -281913.875000 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -281913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -281929.375000 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -281929.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -281939.718750 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -281939.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -281949.781250 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -281949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281955.156250 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -281955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -281957.937500 Penalty: 3982.760254
	Iteration 26Q: 3 clusters Score -281957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -281962.125000 Penalty: 3982.760254
	Iteration 27Q: 3 clusters Score -281962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -281967.625000 Penalty: 3982.760254
	Iteration 28Q: 3 clusters Score -281967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -281971.062500 Penalty: 3982.760254
	Iteration 29Q: 3 clusters Score -281971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281973.343750 Penalty: 3982.760254
	Iteration 30Q: 3 clusters Score -281973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -281974.375000 Penalty: 3982.760254
	Iteration 31Q: 3 clusters Score -281974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -281975.593750 Penalty: 3982.760254
	Iteration 32Q: 3 clusters Score -281975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -281978.687500 Penalty: 3982.760254
	Iteration 33Q: 3 clusters Score -281978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281980.343750 Penalty: 3982.760254
	Iteration 34Q: 3 clusters Score -281980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281980.343750 Penalty: 3982.760254
	Iteration 35F: 3 clusters Score -281980.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -705389.125000 Penalty: 2208.382080
	Iteration 0F: 2 clusters Score -705389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -699413.625000 Penalty: 4416.764160
	Iteration 0F: 3 clusters Score -699413.6 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -700928.125000 Penalty: 4416.764160
	Iteration 1F: 3 clusters Score -700928.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -701194.875000 Penalty: 4416.764160
	Iteration 2F: 3 clusters Score -701194.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -701418.750000 Penalty: 4416.764160
	Iteration 3F: 3 clusters Score -701418.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -701581.750000 Penalty: 4416.764160
	Iteration 4Q: 3 clusters Score -701581.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -701720.750000 Penalty: 4416.764160
	Iteration 5Q: 3 clusters Score -701720.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -701847.812500 Penalty: 4416.764160
	Iteration 6Q: 3 clusters Score -701847.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -701975.625000 Penalty: 4416.764160
	Iteration 7Q: 3 clusters Score -701975.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -702085.125000 Penalty: 4416.764160
	Iteration 8Q: 3 clusters Score -702085.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -702169.000000 Penalty: 4416.764160
	Iteration 9Q: 3 clusters Score -702169 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -702266.375000 Penalty: 4416.764160
	Iteration 10Q: 3 clusters Score -702266.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -702359.062500 Penalty: 4416.764160
	Iteration 11Q: 3 clusters Score -702359.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -702470.187500 Penalty: 4416.764160
	Iteration 12Q: 3 clusters Score -702470.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -702622.625000 Penalty: 4416.764160
	Iteration 13Q: 3 clusters Score -702622.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -702767.687500 Penalty: 4416.764160
	Iteration 14Q: 3 clusters Score -702767.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -702928.875000 Penalty: 4416.764160
	Iteration 15Q: 3 clusters Score -702928.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -703045.187500 Penalty: 4416.764160
	Iteration 16Q: 3 clusters Score -703045.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -703121.625000 Penalty: 4416.764160
	Iteration 17Q: 3 clusters Score -703121.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -703185.812500 Penalty: 4416.764160
	Iteration 18Q: 3 clusters Score -703185.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -703236.000000 Penalty: 4416.764160
	Iteration 19Q: 3 clusters Score -703236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -703277.812500 Penalty: 4416.764160
	Iteration 20F: 3 clusters Score -703277.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -703309.625000 Penalty: 4416.764160
	Iteration 21Q: 3 clusters Score -703309.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -703338.937500 Penalty: 4416.764160
	Iteration 22Q: 3 clusters Score -703338.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -703365.125000 Penalty: 4416.764160
	Iteration 23Q: 3 clusters Score -703365.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -703390.500000 Penalty: 4416.764160
	Iteration 24Q: 3 clusters Score -703390.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -703408.312500 Penalty: 4416.764160
	Iteration 25Q: 3 clusters Score -703408.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -703423.750000 Penalty: 4416.764160
	Iteration 26Q: 3 clusters Score -703423.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -703440.500000 Penalty: 4416.764160
	Iteration 27Q: 3 clusters Score -703440.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -703454.812500 Penalty: 4416.764160
	Iteration 28Q: 3 clusters Score -703454.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -703461.687500 Penalty: 4416.764160
	Iteration 29Q: 3 clusters Score -703461.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -703473.000000 Penalty: 4416.764160
	Iteration 30Q: 3 clusters Score -703473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -703481.312500 Penalty: 4416.764160
	Iteration 31Q: 3 clusters Score -703481.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -703491.625000 Penalty: 4416.764160
	Iteration 32Q: 3 clusters Score -703491.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -703496.750000 Penalty: 4416.764160
	Iteration 33Q: 3 clusters Score -703496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -703502.000000 Penalty: 4416.764160
	Iteration 34Q: 3 clusters Score -703502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -703504.437500 Penalty: 4416.764160
	Iteration 35Q: 3 clusters Score -703504.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -703506.875000 Penalty: 4416.764160
	Iteration 36Q: 3 clusters Score -703506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -703510.375000 Penalty: 4416.764160
	Iteration 37Q: 3 clusters Score -703510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -703512.000000 Penalty: 4416.764160
	Iteration 38Q: 3 clusters Score -703512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -703513.187500 Penalty: 4416.764160
	Iteration 39Q: 3 clusters Score -703513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -703512.812500 Penalty: 4416.764160
	Iteration 40F: 3 clusters Score -703512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -703516.750000 Penalty: 4416.764160
	Iteration 41Q: 3 clusters Score -703516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -703521.625000 Penalty: 4416.764160
	Iteration 42Q: 3 clusters Score -703521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -703530.562500 Penalty: 4416.764160
	Iteration 43Q: 3 clusters Score -703530.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -703532.500000 Penalty: 4416.764160
	Iteration 44Q: 3 clusters Score -703532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -703537.187500 Penalty: 4416.764160
	Iteration 45Q: 3 clusters Score -703537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -703542.062500 Penalty: 4416.764160
	Iteration 46Q: 3 clusters Score -703542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -703545.312500 Penalty: 4416.764160
	Iteration 47Q: 3 clusters Score -703545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -703548.500000 Penalty: 4416.764160
	Iteration 48Q: 3 clusters Score -703548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -703549.812500 Penalty: 4416.764160
	Iteration 49Q: 3 clusters Score -703549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -703552.125000 Penalty: 4416.764160
	Iteration 50Q: 3 clusters Score -703552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -703555.875000 Penalty: 4416.764160
	Iteration 51Q: 3 clusters Score -703555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -703558.125000 Penalty: 4416.764160
	Iteration 52Q: 3 clusters Score -703558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -703558.562500 Penalty: 4416.764160
	Iteration 53Q: 3 clusters Score -703558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -703559.187500 Penalty: 4416.764160
	Iteration 54Q: 3 clusters Score -703559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -703559.187500 Penalty: 4416.764160
	Iteration 55F: 3 clusters Score -703559.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (32985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Entering Unmasked Estep 
Score: -3257165.500000 Penalty: 2580.144531
	Iteration 0F: 2 clusters Score -3257166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3234700.250000 Penalty: 5160.289062
	Iteration 0F: 3 clusters Score -3234700 nChanged 14966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3242957.750000 Penalty: 5160.289062
	Iteration 1F: 3 clusters Score -3242958 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3243515.750000 Penalty: 5160.289062
	Iteration 2Q: 3 clusters Score -3243516 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3244173.000000 Penalty: 5160.289062
	Iteration 3Q: 3 clusters Score -3244173 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3245073.500000 Penalty: 5160.289062
	Iteration 4F: 3 clusters Score -3245074 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3246311.000000 Penalty: 5160.289062
	Iteration 5F: 3 clusters Score -3246311 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3247835.250000 Penalty: 5160.289062
	Iteration 6F: 3 clusters Score -3247835 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3249373.250000 Penalty: 5160.289062
	Iteration 7F: 3 clusters Score -3249373 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3250758.250000 Penalty: 5160.289062
	Iteration 8F: 3 clusters Score -3250758 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3251893.750000 Penalty: 5160.289062
	Iteration 9Q: 3 clusters Score -3251894 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3252783.000000 Penalty: 5160.289062
	Iteration 10Q: 3 clusters Score -3252783 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -3253445.750000 Penalty: 5160.289062
	Iteration 11Q: 3 clusters Score -3253446 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3253925.000000 Penalty: 5160.289062
	Iteration 12Q: 3 clusters Score -3253925 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -3254217.500000 Penalty: 5160.289062
	Iteration 13Q: 3 clusters Score -3254218 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3254428.250000 Penalty: 5160.289062
	Iteration 14Q: 3 clusters Score -3254428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3254601.250000 Penalty: 5160.289062
	Iteration 15Q: 3 clusters Score -3254601 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3254694.750000 Penalty: 5160.289062
	Iteration 16Q: 3 clusters Score -3254695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3254737.500000 Penalty: 5160.289062
	Iteration 17Q: 3 clusters Score -3254738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -3254764.000000 Penalty: 5160.289062
	Iteration 18Q: 3 clusters Score -3254764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3254799.000000 Penalty: 5160.289062
	Iteration 19Q: 3 clusters Score -3254799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -3254832.500000 Penalty: 5160.289062
	Iteration 20F: 3 clusters Score -3254832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -3254867.500000 Penalty: 5160.289062
	Iteration 21Q: 3 clusters Score -3254868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3254881.250000 Penalty: 5160.289062
	Iteration 22Q: 3 clusters Score -3254881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3254890.500000 Penalty: 5160.289062
	Iteration 23Q: 3 clusters Score -3254890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3254896.000000 Penalty: 5160.289062
	Iteration 24Q: 3 clusters Score -3254896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3254910.000000 Penalty: 5160.289062
	Iteration 25Q: 3 clusters Score -3254910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3254920.500000 Penalty: 5160.289062
	Iteration 26Q: 3 clusters Score -3254920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3254924.750000 Penalty: 5160.289062
	Iteration 27Q: 3 clusters Score -3254925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3254929.500000 Penalty: 5160.289062
	Iteration 28Q: 3 clusters Score -3254930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3254931.500000 Penalty: 5160.289062
	Iteration 29Q: 3 clusters Score -3254932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3254935.500000 Penalty: 5160.289062
	Iteration 30Q: 3 clusters Score -3254936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3254934.000000 Penalty: 5160.289062
	Iteration 31Q: 3 clusters Score -3254934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3254934.000000 Penalty: 5160.289062
	Iteration 32F: 3 clusters Score -3254934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -75331.101562 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -75331.1 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 440 members 
Entering Unmasked Estep 
Score: -73513.695312 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -73513.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73816.492188 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -73816.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73952.328125 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -73952.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74069.835938 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -74069.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74123.750000 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -74123.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74187.703125 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -74187.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74234.968750 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -74234.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74299.960938 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -74299.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74372.414062 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -74372.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74423.796875 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -74423.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74471.148438 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -74471.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74527.914062 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -74527.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74558.953125 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -74558.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74590.476562 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -74590.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74611.234375 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -74611.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74626.296875 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -74626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74636.687500 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -74636.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74655.453125 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -74655.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74680.968750 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -74680.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74693.476562 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -74693.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74711.757812 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -74711.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74714.578125 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -74714.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74718.546875 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -74718.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74758.382812 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -74758.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74768.523438 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -74768.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74770.671875 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -74770.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74770.671875 Penalty: 3357.742432
	Iteration 26F: 3 clusters Score -74770.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -733513.937500 Penalty: 2255.681641
	Iteration 0F: 2 clusters Score -733513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -726462.562500 Penalty: 4511.363281
	Iteration 0F: 3 clusters Score -726462.6 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -728407.750000 Penalty: 4511.363281
	Iteration 1F: 3 clusters Score -728407.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -728726.625000 Penalty: 4511.363281
	Iteration 2F: 3 clusters Score -728726.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -728984.437500 Penalty: 4511.363281
	Iteration 3F: 3 clusters Score -728984.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -729209.812500 Penalty: 4511.363281
	Iteration 4Q: 3 clusters Score -729209.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -729452.687500 Penalty: 4511.363281
	Iteration 5Q: 3 clusters Score -729452.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -729712.750000 Penalty: 4511.363281
	Iteration 6Q: 3 clusters Score -729712.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -729966.562500 Penalty: 4511.363281
	Iteration 7Q: 3 clusters Score -729966.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -730218.687500 Penalty: 4511.363281
	Iteration 8Q: 3 clusters Score -730218.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -730485.687500 Penalty: 4511.363281
	Iteration 9Q: 3 clusters Score -730485.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -730753.000000 Penalty: 4511.363281
	Iteration 10Q: 3 clusters Score -730753 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -731018.875000 Penalty: 4511.363281
	Iteration 11Q: 3 clusters Score -731018.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -731309.875000 Penalty: 4511.363281
	Iteration 12Q: 3 clusters Score -731309.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -731603.375000 Penalty: 4511.363281
	Iteration 13Q: 3 clusters Score -731603.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -731873.500000 Penalty: 4511.363281
	Iteration 14Q: 3 clusters Score -731873.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -732139.062500 Penalty: 4511.363281
	Iteration 15Q: 3 clusters Score -732139.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -732325.125000 Penalty: 4511.363281
	Iteration 16Q: 3 clusters Score -732325.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -732488.375000 Penalty: 4511.363281
	Iteration 17Q: 3 clusters Score -732488.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -732639.062500 Penalty: 4511.363281
	Iteration 18Q: 3 clusters Score -732639.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -732738.437500 Penalty: 4511.363281
	Iteration 19Q: 3 clusters Score -732738.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -732805.625000 Penalty: 4511.363281
	Iteration 20F: 3 clusters Score -732805.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -732834.812500 Penalty: 4511.363281
	Iteration 21Q: 3 clusters Score -732834.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -732849.125000 Penalty: 4511.363281
	Iteration 22Q: 3 clusters Score -732849.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -732860.187500 Penalty: 4511.363281
	Iteration 23Q: 3 clusters Score -732860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -732868.937500 Penalty: 4511.363281
	Iteration 24Q: 3 clusters Score -732868.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -732872.437500 Penalty: 4511.363281
	Iteration 25Q: 3 clusters Score -732872.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -732875.000000 Penalty: 4511.363281
	Iteration 26Q: 3 clusters Score -732875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -732879.875000 Penalty: 4511.363281
	Iteration 27Q: 3 clusters Score -732879.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -732881.687500 Penalty: 4511.363281
	Iteration 28Q: 3 clusters Score -732881.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -732890.187500 Penalty: 4511.363281
	Iteration 29Q: 3 clusters Score -732890.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -732901.937500 Penalty: 4511.363281
	Iteration 30Q: 3 clusters Score -732901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -732905.000000 Penalty: 4511.363281
	Iteration 31Q: 3 clusters Score -732905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -732911.062500 Penalty: 4511.363281
	Iteration 32Q: 3 clusters Score -732911.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -732916.125000 Penalty: 4511.363281
	Iteration 33Q: 3 clusters Score -732916.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -732920.312500 Penalty: 4511.363281
	Iteration 34Q: 3 clusters Score -732920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -732919.937500 Penalty: 4511.363281
	Iteration 35Q: 3 clusters Score -732919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -732920.625000 Penalty: 4511.363281
	Iteration 36Q: 3 clusters Score -732920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -732921.812500 Penalty: 4511.363281
	Iteration 37Q: 3 clusters Score -732921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -732922.625000 Penalty: 4511.363281
	Iteration 38Q: 3 clusters Score -732922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -732922.625000 Penalty: 4511.363281
	Iteration 39F: 3 clusters Score -732922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Entering Unmasked Estep 
Score: -3580984.250000 Penalty: 2606.747070
	Iteration 0F: 2 clusters Score -3580984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3555964.250000 Penalty: 5213.494141
	Iteration 0F: 3 clusters Score -3555964 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3565532.000000 Penalty: 5213.494141
	Iteration 1F: 3 clusters Score -3565532 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3566198.500000 Penalty: 5213.494141
	Iteration 2F: 3 clusters Score -3566198 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3566851.000000 Penalty: 5213.494141
	Iteration 3Q: 3 clusters Score -3566851 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3567555.250000 Penalty: 5213.494141
	Iteration 4Q: 3 clusters Score -3567555 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3568325.250000 Penalty: 5213.494141
	Iteration 5Q: 3 clusters Score -3568325 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3569168.750000 Penalty: 5213.494141
	Iteration 6Q: 3 clusters Score -3569169 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3570189.500000 Penalty: 5213.494141
	Iteration 7Q: 3 clusters Score -3570190 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3571345.000000 Penalty: 5213.494141
	Iteration 8F: 3 clusters Score -3571345 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3572578.750000 Penalty: 5213.494141
	Iteration 9F: 3 clusters Score -3572579 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3573732.000000 Penalty: 5213.494141
	Iteration 10Q: 3 clusters Score -3573732 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3574655.000000 Penalty: 5213.494141
	Iteration 11Q: 3 clusters Score -3574655 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3575273.750000 Penalty: 5213.494141
	Iteration 12Q: 3 clusters Score -3575274 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3575730.000000 Penalty: 5213.494141
	Iteration 13Q: 3 clusters Score -3575730 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3576048.750000 Penalty: 5213.494141
	Iteration 14Q: 3 clusters Score -3576049 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3576291.750000 Penalty: 5213.494141
	Iteration 15Q: 3 clusters Score -3576292 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3576465.750000 Penalty: 5213.494141
	Iteration 16Q: 3 clusters Score -3576466 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3576576.500000 Penalty: 5213.494141
	Iteration 17Q: 3 clusters Score -3576576 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3576664.000000 Penalty: 5213.494141
	Iteration 18Q: 3 clusters Score -3576664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3576757.250000 Penalty: 5213.494141
	Iteration 19Q: 3 clusters Score -3576757 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3576818.500000 Penalty: 5213.494141
	Iteration 20F: 3 clusters Score -3576818 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3576856.250000 Penalty: 5213.494141
	Iteration 21Q: 3 clusters Score -3576856 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3576905.250000 Penalty: 5213.494141
	Iteration 22Q: 3 clusters Score -3576905 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3576959.500000 Penalty: 5213.494141
	Iteration 23Q: 3 clusters Score -3576960 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3576990.250000 Penalty: 5213.494141
	Iteration 24Q: 3 clusters Score -3576990 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3577047.250000 Penalty: 5213.494141
	Iteration 25Q: 3 clusters Score -3577047 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3577087.250000 Penalty: 5213.494141
	Iteration 26Q: 3 clusters Score -3577087 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3577148.750000 Penalty: 5213.494141
	Iteration 27Q: 3 clusters Score -3577149 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3577224.500000 Penalty: 5213.494141
	Iteration 28Q: 3 clusters Score -3577224 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3577283.750000 Penalty: 5213.494141
	Iteration 29Q: 3 clusters Score -3577284 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3577330.750000 Penalty: 5213.494141
	Iteration 30Q: 3 clusters Score -3577331 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3577361.750000 Penalty: 5213.494141
	Iteration 31Q: 3 clusters Score -3577362 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3577400.250000 Penalty: 5213.494141
	Iteration 32Q: 3 clusters Score -3577400 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3577461.500000 Penalty: 5213.494141
	Iteration 33Q: 3 clusters Score -3577462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3577508.750000 Penalty: 5213.494141
	Iteration 34Q: 3 clusters Score -3577509 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3577546.500000 Penalty: 5213.494141
	Iteration 35Q: 3 clusters Score -3577546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3577587.250000 Penalty: 5213.494141
	Iteration 36Q: 3 clusters Score -3577587 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3577614.750000 Penalty: 5213.494141
	Iteration 37Q: 3 clusters Score -3577615 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3577655.000000 Penalty: 5213.494141
	Iteration 38Q: 3 clusters Score -3577655 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3577689.500000 Penalty: 5213.494141
	Iteration 39Q: 3 clusters Score -3577690 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3577736.250000 Penalty: 5213.494141
	Iteration 40F: 3 clusters Score -3577736 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3577803.250000 Penalty: 5213.494141
	Iteration 41Q: 3 clusters Score -3577803 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3577844.250000 Penalty: 5213.494141
	Iteration 42Q: 3 clusters Score -3577844 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3577889.500000 Penalty: 5213.494141
	Iteration 43Q: 3 clusters Score -3577890 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3577920.750000 Penalty: 5213.494141
	Iteration 44Q: 3 clusters Score -3577921 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3577960.250000 Penalty: 5213.494141
	Iteration 45Q: 3 clusters Score -3577960 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3577985.250000 Penalty: 5213.494141
	Iteration 46Q: 3 clusters Score -3577985 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3578034.750000 Penalty: 5213.494141
	Iteration 47Q: 3 clusters Score -3578035 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3578051.750000 Penalty: 5213.494141
	Iteration 48Q: 3 clusters Score -3578052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3578071.750000 Penalty: 5213.494141
	Iteration 49Q: 3 clusters Score -3578072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3578093.750000 Penalty: 5213.494141
	Iteration 50Q: 3 clusters Score -3578094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3578112.750000 Penalty: 5213.494141
	Iteration 51Q: 3 clusters Score -3578113 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3578142.500000 Penalty: 5213.494141
	Iteration 52Q: 3 clusters Score -3578142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3578147.000000 Penalty: 5213.494141
	Iteration 53Q: 3 clusters Score -3578147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3578150.750000 Penalty: 5213.494141
	Iteration 54Q: 3 clusters Score -3578151 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3578165.500000 Penalty: 5213.494141
	Iteration 55Q: 3 clusters Score -3578166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3578179.500000 Penalty: 5213.494141
	Iteration 56Q: 3 clusters Score -3578180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3578187.000000 Penalty: 5213.494141
	Iteration 57Q: 3 clusters Score -3578187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3578192.000000 Penalty: 5213.494141
	Iteration 58Q: 3 clusters Score -3578192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3578193.000000 Penalty: 5213.494141
	Iteration 59Q: 3 clusters Score -3578193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3578183.000000 Penalty: 5213.494141
	Iteration 60F: 3 clusters Score -3578183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3578189.250000 Penalty: 5213.494141
	Iteration 61Q: 3 clusters Score -3578189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3578192.750000 Penalty: 5213.494141
	Iteration 62Q: 3 clusters Score -3578193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3578182.750000 Penalty: 5213.494141
	Iteration 63Q: 3 clusters Score -3578183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3578191.500000 Penalty: 5213.494141
	Iteration 64Q: 3 clusters Score -3578192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3578193.750000 Penalty: 5213.494141
	Iteration 65Q: 3 clusters Score -3578194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3578192.750000 Penalty: 5213.494141
	Iteration 66Q: 3 clusters Score -3578193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3578190.250000 Penalty: 5213.494141
	Iteration 67Q: 3 clusters Score -3578190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3578187.250000 Penalty: 5213.494141
	Iteration 68Q: 3 clusters Score -3578187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3578182.500000 Penalty: 5213.494141
	Iteration 69Q: 3 clusters Score -3578182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3578182.750000 Penalty: 5213.494141
	Iteration 70Q: 3 clusters Score -3578183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3578191.500000 Penalty: 5213.494141
	Iteration 71Q: 3 clusters Score -3578192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3578184.000000 Penalty: 5213.494141
	Iteration 72Q: 3 clusters Score -3578184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3578192.000000 Penalty: 5213.494141
	Iteration 73Q: 3 clusters Score -3578192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3578190.250000 Penalty: 5213.494141
	Iteration 74Q: 3 clusters Score -3578190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3578195.000000 Penalty: 5213.494141
	Iteration 75Q: 3 clusters Score -3578195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3578196.250000 Penalty: 5213.494141
	Iteration 76Q: 3 clusters Score -3578196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3578190.000000 Penalty: 5213.494141
	Iteration 77Q: 3 clusters Score -3578190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3578189.250000 Penalty: 5213.494141
	Iteration 78Q: 3 clusters Score -3578189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3578197.750000 Penalty: 5213.494141
	Iteration 79Q: 3 clusters Score -3578198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3578196.750000 Penalty: 5213.494141
	Iteration 80F: 3 clusters Score -3578197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3578198.000000 Penalty: 5213.494141
	Iteration 81Q: 3 clusters Score -3578198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3578206.250000 Penalty: 5213.494141
	Iteration 82Q: 3 clusters Score -3578206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3578198.250000 Penalty: 5213.494141
	Iteration 83Q: 3 clusters Score -3578198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3578202.500000 Penalty: 5213.494141
	Iteration 84Q: 3 clusters Score -3578202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3578197.750000 Penalty: 5213.494141
	Iteration 85Q: 3 clusters Score -3578198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3578197.500000 Penalty: 5213.494141
	Iteration 86Q: 3 clusters Score -3578198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3578197.500000 Penalty: 5213.494141
	Iteration 87Q: 3 clusters Score -3578198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3578204.000000 Penalty: 5213.494141
	Iteration 88Q: 3 clusters Score -3578204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3578208.000000 Penalty: 5213.494141
	Iteration 89Q: 3 clusters Score -3578208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3578206.500000 Penalty: 5213.494141
	Iteration 90Q: 3 clusters Score -3578206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3578206.750000 Penalty: 5213.494141
	Iteration 91Q: 3 clusters Score -3578207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3578211.750000 Penalty: 5213.494141
	Iteration 92Q: 3 clusters Score -3578212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3578222.250000 Penalty: 5213.494141
	Iteration 93Q: 3 clusters Score -3578222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3578221.000000 Penalty: 5213.494141
	Iteration 94Q: 3 clusters Score -3578221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3578224.500000 Penalty: 5213.494141
	Iteration 95Q: 3 clusters Score -3578224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3578232.500000 Penalty: 5213.494141
	Iteration 96Q: 3 clusters Score -3578232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3578228.500000 Penalty: 5213.494141
	Iteration 97Q: 3 clusters Score -3578228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3578229.750000 Penalty: 5213.494141
	Iteration 98Q: 3 clusters Score -3578230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3578232.500000 Penalty: 5213.494141
	Iteration 99Q: 3 clusters Score -3578232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3578232.250000 Penalty: 5213.494141
	Iteration 100F: 3 clusters Score -3578232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3578233.500000 Penalty: 5213.494141
	Iteration 101Q: 3 clusters Score -3578234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3578231.500000 Penalty: 5213.494141
	Iteration 102Q: 3 clusters Score -3578232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3578227.500000 Penalty: 5213.494141
	Iteration 103Q: 3 clusters Score -3578228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3578229.750000 Penalty: 5213.494141
	Iteration 104Q: 3 clusters Score -3578230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3578229.750000 Penalty: 5213.494141
	Iteration 105F: 3 clusters Score -3578230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (98059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Entering Unmasked Estep 
Score: -9560229.000000 Penalty: 2850.344482
	Iteration 0F: 2 clusters Score -9560229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -9494641.000000 Penalty: 5700.688965
	Iteration 0F: 3 clusters Score -9494641 nChanged 46521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9521323.000000 Penalty: 5700.688965
	Iteration 1F: 3 clusters Score -9521323 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9521999.000000 Penalty: 5700.688965
	Iteration 2Q: 3 clusters Score -9521999 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -9522848.000000 Penalty: 5700.688965
	Iteration 3Q: 3 clusters Score -9522848 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -9523788.000000 Penalty: 5700.688965
	Iteration 4Q: 3 clusters Score -9523788 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -9524922.000000 Penalty: 5700.688965
	Iteration 5Q: 3 clusters Score -9524922 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -9526656.000000 Penalty: 5700.688965
	Iteration 6Q: 3 clusters Score -9526656 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -9528854.000000 Penalty: 5700.688965
	Iteration 7Q: 3 clusters Score -9528854 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -9531831.000000 Penalty: 5700.688965
	Iteration 8F: 3 clusters Score -9531831 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -9535732.000000 Penalty: 5700.688965
	Iteration 9F: 3 clusters Score -9535732 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -9539849.000000 Penalty: 5700.688965
	Iteration 10F: 3 clusters Score -9539849 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -9543543.000000 Penalty: 5700.688965
	Iteration 11F: 3 clusters Score -9543543 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -9546488.000000 Penalty: 5700.688965
	Iteration 12Q: 3 clusters Score -9546488 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -9548693.000000 Penalty: 5700.688965
	Iteration 13Q: 3 clusters Score -9548693 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -9550473.000000 Penalty: 5700.688965
	Iteration 14Q: 3 clusters Score -9550473 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -9551974.000000 Penalty: 5700.688965
	Iteration 15Q: 3 clusters Score -9551974 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -9553197.000000 Penalty: 5700.688965
	Iteration 16Q: 3 clusters Score -9553197 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -9554225.000000 Penalty: 5700.688965
	Iteration 17Q: 3 clusters Score -9554225 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -9555034.000000 Penalty: 5700.688965
	Iteration 18Q: 3 clusters Score -9555034 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -9555637.000000 Penalty: 5700.688965
	Iteration 19Q: 3 clusters Score -9555637 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -9556115.000000 Penalty: 5700.688965
	Iteration 20F: 3 clusters Score -9556115 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -9556504.000000 Penalty: 5700.688965
	Iteration 21Q: 3 clusters Score -9556504 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -9556819.000000 Penalty: 5700.688965
	Iteration 22Q: 3 clusters Score -9556819 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -9557031.000000 Penalty: 5700.688965
	Iteration 23Q: 3 clusters Score -9557031 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -9557223.000000 Penalty: 5700.688965
	Iteration 24Q: 3 clusters Score -9557223 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 96612 members 
Entering Unmasked Estep 
Score: -9557357.000000 Penalty: 5700.688965
	Iteration 25Q: 3 clusters Score -9557357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -9557460.000000 Penalty: 5700.688965
	Iteration 26Q: 3 clusters Score -9557460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -9557519.000000 Penalty: 5700.688965
	Iteration 27Q: 3 clusters Score -9557519 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -9557579.000000 Penalty: 5700.688965
	Iteration 28Q: 3 clusters Score -9557579 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -9557628.000000 Penalty: 5700.688965
	Iteration 29Q: 3 clusters Score -9557628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -9557663.000000 Penalty: 5700.688965
	Iteration 30Q: 3 clusters Score -9557663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -9557672.000000 Penalty: 5700.688965
	Iteration 31Q: 3 clusters Score -9557672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -9557698.000000 Penalty: 5700.688965
	Iteration 32Q: 3 clusters Score -9557698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 97237 members 
Entering Unmasked Estep 
Score: -9557714.000000 Penalty: 5700.688965
	Iteration 33Q: 3 clusters Score -9557714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -9557735.000000 Penalty: 5700.688965
	Iteration 34Q: 3 clusters Score -9557735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -9557753.000000 Penalty: 5700.688965
	Iteration 35Q: 3 clusters Score -9557753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -9557750.000000 Penalty: 5700.688965
	Iteration 36Q: 3 clusters Score -9557750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -9557752.000000 Penalty: 5700.688965
	Iteration 37Q: 3 clusters Score -9557752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 97301 members 
Entering Unmasked Estep 
Score: -9557766.000000 Penalty: 5700.688965
	Iteration 38Q: 3 clusters Score -9557766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -9557768.000000 Penalty: 5700.688965
	Iteration 39Q: 3 clusters Score -9557768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 97325 members 
Entering Unmasked Estep 
Score: -9557773.000000 Penalty: 5700.688965
	Iteration 40F: 3 clusters Score -9557773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -9557779.000000 Penalty: 5700.688965
	Iteration 41Q: 3 clusters Score -9557779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -9557788.000000 Penalty: 5700.688965
	Iteration 42Q: 3 clusters Score -9557788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -9557787.000000 Penalty: 5700.688965
	Iteration 43Q: 3 clusters Score -9557787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -9557780.000000 Penalty: 5700.688965
	Iteration 44Q: 3 clusters Score -9557780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -9557791.000000 Penalty: 5700.688965
	Iteration 45Q: 3 clusters Score -9557791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -9557792.000000 Penalty: 5700.688965
	Iteration 46Q: 3 clusters Score -9557792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -9557798.000000 Penalty: 5700.688965
	Iteration 47Q: 3 clusters Score -9557798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -9557788.000000 Penalty: 5700.688965
	Iteration 48Q: 3 clusters Score -9557788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -9557790.000000 Penalty: 5700.688965
	Iteration 49Q: 3 clusters Score -9557790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -9557789.000000 Penalty: 5700.688965
	Iteration 50Q: 3 clusters Score -9557789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -9557790.000000 Penalty: 5700.688965
	Iteration 51Q: 3 clusters Score -9557790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -9557800.000000 Penalty: 5700.688965
	Iteration 52Q: 3 clusters Score -9557800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -9557800.000000 Penalty: 5700.688965
	Iteration 53Q: 3 clusters Score -9557800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -9557800.000000 Penalty: 5700.688965
	Iteration 54Q: 3 clusters Score -9557800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -9557795.000000 Penalty: 5700.688965
	Iteration 55Q: 3 clusters Score -9557795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -9557808.000000 Penalty: 5700.688965
	Iteration 56Q: 3 clusters Score -9557808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -9557811.000000 Penalty: 5700.688965
	Iteration 57Q: 3 clusters Score -9557811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -9557832.000000 Penalty: 5700.688965
	Iteration 58Q: 3 clusters Score -9557832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -9557844.000000 Penalty: 5700.688965
	Iteration 59Q: 3 clusters Score -9557844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -9557846.000000 Penalty: 5700.688965
	Iteration 60F: 3 clusters Score -9557846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -9557856.000000 Penalty: 5700.688965
	Iteration 61Q: 3 clusters Score -9557856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -9557868.000000 Penalty: 5700.688965
	Iteration 62Q: 3 clusters Score -9557868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -9557875.000000 Penalty: 5700.688965
	Iteration 63Q: 3 clusters Score -9557875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -9557882.000000 Penalty: 5700.688965
	Iteration 64Q: 3 clusters Score -9557882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -9557890.000000 Penalty: 5700.688965
	Iteration 65Q: 3 clusters Score -9557890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -9557893.000000 Penalty: 5700.688965
	Iteration 66Q: 3 clusters Score -9557893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -9557905.000000 Penalty: 5700.688965
	Iteration 67Q: 3 clusters Score -9557905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -9557913.000000 Penalty: 5700.688965
	Iteration 68Q: 3 clusters Score -9557913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -9557918.000000 Penalty: 5700.688965
	Iteration 69Q: 3 clusters Score -9557918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -9557916.000000 Penalty: 5700.688965
	Iteration 70Q: 3 clusters Score -9557916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -9557928.000000 Penalty: 5700.688965
	Iteration 71Q: 3 clusters Score -9557928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -9557936.000000 Penalty: 5700.688965
	Iteration 72Q: 3 clusters Score -9557936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -9557935.000000 Penalty: 5700.688965
	Iteration 73Q: 3 clusters Score -9557935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -9557937.000000 Penalty: 5700.688965
	Iteration 74Q: 3 clusters Score -9557937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -9557937.000000 Penalty: 5700.688965
	Iteration 75Q: 3 clusters Score -9557937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -9557937.000000 Penalty: 5700.688965
	Iteration 76F: 3 clusters Score -9557937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -229565.765625 Penalty: 1938.471313
	Iteration 0F: 2 clusters Score -229565.8 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 1273 members 
Entering Unmasked Estep 
Score: -226636.109375 Penalty: 3876.942627
	Iteration 0F: 3 clusters Score -226636.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -227227.734375 Penalty: 3876.942627
	Iteration 1F: 3 clusters Score -227227.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -227396.687500 Penalty: 3876.942627
	Iteration 2F: 3 clusters Score -227396.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -227483.906250 Penalty: 3876.942627
	Iteration 3Q: 3 clusters Score -227483.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -227556.546875 Penalty: 3876.942627
	Iteration 4Q: 3 clusters Score -227556.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -227614.250000 Penalty: 3876.942627
	Iteration 5Q: 3 clusters Score -227614.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -227690.843750 Penalty: 3876.942627
	Iteration 6Q: 3 clusters Score -227690.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -227754.578125 Penalty: 3876.942627
	Iteration 7Q: 3 clusters Score -227754.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -227818.453125 Penalty: 3876.942627
	Iteration 8Q: 3 clusters Score -227818.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -227898.000000 Penalty: 3876.942627
	Iteration 9Q: 3 clusters Score -227898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227968.890625 Penalty: 3876.942627
	Iteration 10Q: 3 clusters Score -227968.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -228026.406250 Penalty: 3876.942627
	Iteration 11Q: 3 clusters Score -228026.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -228091.953125 Penalty: 3876.942627
	Iteration 12Q: 3 clusters Score -228092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -228144.500000 Penalty: 3876.942627
	Iteration 13Q: 3 clusters Score -228144.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228186.125000 Penalty: 3876.942627
	Iteration 14Q: 3 clusters Score -228186.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -228227.640625 Penalty: 3876.942627
	Iteration 15Q: 3 clusters Score -228227.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228272.343750 Penalty: 3876.942627
	Iteration 16Q: 3 clusters Score -228272.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -228307.671875 Penalty: 3876.942627
	Iteration 17Q: 3 clusters Score -228307.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228331.171875 Penalty: 3876.942627
	Iteration 18Q: 3 clusters Score -228331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -228349.781250 Penalty: 3876.942627
	Iteration 19Q: 3 clusters Score -228349.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -228358.359375 Penalty: 3876.942627
	Iteration 20F: 3 clusters Score -228358.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228368.531250 Penalty: 3876.942627
	Iteration 21Q: 3 clusters Score -228368.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -228382.484375 Penalty: 3876.942627
	Iteration 22Q: 3 clusters Score -228382.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -228395.515625 Penalty: 3876.942627
	Iteration 23Q: 3 clusters Score -228395.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228404.781250 Penalty: 3876.942627
	Iteration 24Q: 3 clusters Score -228404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228412.921875 Penalty: 3876.942627
	Iteration 25Q: 3 clusters Score -228412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228416.078125 Penalty: 3876.942627
	Iteration 26Q: 3 clusters Score -228416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228417.531250 Penalty: 3876.942627
	Iteration 27Q: 3 clusters Score -228417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228418.687500 Penalty: 3876.942627
	Iteration 28Q: 3 clusters Score -228418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228420.265625 Penalty: 3876.942627
	Iteration 29Q: 3 clusters Score -228420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -228422.765625 Penalty: 3876.942627
	Iteration 30Q: 3 clusters Score -228422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228425.562500 Penalty: 3876.942627
	Iteration 31Q: 3 clusters Score -228425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -228427.953125 Penalty: 3876.942627
	Iteration 32Q: 3 clusters Score -228428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228429.406250 Penalty: 3876.942627
	Iteration 33Q: 3 clusters Score -228429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228429.406250 Penalty: 3876.942627
	Iteration 34F: 3 clusters Score -228429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -49520.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -49520.32 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 274 members 
Entering Unmasked Estep 
Score: -47951.074219 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -47951.07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48162.613281 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -48162.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48264.941406 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -48264.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48367.417969 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -48367.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48421.085938 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -48421.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48450.617188 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -48450.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48463.167969 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -48463.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48478.066406 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -48478.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48507.968750 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -48507.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48572.226562 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -48572.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48682.062500 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -48682.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48913.574219 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -48913.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49067.464844 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -49067.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49187.882812 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -49187.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49264.949219 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -49264.95 nChanged 20
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: -49336.976562 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -49336.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49424.886719 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -49424.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49505.535156 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -49505.54 nChanged 21
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: -49582.027344 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -49582.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49630.804688 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -49630.8 nChanged 11
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: -49662.773438 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -49662.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49692.000000 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -49692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49712.183594 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -49712.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49735.914062 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -49735.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49751.792969 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -49751.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49780.359375 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -49780.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49803.785156 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -49803.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49831.664062 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -49831.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49833.410156 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -49833.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49833.410156 Penalty: 3143.942627
	Iteration 29F: 3 clusters Score -49833.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 163 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 3051 members 
Mstep: Class 55 contains 403 members 
Entering Unmasked Estep 
Score: -84122040.000000 Penalty: 187178.921875
Splitting cluster 41 changes total score from -84123712.000000 to -84122040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -535941.187500 Penalty: 2146.666016
	Iteration 0F: 2 clusters Score -535941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -530936.062500 Penalty: 4293.332031
	Iteration 0F: 3 clusters Score -530936.1 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -532188.000000 Penalty: 4293.332031
	Iteration 1F: 3 clusters Score -532188 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -532487.750000 Penalty: 4293.332031
	Iteration 2F: 3 clusters Score -532487.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -532750.187500 Penalty: 4293.332031
	Iteration 3F: 3 clusters Score -532750.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -532998.875000 Penalty: 4293.332031
	Iteration 4F: 3 clusters Score -532998.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -533205.875000 Penalty: 4293.332031
	Iteration 5Q: 3 clusters Score -533205.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -533386.500000 Penalty: 4293.332031
	Iteration 6Q: 3 clusters Score -533386.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -533537.062500 Penalty: 4293.332031
	Iteration 7Q: 3 clusters Score -533537.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -533640.812500 Penalty: 4293.332031
	Iteration 8Q: 3 clusters Score -533640.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -533729.812500 Penalty: 4293.332031
	Iteration 9Q: 3 clusters Score -533729.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -533794.562500 Penalty: 4293.332031
	Iteration 10Q: 3 clusters Score -533794.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -533849.437500 Penalty: 4293.332031
	Iteration 11Q: 3 clusters Score -533849.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -533901.625000 Penalty: 4293.332031
	Iteration 12Q: 3 clusters Score -533901.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -533945.875000 Penalty: 4293.332031
	Iteration 13Q: 3 clusters Score -533945.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -533985.625000 Penalty: 4293.332031
	Iteration 14Q: 3 clusters Score -533985.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -534023.500000 Penalty: 4293.332031
	Iteration 15Q: 3 clusters Score -534023.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -534098.812500 Penalty: 4293.332031
	Iteration 16Q: 3 clusters Score -534098.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -534181.875000 Penalty: 4293.332031
	Iteration 17Q: 3 clusters Score -534181.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -534268.312500 Penalty: 4293.332031
	Iteration 18Q: 3 clusters Score -534268.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -534386.875000 Penalty: 4293.332031
	Iteration 19Q: 3 clusters Score -534386.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -534522.062500 Penalty: 4293.332031
	Iteration 20F: 3 clusters Score -534522.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -534631.687500 Penalty: 4293.332031
	Iteration 21Q: 3 clusters Score -534631.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -534717.687500 Penalty: 4293.332031
	Iteration 22Q: 3 clusters Score -534717.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -534796.500000 Penalty: 4293.332031
	Iteration 23Q: 3 clusters Score -534796.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -534850.750000 Penalty: 4293.332031
	Iteration 24Q: 3 clusters Score -534850.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -534890.375000 Penalty: 4293.332031
	Iteration 25Q: 3 clusters Score -534890.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -534919.000000 Penalty: 4293.332031
	Iteration 26Q: 3 clusters Score -534919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -534940.250000 Penalty: 4293.332031
	Iteration 27Q: 3 clusters Score -534940.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -534960.125000 Penalty: 4293.332031
	Iteration 28Q: 3 clusters Score -534960.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -534978.062500 Penalty: 4293.332031
	Iteration 29Q: 3 clusters Score -534978.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -534996.562500 Penalty: 4293.332031
	Iteration 30Q: 3 clusters Score -534996.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -535016.687500 Penalty: 4293.332031
	Iteration 31Q: 3 clusters Score -535016.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -535037.562500 Penalty: 4293.332031
	Iteration 32Q: 3 clusters Score -535037.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -535061.000000 Penalty: 4293.332031
	Iteration 33Q: 3 clusters Score -535061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -535088.500000 Penalty: 4293.332031
	Iteration 34Q: 3 clusters Score -535088.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -535114.187500 Penalty: 4293.332031
	Iteration 35Q: 3 clusters Score -535114.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -535148.125000 Penalty: 4293.332031
	Iteration 36Q: 3 clusters Score -535148.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -535193.500000 Penalty: 4293.332031
	Iteration 37Q: 3 clusters Score -535193.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -535266.875000 Penalty: 4293.332031
	Iteration 38Q: 3 clusters Score -535266.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -535366.625000 Penalty: 4293.332031
	Iteration 39Q: 3 clusters Score -535366.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -535474.562500 Penalty: 4293.332031
	Iteration 40F: 3 clusters Score -535474.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -535592.312500 Penalty: 4293.332031
	Iteration 41Q: 3 clusters Score -535592.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -535701.437500 Penalty: 4293.332031
	Iteration 42Q: 3 clusters Score -535701.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -535795.062500 Penalty: 4293.332031
	Iteration 43Q: 3 clusters Score -535795.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -535860.875000 Penalty: 4293.332031
	Iteration 44Q: 3 clusters Score -535860.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -535902.312500 Penalty: 4293.332031
	Iteration 45Q: 3 clusters Score -535902.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -535924.812500 Penalty: 4293.332031
	Iteration 46Q: 3 clusters Score -535924.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -535946.375000 Penalty: 4293.332031
	Iteration 47Q: 3 clusters Score -535946.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -535956.500000 Penalty: 4293.332031
	Iteration 48Q: 3 clusters Score -535956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -535959.875000 Penalty: 4293.332031
	Iteration 49Q: 3 clusters Score -535959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -535961.937500 Penalty: 4293.332031
	Iteration 50Q: 3 clusters Score -535961.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -535964.750000 Penalty: 4293.332031
	Iteration 51Q: 3 clusters Score -535964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -535966.875000 Penalty: 4293.332031
	Iteration 52Q: 3 clusters Score -535966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -535967.250000 Penalty: 4293.332031
	Iteration 53Q: 3 clusters Score -535967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -535969.250000 Penalty: 4293.332031
	Iteration 54Q: 3 clusters Score -535969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -535969.375000 Penalty: 4293.332031
	Iteration 55Q: 3 clusters Score -535969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -535969.375000 Penalty: 4293.332031
	Iteration 56F: 3 clusters Score -535969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 2935 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 3051 members 
Mstep: Class 55 contains 2809 members 
Entering Unmasked Estep 
Score: -84122544.000000 Penalty: 187178.921875
Splitting cluster 42 changes total score from -84123712.000000 to -84122544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (13597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Entering Unmasked Estep 
Score: -1203121.000000 Penalty: 2360.365967
	Iteration 0F: 2 clusters Score -1203121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1193157.000000 Penalty: 4720.731934
	Iteration 0F: 3 clusters Score -1193157 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1196479.625000 Penalty: 4720.731934
	Iteration 1F: 3 clusters Score -1196480 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1197038.625000 Penalty: 4720.731934
	Iteration 2F: 3 clusters Score -1197039 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1197452.500000 Penalty: 4720.731934
	Iteration 3F: 3 clusters Score -1197452 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1197803.125000 Penalty: 4720.731934
	Iteration 4Q: 3 clusters Score -1197803 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1198125.875000 Penalty: 4720.731934
	Iteration 5Q: 3 clusters Score -1198126 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1198447.875000 Penalty: 4720.731934
	Iteration 6Q: 3 clusters Score -1198448 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1198775.125000 Penalty: 4720.731934
	Iteration 7Q: 3 clusters Score -1198775 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1199128.000000 Penalty: 4720.731934
	Iteration 8Q: 3 clusters Score -1199128 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1199469.375000 Penalty: 4720.731934
	Iteration 9Q: 3 clusters Score -1199469 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1199741.000000 Penalty: 4720.731934
	Iteration 10Q: 3 clusters Score -1199741 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1199973.125000 Penalty: 4720.731934
	Iteration 11Q: 3 clusters Score -1199973 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1200138.875000 Penalty: 4720.731934
	Iteration 12Q: 3 clusters Score -1200139 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1200267.125000 Penalty: 4720.731934
	Iteration 13Q: 3 clusters Score -1200267 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1200380.375000 Penalty: 4720.731934
	Iteration 14Q: 3 clusters Score -1200380 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1200455.750000 Penalty: 4720.731934
	Iteration 15Q: 3 clusters Score -1200456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1200504.500000 Penalty: 4720.731934
	Iteration 16Q: 3 clusters Score -1200504 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1200540.250000 Penalty: 4720.731934
	Iteration 17Q: 3 clusters Score -1200540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1200571.125000 Penalty: 4720.731934
	Iteration 18Q: 3 clusters Score -1200571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1200594.875000 Penalty: 4720.731934
	Iteration 19Q: 3 clusters Score -1200595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1200615.875000 Penalty: 4720.731934
	Iteration 20F: 3 clusters Score -1200616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1200634.125000 Penalty: 4720.731934
	Iteration 21Q: 3 clusters Score -1200634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1200639.875000 Penalty: 4720.731934
	Iteration 22Q: 3 clusters Score -1200640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1200650.125000 Penalty: 4720.731934
	Iteration 23Q: 3 clusters Score -1200650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1200654.750000 Penalty: 4720.731934
	Iteration 24Q: 3 clusters Score -1200655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1200660.500000 Penalty: 4720.731934
	Iteration 25Q: 3 clusters Score -1200660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1200666.375000 Penalty: 4720.731934
	Iteration 26Q: 3 clusters Score -1200666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1200674.250000 Penalty: 4720.731934
	Iteration 27Q: 3 clusters Score -1200674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1200678.375000 Penalty: 4720.731934
	Iteration 28Q: 3 clusters Score -1200678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1200683.500000 Penalty: 4720.731934
	Iteration 29Q: 3 clusters Score -1200684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1200685.000000 Penalty: 4720.731934
	Iteration 30Q: 3 clusters Score -1200685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1200686.250000 Penalty: 4720.731934
	Iteration 31Q: 3 clusters Score -1200686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1200692.625000 Penalty: 4720.731934
	Iteration 32Q: 3 clusters Score -1200693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1200698.750000 Penalty: 4720.731934
	Iteration 33Q: 3 clusters Score -1200699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1200704.250000 Penalty: 4720.731934
	Iteration 34Q: 3 clusters Score -1200704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1200708.375000 Penalty: 4720.731934
	Iteration 35Q: 3 clusters Score -1200708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1200713.250000 Penalty: 4720.731934
	Iteration 36Q: 3 clusters Score -1200713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1200722.250000 Penalty: 4720.731934
	Iteration 37Q: 3 clusters Score -1200722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1200721.625000 Penalty: 4720.731934
	Iteration 38Q: 3 clusters Score -1200722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1200723.000000 Penalty: 4720.731934
	Iteration 39Q: 3 clusters Score -1200723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1200727.750000 Penalty: 4720.731934
	Iteration 40F: 3 clusters Score -1200728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1200732.000000 Penalty: 4720.731934
	Iteration 41Q: 3 clusters Score -1200732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1200736.500000 Penalty: 4720.731934
	Iteration 42Q: 3 clusters Score -1200736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1200735.500000 Penalty: 4720.731934
	Iteration 43Q: 3 clusters Score -1200736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1200735.875000 Penalty: 4720.731934
	Iteration 44Q: 3 clusters Score -1200736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1200735.250000 Penalty: 4720.731934
	Iteration 45Q: 3 clusters Score -1200735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1200736.000000 Penalty: 4720.731934
	Iteration 46Q: 3 clusters Score -1200736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1200736.000000 Penalty: 4720.731934
	Iteration 47F: 3 clusters Score -1200736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -516934.250000 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -516934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -512076.156250 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -512076.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -513301.062500 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -513301.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -513586.468750 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -513586.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -513847.218750 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -513847.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -514139.687500 Penalty: 4276.558105
	Iteration 4F: 3 clusters Score -514139.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -514503.281250 Penalty: 4276.558105
	Iteration 5F: 3 clusters Score -514503.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -514837.968750 Penalty: 4276.558105
	Iteration 6F: 3 clusters Score -514838 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -515074.750000 Penalty: 4276.558105
	Iteration 7F: 3 clusters Score -515074.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -515233.250000 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -515233.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -515340.500000 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -515340.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -515411.343750 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -515411.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -515466.937500 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -515466.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -515506.437500 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -515506.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -515534.093750 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -515534.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -515554.593750 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -515554.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -515573.875000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -515573.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -515582.343750 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -515582.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -515586.875000 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -515586.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -515591.812500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -515591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -515596.468750 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -515596.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -515598.437500 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -515598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -515601.343750 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -515601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -515608.343750 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -515608.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -515613.125000 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -515613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -515617.281250 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -515617.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -515621.062500 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -515621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -515624.250000 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -515624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -515625.812500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -515625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -515627.062500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -515627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -515627.781250 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -515627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -515628.937500 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -515628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -515632.281250 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -515632.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -515634.875000 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -515634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -515635.937500 Penalty: 4276.558105
	Iteration 33Q: 3 clusters Score -515635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -515636.750000 Penalty: 4276.558105
	Iteration 34Q: 3 clusters Score -515636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -515636.718750 Penalty: 4276.558105
	Iteration 35Q: 3 clusters Score -515636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -515638.843750 Penalty: 4276.558105
	Iteration 36Q: 3 clusters Score -515638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -515639.843750 Penalty: 4276.558105
	Iteration 37Q: 3 clusters Score -515639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -515640.687500 Penalty: 4276.558105
	Iteration 38Q: 3 clusters Score -515640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -515641.031250 Penalty: 4276.558105
	Iteration 39Q: 3 clusters Score -515641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -515641.031250 Penalty: 4276.558105
	Iteration 40F: 3 clusters Score -515641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -796179.187500 Penalty: 2261.510010
	Iteration 0F: 2 clusters Score -796179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -789101.562500 Penalty: 4523.020020
	Iteration 0F: 3 clusters Score -789101.6 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -791384.500000 Penalty: 4523.020020
	Iteration 1F: 3 clusters Score -791384.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -791924.937500 Penalty: 4523.020020
	Iteration 2F: 3 clusters Score -791924.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -792458.375000 Penalty: 4523.020020
	Iteration 3F: 3 clusters Score -792458.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -792989.875000 Penalty: 4523.020020
	Iteration 4F: 3 clusters Score -792989.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -793531.375000 Penalty: 4523.020020
	Iteration 5F: 3 clusters Score -793531.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -794009.375000 Penalty: 4523.020020
	Iteration 6F: 3 clusters Score -794009.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -794420.875000 Penalty: 4523.020020
	Iteration 7F: 3 clusters Score -794420.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -794736.500000 Penalty: 4523.020020
	Iteration 8Q: 3 clusters Score -794736.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -794953.000000 Penalty: 4523.020020
	Iteration 9Q: 3 clusters Score -794953 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -795119.000000 Penalty: 4523.020020
	Iteration 10Q: 3 clusters Score -795119 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -795242.437500 Penalty: 4523.020020
	Iteration 11Q: 3 clusters Score -795242.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -795328.250000 Penalty: 4523.020020
	Iteration 12Q: 3 clusters Score -795328.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -795397.125000 Penalty: 4523.020020
	Iteration 13Q: 3 clusters Score -795397.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -795473.437500 Penalty: 4523.020020
	Iteration 14Q: 3 clusters Score -795473.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -795554.125000 Penalty: 4523.020020
	Iteration 15Q: 3 clusters Score -795554.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -795635.062500 Penalty: 4523.020020
	Iteration 16Q: 3 clusters Score -795635.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -795704.187500 Penalty: 4523.020020
	Iteration 17Q: 3 clusters Score -795704.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -795775.875000 Penalty: 4523.020020
	Iteration 18Q: 3 clusters Score -795775.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -795865.000000 Penalty: 4523.020020
	Iteration 19Q: 3 clusters Score -795865 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -795959.187500 Penalty: 4523.020020
	Iteration 20F: 3 clusters Score -795959.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -796061.187500 Penalty: 4523.020020
	Iteration 21Q: 3 clusters Score -796061.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -796158.562500 Penalty: 4523.020020
	Iteration 22Q: 3 clusters Score -796158.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -796268.687500 Penalty: 4523.020020
	Iteration 23Q: 3 clusters Score -796268.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -796392.312500 Penalty: 4523.020020
	Iteration 24Q: 3 clusters Score -796392.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -796498.562500 Penalty: 4523.020020
	Iteration 25Q: 3 clusters Score -796498.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -796572.187500 Penalty: 4523.020020
	Iteration 26Q: 3 clusters Score -796572.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -796616.062500 Penalty: 4523.020020
	Iteration 27Q: 3 clusters Score -796616.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -796648.062500 Penalty: 4523.020020
	Iteration 28Q: 3 clusters Score -796648.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -796660.437500 Penalty: 4523.020020
	Iteration 29Q: 3 clusters Score -796660.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -796671.875000 Penalty: 4523.020020
	Iteration 30Q: 3 clusters Score -796671.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -796679.250000 Penalty: 4523.020020
	Iteration 31Q: 3 clusters Score -796679.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -796684.500000 Penalty: 4523.020020
	Iteration 32Q: 3 clusters Score -796684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -796685.187500 Penalty: 4523.020020
	Iteration 33Q: 3 clusters Score -796685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -796686.750000 Penalty: 4523.020020
	Iteration 34Q: 3 clusters Score -796686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -796689.562500 Penalty: 4523.020020
	Iteration 35Q: 3 clusters Score -796689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -796691.812500 Penalty: 4523.020020
	Iteration 36Q: 3 clusters Score -796691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -796694.437500 Penalty: 4523.020020
	Iteration 37Q: 3 clusters Score -796694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -796696.000000 Penalty: 4523.020020
	Iteration 38Q: 3 clusters Score -796696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -796695.687500 Penalty: 4523.020020
	Iteration 39Q: 3 clusters Score -796695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -796700.625000 Penalty: 4523.020020
	Iteration 40F: 3 clusters Score -796700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -796704.875000 Penalty: 4523.020020
	Iteration 41Q: 3 clusters Score -796704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -796708.812500 Penalty: 4523.020020
	Iteration 42Q: 3 clusters Score -796708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -796709.187500 Penalty: 4523.020020
	Iteration 43Q: 3 clusters Score -796709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -796709.187500 Penalty: 4523.020020
	Iteration 44Q: 3 clusters Score -796709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -796710.500000 Penalty: 4523.020020
	Iteration 45Q: 3 clusters Score -796710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -796711.437500 Penalty: 4523.020020
	Iteration 46Q: 3 clusters Score -796711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -796711.250000 Penalty: 4523.020020
	Iteration 47Q: 3 clusters Score -796711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -796711.250000 Penalty: 4523.020020
	Iteration 48F: 3 clusters Score -796711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 4980 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 3051 members 
Mstep: Class 55 contains 4147 members 
Entering Unmasked Estep 
Score: -84123280.000000 Penalty: 187178.921875
Splitting cluster 45 changes total score from -84123712.000000 to -84123280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Entering Unmasked Estep 
Score: -1035185.875000 Penalty: 2304.007324
	Iteration 0F: 2 clusters Score -1035186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1027062.687500 Penalty: 4608.014648
	Iteration 0F: 3 clusters Score -1027063 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1029585.750000 Penalty: 4608.014648
	Iteration 1F: 3 clusters Score -1029586 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1030271.812500 Penalty: 4608.014648
	Iteration 2F: 3 clusters Score -1030272 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1031232.125000 Penalty: 4608.014648
	Iteration 3F: 3 clusters Score -1031232 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1032266.062500 Penalty: 4608.014648
	Iteration 4F: 3 clusters Score -1032266 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1032959.125000 Penalty: 4608.014648
	Iteration 5F: 3 clusters Score -1032959 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1033399.687500 Penalty: 4608.014648
	Iteration 6F: 3 clusters Score -1033400 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1033664.500000 Penalty: 4608.014648
	Iteration 7Q: 3 clusters Score -1033664 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1033811.312500 Penalty: 4608.014648
	Iteration 8Q: 3 clusters Score -1033811 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1033892.187500 Penalty: 4608.014648
	Iteration 9Q: 3 clusters Score -1033892 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1033946.687500 Penalty: 4608.014648
	Iteration 10Q: 3 clusters Score -1033947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1033978.375000 Penalty: 4608.014648
	Iteration 11Q: 3 clusters Score -1033978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1033999.687500 Penalty: 4608.014648
	Iteration 12Q: 3 clusters Score -1034000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1034018.937500 Penalty: 4608.014648
	Iteration 13Q: 3 clusters Score -1034019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1034041.625000 Penalty: 4608.014648
	Iteration 14Q: 3 clusters Score -1034042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1034071.062500 Penalty: 4608.014648
	Iteration 15Q: 3 clusters Score -1034071 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1034108.937500 Penalty: 4608.014648
	Iteration 16Q: 3 clusters Score -1034109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1034146.625000 Penalty: 4608.014648
	Iteration 17Q: 3 clusters Score -1034147 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1034197.687500 Penalty: 4608.014648
	Iteration 18Q: 3 clusters Score -1034198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1034248.812500 Penalty: 4608.014648
	Iteration 19Q: 3 clusters Score -1034249 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1034299.500000 Penalty: 4608.014648
	Iteration 20F: 3 clusters Score -1034300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1034357.687500 Penalty: 4608.014648
	Iteration 21Q: 3 clusters Score -1034358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1034411.375000 Penalty: 4608.014648
	Iteration 22Q: 3 clusters Score -1034411 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1034453.625000 Penalty: 4608.014648
	Iteration 23Q: 3 clusters Score -1034454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1034484.187500 Penalty: 4608.014648
	Iteration 24Q: 3 clusters Score -1034484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1034511.187500 Penalty: 4608.014648
	Iteration 25Q: 3 clusters Score -1034511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1034530.187500 Penalty: 4608.014648
	Iteration 26Q: 3 clusters Score -1034530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1034555.500000 Penalty: 4608.014648
	Iteration 27Q: 3 clusters Score -1034556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1034577.937500 Penalty: 4608.014648
	Iteration 28Q: 3 clusters Score -1034578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1034595.437500 Penalty: 4608.014648
	Iteration 29Q: 3 clusters Score -1034595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1034607.250000 Penalty: 4608.014648
	Iteration 30Q: 3 clusters Score -1034607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1034618.625000 Penalty: 4608.014648
	Iteration 31Q: 3 clusters Score -1034619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1034627.562500 Penalty: 4608.014648
	Iteration 32Q: 3 clusters Score -1034628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1034632.375000 Penalty: 4608.014648
	Iteration 33Q: 3 clusters Score -1034632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1034643.125000 Penalty: 4608.014648
	Iteration 34Q: 3 clusters Score -1034643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1034645.812500 Penalty: 4608.014648
	Iteration 35Q: 3 clusters Score -1034646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1034653.375000 Penalty: 4608.014648
	Iteration 36Q: 3 clusters Score -1034653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1034658.937500 Penalty: 4608.014648
	Iteration 37Q: 3 clusters Score -1034659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1034661.812500 Penalty: 4608.014648
	Iteration 38Q: 3 clusters Score -1034662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1034667.437500 Penalty: 4608.014648
	Iteration 39Q: 3 clusters Score -1034667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1034671.250000 Penalty: 4608.014648
	Iteration 40F: 3 clusters Score -1034671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1034674.875000 Penalty: 4608.014648
	Iteration 41Q: 3 clusters Score -1034675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1034678.187500 Penalty: 4608.014648
	Iteration 42Q: 3 clusters Score -1034678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1034680.250000 Penalty: 4608.014648
	Iteration 43Q: 3 clusters Score -1034680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1034683.625000 Penalty: 4608.014648
	Iteration 44Q: 3 clusters Score -1034684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1034685.750000 Penalty: 4608.014648
	Iteration 45Q: 3 clusters Score -1034686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1034685.125000 Penalty: 4608.014648
	Iteration 46Q: 3 clusters Score -1034685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1034690.000000 Penalty: 4608.014648
	Iteration 47Q: 3 clusters Score -1034690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1034689.187500 Penalty: 4608.014648
	Iteration 48Q: 3 clusters Score -1034689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1034692.062500 Penalty: 4608.014648
	Iteration 49Q: 3 clusters Score -1034692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1034689.875000 Penalty: 4608.014648
	Iteration 50Q: 3 clusters Score -1034690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1034693.062500 Penalty: 4608.014648
	Iteration 51Q: 3 clusters Score -1034693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1034695.937500 Penalty: 4608.014648
	Iteration 52Q: 3 clusters Score -1034696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1034698.500000 Penalty: 4608.014648
	Iteration 53Q: 3 clusters Score -1034698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1034701.125000 Penalty: 4608.014648
	Iteration 54Q: 3 clusters Score -1034701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1034700.875000 Penalty: 4608.014648
	Iteration 55Q: 3 clusters Score -1034701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1034705.062500 Penalty: 4608.014648
	Iteration 56Q: 3 clusters Score -1034705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1034706.125000 Penalty: 4608.014648
	Iteration 57Q: 3 clusters Score -1034706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1034707.750000 Penalty: 4608.014648
	Iteration 58Q: 3 clusters Score -1034708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1034709.375000 Penalty: 4608.014648
	Iteration 59Q: 3 clusters Score -1034709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1034712.875000 Penalty: 4608.014648
	Iteration 60F: 3 clusters Score -1034713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1034712.687500 Penalty: 4608.014648
	Iteration 61Q: 3 clusters Score -1034713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1034716.500000 Penalty: 4608.014648
	Iteration 62Q: 3 clusters Score -1034716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1034716.562500 Penalty: 4608.014648
	Iteration 63Q: 3 clusters Score -1034717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1034720.687500 Penalty: 4608.014648
	Iteration 64Q: 3 clusters Score -1034721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1034723.062500 Penalty: 4608.014648
	Iteration 65Q: 3 clusters Score -1034723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1034723.125000 Penalty: 4608.014648
	Iteration 66Q: 3 clusters Score -1034723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1034726.437500 Penalty: 4608.014648
	Iteration 67Q: 3 clusters Score -1034726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1034728.875000 Penalty: 4608.014648
	Iteration 68Q: 3 clusters Score -1034729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1034729.500000 Penalty: 4608.014648
	Iteration 69Q: 3 clusters Score -1034730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1034730.437500 Penalty: 4608.014648
	Iteration 70Q: 3 clusters Score -1034730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1034730.125000 Penalty: 4608.014648
	Iteration 71Q: 3 clusters Score -1034730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1034734.937500 Penalty: 4608.014648
	Iteration 72Q: 3 clusters Score -1034735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1034734.937500 Penalty: 4608.014648
	Iteration 73Q: 3 clusters Score -1034735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1034736.625000 Penalty: 4608.014648
	Iteration 74Q: 3 clusters Score -1034737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1034736.062500 Penalty: 4608.014648
	Iteration 75Q: 3 clusters Score -1034736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1034735.687500 Penalty: 4608.014648
	Iteration 76Q: 3 clusters Score -1034736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1034737.125000 Penalty: 4608.014648
	Iteration 77Q: 3 clusters Score -1034737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1034737.812500 Penalty: 4608.014648
	Iteration 78Q: 3 clusters Score -1034738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1034737.250000 Penalty: 4608.014648
	Iteration 79Q: 3 clusters Score -1034737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1034737.250000 Penalty: 4608.014648
	Iteration 80F: 3 clusters Score -1034737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -165565.625000 Penalty: 1904.798096
	Iteration 0F: 2 clusters Score -165565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -162833.031250 Penalty: 3809.596191
	Iteration 0F: 3 clusters Score -162833 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -163496.484375 Penalty: 3809.596191
	Iteration 1F: 3 clusters Score -163496.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -163731.140625 Penalty: 3809.596191
	Iteration 2F: 3 clusters Score -163731.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -163878.968750 Penalty: 3809.596191
	Iteration 3F: 3 clusters Score -163879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163976.015625 Penalty: 3809.596191
	Iteration 4Q: 3 clusters Score -163976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -164036.906250 Penalty: 3809.596191
	Iteration 5Q: 3 clusters Score -164036.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -164088.765625 Penalty: 3809.596191
	Iteration 6Q: 3 clusters Score -164088.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -164123.250000 Penalty: 3809.596191
	Iteration 7Q: 3 clusters Score -164123.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -164162.890625 Penalty: 3809.596191
	Iteration 8Q: 3 clusters Score -164162.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -164186.812500 Penalty: 3809.596191
	Iteration 9Q: 3 clusters Score -164186.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164204.156250 Penalty: 3809.596191
	Iteration 10Q: 3 clusters Score -164204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -164221.593750 Penalty: 3809.596191
	Iteration 11Q: 3 clusters Score -164221.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164242.312500 Penalty: 3809.596191
	Iteration 12Q: 3 clusters Score -164242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164260.109375 Penalty: 3809.596191
	Iteration 13Q: 3 clusters Score -164260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -164277.203125 Penalty: 3809.596191
	Iteration 14Q: 3 clusters Score -164277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -164298.968750 Penalty: 3809.596191
	Iteration 15Q: 3 clusters Score -164299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -164328.546875 Penalty: 3809.596191
	Iteration 16Q: 3 clusters Score -164328.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -164348.859375 Penalty: 3809.596191
	Iteration 17Q: 3 clusters Score -164348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -164365.234375 Penalty: 3809.596191
	Iteration 18Q: 3 clusters Score -164365.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -164376.578125 Penalty: 3809.596191
	Iteration 19Q: 3 clusters Score -164376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -164380.437500 Penalty: 3809.596191
	Iteration 20F: 3 clusters Score -164380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -164386.468750 Penalty: 3809.596191
	Iteration 21Q: 3 clusters Score -164386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -164391.296875 Penalty: 3809.596191
	Iteration 22Q: 3 clusters Score -164391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -164394.656250 Penalty: 3809.596191
	Iteration 23Q: 3 clusters Score -164394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -164399.937500 Penalty: 3809.596191
	Iteration 24Q: 3 clusters Score -164399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -164405.687500 Penalty: 3809.596191
	Iteration 25Q: 3 clusters Score -164405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -164409.046875 Penalty: 3809.596191
	Iteration 26Q: 3 clusters Score -164409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -164411.656250 Penalty: 3809.596191
	Iteration 27Q: 3 clusters Score -164411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -164413.125000 Penalty: 3809.596191
	Iteration 28Q: 3 clusters Score -164413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -164413.531250 Penalty: 3809.596191
	Iteration 29Q: 3 clusters Score -164413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -164413.531250 Penalty: 3809.596191
	Iteration 30F: 3 clusters Score -164413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Entering Unmasked Estep 
Score: -1440817.500000 Penalty: 2385.413330
	Iteration 0F: 2 clusters Score -1440818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1429924.125000 Penalty: 4770.826660
	Iteration 0F: 3 clusters Score -1429924 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1433384.250000 Penalty: 4770.826660
	Iteration 1F: 3 clusters Score -1433384 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1433748.125000 Penalty: 4770.826660
	Iteration 2F: 3 clusters Score -1433748 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1434035.375000 Penalty: 4770.826660
	Iteration 3Q: 3 clusters Score -1434035 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1434233.000000 Penalty: 4770.826660
	Iteration 4Q: 3 clusters Score -1434233 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1434396.125000 Penalty: 4770.826660
	Iteration 5Q: 3 clusters Score -1434396 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1434551.375000 Penalty: 4770.826660
	Iteration 6Q: 3 clusters Score -1434551 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1434699.375000 Penalty: 4770.826660
	Iteration 7Q: 3 clusters Score -1434699 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1434849.500000 Penalty: 4770.826660
	Iteration 8Q: 3 clusters Score -1434850 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1434996.125000 Penalty: 4770.826660
	Iteration 9Q: 3 clusters Score -1434996 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1435135.000000 Penalty: 4770.826660
	Iteration 10Q: 3 clusters Score -1435135 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1435266.250000 Penalty: 4770.826660
	Iteration 11Q: 3 clusters Score -1435266 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1435373.875000 Penalty: 4770.826660
	Iteration 12Q: 3 clusters Score -1435374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1435499.125000 Penalty: 4770.826660
	Iteration 13Q: 3 clusters Score -1435499 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1435632.375000 Penalty: 4770.826660
	Iteration 14Q: 3 clusters Score -1435632 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1435753.250000 Penalty: 4770.826660
	Iteration 15Q: 3 clusters Score -1435753 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1435881.875000 Penalty: 4770.826660
	Iteration 16Q: 3 clusters Score -1435882 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1435998.750000 Penalty: 4770.826660
	Iteration 17Q: 3 clusters Score -1435999 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1436101.125000 Penalty: 4770.826660
	Iteration 18Q: 3 clusters Score -1436101 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1436183.875000 Penalty: 4770.826660
	Iteration 19Q: 3 clusters Score -1436184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1436252.625000 Penalty: 4770.826660
	Iteration 20F: 3 clusters Score -1436253 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1436326.000000 Penalty: 4770.826660
	Iteration 21Q: 3 clusters Score -1436326 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1436394.625000 Penalty: 4770.826660
	Iteration 22Q: 3 clusters Score -1436395 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1436444.625000 Penalty: 4770.826660
	Iteration 23Q: 3 clusters Score -1436445 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1436502.875000 Penalty: 4770.826660
	Iteration 24Q: 3 clusters Score -1436503 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1436560.875000 Penalty: 4770.826660
	Iteration 25Q: 3 clusters Score -1436561 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1436615.750000 Penalty: 4770.826660
	Iteration 26Q: 3 clusters Score -1436616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1436669.750000 Penalty: 4770.826660
	Iteration 27Q: 3 clusters Score -1436670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1436712.875000 Penalty: 4770.826660
	Iteration 28Q: 3 clusters Score -1436713 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1436773.875000 Penalty: 4770.826660
	Iteration 29Q: 3 clusters Score -1436774 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1436837.125000 Penalty: 4770.826660
	Iteration 30Q: 3 clusters Score -1436837 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1436904.250000 Penalty: 4770.826660
	Iteration 31Q: 3 clusters Score -1436904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1436968.000000 Penalty: 4770.826660
	Iteration 32Q: 3 clusters Score -1436968 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1437044.750000 Penalty: 4770.826660
	Iteration 33Q: 3 clusters Score -1437045 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1437134.000000 Penalty: 4770.826660
	Iteration 34Q: 3 clusters Score -1437134 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1437210.125000 Penalty: 4770.826660
	Iteration 35Q: 3 clusters Score -1437210 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1437307.500000 Penalty: 4770.826660
	Iteration 36Q: 3 clusters Score -1437308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1437366.375000 Penalty: 4770.826660
	Iteration 37Q: 3 clusters Score -1437366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1437422.375000 Penalty: 4770.826660
	Iteration 38Q: 3 clusters Score -1437422 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1437471.500000 Penalty: 4770.826660
	Iteration 39Q: 3 clusters Score -1437472 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1437534.250000 Penalty: 4770.826660
	Iteration 40F: 3 clusters Score -1437534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1437582.000000 Penalty: 4770.826660
	Iteration 41Q: 3 clusters Score -1437582 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1437649.375000 Penalty: 4770.826660
	Iteration 42Q: 3 clusters Score -1437649 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1437694.250000 Penalty: 4770.826660
	Iteration 43Q: 3 clusters Score -1437694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1437733.125000 Penalty: 4770.826660
	Iteration 44Q: 3 clusters Score -1437733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1437763.250000 Penalty: 4770.826660
	Iteration 45Q: 3 clusters Score -1437763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1437796.750000 Penalty: 4770.826660
	Iteration 46Q: 3 clusters Score -1437797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1437824.750000 Penalty: 4770.826660
	Iteration 47Q: 3 clusters Score -1437825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1437858.125000 Penalty: 4770.826660
	Iteration 48Q: 3 clusters Score -1437858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1437886.750000 Penalty: 4770.826660
	Iteration 49Q: 3 clusters Score -1437887 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1437919.625000 Penalty: 4770.826660
	Iteration 50Q: 3 clusters Score -1437920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1437936.375000 Penalty: 4770.826660
	Iteration 51Q: 3 clusters Score -1437936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1437950.625000 Penalty: 4770.826660
	Iteration 52Q: 3 clusters Score -1437951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1437972.750000 Penalty: 4770.826660
	Iteration 53Q: 3 clusters Score -1437973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1438011.125000 Penalty: 4770.826660
	Iteration 54Q: 3 clusters Score -1438011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1438038.000000 Penalty: 4770.826660
	Iteration 55Q: 3 clusters Score -1438038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1438062.375000 Penalty: 4770.826660
	Iteration 56Q: 3 clusters Score -1438062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1438086.625000 Penalty: 4770.826660
	Iteration 57Q: 3 clusters Score -1438087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1438116.750000 Penalty: 4770.826660
	Iteration 58Q: 3 clusters Score -1438117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1438132.625000 Penalty: 4770.826660
	Iteration 59Q: 3 clusters Score -1438133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1438141.875000 Penalty: 4770.826660
	Iteration 60F: 3 clusters Score -1438142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1438162.375000 Penalty: 4770.826660
	Iteration 61Q: 3 clusters Score -1438162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1438175.625000 Penalty: 4770.826660
	Iteration 62Q: 3 clusters Score -1438176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1438186.875000 Penalty: 4770.826660
	Iteration 63Q: 3 clusters Score -1438187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1438201.375000 Penalty: 4770.826660
	Iteration 64Q: 3 clusters Score -1438201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1438217.750000 Penalty: 4770.826660
	Iteration 65Q: 3 clusters Score -1438218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1438232.125000 Penalty: 4770.826660
	Iteration 66Q: 3 clusters Score -1438232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1438244.375000 Penalty: 4770.826660
	Iteration 67Q: 3 clusters Score -1438244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1438263.625000 Penalty: 4770.826660
	Iteration 68Q: 3 clusters Score -1438264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1438274.750000 Penalty: 4770.826660
	Iteration 69Q: 3 clusters Score -1438275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1438286.250000 Penalty: 4770.826660
	Iteration 70Q: 3 clusters Score -1438286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1438292.000000 Penalty: 4770.826660
	Iteration 71Q: 3 clusters Score -1438292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1438300.000000 Penalty: 4770.826660
	Iteration 72Q: 3 clusters Score -1438300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1438304.000000 Penalty: 4770.826660
	Iteration 73Q: 3 clusters Score -1438304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1438316.250000 Penalty: 4770.826660
	Iteration 74Q: 3 clusters Score -1438316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1438318.875000 Penalty: 4770.826660
	Iteration 75Q: 3 clusters Score -1438319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1438320.875000 Penalty: 4770.826660
	Iteration 76Q: 3 clusters Score -1438321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1438327.500000 Penalty: 4770.826660
	Iteration 77Q: 3 clusters Score -1438328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1438330.250000 Penalty: 4770.826660
	Iteration 78Q: 3 clusters Score -1438330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1438339.250000 Penalty: 4770.826660
	Iteration 79Q: 3 clusters Score -1438339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1438347.750000 Penalty: 4770.826660
	Iteration 80F: 3 clusters Score -1438348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1438356.750000 Penalty: 4770.826660
	Iteration 81Q: 3 clusters Score -1438357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1438362.125000 Penalty: 4770.826660
	Iteration 82Q: 3 clusters Score -1438362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1438371.625000 Penalty: 4770.826660
	Iteration 83Q: 3 clusters Score -1438372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1438380.500000 Penalty: 4770.826660
	Iteration 84Q: 3 clusters Score -1438380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1438401.750000 Penalty: 4770.826660
	Iteration 85Q: 3 clusters Score -1438402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1438409.875000 Penalty: 4770.826660
	Iteration 86Q: 3 clusters Score -1438410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1438421.500000 Penalty: 4770.826660
	Iteration 87Q: 3 clusters Score -1438422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1438430.750000 Penalty: 4770.826660
	Iteration 88Q: 3 clusters Score -1438431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1438448.875000 Penalty: 4770.826660
	Iteration 89Q: 3 clusters Score -1438449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1438452.250000 Penalty: 4770.826660
	Iteration 90Q: 3 clusters Score -1438452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1438467.000000 Penalty: 4770.826660
	Iteration 91Q: 3 clusters Score -1438467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1438484.250000 Penalty: 4770.826660
	Iteration 92Q: 3 clusters Score -1438484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1438501.500000 Penalty: 4770.826660
	Iteration 93Q: 3 clusters Score -1438502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1438515.500000 Penalty: 4770.826660
	Iteration 94Q: 3 clusters Score -1438516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1438531.875000 Penalty: 4770.826660
	Iteration 95Q: 3 clusters Score -1438532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1438536.750000 Penalty: 4770.826660
	Iteration 96Q: 3 clusters Score -1438537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1438549.625000 Penalty: 4770.826660
	Iteration 97Q: 3 clusters Score -1438550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1438563.375000 Penalty: 4770.826660
	Iteration 98Q: 3 clusters Score -1438563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1438572.500000 Penalty: 4770.826660
	Iteration 99Q: 3 clusters Score -1438572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1438587.500000 Penalty: 4770.826660
	Iteration 100F: 3 clusters Score -1438588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1438603.875000 Penalty: 4770.826660
	Iteration 101Q: 3 clusters Score -1438604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1438620.750000 Penalty: 4770.826660
	Iteration 102Q: 3 clusters Score -1438621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1438639.125000 Penalty: 4770.826660
	Iteration 103Q: 3 clusters Score -1438639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1438649.500000 Penalty: 4770.826660
	Iteration 104Q: 3 clusters Score -1438650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1438660.375000 Penalty: 4770.826660
	Iteration 105Q: 3 clusters Score -1438660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1438674.750000 Penalty: 4770.826660
	Iteration 106Q: 3 clusters Score -1438675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1438686.250000 Penalty: 4770.826660
	Iteration 107Q: 3 clusters Score -1438686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1438698.375000 Penalty: 4770.826660
	Iteration 108Q: 3 clusters Score -1438698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1438706.500000 Penalty: 4770.826660
	Iteration 109Q: 3 clusters Score -1438706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1438717.500000 Penalty: 4770.826660
	Iteration 110Q: 3 clusters Score -1438718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1438725.625000 Penalty: 4770.826660
	Iteration 111Q: 3 clusters Score -1438726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1438747.625000 Penalty: 4770.826660
	Iteration 112Q: 3 clusters Score -1438748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1438765.250000 Penalty: 4770.826660
	Iteration 113Q: 3 clusters Score -1438765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1438782.375000 Penalty: 4770.826660
	Iteration 114Q: 3 clusters Score -1438782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1438807.375000 Penalty: 4770.826660
	Iteration 115Q: 3 clusters Score -1438807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1438827.750000 Penalty: 4770.826660
	Iteration 116Q: 3 clusters Score -1438828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1438840.875000 Penalty: 4770.826660
	Iteration 117Q: 3 clusters Score -1438841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1438850.500000 Penalty: 4770.826660
	Iteration 118Q: 3 clusters Score -1438850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1438859.250000 Penalty: 4770.826660
	Iteration 119Q: 3 clusters Score -1438859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1438868.250000 Penalty: 4770.826660
	Iteration 120F: 3 clusters Score -1438868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1438874.875000 Penalty: 4770.826660
	Iteration 121Q: 3 clusters Score -1438875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1438879.125000 Penalty: 4770.826660
	Iteration 122Q: 3 clusters Score -1438879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1438883.000000 Penalty: 4770.826660
	Iteration 123Q: 3 clusters Score -1438883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1438885.250000 Penalty: 4770.826660
	Iteration 124Q: 3 clusters Score -1438885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1438887.125000 Penalty: 4770.826660
	Iteration 125Q: 3 clusters Score -1438887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1438889.750000 Penalty: 4770.826660
	Iteration 126Q: 3 clusters Score -1438890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1438896.500000 Penalty: 4770.826660
	Iteration 127Q: 3 clusters Score -1438896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1438899.625000 Penalty: 4770.826660
	Iteration 128Q: 3 clusters Score -1438900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1438902.750000 Penalty: 4770.826660
	Iteration 129Q: 3 clusters Score -1438903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1438905.250000 Penalty: 4770.826660
	Iteration 130Q: 3 clusters Score -1438905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1438905.750000 Penalty: 4770.826660
	Iteration 131Q: 3 clusters Score -1438906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1438909.625000 Penalty: 4770.826660
	Iteration 132Q: 3 clusters Score -1438910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1438913.250000 Penalty: 4770.826660
	Iteration 133Q: 3 clusters Score -1438913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1438919.875000 Penalty: 4770.826660
	Iteration 134Q: 3 clusters Score -1438920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1438921.125000 Penalty: 4770.826660
	Iteration 135Q: 3 clusters Score -1438921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1438920.875000 Penalty: 4770.826660
	Iteration 136Q: 3 clusters Score -1438921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1438922.500000 Penalty: 4770.826660
	Iteration 137Q: 3 clusters Score -1438922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1438923.000000 Penalty: 4770.826660
	Iteration 138Q: 3 clusters Score -1438923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1438925.500000 Penalty: 4770.826660
	Iteration 139Q: 3 clusters Score -1438926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1438929.750000 Penalty: 4770.826660
	Iteration 140F: 3 clusters Score -1438930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1438931.125000 Penalty: 4770.826660
	Iteration 141Q: 3 clusters Score -1438931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1438930.750000 Penalty: 4770.826660
	Iteration 142Q: 3 clusters Score -1438931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1438931.125000 Penalty: 4770.826660
	Iteration 143Q: 3 clusters Score -1438931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1438932.500000 Penalty: 4770.826660
	Iteration 144Q: 3 clusters Score -1438932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1438934.250000 Penalty: 4770.826660
	Iteration 145Q: 3 clusters Score -1438934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1438933.000000 Penalty: 4770.826660
	Iteration 146Q: 3 clusters Score -1438933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1438937.125000 Penalty: 4770.826660
	Iteration 147Q: 3 clusters Score -1438937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1438936.500000 Penalty: 4770.826660
	Iteration 148Q: 3 clusters Score -1438936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1438942.250000 Penalty: 4770.826660
	Iteration 149Q: 3 clusters Score -1438942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1438945.500000 Penalty: 4770.826660
	Iteration 150Q: 3 clusters Score -1438946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1438951.000000 Penalty: 4770.826660
	Iteration 151Q: 3 clusters Score -1438951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1438951.875000 Penalty: 4770.826660
	Iteration 152Q: 3 clusters Score -1438952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1438952.625000 Penalty: 4770.826660
	Iteration 153Q: 3 clusters Score -1438953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1438955.875000 Penalty: 4770.826660
	Iteration 154Q: 3 clusters Score -1438956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1438960.375000 Penalty: 4770.826660
	Iteration 155Q: 3 clusters Score -1438960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1438961.875000 Penalty: 4770.826660
	Iteration 156Q: 3 clusters Score -1438962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1438962.000000 Penalty: 4770.826660
	Iteration 157Q: 3 clusters Score -1438962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1438962.625000 Penalty: 4770.826660
	Iteration 158Q: 3 clusters Score -1438963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1438959.375000 Penalty: 4770.826660
	Iteration 159Q: 3 clusters Score -1438959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1438961.000000 Penalty: 4770.826660
	Iteration 160F: 3 clusters Score -1438961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1438960.625000 Penalty: 4770.826660
	Iteration 161Q: 3 clusters Score -1438961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1438961.000000 Penalty: 4770.826660
	Iteration 162Q: 3 clusters Score -1438961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1438964.625000 Penalty: 4770.826660
	Iteration 163Q: 3 clusters Score -1438965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1438963.125000 Penalty: 4770.826660
	Iteration 164Q: 3 clusters Score -1438963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1438961.625000 Penalty: 4770.826660
	Iteration 165Q: 3 clusters Score -1438962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1438963.750000 Penalty: 4770.826660
	Iteration 166Q: 3 clusters Score -1438964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1438963.750000 Penalty: 4770.826660
	Iteration 167F: 3 clusters Score -1438964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -297320.500000 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -297320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -293917.500000 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -293917.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -294601.281250 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -294601.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -294752.000000 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -294752 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -294878.031250 Penalty: 4003.788818
	Iteration 3F: 3 clusters Score -294878 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -294987.875000 Penalty: 4003.788818
	Iteration 4Q: 3 clusters Score -294987.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -295087.437500 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -295087.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -295222.656250 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -295222.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -295453.218750 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -295453.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -295911.000000 Penalty: 4003.788818
	Iteration 8F: 3 clusters Score -295911 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -296219.906250 Penalty: 4003.788818
	Iteration 9F: 3 clusters Score -296219.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -296483.875000 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -296483.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -296757.687500 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -296757.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -296977.375000 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -296977.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -297086.656250 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -297086.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -297133.781250 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -297133.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -297159.906250 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -297159.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -297181.906250 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -297181.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -297199.250000 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -297199.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -297211.187500 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -297211.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297220.531250 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -297220.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -297233.968750 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -297234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -297247.500000 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -297247.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -297270.437500 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -297270.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297297.125000 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -297297.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -297332.718750 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -297332.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297422.968750 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -297423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297564.281250 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -297564.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -297664.218750 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -297664.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -297704.531250 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -297704.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297721.406250 Penalty: 4003.788818
	Iteration 29Q: 3 clusters Score -297721.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -297730.468750 Penalty: 4003.788818
	Iteration 30Q: 3 clusters Score -297730.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297739.312500 Penalty: 4003.788818
	Iteration 31Q: 3 clusters Score -297739.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -297741.187500 Penalty: 4003.788818
	Iteration 32Q: 3 clusters Score -297741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297742.500000 Penalty: 4003.788818
	Iteration 33Q: 3 clusters Score -297742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297743.312500 Penalty: 4003.788818
	Iteration 34Q: 3 clusters Score -297743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -297744.000000 Penalty: 4003.788818
	Iteration 35Q: 3 clusters Score -297744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297743.656250 Penalty: 4003.788818
	Iteration 36Q: 3 clusters Score -297743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297743.656250 Penalty: 4003.788818
	Iteration 37F: 3 clusters Score -297743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 2113 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 3051 members 
Mstep: Class 55 contains 1091 members 
Entering Unmasked Estep 
Score: -84122872.000000 Penalty: 187178.921875
Splitting cluster 49 changes total score from -84123712.000000 to -84122872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (13889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Entering Unmasked Estep 
Score: -1412989.000000 Penalty: 2365.635498
	Iteration 0F: 2 clusters Score -1412989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1402794.750000 Penalty: 4731.270996
	Iteration 0F: 3 clusters Score -1402795 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1405857.875000 Penalty: 4731.270996
	Iteration 1F: 3 clusters Score -1405858 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1406164.750000 Penalty: 4731.270996
	Iteration 2F: 3 clusters Score -1406165 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1406425.500000 Penalty: 4731.270996
	Iteration 3Q: 3 clusters Score -1406426 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1406652.000000 Penalty: 4731.270996
	Iteration 4Q: 3 clusters Score -1406652 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1406845.750000 Penalty: 4731.270996
	Iteration 5Q: 3 clusters Score -1406846 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1407050.125000 Penalty: 4731.270996
	Iteration 6Q: 3 clusters Score -1407050 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1407252.125000 Penalty: 4731.270996
	Iteration 7Q: 3 clusters Score -1407252 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1407417.875000 Penalty: 4731.270996
	Iteration 8Q: 3 clusters Score -1407418 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1407574.000000 Penalty: 4731.270996
	Iteration 9Q: 3 clusters Score -1407574 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1407741.875000 Penalty: 4731.270996
	Iteration 10Q: 3 clusters Score -1407742 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1407912.250000 Penalty: 4731.270996
	Iteration 11Q: 3 clusters Score -1407912 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1408079.250000 Penalty: 4731.270996
	Iteration 12Q: 3 clusters Score -1408079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1408228.125000 Penalty: 4731.270996
	Iteration 13Q: 3 clusters Score -1408228 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1408405.000000 Penalty: 4731.270996
	Iteration 14Q: 3 clusters Score -1408405 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1408595.750000 Penalty: 4731.270996
	Iteration 15Q: 3 clusters Score -1408596 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1408808.750000 Penalty: 4731.270996
	Iteration 16Q: 3 clusters Score -1408809 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1409056.000000 Penalty: 4731.270996
	Iteration 17Q: 3 clusters Score -1409056 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1409308.750000 Penalty: 4731.270996
	Iteration 18Q: 3 clusters Score -1409309 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1409549.750000 Penalty: 4731.270996
	Iteration 19Q: 3 clusters Score -1409550 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1409806.000000 Penalty: 4731.270996
	Iteration 20F: 3 clusters Score -1409806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1410023.375000 Penalty: 4731.270996
	Iteration 21Q: 3 clusters Score -1410023 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1410202.875000 Penalty: 4731.270996
	Iteration 22Q: 3 clusters Score -1410203 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1410353.125000 Penalty: 4731.270996
	Iteration 23Q: 3 clusters Score -1410353 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1410483.125000 Penalty: 4731.270996
	Iteration 24Q: 3 clusters Score -1410483 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1410567.750000 Penalty: 4731.270996
	Iteration 25Q: 3 clusters Score -1410568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1410642.000000 Penalty: 4731.270996
	Iteration 26Q: 3 clusters Score -1410642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1410701.500000 Penalty: 4731.270996
	Iteration 27Q: 3 clusters Score -1410702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1410750.250000 Penalty: 4731.270996
	Iteration 28Q: 3 clusters Score -1410750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1410788.125000 Penalty: 4731.270996
	Iteration 29Q: 3 clusters Score -1410788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1410821.000000 Penalty: 4731.270996
	Iteration 30Q: 3 clusters Score -1410821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1410846.750000 Penalty: 4731.270996
	Iteration 31Q: 3 clusters Score -1410847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1410868.375000 Penalty: 4731.270996
	Iteration 32Q: 3 clusters Score -1410868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1410885.375000 Penalty: 4731.270996
	Iteration 33Q: 3 clusters Score -1410885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1410897.250000 Penalty: 4731.270996
	Iteration 34Q: 3 clusters Score -1410897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1410902.375000 Penalty: 4731.270996
	Iteration 35Q: 3 clusters Score -1410902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1410906.000000 Penalty: 4731.270996
	Iteration 36Q: 3 clusters Score -1410906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1410914.500000 Penalty: 4731.270996
	Iteration 37Q: 3 clusters Score -1410914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1410920.750000 Penalty: 4731.270996
	Iteration 38Q: 3 clusters Score -1410921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1410932.375000 Penalty: 4731.270996
	Iteration 39Q: 3 clusters Score -1410932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1410936.625000 Penalty: 4731.270996
	Iteration 40F: 3 clusters Score -1410937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1410939.125000 Penalty: 4731.270996
	Iteration 41Q: 3 clusters Score -1410939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1410940.500000 Penalty: 4731.270996
	Iteration 42Q: 3 clusters Score -1410940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1410943.375000 Penalty: 4731.270996
	Iteration 43Q: 3 clusters Score -1410943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1410943.375000 Penalty: 4731.270996
	Iteration 44F: 3 clusters Score -1410943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -305592.218750 Penalty: 1991.622314
	Iteration 0F: 2 clusters Score -305592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -302275.500000 Penalty: 3983.244629
	Iteration 0F: 3 clusters Score -302275.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -302928.875000 Penalty: 3983.244629
	Iteration 1F: 3 clusters Score -302928.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303055.156250 Penalty: 3983.244629
	Iteration 2F: 3 clusters Score -303055.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -303144.000000 Penalty: 3983.244629
	Iteration 3Q: 3 clusters Score -303144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -303210.968750 Penalty: 3983.244629
	Iteration 4Q: 3 clusters Score -303211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -303259.000000 Penalty: 3983.244629
	Iteration 5Q: 3 clusters Score -303259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -303297.937500 Penalty: 3983.244629
	Iteration 6Q: 3 clusters Score -303297.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303326.625000 Penalty: 3983.244629
	Iteration 7Q: 3 clusters Score -303326.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -303354.625000 Penalty: 3983.244629
	Iteration 8Q: 3 clusters Score -303354.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -303370.687500 Penalty: 3983.244629
	Iteration 9Q: 3 clusters Score -303370.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -303386.781250 Penalty: 3983.244629
	Iteration 10Q: 3 clusters Score -303386.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -303401.500000 Penalty: 3983.244629
	Iteration 11Q: 3 clusters Score -303401.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -303414.281250 Penalty: 3983.244629
	Iteration 12Q: 3 clusters Score -303414.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -303425.750000 Penalty: 3983.244629
	Iteration 13Q: 3 clusters Score -303425.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -303436.218750 Penalty: 3983.244629
	Iteration 14Q: 3 clusters Score -303436.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -303445.125000 Penalty: 3983.244629
	Iteration 15Q: 3 clusters Score -303445.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303455.718750 Penalty: 3983.244629
	Iteration 16Q: 3 clusters Score -303455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303463.687500 Penalty: 3983.244629
	Iteration 17Q: 3 clusters Score -303463.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303472.406250 Penalty: 3983.244629
	Iteration 18Q: 3 clusters Score -303472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -303481.000000 Penalty: 3983.244629
	Iteration 19Q: 3 clusters Score -303481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303490.968750 Penalty: 3983.244629
	Iteration 20F: 3 clusters Score -303491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -303496.937500 Penalty: 3983.244629
	Iteration 21Q: 3 clusters Score -303496.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -303504.375000 Penalty: 3983.244629
	Iteration 22Q: 3 clusters Score -303504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -303512.875000 Penalty: 3983.244629
	Iteration 23Q: 3 clusters Score -303512.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -303522.125000 Penalty: 3983.244629
	Iteration 24Q: 3 clusters Score -303522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -303525.468750 Penalty: 3983.244629
	Iteration 25Q: 3 clusters Score -303525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303527.875000 Penalty: 3983.244629
	Iteration 26Q: 3 clusters Score -303527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -303530.750000 Penalty: 3983.244629
	Iteration 27Q: 3 clusters Score -303530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303533.156250 Penalty: 3983.244629
	Iteration 28Q: 3 clusters Score -303533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -303535.968750 Penalty: 3983.244629
	Iteration 29Q: 3 clusters Score -303536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303540.125000 Penalty: 3983.244629
	Iteration 30Q: 3 clusters Score -303540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303547.375000 Penalty: 3983.244629
	Iteration 31Q: 3 clusters Score -303547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303551.031250 Penalty: 3983.244629
	Iteration 32Q: 3 clusters Score -303551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -303553.375000 Penalty: 3983.244629
	Iteration 33Q: 3 clusters Score -303553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -303555.250000 Penalty: 3983.244629
	Iteration 34Q: 3 clusters Score -303555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -303558.593750 Penalty: 3983.244629
	Iteration 35Q: 3 clusters Score -303558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303561.750000 Penalty: 3983.244629
	Iteration 36Q: 3 clusters Score -303561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303564.968750 Penalty: 3983.244629
	Iteration 37Q: 3 clusters Score -303565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -303571.281250 Penalty: 3983.244629
	Iteration 38Q: 3 clusters Score -303571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303574.281250 Penalty: 3983.244629
	Iteration 39Q: 3 clusters Score -303574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303576.218750 Penalty: 3983.244629
	Iteration 40F: 3 clusters Score -303576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303577.593750 Penalty: 3983.244629
	Iteration 41Q: 3 clusters Score -303577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303577.593750 Penalty: 3983.244629
	Iteration 42F: 3 clusters Score -303577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -662473.250000 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -662473.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -656718.812500 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -656718.8 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -658242.500000 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -658242.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -658572.750000 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -658572.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -658782.187500 Penalty: 4381.758789
	Iteration 3F: 3 clusters Score -658782.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -658950.687500 Penalty: 4381.758789
	Iteration 4Q: 3 clusters Score -658950.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -659111.750000 Penalty: 4381.758789
	Iteration 5Q: 3 clusters Score -659111.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -659258.250000 Penalty: 4381.758789
	Iteration 6Q: 3 clusters Score -659258.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -659396.937500 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -659396.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -659541.062500 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -659541.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -659680.937500 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -659680.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -659799.500000 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -659799.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -659912.750000 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -659912.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -660011.062500 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -660011.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -660092.125000 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -660092.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -660156.875000 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -660156.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -660208.250000 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -660208.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -660250.812500 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -660250.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -660291.625000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -660291.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -660317.125000 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -660317.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -660331.500000 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -660331.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -660345.750000 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -660345.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -660362.250000 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -660362.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -660372.812500 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -660372.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -660381.125000 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -660381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -660387.375000 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -660387.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -660395.687500 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -660395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -660400.250000 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -660400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -660402.250000 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -660402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -660404.375000 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -660404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -660408.812500 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -660408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -660411.125000 Penalty: 4381.758789
	Iteration 30Q: 3 clusters Score -660411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -660414.250000 Penalty: 4381.758789
	Iteration 31Q: 3 clusters Score -660414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -660416.937500 Penalty: 4381.758789
	Iteration 32Q: 3 clusters Score -660416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -660417.062500 Penalty: 4381.758789
	Iteration 33Q: 3 clusters Score -660417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -660417.812500 Penalty: 4381.758789
	Iteration 34Q: 3 clusters Score -660417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -660418.500000 Penalty: 4381.758789
	Iteration 35Q: 3 clusters Score -660418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -660419.250000 Penalty: 4381.758789
	Iteration 36Q: 3 clusters Score -660419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -660419.250000 Penalty: 4381.758789
	Iteration 37Q: 3 clusters Score -660419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -660419.812500 Penalty: 4381.758789
	Iteration 38Q: 3 clusters Score -660419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -660419.625000 Penalty: 4381.758789
	Iteration 39Q: 3 clusters Score -660419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -660420.750000 Penalty: 4381.758789
	Iteration 40F: 3 clusters Score -660420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -660420.937500 Penalty: 4381.758789
	Iteration 41Q: 3 clusters Score -660420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -660420.750000 Penalty: 4381.758789
	Iteration 42Q: 3 clusters Score -660420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -660420.750000 Penalty: 4381.758789
	Iteration 43F: 3 clusters Score -660420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -189347.437500 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -189347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -186396.406250 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -186396.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -187351.218750 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -187351.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -187698.484375 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -187698.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -187868.687500 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -187868.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -187962.937500 Penalty: 3910.376465
	Iteration 4Q: 3 clusters Score -187962.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188008.984375 Penalty: 3910.376465
	Iteration 5Q: 3 clusters Score -188009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -188044.359375 Penalty: 3910.376465
	Iteration 6Q: 3 clusters Score -188044.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -188067.906250 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -188067.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -188081.515625 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -188081.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -188093.218750 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -188093.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -188107.031250 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -188107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -188111.890625 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -188111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -188115.734375 Penalty: 3910.376465
	Iteration 12Q: 3 clusters Score -188115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -188120.234375 Penalty: 3910.376465
	Iteration 13Q: 3 clusters Score -188120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -188124.734375 Penalty: 3910.376465
	Iteration 14Q: 3 clusters Score -188124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -188126.250000 Penalty: 3910.376465
	Iteration 15Q: 3 clusters Score -188126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -188127.109375 Penalty: 3910.376465
	Iteration 16Q: 3 clusters Score -188127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -188127.968750 Penalty: 3910.376465
	Iteration 17Q: 3 clusters Score -188128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -188129.875000 Penalty: 3910.376465
	Iteration 18Q: 3 clusters Score -188129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -188130.453125 Penalty: 3910.376465
	Iteration 19Q: 3 clusters Score -188130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -188130.453125 Penalty: 3910.376465
	Iteration 20F: 3 clusters Score -188130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 157106 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30550 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19849 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 57735 members 
Mstep: Class 22 contains 95394 members 
Mstep: Class 23 contains 73959 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 20734 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 32985 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98059 members 
Mstep: Class 40 contains 2481 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13597 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 9127 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15042 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123936.000000 Penalty: 183775.671875
Iteration 199Q: 55 clusters Score -8.412394e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9992 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 157102 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30534 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19854 members 
Mstep: Class 20 contains 5306 members 
Mstep: Class 21 contains 57733 members 
Mstep: Class 22 contains 95396 members 
Mstep: Class 23 contains 73950 members 
Mstep: Class 24 contains 2245 members 
Mstep: Class 25 contains 20728 members 
Mstep: Class 26 contains 20640 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32594 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33003 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8915 members 
Mstep: Class 38 contains 36724 members 
Mstep: Class 39 contains 98061 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5744 members 
Mstep: Class 43 contains 13604 members 
Mstep: Class 44 contains 5574 members 
Mstep: Class 45 contains 9126 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2161 members 
Mstep: Class 48 contains 15061 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13885 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 2654 members 
Mstep: Class 54 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124328.000000 Penalty: 183775.671875
Iteration 200F: 55 clusters Score -8.412433e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 157089 members 
Mstep: Class 7 contains 3264 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30515 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19861 members 
Mstep: Class 20 contains 5276 members 
Mstep: Class 21 contains 57731 members 
Mstep: Class 22 contains 95408 members 
Mstep: Class 23 contains 73944 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 20725 members 
Mstep: Class 26 contains 20638 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1985 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32593 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33019 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 36725 members 
Mstep: Class 39 contains 98062 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5747 members 
Mstep: Class 43 contains 13608 members 
Mstep: Class 44 contains 5571 members 
Mstep: Class 45 contains 9124 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2164 members 
Mstep: Class 48 contains 15062 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6859 members 
Mstep: Class 53 contains 2655 members 
Mstep: Class 54 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124320.000000 Penalty: 183775.671875
Iteration 201Q: 55 clusters Score -8.412432e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 9998 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 157078 members 
Mstep: Class 7 contains 3259 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30498 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19869 members 
Mstep: Class 20 contains 5255 members 
Mstep: Class 21 contains 57725 members 
Mstep: Class 22 contains 95417 members 
Mstep: Class 23 contains 73939 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 20719 members 
Mstep: Class 26 contains 20638 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1974 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32592 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33033 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8916 members 
Mstep: Class 38 contains 36726 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13609 members 
Mstep: Class 44 contains 5574 members 
Mstep: Class 45 contains 9124 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13885 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6857 members 
Mstep: Class 53 contains 2657 members 
Mstep: Class 54 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124320.000000 Penalty: 183775.671875
Iteration 202Q: 55 clusters Score -8.412432e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 11674 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 157070 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30472 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19875 members 
Mstep: Class 20 contains 5242 members 
Mstep: Class 21 contains 57720 members 
Mstep: Class 22 contains 95429 members 
Mstep: Class 23 contains 73936 members 
Mstep: Class 24 contains 2286 members 
Mstep: Class 25 contains 20715 members 
Mstep: Class 26 contains 20637 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1965 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32592 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33051 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8918 members 
Mstep: Class 38 contains 36726 members 
Mstep: Class 39 contains 98069 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5753 members 
Mstep: Class 43 contains 13610 members 
Mstep: Class 44 contains 5578 members 
Mstep: Class 45 contains 9124 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2166 members 
Mstep: Class 48 contains 15060 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13885 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6856 members 
Mstep: Class 53 contains 2660 members 
Mstep: Class 54 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124352.000000 Penalty: 183775.671875
Iteration 203Q: 55 clusters Score -8.412435e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 157059 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30438 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19876 members 
Mstep: Class 20 contains 5233 members 
Mstep: Class 21 contains 57720 members 
Mstep: Class 22 contains 95440 members 
Mstep: Class 23 contains 73936 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 20711 members 
Mstep: Class 26 contains 20643 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1954 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32591 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33067 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8924 members 
Mstep: Class 38 contains 36729 members 
Mstep: Class 39 contains 98073 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13616 members 
Mstep: Class 44 contains 5580 members 
Mstep: Class 45 contains 9122 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2168 members 
Mstep: Class 48 contains 15060 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6859 members 
Mstep: Class 53 contains 2660 members 
Mstep: Class 54 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124488.000000 Penalty: 183775.671875
Iteration 204Q: 55 clusters Score -8.412449e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10003 members 
Mstep: Class 4 contains 11674 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 157050 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19876 members 
Mstep: Class 20 contains 5232 members 
Mstep: Class 21 contains 57720 members 
Mstep: Class 22 contains 95457 members 
Mstep: Class 23 contains 73933 members 
Mstep: Class 24 contains 2297 members 
Mstep: Class 25 contains 20707 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9606 members 
Mstep: Class 28 contains 1948 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32590 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33098 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8928 members 
Mstep: Class 38 contains 36728 members 
Mstep: Class 39 contains 98069 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5751 members 
Mstep: Class 43 contains 13617 members 
Mstep: Class 44 contains 5584 members 
Mstep: Class 45 contains 9119 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2173 members 
Mstep: Class 48 contains 15064 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6862 members 
Mstep: Class 53 contains 2661 members 
Mstep: Class 54 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124704.000000 Penalty: 183775.671875
Iteration 205Q: 55 clusters Score -8.41247e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 157039 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30359 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19878 members 
Mstep: Class 20 contains 5227 members 
Mstep: Class 21 contains 57720 members 
Mstep: Class 22 contains 95473 members 
Mstep: Class 23 contains 73931 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 20707 members 
Mstep: Class 26 contains 20644 members 
Mstep: Class 27 contains 9606 members 
Mstep: Class 28 contains 1938 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32590 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3557 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33117 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8931 members 
Mstep: Class 38 contains 36726 members 
Mstep: Class 39 contains 98069 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13621 members 
Mstep: Class 44 contains 5587 members 
Mstep: Class 45 contains 9119 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2175 members 
Mstep: Class 48 contains 15064 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6863 members 
Mstep: Class 53 contains 2663 members 
Mstep: Class 54 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124592.000000 Penalty: 183775.671875
Iteration 206Q: 55 clusters Score -8.412459e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 10018 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 157034 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30333 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19883 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 57720 members 
Mstep: Class 22 contains 95488 members 
Mstep: Class 23 contains 73926 members 
Mstep: Class 24 contains 2303 members 
Mstep: Class 25 contains 20704 members 
Mstep: Class 26 contains 20639 members 
Mstep: Class 27 contains 9606 members 
Mstep: Class 28 contains 1932 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32590 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3556 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33136 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8926 members 
Mstep: Class 38 contains 36724 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13622 members 
Mstep: Class 44 contains 5590 members 
Mstep: Class 45 contains 9119 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2177 members 
Mstep: Class 48 contains 15062 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6863 members 
Mstep: Class 53 contains 2667 members 
Mstep: Class 54 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124560.000000 Penalty: 183775.671875
Iteration 207Q: 55 clusters Score -8.412456e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 157026 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30301 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19881 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 57721 members 
Mstep: Class 22 contains 95503 members 
Mstep: Class 23 contains 73923 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 20702 members 
Mstep: Class 26 contains 20640 members 
Mstep: Class 27 contains 9607 members 
Mstep: Class 28 contains 1926 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32590 members 
Mstep: Class 31 contains 2932 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33157 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8923 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13630 members 
Mstep: Class 44 contains 5592 members 
Mstep: Class 45 contains 9118 members 
Mstep: Class 46 contains 10834 members 
Mstep: Class 47 contains 2178 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6863 members 
Mstep: Class 53 contains 2668 members 
Mstep: Class 54 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124656.000000 Penalty: 183775.671875
Iteration 208Q: 55 clusters Score -8.412466e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 157024 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3815 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30271 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19880 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 57721 members 
Mstep: Class 22 contains 95506 members 
Mstep: Class 23 contains 73922 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 20697 members 
Mstep: Class 26 contains 20641 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32588 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33175 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8926 members 
Mstep: Class 38 contains 36717 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13635 members 
Mstep: Class 44 contains 5596 members 
Mstep: Class 45 contains 9118 members 
Mstep: Class 46 contains 10835 members 
Mstep: Class 47 contains 2179 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13889 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6863 members 
Mstep: Class 53 contains 2671 members 
Mstep: Class 54 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124640.000000 Penalty: 183775.671875
Iteration 209Q: 55 clusters Score -8.412464e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 157024 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30251 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19883 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 57721 members 
Mstep: Class 22 contains 95505 members 
Mstep: Class 23 contains 73921 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20643 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32589 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33194 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8926 members 
Mstep: Class 38 contains 36717 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5753 members 
Mstep: Class 43 contains 13639 members 
Mstep: Class 44 contains 5598 members 
Mstep: Class 45 contains 9116 members 
Mstep: Class 46 contains 10836 members 
Mstep: Class 47 contains 2180 members 
Mstep: Class 48 contains 15066 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6862 members 
Mstep: Class 53 contains 2673 members 
Mstep: Class 54 contains 3060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124656.000000 Penalty: 183775.671875
Iteration 210Q: 55 clusters Score -8.412466e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10032 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 157021 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30227 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19889 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 57719 members 
Mstep: Class 22 contains 95510 members 
Mstep: Class 23 contains 73920 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20646 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32587 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33212 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8924 members 
Mstep: Class 38 contains 36714 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13642 members 
Mstep: Class 44 contains 5600 members 
Mstep: Class 45 contains 9115 members 
Mstep: Class 46 contains 10835 members 
Mstep: Class 47 contains 2181 members 
Mstep: Class 48 contains 15065 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6861 members 
Mstep: Class 53 contains 2677 members 
Mstep: Class 54 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124592.000000 Penalty: 183775.671875
Iteration 211Q: 55 clusters Score -8.412459e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10033 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 157014 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30206 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19889 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 57714 members 
Mstep: Class 22 contains 95526 members 
Mstep: Class 23 contains 73919 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20646 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33233 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8925 members 
Mstep: Class 38 contains 36712 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5752 members 
Mstep: Class 43 contains 13646 members 
Mstep: Class 44 contains 5600 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10834 members 
Mstep: Class 47 contains 2183 members 
Mstep: Class 48 contains 15064 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6862 members 
Mstep: Class 53 contains 2684 members 
Mstep: Class 54 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124560.000000 Penalty: 183775.671875
Iteration 212Q: 55 clusters Score -8.412456e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 157011 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30182 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19891 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 57714 members 
Mstep: Class 22 contains 95534 members 
Mstep: Class 23 contains 73916 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20695 members 
Mstep: Class 26 contains 20647 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1903 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33246 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8929 members 
Mstep: Class 38 contains 36711 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5751 members 
Mstep: Class 43 contains 13648 members 
Mstep: Class 44 contains 5601 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13885 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6862 members 
Mstep: Class 53 contains 2685 members 
Mstep: Class 54 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124656.000000 Penalty: 183775.671875
Iteration 213Q: 55 clusters Score -8.412466e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 157007 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30160 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 57715 members 
Mstep: Class 22 contains 95542 members 
Mstep: Class 23 contains 73914 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20696 members 
Mstep: Class 26 contains 20642 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32580 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33259 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 36708 members 
Mstep: Class 39 contains 98071 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13652 members 
Mstep: Class 44 contains 5603 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 15064 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13885 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6863 members 
Mstep: Class 53 contains 2687 members 
Mstep: Class 54 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124560.000000 Penalty: 183775.671875
Iteration 214Q: 55 clusters Score -8.412456e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10039 members 
Mstep: Class 4 contains 11674 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 157005 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 30145 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19898 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 57715 members 
Mstep: Class 22 contains 95556 members 
Mstep: Class 23 contains 73912 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20698 members 
Mstep: Class 26 contains 20637 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32579 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33263 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8938 members 
Mstep: Class 38 contains 36702 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13661 members 
Mstep: Class 44 contains 5603 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6859 members 
Mstep: Class 53 contains 2694 members 
Mstep: Class 54 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124552.000000 Penalty: 183775.671875
Iteration 215Q: 55 clusters Score -8.412455e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 157002 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 30128 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19898 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 57715 members 
Mstep: Class 22 contains 95567 members 
Mstep: Class 23 contains 73909 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20698 members 
Mstep: Class 26 contains 20637 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32580 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33269 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8937 members 
Mstep: Class 38 contains 36698 members 
Mstep: Class 39 contains 98071 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13670 members 
Mstep: Class 44 contains 5605 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 15062 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6853 members 
Mstep: Class 53 contains 2697 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124528.000000 Penalty: 183775.671875
Iteration 216Q: 55 clusters Score -8.412453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 157002 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 30119 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 5204 members 
Mstep: Class 21 contains 57716 members 
Mstep: Class 22 contains 95566 members 
Mstep: Class 23 contains 73906 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20700 members 
Mstep: Class 26 contains 20636 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33275 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8938 members 
Mstep: Class 38 contains 36694 members 
Mstep: Class 39 contains 98072 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13675 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10834 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 15062 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6851 members 
Mstep: Class 53 contains 2701 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124536.000000 Penalty: 183775.671875
Iteration 217Q: 55 clusters Score -8.412454e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 157000 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 30110 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 57717 members 
Mstep: Class 22 contains 95573 members 
Mstep: Class 23 contains 73902 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20698 members 
Mstep: Class 26 contains 20639 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32581 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33275 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36692 members 
Mstep: Class 39 contains 98074 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13681 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2188 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6850 members 
Mstep: Class 53 contains 2705 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124568.000000 Penalty: 183775.671875
Iteration 218Q: 55 clusters Score -8.412457e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 157000 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 30107 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1873 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19899 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 57717 members 
Mstep: Class 22 contains 95579 members 
Mstep: Class 23 contains 73897 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20697 members 
Mstep: Class 26 contains 20640 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32581 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3554 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33275 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36689 members 
Mstep: Class 39 contains 98075 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13686 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9112 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2188 members 
Mstep: Class 48 contains 15065 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6849 members 
Mstep: Class 53 contains 2710 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124536.000000 Penalty: 183775.671875
Iteration 219Q: 55 clusters Score -8.412454e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 156997 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 30102 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 57714 members 
Mstep: Class 22 contains 95588 members 
Mstep: Class 23 contains 73892 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20695 members 
Mstep: Class 26 contains 20640 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33277 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98079 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13689 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 15065 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6849 members 
Mstep: Class 53 contains 2711 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124496.000000 Penalty: 183775.671875
Iteration 220F: 55 clusters Score -8.41245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 156996 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 30097 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19896 members 
Mstep: Class 20 contains 5197 members 
Mstep: Class 21 contains 57715 members 
Mstep: Class 22 contains 95591 members 
Mstep: Class 23 contains 73891 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20639 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33278 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98079 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13691 members 
Mstep: Class 44 contains 5610 members 
Mstep: Class 45 contains 9116 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2191 members 
Mstep: Class 48 contains 15066 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6848 members 
Mstep: Class 53 contains 2712 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124504.000000 Penalty: 183775.671875
Iteration 221Q: 55 clusters Score -8.41245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156996 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2936 members 
Mstep: Class 11 contains 30095 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19897 members 
Mstep: Class 20 contains 5195 members 
Mstep: Class 21 contains 57714 members 
Mstep: Class 22 contains 95597 members 
Mstep: Class 23 contains 73888 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20637 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33277 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98078 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13690 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9116 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2192 members 
Mstep: Class 48 contains 15068 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2713 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124568.000000 Penalty: 183775.671875
Iteration 222Q: 55 clusters Score -8.412457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10044 members 
Mstep: Class 4 contains 11678 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156997 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 30093 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3503 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 5194 members 
Mstep: Class 21 contains 57713 members 
Mstep: Class 22 contains 95600 members 
Mstep: Class 23 contains 73888 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20637 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33275 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98078 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13692 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9115 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2192 members 
Mstep: Class 48 contains 15069 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2714 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124592.000000 Penalty: 183775.671875
Iteration 223Q: 55 clusters Score -8.412459e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10047 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 156995 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 30091 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 57709 members 
Mstep: Class 22 contains 95605 members 
Mstep: Class 23 contains 73886 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20636 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33276 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98078 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13693 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2192 members 
Mstep: Class 48 contains 15069 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2714 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124664.000000 Penalty: 183775.671875
Iteration 224Q: 55 clusters Score -8.412466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10048 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156995 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2939 members 
Mstep: Class 11 contains 30090 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95610 members 
Mstep: Class 23 contains 73886 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32582 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33277 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8938 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98077 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13694 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2192 members 
Mstep: Class 48 contains 15068 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2715 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124656.000000 Penalty: 183775.671875
Iteration 225Q: 55 clusters Score -8.412466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10051 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30086 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19892 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95610 members 
Mstep: Class 23 contains 73885 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33280 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98076 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2192 members 
Mstep: Class 48 contains 15066 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2715 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124696.000000 Penalty: 183775.671875
Iteration 226Q: 55 clusters Score -8.41247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30086 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19890 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95611 members 
Mstep: Class 23 contains 73882 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33281 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8938 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98077 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13698 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2193 members 
Mstep: Class 48 contains 15066 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2715 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124672.000000 Penalty: 183775.671875
Iteration 227Q: 55 clusters Score -8.412467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30086 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95612 members 
Mstep: Class 23 contains 73882 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9607 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33283 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8937 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98076 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13699 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2193 members 
Mstep: Class 48 contains 15066 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2715 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124704.000000 Penalty: 183775.671875
Iteration 228Q: 55 clusters Score -8.41247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30087 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95615 members 
Mstep: Class 23 contains 73882 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9605 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33285 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98074 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13699 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2193 members 
Mstep: Class 48 contains 15066 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2715 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124704.000000 Penalty: 183775.671875
Iteration 229Q: 55 clusters Score -8.41247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3818 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30085 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95615 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9607 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33286 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98076 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13699 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2193 members 
Mstep: Class 48 contains 15068 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2716 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124688.000000 Penalty: 183775.671875
Iteration 230Q: 55 clusters Score -8.412469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3818 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30082 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95616 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33286 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98076 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13698 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2194 members 
Mstep: Class 48 contains 15069 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2716 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124712.000000 Penalty: 183775.671875
Iteration 231Q: 55 clusters Score -8.412471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3818 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30081 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95616 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33286 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8933 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98074 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2196 members 
Mstep: Class 48 contains 15071 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2717 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124744.000000 Penalty: 183775.671875
Iteration 232Q: 55 clusters Score -8.412474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3818 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30080 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95618 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3063 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33286 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8933 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98074 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2196 members 
Mstep: Class 48 contains 15073 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2720 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124720.000000 Penalty: 183775.671875
Iteration 233Q: 55 clusters Score -8.412472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30079 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95616 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3063 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33286 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8932 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98074 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2196 members 
Mstep: Class 48 contains 15074 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124696.000000 Penalty: 183775.671875
Iteration 234Q: 55 clusters Score -8.41247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30078 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95616 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33287 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98074 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15076 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124680.000000 Penalty: 183775.671875
Iteration 235Q: 55 clusters Score -8.412468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30076 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95615 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33289 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98073 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15078 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124672.000000 Penalty: 183775.671875
Iteration 236Q: 55 clusters Score -8.412467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30074 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57707 members 
Mstep: Class 22 contains 95619 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33289 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98071 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5748 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124688.000000 Penalty: 183775.671875
Iteration 237Q: 55 clusters Score -8.412469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30072 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57706 members 
Mstep: Class 22 contains 95622 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33290 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124696.000000 Penalty: 183775.671875
Iteration 238Q: 55 clusters Score -8.41247e+07 nChanged 4
Entering ConstructFrom: 
Score: -84124696.000000 Penalty: 183775.671875
Entering ConstructFrom: 
Trying to split cluster 1 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -28842.228516 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -28842.23 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 167 members 
Entering Unmasked Estep 
Score: -27592.294922 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -27592.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27763.654297 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -27763.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27836.890625 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -27836.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27882.595703 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -27882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27901.191406 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -27901.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27931.398438 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -27931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27981.201172 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -27981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28053.179688 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -28053.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28065.246094 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -28065.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28070.683594 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -28070.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28073.751953 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -28073.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28075.916016 Penalty: 2943.707520
	Iteration 11F: 3 clusters Score -28075.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28091.888672 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -28091.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28091.888672 Penalty: 2943.707520
	Iteration 13F: 3 clusters Score -28091.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -333393.656250 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -333393.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -329530.562500 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -329530.6 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -330399.187500 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -330399.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -330633.500000 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -330633.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -330854.125000 Penalty: 4114.839355
	Iteration 3F: 3 clusters Score -330854.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -331083.843750 Penalty: 4114.839355
	Iteration 4F: 3 clusters Score -331083.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -331284.750000 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -331284.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -331421.343750 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -331421.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -331570.000000 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -331570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -331734.718750 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -331734.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -331904.375000 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -331904.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -332057.937500 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -332057.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -332180.437500 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -332180.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -332312.281250 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -332312.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -332452.062500 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -332452.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -332575.500000 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -332575.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -332680.375000 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -332680.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -332778.500000 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -332778.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -332869.156250 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -332869.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -332977.218750 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -332977.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -333076.000000 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -333076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -333170.968750 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -333171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -333240.843750 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -333240.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -333296.156250 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -333296.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -333345.156250 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -333345.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -333397.187500 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -333397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -333442.406250 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -333442.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -333487.781250 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -333487.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -333544.562500 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -333544.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -333630.156250 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -333630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -333766.875000 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -333766.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -333906.968750 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -333907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -333993.593750 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -333993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -334029.812500 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -334029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -334043.812500 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -334043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -334044.875000 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -334044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -334044.875000 Penalty: 4114.839355
	Iteration 35F: 3 clusters Score -334044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30072 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57706 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33291 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Mstep: Class 55 contains 3449 members 
Entering Unmasked Estep 
Score: -84124064.000000 Penalty: 187178.921875
Splitting cluster 2 changes total score from -84124696.000000 to -84124064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -995534.375000 Penalty: 2285.524658
	Iteration 0F: 2 clusters Score -995534.4 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 5065 members 
Entering Unmasked Estep 
Score: -987794.000000 Penalty: 4571.049316
	Iteration 0F: 3 clusters Score -987794 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -990050.312500 Penalty: 4571.049316
	Iteration 1F: 3 clusters Score -990050.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -990333.750000 Penalty: 4571.049316
	Iteration 2F: 3 clusters Score -990333.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -990514.062500 Penalty: 4571.049316
	Iteration 3Q: 3 clusters Score -990514.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -990647.625000 Penalty: 4571.049316
	Iteration 4Q: 3 clusters Score -990647.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -990742.875000 Penalty: 4571.049316
	Iteration 5Q: 3 clusters Score -990742.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -990812.562500 Penalty: 4571.049316
	Iteration 6Q: 3 clusters Score -990812.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -990877.562500 Penalty: 4571.049316
	Iteration 7Q: 3 clusters Score -990877.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -990937.000000 Penalty: 4571.049316
	Iteration 8Q: 3 clusters Score -990937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -990990.312500 Penalty: 4571.049316
	Iteration 9Q: 3 clusters Score -990990.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -991049.875000 Penalty: 4571.049316
	Iteration 10Q: 3 clusters Score -991049.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -991115.000000 Penalty: 4571.049316
	Iteration 11Q: 3 clusters Score -991115 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -991195.625000 Penalty: 4571.049316
	Iteration 12Q: 3 clusters Score -991195.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -991279.437500 Penalty: 4571.049316
	Iteration 13Q: 3 clusters Score -991279.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -991378.437500 Penalty: 4571.049316
	Iteration 14Q: 3 clusters Score -991378.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -991476.937500 Penalty: 4571.049316
	Iteration 15Q: 3 clusters Score -991476.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -991599.750000 Penalty: 4571.049316
	Iteration 16Q: 3 clusters Score -991599.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -991747.812500 Penalty: 4571.049316
	Iteration 17Q: 3 clusters Score -991747.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -991930.937500 Penalty: 4571.049316
	Iteration 18Q: 3 clusters Score -991930.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -992125.750000 Penalty: 4571.049316
	Iteration 19Q: 3 clusters Score -992125.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -992322.750000 Penalty: 4571.049316
	Iteration 20F: 3 clusters Score -992322.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -992506.625000 Penalty: 4571.049316
	Iteration 21Q: 3 clusters Score -992506.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -992686.312500 Penalty: 4571.049316
	Iteration 22Q: 3 clusters Score -992686.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -992834.062500 Penalty: 4571.049316
	Iteration 23Q: 3 clusters Score -992834.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -992947.437500 Penalty: 4571.049316
	Iteration 24Q: 3 clusters Score -992947.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -993059.687500 Penalty: 4571.049316
	Iteration 25Q: 3 clusters Score -993059.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -993167.687500 Penalty: 4571.049316
	Iteration 26Q: 3 clusters Score -993167.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -993256.500000 Penalty: 4571.049316
	Iteration 27Q: 3 clusters Score -993256.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -993326.312500 Penalty: 4571.049316
	Iteration 28Q: 3 clusters Score -993326.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -993401.000000 Penalty: 4571.049316
	Iteration 29Q: 3 clusters Score -993401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -993457.062500 Penalty: 4571.049316
	Iteration 30Q: 3 clusters Score -993457.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -993491.500000 Penalty: 4571.049316
	Iteration 31Q: 3 clusters Score -993491.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -993514.312500 Penalty: 4571.049316
	Iteration 32Q: 3 clusters Score -993514.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -993532.500000 Penalty: 4571.049316
	Iteration 33Q: 3 clusters Score -993532.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -993542.437500 Penalty: 4571.049316
	Iteration 34Q: 3 clusters Score -993542.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -993556.187500 Penalty: 4571.049316
	Iteration 35Q: 3 clusters Score -993556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -993568.875000 Penalty: 4571.049316
	Iteration 36Q: 3 clusters Score -993568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -993576.875000 Penalty: 4571.049316
	Iteration 37Q: 3 clusters Score -993576.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -993578.625000 Penalty: 4571.049316
	Iteration 38Q: 3 clusters Score -993578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -993584.062500 Penalty: 4571.049316
	Iteration 39Q: 3 clusters Score -993584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -993587.625000 Penalty: 4571.049316
	Iteration 40F: 3 clusters Score -993587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -993590.125000 Penalty: 4571.049316
	Iteration 41Q: 3 clusters Score -993590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -993595.187500 Penalty: 4571.049316
	Iteration 42Q: 3 clusters Score -993595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -993597.937500 Penalty: 4571.049316
	Iteration 43Q: 3 clusters Score -993597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -993602.937500 Penalty: 4571.049316
	Iteration 44Q: 3 clusters Score -993602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -993605.437500 Penalty: 4571.049316
	Iteration 45Q: 3 clusters Score -993605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -993609.875000 Penalty: 4571.049316
	Iteration 46Q: 3 clusters Score -993609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -993616.312500 Penalty: 4571.049316
	Iteration 47Q: 3 clusters Score -993616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -993622.250000 Penalty: 4571.049316
	Iteration 48Q: 3 clusters Score -993622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -993623.687500 Penalty: 4571.049316
	Iteration 49Q: 3 clusters Score -993623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -993623.125000 Penalty: 4571.049316
	Iteration 50Q: 3 clusters Score -993623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -993627.250000 Penalty: 4571.049316
	Iteration 51Q: 3 clusters Score -993627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -993630.625000 Penalty: 4571.049316
	Iteration 52Q: 3 clusters Score -993630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -993634.000000 Penalty: 4571.049316
	Iteration 53Q: 3 clusters Score -993634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -993639.750000 Penalty: 4571.049316
	Iteration 54Q: 3 clusters Score -993639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -993643.187500 Penalty: 4571.049316
	Iteration 55Q: 3 clusters Score -993643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -993642.687500 Penalty: 4571.049316
	Iteration 56Q: 3 clusters Score -993642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -993642.687500 Penalty: 4571.049316
	Iteration 57F: 3 clusters Score -993642.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -1162983.875000 Penalty: 2322.655762
	Iteration 0F: 2 clusters Score -1162984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1154243.500000 Penalty: 4645.311523
	Iteration 0F: 3 clusters Score -1154244 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1156927.625000 Penalty: 4645.311523
	Iteration 1F: 3 clusters Score -1156928 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1157611.250000 Penalty: 4645.311523
	Iteration 2F: 3 clusters Score -1157611 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1158353.375000 Penalty: 4645.311523
	Iteration 3F: 3 clusters Score -1158353 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1159286.750000 Penalty: 4645.311523
	Iteration 4F: 3 clusters Score -1159287 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1160085.375000 Penalty: 4645.311523
	Iteration 5F: 3 clusters Score -1160085 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1160581.625000 Penalty: 4645.311523
	Iteration 6F: 3 clusters Score -1160582 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1160878.625000 Penalty: 4645.311523
	Iteration 7Q: 3 clusters Score -1160879 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1161050.875000 Penalty: 4645.311523
	Iteration 8Q: 3 clusters Score -1161051 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1161131.375000 Penalty: 4645.311523
	Iteration 9Q: 3 clusters Score -1161131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1161183.750000 Penalty: 4645.311523
	Iteration 10Q: 3 clusters Score -1161184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1161198.000000 Penalty: 4645.311523
	Iteration 11Q: 3 clusters Score -1161198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1161206.500000 Penalty: 4645.311523
	Iteration 12Q: 3 clusters Score -1161206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1161209.875000 Penalty: 4645.311523
	Iteration 13Q: 3 clusters Score -1161210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1161213.250000 Penalty: 4645.311523
	Iteration 14Q: 3 clusters Score -1161213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1161213.250000 Penalty: 4645.311523
	Iteration 15Q: 3 clusters Score -1161213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1161218.125000 Penalty: 4645.311523
	Iteration 16Q: 3 clusters Score -1161218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1161218.750000 Penalty: 4645.311523
	Iteration 17Q: 3 clusters Score -1161219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1161218.000000 Penalty: 4645.311523
	Iteration 18Q: 3 clusters Score -1161218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1161223.000000 Penalty: 4645.311523
	Iteration 19Q: 3 clusters Score -1161223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1161224.750000 Penalty: 4645.311523
	Iteration 20F: 3 clusters Score -1161225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1161225.625000 Penalty: 4645.311523
	Iteration 21Q: 3 clusters Score -1161226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1161224.750000 Penalty: 4645.311523
	Iteration 22Q: 3 clusters Score -1161225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1161225.875000 Penalty: 4645.311523
	Iteration 23Q: 3 clusters Score -1161226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1161225.750000 Penalty: 4645.311523
	Iteration 24Q: 3 clusters Score -1161226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1161231.500000 Penalty: 4645.311523
	Iteration 25Q: 3 clusters Score -1161232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1161231.125000 Penalty: 4645.311523
	Iteration 26Q: 3 clusters Score -1161231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1161230.875000 Penalty: 4645.311523
	Iteration 27Q: 3 clusters Score -1161231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1161232.250000 Penalty: 4645.311523
	Iteration 28Q: 3 clusters Score -1161232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1161234.375000 Penalty: 4645.311523
	Iteration 29Q: 3 clusters Score -1161234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1161233.375000 Penalty: 4645.311523
	Iteration 30Q: 3 clusters Score -1161233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1161234.125000 Penalty: 4645.311523
	Iteration 31Q: 3 clusters Score -1161234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1161236.625000 Penalty: 4645.311523
	Iteration 32Q: 3 clusters Score -1161237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1161238.125000 Penalty: 4645.311523
	Iteration 33Q: 3 clusters Score -1161238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1161237.875000 Penalty: 4645.311523
	Iteration 34Q: 3 clusters Score -1161238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1161237.250000 Penalty: 4645.311523
	Iteration 35Q: 3 clusters Score -1161237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1161238.375000 Penalty: 4645.311523
	Iteration 36Q: 3 clusters Score -1161238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1161238.375000 Penalty: 4645.311523
	Iteration 37F: 3 clusters Score -1161238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -269925.812500 Penalty: 2001.817139
	Iteration 0F: 2 clusters Score -269925.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -266567.187500 Penalty: 4003.634277
	Iteration 0F: 3 clusters Score -266567.2 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -267376.000000 Penalty: 4003.634277
	Iteration 1F: 3 clusters Score -267376 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -267614.687500 Penalty: 4003.634277
	Iteration 2F: 3 clusters Score -267614.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -267784.781250 Penalty: 4003.634277
	Iteration 3F: 3 clusters Score -267784.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -267933.468750 Penalty: 4003.634277
	Iteration 4Q: 3 clusters Score -267933.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -268087.562500 Penalty: 4003.634277
	Iteration 5Q: 3 clusters Score -268087.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268242.968750 Penalty: 4003.634277
	Iteration 6Q: 3 clusters Score -268243 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -268390.437500 Penalty: 4003.634277
	Iteration 7Q: 3 clusters Score -268390.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -268516.468750 Penalty: 4003.634277
	Iteration 8Q: 3 clusters Score -268516.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -268606.218750 Penalty: 4003.634277
	Iteration 9Q: 3 clusters Score -268606.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -268667.937500 Penalty: 4003.634277
	Iteration 10Q: 3 clusters Score -268667.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -268720.343750 Penalty: 4003.634277
	Iteration 11Q: 3 clusters Score -268720.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -268760.375000 Penalty: 4003.634277
	Iteration 12Q: 3 clusters Score -268760.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -268793.062500 Penalty: 4003.634277
	Iteration 13Q: 3 clusters Score -268793.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -268814.343750 Penalty: 4003.634277
	Iteration 14Q: 3 clusters Score -268814.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -268836.875000 Penalty: 4003.634277
	Iteration 15Q: 3 clusters Score -268836.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -268870.562500 Penalty: 4003.634277
	Iteration 16Q: 3 clusters Score -268870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -268889.281250 Penalty: 4003.634277
	Iteration 17Q: 3 clusters Score -268889.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -268905.062500 Penalty: 4003.634277
	Iteration 18Q: 3 clusters Score -268905.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -268924.218750 Penalty: 4003.634277
	Iteration 19Q: 3 clusters Score -268924.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -268947.343750 Penalty: 4003.634277
	Iteration 20F: 3 clusters Score -268947.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -268963.125000 Penalty: 4003.634277
	Iteration 21Q: 3 clusters Score -268963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -268972.875000 Penalty: 4003.634277
	Iteration 22Q: 3 clusters Score -268972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -268980.312500 Penalty: 4003.634277
	Iteration 23Q: 3 clusters Score -268980.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -268985.125000 Penalty: 4003.634277
	Iteration 24Q: 3 clusters Score -268985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -268987.843750 Penalty: 4003.634277
	Iteration 25Q: 3 clusters Score -268987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -268993.125000 Penalty: 4003.634277
	Iteration 26Q: 3 clusters Score -268993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -268998.468750 Penalty: 4003.634277
	Iteration 27Q: 3 clusters Score -268998.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -269002.593750 Penalty: 4003.634277
	Iteration 28Q: 3 clusters Score -269002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -269007.687500 Penalty: 4003.634277
	Iteration 29Q: 3 clusters Score -269007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -269014.812500 Penalty: 4003.634277
	Iteration 30Q: 3 clusters Score -269014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -269020.093750 Penalty: 4003.634277
	Iteration 31Q: 3 clusters Score -269020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -269023.875000 Penalty: 4003.634277
	Iteration 32Q: 3 clusters Score -269023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -269025.375000 Penalty: 4003.634277
	Iteration 33Q: 3 clusters Score -269025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -269026.656250 Penalty: 4003.634277
	Iteration 34Q: 3 clusters Score -269026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -269028.343750 Penalty: 4003.634277
	Iteration 35Q: 3 clusters Score -269028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -269031.406250 Penalty: 4003.634277
	Iteration 36Q: 3 clusters Score -269031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -269032.687500 Penalty: 4003.634277
	Iteration 37Q: 3 clusters Score -269032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -269032.906250 Penalty: 4003.634277
	Iteration 38Q: 3 clusters Score -269032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -269033.125000 Penalty: 4003.634277
	Iteration 39Q: 3 clusters Score -269033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -269034.218750 Penalty: 4003.634277
	Iteration 40F: 3 clusters Score -269034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (156991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Entering Unmasked Estep 
Score: -15488466.000000 Penalty: 2967.058105
	Iteration 0F: 2 clusters Score -1.548847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -15383682.000000 Penalty: 5934.116211
	Iteration 0F: 3 clusters Score -1.538368e+07 nChanged 75004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -15426699.000000 Penalty: 5934.116211
	Iteration 1F: 3 clusters Score -1.54267e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -15427595.000000 Penalty: 5934.116211
	Iteration 2Q: 3 clusters Score -1.54276e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -15429053.000000 Penalty: 5934.116211
	Iteration 3Q: 3 clusters Score -1.542905e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -15431145.000000 Penalty: 5934.116211
	Iteration 4Q: 3 clusters Score -1.543114e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -15434775.000000 Penalty: 5934.116211
	Iteration 5Q: 3 clusters Score -1.543478e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -15440610.000000 Penalty: 5934.116211
	Iteration 6F: 3 clusters Score -1.544061e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -15448480.000000 Penalty: 5934.116211
	Iteration 7F: 3 clusters Score -1.544848e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 120192 members 
Entering Unmasked Estep 
Score: -15457572.000000 Penalty: 5934.116211
	Iteration 8F: 3 clusters Score -1.545757e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 130118 members 
Entering Unmasked Estep 
Score: -15466023.000000 Penalty: 5934.116211
	Iteration 9F: 3 clusters Score -1.546602e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 138470 members 
Entering Unmasked Estep 
Score: -15472354.000000 Penalty: 5934.116211
	Iteration 10F: 3 clusters Score -1.547235e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -15477386.000000 Penalty: 5934.116211
	Iteration 11Q: 3 clusters Score -1.547739e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 149410 members 
Entering Unmasked Estep 
Score: -15480842.000000 Penalty: 5934.116211
	Iteration 12Q: 3 clusters Score -1.548084e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -15482881.000000 Penalty: 5934.116211
	Iteration 13Q: 3 clusters Score -1.548288e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 154085 members 
Entering Unmasked Estep 
Score: -15484172.000000 Penalty: 5934.116211
	Iteration 14Q: 3 clusters Score -1.548417e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -15484820.000000 Penalty: 5934.116211
	Iteration 15Q: 3 clusters Score -1.548482e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -15485189.000000 Penalty: 5934.116211
	Iteration 16Q: 3 clusters Score -1.548519e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -15485448.000000 Penalty: 5934.116211
	Iteration 17Q: 3 clusters Score -1.548545e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -15485586.000000 Penalty: 5934.116211
	Iteration 18Q: 3 clusters Score -1.548559e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -15485658.000000 Penalty: 5934.116211
	Iteration 19Q: 3 clusters Score -1.548566e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -15485718.000000 Penalty: 5934.116211
	Iteration 20F: 3 clusters Score -1.548572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
Score: -15485759.000000 Penalty: 5934.116211
	Iteration 21Q: 3 clusters Score -1.548576e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -15485782.000000 Penalty: 5934.116211
	Iteration 22Q: 3 clusters Score -1.548578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -15485812.000000 Penalty: 5934.116211
	Iteration 23Q: 3 clusters Score -1.548581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -15485849.000000 Penalty: 5934.116211
	Iteration 24Q: 3 clusters Score -1.548585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -15485854.000000 Penalty: 5934.116211
	Iteration 25Q: 3 clusters Score -1.548585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -15485858.000000 Penalty: 5934.116211
	Iteration 26Q: 3 clusters Score -1.548586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 156416 members 
Entering Unmasked Estep 
Score: -15485883.000000 Penalty: 5934.116211
	Iteration 27Q: 3 clusters Score -1.548588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 156424 members 
Entering Unmasked Estep 
Score: -15485878.000000 Penalty: 5934.116211
	Iteration 28Q: 3 clusters Score -1.548588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 156423 members 
Entering Unmasked Estep 
Score: -15485894.000000 Penalty: 5934.116211
	Iteration 29Q: 3 clusters Score -1.548589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -15485880.000000 Penalty: 5934.116211
	Iteration 30Q: 3 clusters Score -1.548588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -15485886.000000 Penalty: 5934.116211
	Iteration 31Q: 3 clusters Score -1.548589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -15485882.000000 Penalty: 5934.116211
	Iteration 32Q: 3 clusters Score -1.548588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -15485882.000000 Penalty: 5934.116211
	Iteration 33F: 3 clusters Score -1.548588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -303644.500000 Penalty: 2005.887207
	Iteration 0F: 2 clusters Score -303644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -300247.281250 Penalty: 4011.774414
	Iteration 0F: 3 clusters Score -300247.3 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -301043.375000 Penalty: 4011.774414
	Iteration 1F: 3 clusters Score -301043.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -301267.000000 Penalty: 4011.774414
	Iteration 2F: 3 clusters Score -301267 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -301465.000000 Penalty: 4011.774414
	Iteration 3F: 3 clusters Score -301465 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -301663.093750 Penalty: 4011.774414
	Iteration 4F: 3 clusters Score -301663.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -301847.125000 Penalty: 4011.774414
	Iteration 5F: 3 clusters Score -301847.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -301984.593750 Penalty: 4011.774414
	Iteration 6Q: 3 clusters Score -301984.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -302085.625000 Penalty: 4011.774414
	Iteration 7Q: 3 clusters Score -302085.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -302173.500000 Penalty: 4011.774414
	Iteration 8Q: 3 clusters Score -302173.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -302251.343750 Penalty: 4011.774414
	Iteration 9Q: 3 clusters Score -302251.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -302297.687500 Penalty: 4011.774414
	Iteration 10Q: 3 clusters Score -302297.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -302340.406250 Penalty: 4011.774414
	Iteration 11Q: 3 clusters Score -302340.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -302370.781250 Penalty: 4011.774414
	Iteration 12Q: 3 clusters Score -302370.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -302398.468750 Penalty: 4011.774414
	Iteration 13Q: 3 clusters Score -302398.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -302424.468750 Penalty: 4011.774414
	Iteration 14Q: 3 clusters Score -302424.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -302455.093750 Penalty: 4011.774414
	Iteration 15Q: 3 clusters Score -302455.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -302476.812500 Penalty: 4011.774414
	Iteration 16Q: 3 clusters Score -302476.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -302497.031250 Penalty: 4011.774414
	Iteration 17Q: 3 clusters Score -302497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -302512.718750 Penalty: 4011.774414
	Iteration 18Q: 3 clusters Score -302512.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -302533.656250 Penalty: 4011.774414
	Iteration 19Q: 3 clusters Score -302533.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -302579.000000 Penalty: 4011.774414
	Iteration 20F: 3 clusters Score -302579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -302720.625000 Penalty: 4011.774414
	Iteration 21Q: 3 clusters Score -302720.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -302915.687500 Penalty: 4011.774414
	Iteration 22Q: 3 clusters Score -302915.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -303072.062500 Penalty: 4011.774414
	Iteration 23Q: 3 clusters Score -303072.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -303154.687500 Penalty: 4011.774414
	Iteration 24Q: 3 clusters Score -303154.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303216.375000 Penalty: 4011.774414
	Iteration 25Q: 3 clusters Score -303216.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -303292.750000 Penalty: 4011.774414
	Iteration 26Q: 3 clusters Score -303292.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -303375.000000 Penalty: 4011.774414
	Iteration 27Q: 3 clusters Score -303375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -303485.218750 Penalty: 4011.774414
	Iteration 28Q: 3 clusters Score -303485.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -303587.406250 Penalty: 4011.774414
	Iteration 29Q: 3 clusters Score -303587.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303669.625000 Penalty: 4011.774414
	Iteration 30Q: 3 clusters Score -303669.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -303756.593750 Penalty: 4011.774414
	Iteration 31Q: 3 clusters Score -303756.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -303825.750000 Penalty: 4011.774414
	Iteration 32Q: 3 clusters Score -303825.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303882.156250 Penalty: 4011.774414
	Iteration 33Q: 3 clusters Score -303882.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303929.468750 Penalty: 4011.774414
	Iteration 34Q: 3 clusters Score -303929.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -303983.968750 Penalty: 4011.774414
	Iteration 35Q: 3 clusters Score -303984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304027.312500 Penalty: 4011.774414
	Iteration 36Q: 3 clusters Score -304027.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -304079.281250 Penalty: 4011.774414
	Iteration 37Q: 3 clusters Score -304079.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -304143.281250 Penalty: 4011.774414
	Iteration 38Q: 3 clusters Score -304143.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -304264.187500 Penalty: 4011.774414
	Iteration 39Q: 3 clusters Score -304264.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -304446.906250 Penalty: 4011.774414
	Iteration 40F: 3 clusters Score -304446.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -304576.031250 Penalty: 4011.774414
	Iteration 41Q: 3 clusters Score -304576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -304593.531250 Penalty: 4011.774414
	Iteration 42Q: 3 clusters Score -304593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -304596.593750 Penalty: 4011.774414
	Iteration 43Q: 3 clusters Score -304596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304598.093750 Penalty: 4011.774414
	Iteration 44Q: 3 clusters Score -304598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304598.750000 Penalty: 4011.774414
	Iteration 45Q: 3 clusters Score -304598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304598.750000 Penalty: 4011.774414
	Iteration 46F: 3 clusters Score -304598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30072 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57706 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33291 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Mstep: Class 55 contains 884 members 
Entering Unmasked Estep 
Score: -84124256.000000 Penalty: 187178.921875
Splitting cluster 7 changes total score from -84124696.000000 to -84124256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -71719.289062 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -71719.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69934.976562 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -69934.98 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70267.882812 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -70267.88 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70464.789062 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -70464.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70761.500000 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -70761.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71332.687500 Penalty: 3329.626465
	Iteration 4F: 3 clusters Score -71332.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71904.226562 Penalty: 3329.626465
	Iteration 5F: 3 clusters Score -71904.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72150.890625 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -72150.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72407.570312 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -72407.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72653.085938 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -72653.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72761.195312 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -72761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72761.195312 Penalty: 3329.626465
	Iteration 10F: 3 clusters Score -72761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30072 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57706 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33291 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Mstep: Class 55 contains 279 members 
Entering Unmasked Estep 
Score: -84124000.000000 Penalty: 187178.921875
Splitting cluster 8 changes total score from -84124696.000000 to -84124000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -346462.093750 Penalty: 2045.635254
	Iteration 0F: 2 clusters Score -346462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -342730.187500 Penalty: 4091.270508
	Iteration 0F: 3 clusters Score -342730.2 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -343853.937500 Penalty: 4091.270508
	Iteration 1F: 3 clusters Score -343853.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -344432.312500 Penalty: 4091.270508
	Iteration 2F: 3 clusters Score -344432.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -344850.687500 Penalty: 4091.270508
	Iteration 3F: 3 clusters Score -344850.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -345099.343750 Penalty: 4091.270508
	Iteration 4F: 3 clusters Score -345099.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -345245.250000 Penalty: 4091.270508
	Iteration 5Q: 3 clusters Score -345245.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -345332.937500 Penalty: 4091.270508
	Iteration 6Q: 3 clusters Score -345332.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -345394.468750 Penalty: 4091.270508
	Iteration 7Q: 3 clusters Score -345394.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -345437.656250 Penalty: 4091.270508
	Iteration 8Q: 3 clusters Score -345437.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -345460.750000 Penalty: 4091.270508
	Iteration 9Q: 3 clusters Score -345460.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -345477.875000 Penalty: 4091.270508
	Iteration 10Q: 3 clusters Score -345477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -345483.250000 Penalty: 4091.270508
	Iteration 11Q: 3 clusters Score -345483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -345489.625000 Penalty: 4091.270508
	Iteration 12Q: 3 clusters Score -345489.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -345492.250000 Penalty: 4091.270508
	Iteration 13Q: 3 clusters Score -345492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -345496.062500 Penalty: 4091.270508
	Iteration 14Q: 3 clusters Score -345496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -345497.875000 Penalty: 4091.270508
	Iteration 15Q: 3 clusters Score -345497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -345499.812500 Penalty: 4091.270508
	Iteration 16Q: 3 clusters Score -345499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -345501.187500 Penalty: 4091.270508
	Iteration 17Q: 3 clusters Score -345501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -345501.406250 Penalty: 4091.270508
	Iteration 18Q: 3 clusters Score -345501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -345502.343750 Penalty: 4091.270508
	Iteration 19Q: 3 clusters Score -345502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -345502.687500 Penalty: 4091.270508
	Iteration 20F: 3 clusters Score -345502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -345504.562500 Penalty: 4091.270508
	Iteration 21Q: 3 clusters Score -345504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -345506.000000 Penalty: 4091.270508
	Iteration 22Q: 3 clusters Score -345506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -345508.750000 Penalty: 4091.270508
	Iteration 23Q: 3 clusters Score -345508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -345508.781250 Penalty: 4091.270508
	Iteration 24Q: 3 clusters Score -345508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -345509.218750 Penalty: 4091.270508
	Iteration 25Q: 3 clusters Score -345509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -345511.187500 Penalty: 4091.270508
	Iteration 26Q: 3 clusters Score -345511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -345511.843750 Penalty: 4091.270508
	Iteration 27Q: 3 clusters Score -345511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -345512.562500 Penalty: 4091.270508
	Iteration 28Q: 3 clusters Score -345512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -345512.843750 Penalty: 4091.270508
	Iteration 29Q: 3 clusters Score -345512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -345513.343750 Penalty: 4091.270508
	Iteration 30Q: 3 clusters Score -345513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -345513.593750 Penalty: 4091.270508
	Iteration 31Q: 3 clusters Score -345513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -345512.875000 Penalty: 4091.270508
	Iteration 32Q: 3 clusters Score -345512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -345514.156250 Penalty: 4091.270508
	Iteration 33Q: 3 clusters Score -345514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -345515.187500 Penalty: 4091.270508
	Iteration 34Q: 3 clusters Score -345515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -345515.656250 Penalty: 4091.270508
	Iteration 35Q: 3 clusters Score -345515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -345515.312500 Penalty: 4091.270508
	Iteration 36Q: 3 clusters Score -345515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -345516.375000 Penalty: 4091.270508
	Iteration 37Q: 3 clusters Score -345516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -345516.843750 Penalty: 4091.270508
	Iteration 38Q: 3 clusters Score -345516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -345517.156250 Penalty: 4091.270508
	Iteration 39Q: 3 clusters Score -345517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -345517.156250 Penalty: 4091.270508
	Iteration 40F: 3 clusters Score -345517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -264564.718750 Penalty: 1980.568970
	Iteration 0F: 2 clusters Score -264564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -261338.375000 Penalty: 3961.137939
	Iteration 0F: 3 clusters Score -261338.4 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -261993.281250 Penalty: 3961.137939
	Iteration 1F: 3 clusters Score -261993.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -262160.687500 Penalty: 3961.137939
	Iteration 2F: 3 clusters Score -262160.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -262285.968750 Penalty: 3961.137939
	Iteration 3F: 3 clusters Score -262286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -262376.250000 Penalty: 3961.137939
	Iteration 4Q: 3 clusters Score -262376.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262469.500000 Penalty: 3961.137939
	Iteration 5Q: 3 clusters Score -262469.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -262548.312500 Penalty: 3961.137939
	Iteration 6Q: 3 clusters Score -262548.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -262615.968750 Penalty: 3961.137939
	Iteration 7Q: 3 clusters Score -262616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -262670.531250 Penalty: 3961.137939
	Iteration 8Q: 3 clusters Score -262670.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262712.750000 Penalty: 3961.137939
	Iteration 9Q: 3 clusters Score -262712.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -262759.187500 Penalty: 3961.137939
	Iteration 10Q: 3 clusters Score -262759.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262810.250000 Penalty: 3961.137939
	Iteration 11Q: 3 clusters Score -262810.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -262850.593750 Penalty: 3961.137939
	Iteration 12Q: 3 clusters Score -262850.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -262884.875000 Penalty: 3961.137939
	Iteration 13Q: 3 clusters Score -262884.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -262910.468750 Penalty: 3961.137939
	Iteration 14Q: 3 clusters Score -262910.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262924.343750 Penalty: 3961.137939
	Iteration 15Q: 3 clusters Score -262924.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -262930.843750 Penalty: 3961.137939
	Iteration 16Q: 3 clusters Score -262930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -262934.406250 Penalty: 3961.137939
	Iteration 17Q: 3 clusters Score -262934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -262939.000000 Penalty: 3961.137939
	Iteration 18Q: 3 clusters Score -262939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -262941.562500 Penalty: 3961.137939
	Iteration 19Q: 3 clusters Score -262941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -262943.968750 Penalty: 3961.137939
	Iteration 20F: 3 clusters Score -262944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -262946.781250 Penalty: 3961.137939
	Iteration 21Q: 3 clusters Score -262946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -262952.531250 Penalty: 3961.137939
	Iteration 22Q: 3 clusters Score -262952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262955.500000 Penalty: 3961.137939
	Iteration 23Q: 3 clusters Score -262955.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -262960.750000 Penalty: 3961.137939
	Iteration 24Q: 3 clusters Score -262960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -262967.562500 Penalty: 3961.137939
	Iteration 25Q: 3 clusters Score -262967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -262971.718750 Penalty: 3961.137939
	Iteration 26Q: 3 clusters Score -262971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -262973.531250 Penalty: 3961.137939
	Iteration 27Q: 3 clusters Score -262973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262976.718750 Penalty: 3961.137939
	Iteration 28Q: 3 clusters Score -262976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262980.000000 Penalty: 3961.137939
	Iteration 29Q: 3 clusters Score -262980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262981.500000 Penalty: 3961.137939
	Iteration 30Q: 3 clusters Score -262981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262981.937500 Penalty: 3961.137939
	Iteration 31Q: 3 clusters Score -262981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262982.562500 Penalty: 3961.137939
	Iteration 32Q: 3 clusters Score -262982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262982.781250 Penalty: 3961.137939
	Iteration 33Q: 3 clusters Score -262982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262984.000000 Penalty: 3961.137939
	Iteration 34Q: 3 clusters Score -262984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -262986.250000 Penalty: 3961.137939
	Iteration 35Q: 3 clusters Score -262986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -262986.875000 Penalty: 3961.137939
	Iteration 36Q: 3 clusters Score -262986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262988.531250 Penalty: 3961.137939
	Iteration 37Q: 3 clusters Score -262988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262989.968750 Penalty: 3961.137939
	Iteration 38Q: 3 clusters Score -262990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262990.187500 Penalty: 3961.137939
	Iteration 39Q: 3 clusters Score -262990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262990.593750 Penalty: 3961.137939
	Iteration 40F: 3 clusters Score -262990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Entering Unmasked Estep 
Score: -2806832.500000 Penalty: 2557.214844
	Iteration 0F: 2 clusters Score -2806832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2786363.000000 Penalty: 5114.429688
	Iteration 0F: 3 clusters Score -2786363 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2793682.500000 Penalty: 5114.429688
	Iteration 1F: 3 clusters Score -2793682 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2794286.500000 Penalty: 5114.429688
	Iteration 2F: 3 clusters Score -2794286 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2794961.000000 Penalty: 5114.429688
	Iteration 3F: 3 clusters Score -2794961 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2795697.500000 Penalty: 5114.429688
	Iteration 4F: 3 clusters Score -2795698 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2796697.250000 Penalty: 5114.429688
	Iteration 5F: 3 clusters Score -2796697 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2797989.250000 Penalty: 5114.429688
	Iteration 6F: 3 clusters Score -2797989 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2799474.250000 Penalty: 5114.429688
	Iteration 7F: 3 clusters Score -2799474 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2800849.750000 Penalty: 5114.429688
	Iteration 8F: 3 clusters Score -2800850 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -2801993.250000 Penalty: 5114.429688
	Iteration 9Q: 3 clusters Score -2801993 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2802925.000000 Penalty: 5114.429688
	Iteration 10Q: 3 clusters Score -2802925 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2803610.500000 Penalty: 5114.429688
	Iteration 11Q: 3 clusters Score -2803610 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -2804074.000000 Penalty: 5114.429688
	Iteration 12Q: 3 clusters Score -2804074 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -2804324.250000 Penalty: 5114.429688
	Iteration 13Q: 3 clusters Score -2804324 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -2804475.750000 Penalty: 5114.429688
	Iteration 14Q: 3 clusters Score -2804476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -2804587.500000 Penalty: 5114.429688
	Iteration 15Q: 3 clusters Score -2804588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -2804670.500000 Penalty: 5114.429688
	Iteration 16Q: 3 clusters Score -2804670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -2804717.250000 Penalty: 5114.429688
	Iteration 17Q: 3 clusters Score -2804717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -2804736.250000 Penalty: 5114.429688
	Iteration 18Q: 3 clusters Score -2804736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -2804755.250000 Penalty: 5114.429688
	Iteration 19Q: 3 clusters Score -2804755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -2804772.500000 Penalty: 5114.429688
	Iteration 20F: 3 clusters Score -2804772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -2804791.250000 Penalty: 5114.429688
	Iteration 21Q: 3 clusters Score -2804791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -2804811.500000 Penalty: 5114.429688
	Iteration 22Q: 3 clusters Score -2804812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -2804815.000000 Penalty: 5114.429688
	Iteration 23Q: 3 clusters Score -2804815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -2804829.250000 Penalty: 5114.429688
	Iteration 24Q: 3 clusters Score -2804829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -2804830.250000 Penalty: 5114.429688
	Iteration 25Q: 3 clusters Score -2804830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -2804836.000000 Penalty: 5114.429688
	Iteration 26Q: 3 clusters Score -2804836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -2804837.250000 Penalty: 5114.429688
	Iteration 27Q: 3 clusters Score -2804837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -2804847.250000 Penalty: 5114.429688
	Iteration 28Q: 3 clusters Score -2804847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -2804853.750000 Penalty: 5114.429688
	Iteration 29Q: 3 clusters Score -2804854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -2804853.500000 Penalty: 5114.429688
	Iteration 30Q: 3 clusters Score -2804854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -2804854.250000 Penalty: 5114.429688
	Iteration 31Q: 3 clusters Score -2804854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -2804854.250000 Penalty: 5114.429688
	Iteration 32F: 3 clusters Score -2804854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -599925.562500 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -599925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -594482.875000 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -594482.9 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -595906.125000 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -595906.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -596239.062500 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -596239.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -596584.250000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -596584.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -596967.562500 Penalty: 4342.611328
	Iteration 4F: 3 clusters Score -596967.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -597359.062500 Penalty: 4342.611328
	Iteration 5F: 3 clusters Score -597359.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -597725.625000 Penalty: 4342.611328
	Iteration 6F: 3 clusters Score -597725.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -598013.875000 Penalty: 4342.611328
	Iteration 7F: 3 clusters Score -598013.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -598208.000000 Penalty: 4342.611328
	Iteration 8Q: 3 clusters Score -598208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -598290.937500 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -598290.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -598335.750000 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -598335.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -598366.437500 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -598366.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -598384.937500 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -598384.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -598404.000000 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -598404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -598425.125000 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -598425.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -598435.500000 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -598435.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -598441.062500 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -598441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -598445.625000 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -598445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -598447.750000 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -598447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -598448.750000 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -598448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -598448.937500 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -598448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -423676.906250 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -423676.9 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 2337 members 
Entering Unmasked Estep 
Score: -419377.718750 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -419377.7 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -420403.843750 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -420403.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -420653.906250 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -420653.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -420818.125000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -420818.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -420956.781250 Penalty: 4185.429688
	Iteration 4Q: 3 clusters Score -420956.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -421081.750000 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -421081.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -421197.062500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -421197.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -421294.781250 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -421294.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -421383.281250 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -421383.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -421473.000000 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -421473 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -421540.093750 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -421540.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -421593.687500 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -421593.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -421646.250000 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -421646.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -421683.062500 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -421683.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -421733.031250 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -421733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -421779.843750 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -421779.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -421808.906250 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -421808.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -421837.812500 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -421837.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -421866.187500 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -421866.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -421897.875000 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -421897.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -421924.531250 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -421924.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -421948.312500 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -421948.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -421969.500000 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -421969.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -421990.562500 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -421990.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -422007.562500 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -422007.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -422017.656250 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -422017.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -422021.343750 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -422021.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -422027.125000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -422027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -422031.656250 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -422031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -422039.687500 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -422039.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -422049.843750 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -422049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -422055.375000 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -422055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -422060.187500 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -422060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -422061.718750 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -422061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -422063.718750 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -422063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -422065.468750 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -422065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -422065.343750 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -422065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -422065.750000 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -422065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -422065.750000 Penalty: 4185.429688
	Iteration 38F: 3 clusters Score -422065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -315146.187500 Penalty: 2022.600952
	Iteration 0F: 2 clusters Score -315146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -311671.218750 Penalty: 4045.201904
	Iteration 0F: 3 clusters Score -311671.2 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -312635.437500 Penalty: 4045.201904
	Iteration 1F: 3 clusters Score -312635.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -312998.500000 Penalty: 4045.201904
	Iteration 2F: 3 clusters Score -312998.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -313347.375000 Penalty: 4045.201904
	Iteration 3F: 3 clusters Score -313347.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -313610.468750 Penalty: 4045.201904
	Iteration 4F: 3 clusters Score -313610.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -313832.968750 Penalty: 4045.201904
	Iteration 5F: 3 clusters Score -313833 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -313981.812500 Penalty: 4045.201904
	Iteration 6Q: 3 clusters Score -313981.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -314080.125000 Penalty: 4045.201904
	Iteration 7Q: 3 clusters Score -314080.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -314161.375000 Penalty: 4045.201904
	Iteration 8Q: 3 clusters Score -314161.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -314211.968750 Penalty: 4045.201904
	Iteration 9Q: 3 clusters Score -314212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -314251.625000 Penalty: 4045.201904
	Iteration 10Q: 3 clusters Score -314251.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314286.687500 Penalty: 4045.201904
	Iteration 11Q: 3 clusters Score -314286.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -314305.906250 Penalty: 4045.201904
	Iteration 12Q: 3 clusters Score -314305.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -314325.031250 Penalty: 4045.201904
	Iteration 13Q: 3 clusters Score -314325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -314338.937500 Penalty: 4045.201904
	Iteration 14Q: 3 clusters Score -314338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -314343.093750 Penalty: 4045.201904
	Iteration 15Q: 3 clusters Score -314343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -314347.250000 Penalty: 4045.201904
	Iteration 16Q: 3 clusters Score -314347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -314349.843750 Penalty: 4045.201904
	Iteration 17Q: 3 clusters Score -314349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -314354.906250 Penalty: 4045.201904
	Iteration 18Q: 3 clusters Score -314354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -314360.656250 Penalty: 4045.201904
	Iteration 19Q: 3 clusters Score -314360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -314367.250000 Penalty: 4045.201904
	Iteration 20F: 3 clusters Score -314367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -314371.343750 Penalty: 4045.201904
	Iteration 21Q: 3 clusters Score -314371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -314373.906250 Penalty: 4045.201904
	Iteration 22Q: 3 clusters Score -314373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -314375.781250 Penalty: 4045.201904
	Iteration 23Q: 3 clusters Score -314375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -314378.375000 Penalty: 4045.201904
	Iteration 24Q: 3 clusters Score -314378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -314379.031250 Penalty: 4045.201904
	Iteration 25Q: 3 clusters Score -314379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -314380.218750 Penalty: 4045.201904
	Iteration 26Q: 3 clusters Score -314380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -314380.218750 Penalty: 4045.201904
	Iteration 27F: 3 clusters Score -314380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1322294.625000 Penalty: 2352.735107
	Iteration 0F: 2 clusters Score -1322295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1312627.875000 Penalty: 4705.470215
	Iteration 0F: 3 clusters Score -1312628 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1315543.625000 Penalty: 4705.470215
	Iteration 1F: 3 clusters Score -1315544 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1315840.500000 Penalty: 4705.470215
	Iteration 2F: 3 clusters Score -1315840 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1316049.500000 Penalty: 4705.470215
	Iteration 3Q: 3 clusters Score -1316050 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1316228.250000 Penalty: 4705.470215
	Iteration 4Q: 3 clusters Score -1316228 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1316398.375000 Penalty: 4705.470215
	Iteration 5Q: 3 clusters Score -1316398 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1316574.500000 Penalty: 4705.470215
	Iteration 6Q: 3 clusters Score -1316574 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1316748.125000 Penalty: 4705.470215
	Iteration 7Q: 3 clusters Score -1316748 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1316959.625000 Penalty: 4705.470215
	Iteration 8Q: 3 clusters Score -1316960 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1317226.875000 Penalty: 4705.470215
	Iteration 9Q: 3 clusters Score -1317227 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1317566.250000 Penalty: 4705.470215
	Iteration 10Q: 3 clusters Score -1317566 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1317938.125000 Penalty: 4705.470215
	Iteration 11Q: 3 clusters Score -1317938 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1318383.625000 Penalty: 4705.470215
	Iteration 12Q: 3 clusters Score -1318384 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1318823.875000 Penalty: 4705.470215
	Iteration 13Q: 3 clusters Score -1318824 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1319221.250000 Penalty: 4705.470215
	Iteration 14Q: 3 clusters Score -1319221 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1319547.125000 Penalty: 4705.470215
	Iteration 15Q: 3 clusters Score -1319547 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1319773.250000 Penalty: 4705.470215
	Iteration 16Q: 3 clusters Score -1319773 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1319921.375000 Penalty: 4705.470215
	Iteration 17Q: 3 clusters Score -1319921 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1320041.500000 Penalty: 4705.470215
	Iteration 18Q: 3 clusters Score -1320042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1320108.250000 Penalty: 4705.470215
	Iteration 19Q: 3 clusters Score -1320108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1320160.250000 Penalty: 4705.470215
	Iteration 20F: 3 clusters Score -1320160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1320188.125000 Penalty: 4705.470215
	Iteration 21Q: 3 clusters Score -1320188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1320210.250000 Penalty: 4705.470215
	Iteration 22Q: 3 clusters Score -1320210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1320226.500000 Penalty: 4705.470215
	Iteration 23Q: 3 clusters Score -1320226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1320244.625000 Penalty: 4705.470215
	Iteration 24Q: 3 clusters Score -1320245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1320253.250000 Penalty: 4705.470215
	Iteration 25Q: 3 clusters Score -1320253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1320266.625000 Penalty: 4705.470215
	Iteration 26Q: 3 clusters Score -1320267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1320272.500000 Penalty: 4705.470215
	Iteration 27Q: 3 clusters Score -1320272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1320277.250000 Penalty: 4705.470215
	Iteration 28Q: 3 clusters Score -1320277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1320282.625000 Penalty: 4705.470215
	Iteration 29Q: 3 clusters Score -1320283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1320282.250000 Penalty: 4705.470215
	Iteration 30Q: 3 clusters Score -1320282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1320282.500000 Penalty: 4705.470215
	Iteration 31Q: 3 clusters Score -1320282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1320284.750000 Penalty: 4705.470215
	Iteration 32Q: 3 clusters Score -1320285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1320285.500000 Penalty: 4705.470215
	Iteration 33Q: 3 clusters Score -1320286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1320285.500000 Penalty: 4705.470215
	Iteration 34F: 3 clusters Score -1320286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -151362.703125 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -151362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -148848.187500 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -148848.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -149334.015625 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -149334 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -149523.953125 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -149524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -149680.296875 Penalty: 3737.242432
	Iteration 3F: 3 clusters Score -149680.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -149839.218750 Penalty: 3737.242432
	Iteration 4F: 3 clusters Score -149839.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -150008.375000 Penalty: 3737.242432
	Iteration 5F: 3 clusters Score -150008.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -150138.593750 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -150138.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -150228.718750 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -150228.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -150286.171875 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -150286.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -150324.734375 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -150324.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -150353.921875 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -150353.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150375.906250 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -150375.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -150395.531250 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -150395.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -150416.171875 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -150416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -150434.265625 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -150434.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -150450.437500 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -150450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -150456.109375 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -150456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150461.796875 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -150461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -150465.546875 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -150465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150472.125000 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -150472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -150476.781250 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -150476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -150484.453125 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -150484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -150487.937500 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -150487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -150489.531250 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -150489.5 nChanged 2
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: -150490.406250 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -150490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -150490.906250 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -150490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -150492.015625 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -150492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -150493.875000 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -150493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -150495.578125 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -150495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -150496.765625 Penalty: 3737.242432
	Iteration 29Q: 3 clusters Score -150496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -150496.765625 Penalty: 3737.242432
	Iteration 30F: 3 clusters Score -150496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -334733.375000 Penalty: 2024.091675
	Iteration 0F: 2 clusters Score -334733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -331207.250000 Penalty: 4048.183350
	Iteration 0F: 3 clusters Score -331207.2 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -332069.687500 Penalty: 4048.183350
	Iteration 1F: 3 clusters Score -332069.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -332409.343750 Penalty: 4048.183350
	Iteration 2F: 3 clusters Score -332409.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -332812.187500 Penalty: 4048.183350
	Iteration 3F: 3 clusters Score -332812.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -333163.687500 Penalty: 4048.183350
	Iteration 4F: 3 clusters Score -333163.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -333437.375000 Penalty: 4048.183350
	Iteration 5F: 3 clusters Score -333437.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -333654.281250 Penalty: 4048.183350
	Iteration 6F: 3 clusters Score -333654.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -333807.375000 Penalty: 4048.183350
	Iteration 7Q: 3 clusters Score -333807.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -333889.687500 Penalty: 4048.183350
	Iteration 8Q: 3 clusters Score -333889.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -333914.125000 Penalty: 4048.183350
	Iteration 9Q: 3 clusters Score -333914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -333923.531250 Penalty: 4048.183350
	Iteration 10Q: 3 clusters Score -333923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -333928.468750 Penalty: 4048.183350
	Iteration 11Q: 3 clusters Score -333928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -333930.593750 Penalty: 4048.183350
	Iteration 12Q: 3 clusters Score -333930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -333933.531250 Penalty: 4048.183350
	Iteration 13Q: 3 clusters Score -333933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -333935.312500 Penalty: 4048.183350
	Iteration 14Q: 3 clusters Score -333935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -333937.562500 Penalty: 4048.183350
	Iteration 15Q: 3 clusters Score -333937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -333938.468750 Penalty: 4048.183350
	Iteration 16Q: 3 clusters Score -333938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -333939.875000 Penalty: 4048.183350
	Iteration 17Q: 3 clusters Score -333939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -333940.125000 Penalty: 4048.183350
	Iteration 18Q: 3 clusters Score -333940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -333940.125000 Penalty: 4048.183350
	Iteration 19F: 3 clusters Score -333940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766480.687500 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -760183.375000 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760183.4 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -761916.125000 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761916.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -762218.312500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -762218.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -762423.062500 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -762423.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -762595.000000 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762595 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -762702.375000 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762702.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -762800.937500 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762800.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -762889.875000 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762889.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -762986.000000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -763103.875000 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -763103.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -763246.812500 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -763246.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -763426.187500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -763426.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -763633.250000 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -763633.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -763840.687500 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -763840.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -764023.062500 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -764023.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -764159.562500 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -764159.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -764271.625000 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -764271.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -764373.375000 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -764373.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -764440.750000 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -764440.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -764477.000000 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -764477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -764504.125000 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -764504.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -764519.125000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -764519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -764529.687500 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -764529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -764536.437500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -764536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -764542.125000 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -764542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -764548.062500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -764558.187500 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -764567.187500 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -764579.062500 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -764583.937500 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -764585.250000 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -764589.750000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -764589.187500 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -764589.937500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -764593.625000 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -764593.625000 Penalty: 4446.869629
	Iteration 35F: 3 clusters Score -764593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Entering Unmasked Estep 
Score: -1975223.625000 Penalty: 2454.672363
	Iteration 0F: 2 clusters Score -1975224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1961191.250000 Penalty: 4909.344727
	Iteration 0F: 3 clusters Score -1961191 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1965777.375000 Penalty: 4909.344727
	Iteration 1F: 3 clusters Score -1965777 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1966374.625000 Penalty: 4909.344727
	Iteration 2F: 3 clusters Score -1966375 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1966959.250000 Penalty: 4909.344727
	Iteration 3F: 3 clusters Score -1966959 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1967494.875000 Penalty: 4909.344727
	Iteration 4F: 3 clusters Score -1967495 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1968093.000000 Penalty: 4909.344727
	Iteration 5F: 3 clusters Score -1968093 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1968800.500000 Penalty: 4909.344727
	Iteration 6F: 3 clusters Score -1968800 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1969620.250000 Penalty: 4909.344727
	Iteration 7F: 3 clusters Score -1969620 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1970558.000000 Penalty: 4909.344727
	Iteration 8F: 3 clusters Score -1970558 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1971375.125000 Penalty: 4909.344727
	Iteration 9F: 3 clusters Score -1971375 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1971947.625000 Penalty: 4909.344727
	Iteration 10Q: 3 clusters Score -1971948 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1972316.500000 Penalty: 4909.344727
	Iteration 11Q: 3 clusters Score -1972316 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1972583.500000 Penalty: 4909.344727
	Iteration 12Q: 3 clusters Score -1972584 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1972765.250000 Penalty: 4909.344727
	Iteration 13Q: 3 clusters Score -1972765 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1972929.875000 Penalty: 4909.344727
	Iteration 14Q: 3 clusters Score -1972930 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1973090.375000 Penalty: 4909.344727
	Iteration 15Q: 3 clusters Score -1973090 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1973244.000000 Penalty: 4909.344727
	Iteration 16Q: 3 clusters Score -1973244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1973440.375000 Penalty: 4909.344727
	Iteration 17Q: 3 clusters Score -1973440 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1973659.375000 Penalty: 4909.344727
	Iteration 18Q: 3 clusters Score -1973659 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1973812.375000 Penalty: 4909.344727
	Iteration 19Q: 3 clusters Score -1973812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1973901.875000 Penalty: 4909.344727
	Iteration 20F: 3 clusters Score -1973902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1973954.500000 Penalty: 4909.344727
	Iteration 21Q: 3 clusters Score -1973954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1973989.000000 Penalty: 4909.344727
	Iteration 22Q: 3 clusters Score -1973989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1974017.000000 Penalty: 4909.344727
	Iteration 23Q: 3 clusters Score -1974017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1974032.000000 Penalty: 4909.344727
	Iteration 24Q: 3 clusters Score -1974032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1974046.125000 Penalty: 4909.344727
	Iteration 25Q: 3 clusters Score -1974046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1974050.625000 Penalty: 4909.344727
	Iteration 26Q: 3 clusters Score -1974051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1974059.500000 Penalty: 4909.344727
	Iteration 27Q: 3 clusters Score -1974060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1974061.750000 Penalty: 4909.344727
	Iteration 28Q: 3 clusters Score -1974062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1974066.250000 Penalty: 4909.344727
	Iteration 29Q: 3 clusters Score -1974066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1974071.500000 Penalty: 4909.344727
	Iteration 30Q: 3 clusters Score -1974072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1974076.375000 Penalty: 4909.344727
	Iteration 31Q: 3 clusters Score -1974076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1974074.125000 Penalty: 4909.344727
	Iteration 32Q: 3 clusters Score -1974074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1974075.625000 Penalty: 4909.344727
	Iteration 33Q: 3 clusters Score -1974076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1974074.750000 Penalty: 4909.344727
	Iteration 34Q: 3 clusters Score -1974075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1974074.750000 Penalty: 4909.344727
	Iteration 35F: 3 clusters Score -1974075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -421291.562500 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -421291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -416620.312500 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -416620.3 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -417837.125000 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -417837.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -418092.312500 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -418092.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -418275.250000 Penalty: 4242.931152
	Iteration 3F: 3 clusters Score -418275.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -418414.312500 Penalty: 4242.931152
	Iteration 4Q: 3 clusters Score -418414.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -418510.562500 Penalty: 4242.931152
	Iteration 5Q: 3 clusters Score -418510.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -418597.468750 Penalty: 4242.931152
	Iteration 6Q: 3 clusters Score -418597.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -418692.625000 Penalty: 4242.931152
	Iteration 7Q: 3 clusters Score -418692.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -418817.406250 Penalty: 4242.931152
	Iteration 8Q: 3 clusters Score -418817.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -418942.125000 Penalty: 4242.931152
	Iteration 9Q: 3 clusters Score -418942.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -419076.343750 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -419076.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -419255.000000 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -419255 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -419469.500000 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -419469.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -419706.468750 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -419706.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -419935.906250 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -419935.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -420157.406250 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -420157.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -420305.125000 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -420305.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -420395.062500 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -420395.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -420459.937500 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -420459.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -420509.968750 Penalty: 4242.931152
	Iteration 19Q: 3 clusters Score -420510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -420557.062500 Penalty: 4242.931152
	Iteration 20F: 3 clusters Score -420557.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -420586.906250 Penalty: 4242.931152
	Iteration 21Q: 3 clusters Score -420586.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -420611.812500 Penalty: 4242.931152
	Iteration 22Q: 3 clusters Score -420611.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420635.812500 Penalty: 4242.931152
	Iteration 23Q: 3 clusters Score -420635.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -420658.718750 Penalty: 4242.931152
	Iteration 24Q: 3 clusters Score -420658.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -420679.468750 Penalty: 4242.931152
	Iteration 25Q: 3 clusters Score -420679.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -420694.250000 Penalty: 4242.931152
	Iteration 26Q: 3 clusters Score -420694.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -420703.500000 Penalty: 4242.931152
	Iteration 27Q: 3 clusters Score -420703.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -420713.906250 Penalty: 4242.931152
	Iteration 28Q: 3 clusters Score -420713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420719.312500 Penalty: 4242.931152
	Iteration 29Q: 3 clusters Score -420719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -420722.187500 Penalty: 4242.931152
	Iteration 30Q: 3 clusters Score -420722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -420724.718750 Penalty: 4242.931152
	Iteration 31Q: 3 clusters Score -420724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -420727.500000 Penalty: 4242.931152
	Iteration 32Q: 3 clusters Score -420727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -420728.406250 Penalty: 4242.931152
	Iteration 33Q: 3 clusters Score -420728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -420727.687500 Penalty: 4242.931152
	Iteration 34Q: 3 clusters Score -420727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -420728.781250 Penalty: 4242.931152
	Iteration 35Q: 3 clusters Score -420728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -420728.843750 Penalty: 4242.931152
	Iteration 36Q: 3 clusters Score -420728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -420729.968750 Penalty: 4242.931152
	Iteration 37Q: 3 clusters Score -420730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -420729.968750 Penalty: 4242.931152
	Iteration 38F: 3 clusters Score -420730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Entering Unmasked Estep 
Score: -5529922.000000 Penalty: 2718.853027
	Iteration 0F: 2 clusters Score -5529922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5491255.500000 Penalty: 5437.706055
	Iteration 0F: 3 clusters Score -5491256 nChanged 26719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -5506186.000000 Penalty: 5437.706055
	Iteration 1F: 3 clusters Score -5506186 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5506766.000000 Penalty: 5437.706055
	Iteration 2Q: 3 clusters Score -5506766 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5507324.000000 Penalty: 5437.706055
	Iteration 3Q: 3 clusters Score -5507324 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5507963.500000 Penalty: 5437.706055
	Iteration 4Q: 3 clusters Score -5507964 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5508653.000000 Penalty: 5437.706055
	Iteration 5Q: 3 clusters Score -5508653 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5509580.500000 Penalty: 5437.706055
	Iteration 6Q: 3 clusters Score -5509580 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5510845.500000 Penalty: 5437.706055
	Iteration 7Q: 3 clusters Score -5510846 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5512850.000000 Penalty: 5437.706055
	Iteration 8F: 3 clusters Score -5512850 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5515264.000000 Penalty: 5437.706055
	Iteration 9F: 3 clusters Score -5515264 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5517931.500000 Penalty: 5437.706055
	Iteration 10F: 3 clusters Score -5517932 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -5520375.500000 Penalty: 5437.706055
	Iteration 11F: 3 clusters Score -5520376 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -5522463.500000 Penalty: 5437.706055
	Iteration 12Q: 3 clusters Score -5522464 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5524104.000000 Penalty: 5437.706055
	Iteration 13Q: 3 clusters Score -5524104 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5525291.000000 Penalty: 5437.706055
	Iteration 14Q: 3 clusters Score -5525291 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5526158.500000 Penalty: 5437.706055
	Iteration 15Q: 3 clusters Score -5526158 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5526763.500000 Penalty: 5437.706055
	Iteration 16Q: 3 clusters Score -5526764 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5527200.500000 Penalty: 5437.706055
	Iteration 17Q: 3 clusters Score -5527200 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5527470.500000 Penalty: 5437.706055
	Iteration 18Q: 3 clusters Score -5527470 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5527624.000000 Penalty: 5437.706055
	Iteration 19Q: 3 clusters Score -5527624 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5527722.000000 Penalty: 5437.706055
	Iteration 20F: 3 clusters Score -5527722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5527798.500000 Penalty: 5437.706055
	Iteration 21Q: 3 clusters Score -5527798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5527840.000000 Penalty: 5437.706055
	Iteration 22Q: 3 clusters Score -5527840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5527859.000000 Penalty: 5437.706055
	Iteration 23Q: 3 clusters Score -5527859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5527872.000000 Penalty: 5437.706055
	Iteration 24Q: 3 clusters Score -5527872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5527888.000000 Penalty: 5437.706055
	Iteration 25Q: 3 clusters Score -5527888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5527899.500000 Penalty: 5437.706055
	Iteration 26Q: 3 clusters Score -5527900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5527914.500000 Penalty: 5437.706055
	Iteration 27Q: 3 clusters Score -5527914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5527919.500000 Penalty: 5437.706055
	Iteration 28Q: 3 clusters Score -5527920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5527916.000000 Penalty: 5437.706055
	Iteration 29Q: 3 clusters Score -5527916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5527921.500000 Penalty: 5437.706055
	Iteration 30Q: 3 clusters Score -5527922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5527924.000000 Penalty: 5437.706055
	Iteration 31Q: 3 clusters Score -5527924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5527933.000000 Penalty: 5437.706055
	Iteration 32Q: 3 clusters Score -5527933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5527927.000000 Penalty: 5437.706055
	Iteration 33Q: 3 clusters Score -5527927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5527941.000000 Penalty: 5437.706055
	Iteration 34Q: 3 clusters Score -5527941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5527941.500000 Penalty: 5437.706055
	Iteration 35Q: 3 clusters Score -5527942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5527947.000000 Penalty: 5437.706055
	Iteration 36Q: 3 clusters Score -5527947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5527950.000000 Penalty: 5437.706055
	Iteration 37Q: 3 clusters Score -5527950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5527953.500000 Penalty: 5437.706055
	Iteration 38Q: 3 clusters Score -5527954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5527953.500000 Penalty: 5437.706055
	Iteration 39Q: 3 clusters Score -5527954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5527952.500000 Penalty: 5437.706055
	Iteration 40F: 3 clusters Score -5527952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5527952.000000 Penalty: 5437.706055
	Iteration 41Q: 3 clusters Score -5527952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5527952.000000 Penalty: 5437.706055
	Iteration 42F: 3 clusters Score -5527952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Entering Unmasked Estep 
Score: -8440620.000000 Penalty: 2844.108398
	Iteration 0F: 2 clusters Score -8440620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -8376675.000000 Penalty: 5688.216797
	Iteration 0F: 3 clusters Score -8376675 nChanged 45111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8402907.000000 Penalty: 5688.216797
	Iteration 1F: 3 clusters Score -8402907 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8404521.000000 Penalty: 5688.216797
	Iteration 2Q: 3 clusters Score -8404521 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8406436.000000 Penalty: 5688.216797
	Iteration 3Q: 3 clusters Score -8406436 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -8408936.000000 Penalty: 5688.216797
	Iteration 4F: 3 clusters Score -8408936 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8412058.000000 Penalty: 5688.216797
	Iteration 5F: 3 clusters Score -8412058 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -8415652.000000 Penalty: 5688.216797
	Iteration 6F: 3 clusters Score -8415652 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -8419647.000000 Penalty: 5688.216797
	Iteration 7F: 3 clusters Score -8419647 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -8423106.000000 Penalty: 5688.216797
	Iteration 8F: 3 clusters Score -8423106 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -8425616.000000 Penalty: 5688.216797
	Iteration 9Q: 3 clusters Score -8425616 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -8427438.000000 Penalty: 5688.216797
	Iteration 10Q: 3 clusters Score -8427438 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -8428634.000000 Penalty: 5688.216797
	Iteration 11Q: 3 clusters Score -8428634 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -8429429.000000 Penalty: 5688.216797
	Iteration 12Q: 3 clusters Score -8429429 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -8430102.000000 Penalty: 5688.216797
	Iteration 13Q: 3 clusters Score -8430102 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -8430814.000000 Penalty: 5688.216797
	Iteration 14Q: 3 clusters Score -8430814 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -8431481.000000 Penalty: 5688.216797
	Iteration 15Q: 3 clusters Score -8431481 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -8432331.000000 Penalty: 5688.216797
	Iteration 16Q: 3 clusters Score -8432331 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8433124.000000 Penalty: 5688.216797
	Iteration 17Q: 3 clusters Score -8433124 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -8433911.000000 Penalty: 5688.216797
	Iteration 18Q: 3 clusters Score -8433911 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -8434679.000000 Penalty: 5688.216797
	Iteration 19Q: 3 clusters Score -8434679 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -8435475.000000 Penalty: 5688.216797
	Iteration 20F: 3 clusters Score -8435475 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -8436150.000000 Penalty: 5688.216797
	Iteration 21Q: 3 clusters Score -8436150 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -8436785.000000 Penalty: 5688.216797
	Iteration 22Q: 3 clusters Score -8436785 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8437270.000000 Penalty: 5688.216797
	Iteration 23Q: 3 clusters Score -8437270 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8437600.000000 Penalty: 5688.216797
	Iteration 24Q: 3 clusters Score -8437600 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8437871.000000 Penalty: 5688.216797
	Iteration 25Q: 3 clusters Score -8437871 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92479 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8438109.000000 Penalty: 5688.216797
	Iteration 26Q: 3 clusters Score -8438109 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8438241.000000 Penalty: 5688.216797
	Iteration 27Q: 3 clusters Score -8438241 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8438337.000000 Penalty: 5688.216797
	Iteration 28Q: 3 clusters Score -8438337 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8438465.000000 Penalty: 5688.216797
	Iteration 29Q: 3 clusters Score -8438465 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8438547.000000 Penalty: 5688.216797
	Iteration 30Q: 3 clusters Score -8438547 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8438589.000000 Penalty: 5688.216797
	Iteration 31Q: 3 clusters Score -8438589 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8438680.000000 Penalty: 5688.216797
	Iteration 32Q: 3 clusters Score -8438680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8438735.000000 Penalty: 5688.216797
	Iteration 33Q: 3 clusters Score -8438735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8438769.000000 Penalty: 5688.216797
	Iteration 34Q: 3 clusters Score -8438769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8438823.000000 Penalty: 5688.216797
	Iteration 35Q: 3 clusters Score -8438823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8438853.000000 Penalty: 5688.216797
	Iteration 36Q: 3 clusters Score -8438853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8438871.000000 Penalty: 5688.216797
	Iteration 37Q: 3 clusters Score -8438871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8438900.000000 Penalty: 5688.216797
	Iteration 38Q: 3 clusters Score -8438900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8438929.000000 Penalty: 5688.216797
	Iteration 39Q: 3 clusters Score -8438929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8438927.000000 Penalty: 5688.216797
	Iteration 40F: 3 clusters Score -8438927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8438928.000000 Penalty: 5688.216797
	Iteration 41Q: 3 clusters Score -8438928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8438948.000000 Penalty: 5688.216797
	Iteration 42Q: 3 clusters Score -8438948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8438944.000000 Penalty: 5688.216797
	Iteration 43Q: 3 clusters Score -8438944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8438955.000000 Penalty: 5688.216797
	Iteration 44Q: 3 clusters Score -8438955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8438946.000000 Penalty: 5688.216797
	Iteration 45Q: 3 clusters Score -8438946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8438947.000000 Penalty: 5688.216797
	Iteration 46Q: 3 clusters Score -8438947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8438955.000000 Penalty: 5688.216797
	Iteration 47Q: 3 clusters Score -8438955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8438967.000000 Penalty: 5688.216797
	Iteration 48Q: 3 clusters Score -8438967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8438964.000000 Penalty: 5688.216797
	Iteration 49Q: 3 clusters Score -8438964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8438962.000000 Penalty: 5688.216797
	Iteration 50Q: 3 clusters Score -8438962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8438972.000000 Penalty: 5688.216797
	Iteration 51Q: 3 clusters Score -8438972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8438977.000000 Penalty: 5688.216797
	Iteration 52Q: 3 clusters Score -8438977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8438985.000000 Penalty: 5688.216797
	Iteration 53Q: 3 clusters Score -8438985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8438985.000000 Penalty: 5688.216797
	Iteration 54F: 3 clusters Score -8438985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Entering Unmasked Estep 
Score: -7214639.500000 Penalty: 2780.125732
	Iteration 0F: 2 clusters Score -7214640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -7165472.000000 Penalty: 5560.251465
	Iteration 0F: 3 clusters Score -7165472 nChanged 34514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -7185515.500000 Penalty: 5560.251465
	Iteration 1F: 3 clusters Score -7185516 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7186617.000000 Penalty: 5560.251465
	Iteration 2Q: 3 clusters Score -7186617 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -7187950.500000 Penalty: 5560.251465
	Iteration 3Q: 3 clusters Score -7187950 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -7189502.000000 Penalty: 5560.251465
	Iteration 4F: 3 clusters Score -7189502 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -7191316.500000 Penalty: 5560.251465
	Iteration 5F: 3 clusters Score -7191316 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -7193282.000000 Penalty: 5560.251465
	Iteration 6F: 3 clusters Score -7193282 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -7195241.500000 Penalty: 5560.251465
	Iteration 7F: 3 clusters Score -7195242 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -7197299.000000 Penalty: 5560.251465
	Iteration 8F: 3 clusters Score -7197299 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -7199177.500000 Penalty: 5560.251465
	Iteration 9Q: 3 clusters Score -7199178 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7201350.000000 Penalty: 5560.251465
	Iteration 10Q: 3 clusters Score -7201350 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -7203823.500000 Penalty: 5560.251465
	Iteration 11Q: 3 clusters Score -7203824 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -7206242.000000 Penalty: 5560.251465
	Iteration 12Q: 3 clusters Score -7206242 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7207982.000000 Penalty: 5560.251465
	Iteration 13Q: 3 clusters Score -7207982 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -7209094.500000 Penalty: 5560.251465
	Iteration 14Q: 3 clusters Score -7209094 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -7209800.000000 Penalty: 5560.251465
	Iteration 15Q: 3 clusters Score -7209800 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -7210353.500000 Penalty: 5560.251465
	Iteration 16Q: 3 clusters Score -7210354 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -7210799.500000 Penalty: 5560.251465
	Iteration 17Q: 3 clusters Score -7210800 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -7211142.500000 Penalty: 5560.251465
	Iteration 18Q: 3 clusters Score -7211142 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -7211426.000000 Penalty: 5560.251465
	Iteration 19Q: 3 clusters Score -7211426 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -7211687.500000 Penalty: 5560.251465
	Iteration 20F: 3 clusters Score -7211688 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -7211910.500000 Penalty: 5560.251465
	Iteration 21Q: 3 clusters Score -7211910 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -7212129.000000 Penalty: 5560.251465
	Iteration 22Q: 3 clusters Score -7212129 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -7212312.500000 Penalty: 5560.251465
	Iteration 23Q: 3 clusters Score -7212312 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -7212470.000000 Penalty: 5560.251465
	Iteration 24Q: 3 clusters Score -7212470 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -7212624.000000 Penalty: 5560.251465
	Iteration 25Q: 3 clusters Score -7212624 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -7212772.500000 Penalty: 5560.251465
	Iteration 26Q: 3 clusters Score -7212772 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -7212851.500000 Penalty: 5560.251465
	Iteration 27Q: 3 clusters Score -7212852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -7212928.500000 Penalty: 5560.251465
	Iteration 28Q: 3 clusters Score -7212928 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -7213024.500000 Penalty: 5560.251465
	Iteration 29Q: 3 clusters Score -7213024 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -7213174.500000 Penalty: 5560.251465
	Iteration 30Q: 3 clusters Score -7213174 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -7213266.500000 Penalty: 5560.251465
	Iteration 31Q: 3 clusters Score -7213266 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -7213373.500000 Penalty: 5560.251465
	Iteration 32Q: 3 clusters Score -7213374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -7213423.000000 Penalty: 5560.251465
	Iteration 33Q: 3 clusters Score -7213423 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -7213505.000000 Penalty: 5560.251465
	Iteration 34Q: 3 clusters Score -7213505 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -7213562.000000 Penalty: 5560.251465
	Iteration 35Q: 3 clusters Score -7213562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -7213568.000000 Penalty: 5560.251465
	Iteration 36Q: 3 clusters Score -7213568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -7213592.500000 Penalty: 5560.251465
	Iteration 37Q: 3 clusters Score -7213592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -7213614.500000 Penalty: 5560.251465
	Iteration 38Q: 3 clusters Score -7213614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -7213624.000000 Penalty: 5560.251465
	Iteration 39Q: 3 clusters Score -7213624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -7213629.500000 Penalty: 5560.251465
	Iteration 40F: 3 clusters Score -7213630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -7213620.500000 Penalty: 5560.251465
	Iteration 41Q: 3 clusters Score -7213620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -7213619.500000 Penalty: 5560.251465
	Iteration 42Q: 3 clusters Score -7213620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -7213627.000000 Penalty: 5560.251465
	Iteration 43Q: 3 clusters Score -7213627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -7213625.000000 Penalty: 5560.251465
	Iteration 44Q: 3 clusters Score -7213625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -7213631.000000 Penalty: 5560.251465
	Iteration 45Q: 3 clusters Score -7213631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -7213638.500000 Penalty: 5560.251465
	Iteration 46Q: 3 clusters Score -7213638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -7213645.500000 Penalty: 5560.251465
	Iteration 47Q: 3 clusters Score -7213646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -7213645.000000 Penalty: 5560.251465
	Iteration 48Q: 3 clusters Score -7213645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -7213643.000000 Penalty: 5560.251465
	Iteration 49Q: 3 clusters Score -7213643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -7213643.000000 Penalty: 5560.251465
	Iteration 50F: 3 clusters Score -7213643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -216701.015625 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -216701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -213882.687500 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -213882.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -214455.015625 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -214455 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -214593.281250 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -214593.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214674.843750 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -214674.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -214763.921875 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -214763.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -214856.515625 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -214856.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -214947.203125 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -214947.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -215034.203125 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -215034.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -215114.375000 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -215114.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -215195.109375 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -215195.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -215309.796875 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -215309.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -215415.718750 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -215415.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -215516.093750 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -215516.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -215587.921875 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -215587.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -215672.328125 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -215672.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -215749.796875 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -215749.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -215790.843750 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -215790.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -215837.390625 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -215837.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -215863.890625 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -215863.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -215880.578125 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -215880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -215892.703125 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -215892.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215896.078125 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -215896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -215901.703125 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -215901.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -215904.671875 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -215904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215906.921875 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -215906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -215909.500000 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -215909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -215912.312500 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -215912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -215915.859375 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -215915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -215917.218750 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -215917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -215917.437500 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -215917.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -215917.437500 Penalty: 3840.446777
	Iteration 30F: 3 clusters Score -215917.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Entering Unmasked Estep 
Score: -1997559.125000 Penalty: 2464.380859
	Iteration 0F: 2 clusters Score -1997559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1983020.500000 Penalty: 4928.761719
	Iteration 0F: 3 clusters Score -1983020 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1987942.500000 Penalty: 4928.761719
	Iteration 1F: 3 clusters Score -1987942 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1988389.500000 Penalty: 4928.761719
	Iteration 2F: 3 clusters Score -1988390 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1988733.500000 Penalty: 4928.761719
	Iteration 3Q: 3 clusters Score -1988734 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1989075.000000 Penalty: 4928.761719
	Iteration 4Q: 3 clusters Score -1989075 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1989459.625000 Penalty: 4928.761719
	Iteration 5Q: 3 clusters Score -1989460 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1989901.875000 Penalty: 4928.761719
	Iteration 6Q: 3 clusters Score -1989902 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1990459.500000 Penalty: 4928.761719
	Iteration 7Q: 3 clusters Score -1990460 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1991154.750000 Penalty: 4928.761719
	Iteration 8F: 3 clusters Score -1991155 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1991863.875000 Penalty: 4928.761719
	Iteration 9F: 3 clusters Score -1991864 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1992530.500000 Penalty: 4928.761719
	Iteration 10F: 3 clusters Score -1992530 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1993121.875000 Penalty: 4928.761719
	Iteration 11Q: 3 clusters Score -1993122 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1993607.125000 Penalty: 4928.761719
	Iteration 12Q: 3 clusters Score -1993607 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1993960.000000 Penalty: 4928.761719
	Iteration 13Q: 3 clusters Score -1993960 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1994260.250000 Penalty: 4928.761719
	Iteration 14Q: 3 clusters Score -1994260 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1994511.875000 Penalty: 4928.761719
	Iteration 15Q: 3 clusters Score -1994512 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1994684.750000 Penalty: 4928.761719
	Iteration 16Q: 3 clusters Score -1994685 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1994838.625000 Penalty: 4928.761719
	Iteration 17Q: 3 clusters Score -1994839 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1994949.500000 Penalty: 4928.761719
	Iteration 18Q: 3 clusters Score -1994950 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1995050.125000 Penalty: 4928.761719
	Iteration 19Q: 3 clusters Score -1995050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1995128.625000 Penalty: 4928.761719
	Iteration 20F: 3 clusters Score -1995129 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1995198.000000 Penalty: 4928.761719
	Iteration 21Q: 3 clusters Score -1995198 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1995246.125000 Penalty: 4928.761719
	Iteration 22Q: 3 clusters Score -1995246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1995306.875000 Penalty: 4928.761719
	Iteration 23Q: 3 clusters Score -1995307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1995355.500000 Penalty: 4928.761719
	Iteration 24Q: 3 clusters Score -1995356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1995399.125000 Penalty: 4928.761719
	Iteration 25Q: 3 clusters Score -1995399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1995436.875000 Penalty: 4928.761719
	Iteration 26Q: 3 clusters Score -1995437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1995467.750000 Penalty: 4928.761719
	Iteration 27Q: 3 clusters Score -1995468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1995490.250000 Penalty: 4928.761719
	Iteration 28Q: 3 clusters Score -1995490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1995507.125000 Penalty: 4928.761719
	Iteration 29Q: 3 clusters Score -1995507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1995510.750000 Penalty: 4928.761719
	Iteration 30Q: 3 clusters Score -1995511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1995521.750000 Penalty: 4928.761719
	Iteration 31Q: 3 clusters Score -1995522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1995538.000000 Penalty: 4928.761719
	Iteration 32Q: 3 clusters Score -1995538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1995552.250000 Penalty: 4928.761719
	Iteration 33Q: 3 clusters Score -1995552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1995571.875000 Penalty: 4928.761719
	Iteration 34Q: 3 clusters Score -1995572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1995585.250000 Penalty: 4928.761719
	Iteration 35Q: 3 clusters Score -1995585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1995592.875000 Penalty: 4928.761719
	Iteration 36Q: 3 clusters Score -1995593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1995601.500000 Penalty: 4928.761719
	Iteration 37Q: 3 clusters Score -1995602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1995607.625000 Penalty: 4928.761719
	Iteration 38Q: 3 clusters Score -1995608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1995612.125000 Penalty: 4928.761719
	Iteration 39Q: 3 clusters Score -1995612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1995616.875000 Penalty: 4928.761719
	Iteration 40F: 3 clusters Score -1995617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1995616.750000 Penalty: 4928.761719
	Iteration 41Q: 3 clusters Score -1995617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1995619.125000 Penalty: 4928.761719
	Iteration 42Q: 3 clusters Score -1995619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1995620.500000 Penalty: 4928.761719
	Iteration 43Q: 3 clusters Score -1995620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1995622.250000 Penalty: 4928.761719
	Iteration 44Q: 3 clusters Score -1995622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1995625.125000 Penalty: 4928.761719
	Iteration 45Q: 3 clusters Score -1995625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1995625.125000 Penalty: 4928.761719
	Iteration 46F: 3 clusters Score -1995625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Entering Unmasked Estep 
Score: -1926329.000000 Penalty: 2463.792480
	Iteration 0F: 2 clusters Score -1926329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1911830.500000 Penalty: 4927.584961
	Iteration 0F: 3 clusters Score -1911830 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1916692.500000 Penalty: 4927.584961
	Iteration 1F: 3 clusters Score -1916692 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1917205.250000 Penalty: 4927.584961
	Iteration 2F: 3 clusters Score -1917205 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1917721.625000 Penalty: 4927.584961
	Iteration 3F: 3 clusters Score -1917722 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1918315.500000 Penalty: 4927.584961
	Iteration 4F: 3 clusters Score -1918316 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1919062.250000 Penalty: 4927.584961
	Iteration 5F: 3 clusters Score -1919062 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1919968.875000 Penalty: 4927.584961
	Iteration 6F: 3 clusters Score -1919969 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1920994.750000 Penalty: 4927.584961
	Iteration 7F: 3 clusters Score -1920995 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1921928.000000 Penalty: 4927.584961
	Iteration 8F: 3 clusters Score -1921928 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1922731.875000 Penalty: 4927.584961
	Iteration 9Q: 3 clusters Score -1922732 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1923445.875000 Penalty: 4927.584961
	Iteration 10Q: 3 clusters Score -1923446 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1923972.250000 Penalty: 4927.584961
	Iteration 11Q: 3 clusters Score -1923972 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1924358.500000 Penalty: 4927.584961
	Iteration 12Q: 3 clusters Score -1924358 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1924602.000000 Penalty: 4927.584961
	Iteration 13Q: 3 clusters Score -1924602 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1924773.625000 Penalty: 4927.584961
	Iteration 14Q: 3 clusters Score -1924774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1924939.625000 Penalty: 4927.584961
	Iteration 15Q: 3 clusters Score -1924940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1925111.875000 Penalty: 4927.584961
	Iteration 16Q: 3 clusters Score -1925112 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1925361.000000 Penalty: 4927.584961
	Iteration 17Q: 3 clusters Score -1925361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1925591.875000 Penalty: 4927.584961
	Iteration 18Q: 3 clusters Score -1925592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1925783.500000 Penalty: 4927.584961
	Iteration 19Q: 3 clusters Score -1925784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1925892.000000 Penalty: 4927.584961
	Iteration 20F: 3 clusters Score -1925892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1925946.375000 Penalty: 4927.584961
	Iteration 21Q: 3 clusters Score -1925946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1925967.750000 Penalty: 4927.584961
	Iteration 22Q: 3 clusters Score -1925968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1925976.750000 Penalty: 4927.584961
	Iteration 23Q: 3 clusters Score -1925977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1925986.000000 Penalty: 4927.584961
	Iteration 24Q: 3 clusters Score -1925986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1925991.000000 Penalty: 4927.584961
	Iteration 25Q: 3 clusters Score -1925991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -1925995.625000 Penalty: 4927.584961
	Iteration 26Q: 3 clusters Score -1925996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1925997.500000 Penalty: 4927.584961
	Iteration 27Q: 3 clusters Score -1925998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1926002.500000 Penalty: 4927.584961
	Iteration 28Q: 3 clusters Score -1926002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1926003.000000 Penalty: 4927.584961
	Iteration 29Q: 3 clusters Score -1926003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1926003.000000 Penalty: 4927.584961
	Iteration 30F: 3 clusters Score -1926003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Entering Unmasked Estep 
Score: -968612.437500 Penalty: 2274.272949
	Iteration 0F: 2 clusters Score -968612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -961174.562500 Penalty: 4548.545898
	Iteration 0F: 3 clusters Score -961174.6 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -963265.062500 Penalty: 4548.545898
	Iteration 1F: 3 clusters Score -963265.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -963524.750000 Penalty: 4548.545898
	Iteration 2F: 3 clusters Score -963524.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -963692.750000 Penalty: 4548.545898
	Iteration 3Q: 3 clusters Score -963692.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -963789.375000 Penalty: 4548.545898
	Iteration 4Q: 3 clusters Score -963789.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -963864.875000 Penalty: 4548.545898
	Iteration 5Q: 3 clusters Score -963864.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -963925.937500 Penalty: 4548.545898
	Iteration 6Q: 3 clusters Score -963925.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -963985.875000 Penalty: 4548.545898
	Iteration 7Q: 3 clusters Score -963985.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -964043.000000 Penalty: 4548.545898
	Iteration 8Q: 3 clusters Score -964043 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -964090.375000 Penalty: 4548.545898
	Iteration 9Q: 3 clusters Score -964090.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -964125.562500 Penalty: 4548.545898
	Iteration 10Q: 3 clusters Score -964125.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -964167.000000 Penalty: 4548.545898
	Iteration 11Q: 3 clusters Score -964167 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -964213.437500 Penalty: 4548.545898
	Iteration 12Q: 3 clusters Score -964213.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -964258.000000 Penalty: 4548.545898
	Iteration 13Q: 3 clusters Score -964258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -964296.562500 Penalty: 4548.545898
	Iteration 14Q: 3 clusters Score -964296.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -964325.562500 Penalty: 4548.545898
	Iteration 15Q: 3 clusters Score -964325.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -964351.625000 Penalty: 4548.545898
	Iteration 16Q: 3 clusters Score -964351.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -964377.000000 Penalty: 4548.545898
	Iteration 17Q: 3 clusters Score -964377 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -964405.687500 Penalty: 4548.545898
	Iteration 18Q: 3 clusters Score -964405.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -964427.937500 Penalty: 4548.545898
	Iteration 19Q: 3 clusters Score -964427.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -964457.937500 Penalty: 4548.545898
	Iteration 20F: 3 clusters Score -964457.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -964484.250000 Penalty: 4548.545898
	Iteration 21Q: 3 clusters Score -964484.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -964513.750000 Penalty: 4548.545898
	Iteration 22Q: 3 clusters Score -964513.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -964541.437500 Penalty: 4548.545898
	Iteration 23Q: 3 clusters Score -964541.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -964573.500000 Penalty: 4548.545898
	Iteration 24Q: 3 clusters Score -964573.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -964603.875000 Penalty: 4548.545898
	Iteration 25Q: 3 clusters Score -964603.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -964641.250000 Penalty: 4548.545898
	Iteration 26Q: 3 clusters Score -964641.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -964681.187500 Penalty: 4548.545898
	Iteration 27Q: 3 clusters Score -964681.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -964724.750000 Penalty: 4548.545898
	Iteration 28Q: 3 clusters Score -964724.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -964770.937500 Penalty: 4548.545898
	Iteration 29Q: 3 clusters Score -964770.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -964814.062500 Penalty: 4548.545898
	Iteration 30Q: 3 clusters Score -964814.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -964863.750000 Penalty: 4548.545898
	Iteration 31Q: 3 clusters Score -964863.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -964917.812500 Penalty: 4548.545898
	Iteration 32Q: 3 clusters Score -964917.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -964975.000000 Penalty: 4548.545898
	Iteration 33Q: 3 clusters Score -964975 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -965042.875000 Penalty: 4548.545898
	Iteration 34Q: 3 clusters Score -965042.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -965113.375000 Penalty: 4548.545898
	Iteration 35Q: 3 clusters Score -965113.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -965195.187500 Penalty: 4548.545898
	Iteration 36Q: 3 clusters Score -965195.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -965279.812500 Penalty: 4548.545898
	Iteration 37Q: 3 clusters Score -965279.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -965382.875000 Penalty: 4548.545898
	Iteration 38Q: 3 clusters Score -965382.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -965495.687500 Penalty: 4548.545898
	Iteration 39Q: 3 clusters Score -965495.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -965614.437500 Penalty: 4548.545898
	Iteration 40F: 3 clusters Score -965614.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -965725.250000 Penalty: 4548.545898
	Iteration 41Q: 3 clusters Score -965725.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -965825.875000 Penalty: 4548.545898
	Iteration 42Q: 3 clusters Score -965825.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -965919.062500 Penalty: 4548.545898
	Iteration 43Q: 3 clusters Score -965919.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -965974.125000 Penalty: 4548.545898
	Iteration 44Q: 3 clusters Score -965974.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -966020.562500 Penalty: 4548.545898
	Iteration 45Q: 3 clusters Score -966020.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -966044.687500 Penalty: 4548.545898
	Iteration 46Q: 3 clusters Score -966044.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -966065.875000 Penalty: 4548.545898
	Iteration 47Q: 3 clusters Score -966065.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -966085.687500 Penalty: 4548.545898
	Iteration 48Q: 3 clusters Score -966085.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -966103.437500 Penalty: 4548.545898
	Iteration 49Q: 3 clusters Score -966103.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -966119.875000 Penalty: 4548.545898
	Iteration 50Q: 3 clusters Score -966119.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -966128.687500 Penalty: 4548.545898
	Iteration 51Q: 3 clusters Score -966128.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -966139.437500 Penalty: 4548.545898
	Iteration 52Q: 3 clusters Score -966139.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -966145.375000 Penalty: 4548.545898
	Iteration 53Q: 3 clusters Score -966145.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -966151.750000 Penalty: 4548.545898
	Iteration 54Q: 3 clusters Score -966151.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -966159.000000 Penalty: 4548.545898
	Iteration 55Q: 3 clusters Score -966159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -966161.125000 Penalty: 4548.545898
	Iteration 56Q: 3 clusters Score -966161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -966164.625000 Penalty: 4548.545898
	Iteration 57Q: 3 clusters Score -966164.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -966172.187500 Penalty: 4548.545898
	Iteration 58Q: 3 clusters Score -966172.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -966178.250000 Penalty: 4548.545898
	Iteration 59Q: 3 clusters Score -966178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -966178.562500 Penalty: 4548.545898
	Iteration 60F: 3 clusters Score -966178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -966183.687500 Penalty: 4548.545898
	Iteration 61Q: 3 clusters Score -966183.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -966187.250000 Penalty: 4548.545898
	Iteration 62Q: 3 clusters Score -966187.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -966191.250000 Penalty: 4548.545898
	Iteration 63Q: 3 clusters Score -966191.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -966193.437500 Penalty: 4548.545898
	Iteration 64Q: 3 clusters Score -966193.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -966199.125000 Penalty: 4548.545898
	Iteration 65Q: 3 clusters Score -966199.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -966204.437500 Penalty: 4548.545898
	Iteration 66Q: 3 clusters Score -966204.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -966212.500000 Penalty: 4548.545898
	Iteration 67Q: 3 clusters Score -966212.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -966218.875000 Penalty: 4548.545898
	Iteration 68Q: 3 clusters Score -966218.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -966221.062500 Penalty: 4548.545898
	Iteration 69Q: 3 clusters Score -966221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -966224.062500 Penalty: 4548.545898
	Iteration 70Q: 3 clusters Score -966224.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -966227.250000 Penalty: 4548.545898
	Iteration 71Q: 3 clusters Score -966227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -966229.625000 Penalty: 4548.545898
	Iteration 72Q: 3 clusters Score -966229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -966231.562500 Penalty: 4548.545898
	Iteration 73Q: 3 clusters Score -966231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -966234.000000 Penalty: 4548.545898
	Iteration 74Q: 3 clusters Score -966234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -966236.750000 Penalty: 4548.545898
	Iteration 75Q: 3 clusters Score -966236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -966235.437500 Penalty: 4548.545898
	Iteration 76Q: 3 clusters Score -966235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -966239.187500 Penalty: 4548.545898
	Iteration 77Q: 3 clusters Score -966239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -966239.750000 Penalty: 4548.545898
	Iteration 78Q: 3 clusters Score -966239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -966241.562500 Penalty: 4548.545898
	Iteration 79Q: 3 clusters Score -966241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -966242.250000 Penalty: 4548.545898
	Iteration 80F: 3 clusters Score -966242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -966240.812500 Penalty: 4548.545898
	Iteration 81Q: 3 clusters Score -966240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -966241.812500 Penalty: 4548.545898
	Iteration 82Q: 3 clusters Score -966241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -966242.125000 Penalty: 4548.545898
	Iteration 83Q: 3 clusters Score -966242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -966241.312500 Penalty: 4548.545898
	Iteration 84Q: 3 clusters Score -966241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -966241.687500 Penalty: 4548.545898
	Iteration 85Q: 3 clusters Score -966241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -966243.375000 Penalty: 4548.545898
	Iteration 86Q: 3 clusters Score -966243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -966243.687500 Penalty: 4548.545898
	Iteration 87Q: 3 clusters Score -966243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -966247.125000 Penalty: 4548.545898
	Iteration 88Q: 3 clusters Score -966247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -966246.375000 Penalty: 4548.545898
	Iteration 89Q: 3 clusters Score -966246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -966247.375000 Penalty: 4548.545898
	Iteration 90Q: 3 clusters Score -966247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -966247.437500 Penalty: 4548.545898
	Iteration 91Q: 3 clusters Score -966247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -966247.312500 Penalty: 4548.545898
	Iteration 92Q: 3 clusters Score -966247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -966248.187500 Penalty: 4548.545898
	Iteration 93Q: 3 clusters Score -966248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -966248.625000 Penalty: 4548.545898
	Iteration 94Q: 3 clusters Score -966248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -966248.062500 Penalty: 4548.545898
	Iteration 95Q: 3 clusters Score -966248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -966247.687500 Penalty: 4548.545898
	Iteration 96Q: 3 clusters Score -966247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -966247.687500 Penalty: 4548.545898
	Iteration 97F: 3 clusters Score -966247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -179819.734375 Penalty: 1871.911133
	Iteration 0F: 2 clusters Score -179819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -177263.031250 Penalty: 3743.822266
	Iteration 0F: 3 clusters Score -177263 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177699.250000 Penalty: 3743.822266
	Iteration 1F: 3 clusters Score -177699.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177805.812500 Penalty: 3743.822266
	Iteration 2F: 3 clusters Score -177805.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177865.125000 Penalty: 3743.822266
	Iteration 3Q: 3 clusters Score -177865.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177907.218750 Penalty: 3743.822266
	Iteration 4Q: 3 clusters Score -177907.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177926.484375 Penalty: 3743.822266
	Iteration 5Q: 3 clusters Score -177926.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -177939.593750 Penalty: 3743.822266
	Iteration 6Q: 3 clusters Score -177939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177947.406250 Penalty: 3743.822266
	Iteration 7Q: 3 clusters Score -177947.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177957.359375 Penalty: 3743.822266
	Iteration 8Q: 3 clusters Score -177957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177963.171875 Penalty: 3743.822266
	Iteration 9Q: 3 clusters Score -177963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177965.750000 Penalty: 3743.822266
	Iteration 10Q: 3 clusters Score -177965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177969.203125 Penalty: 3743.822266
	Iteration 11Q: 3 clusters Score -177969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177973.578125 Penalty: 3743.822266
	Iteration 12Q: 3 clusters Score -177973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177974.906250 Penalty: 3743.822266
	Iteration 13Q: 3 clusters Score -177974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177977.078125 Penalty: 3743.822266
	Iteration 14Q: 3 clusters Score -177977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177979.125000 Penalty: 3743.822266
	Iteration 15Q: 3 clusters Score -177979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177980.906250 Penalty: 3743.822266
	Iteration 16Q: 3 clusters Score -177980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177982.125000 Penalty: 3743.822266
	Iteration 17Q: 3 clusters Score -177982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177982.109375 Penalty: 3743.822266
	Iteration 18Q: 3 clusters Score -177982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177982.109375 Penalty: 3743.822266
	Iteration 19F: 3 clusters Score -177982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -1061943.375000 Penalty: 2295.957031
	Iteration 0F: 2 clusters Score -1061943 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 5292 members 
Entering Unmasked Estep 
Score: -1053986.000000 Penalty: 4591.914062
	Iteration 0F: 3 clusters Score -1053986 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1056305.500000 Penalty: 4591.914062
	Iteration 1F: 3 clusters Score -1056306 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1056585.750000 Penalty: 4591.914062
	Iteration 2F: 3 clusters Score -1056586 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1056811.000000 Penalty: 4591.914062
	Iteration 3Q: 3 clusters Score -1056811 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1056987.750000 Penalty: 4591.914062
	Iteration 4Q: 3 clusters Score -1056988 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1057155.125000 Penalty: 4591.914062
	Iteration 5Q: 3 clusters Score -1057155 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1057330.750000 Penalty: 4591.914062
	Iteration 6Q: 3 clusters Score -1057331 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1057518.500000 Penalty: 4591.914062
	Iteration 7Q: 3 clusters Score -1057518 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1057718.125000 Penalty: 4591.914062
	Iteration 8Q: 3 clusters Score -1057718 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1057914.125000 Penalty: 4591.914062
	Iteration 9Q: 3 clusters Score -1057914 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1058145.625000 Penalty: 4591.914062
	Iteration 10Q: 3 clusters Score -1058146 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1058374.750000 Penalty: 4591.914062
	Iteration 11Q: 3 clusters Score -1058375 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1058633.375000 Penalty: 4591.914062
	Iteration 12Q: 3 clusters Score -1058633 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1058904.250000 Penalty: 4591.914062
	Iteration 13Q: 3 clusters Score -1058904 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1059159.250000 Penalty: 4591.914062
	Iteration 14Q: 3 clusters Score -1059159 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1059384.750000 Penalty: 4591.914062
	Iteration 15Q: 3 clusters Score -1059385 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1059562.750000 Penalty: 4591.914062
	Iteration 16Q: 3 clusters Score -1059563 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1059677.750000 Penalty: 4591.914062
	Iteration 17Q: 3 clusters Score -1059678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1059764.625000 Penalty: 4591.914062
	Iteration 18Q: 3 clusters Score -1059765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1059822.625000 Penalty: 4591.914062
	Iteration 19Q: 3 clusters Score -1059823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1059871.500000 Penalty: 4591.914062
	Iteration 20F: 3 clusters Score -1059872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1059902.500000 Penalty: 4591.914062
	Iteration 21Q: 3 clusters Score -1059902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1059920.750000 Penalty: 4591.914062
	Iteration 22Q: 3 clusters Score -1059921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1059943.750000 Penalty: 4591.914062
	Iteration 23Q: 3 clusters Score -1059944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1059965.250000 Penalty: 4591.914062
	Iteration 24Q: 3 clusters Score -1059965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1059980.625000 Penalty: 4591.914062
	Iteration 25Q: 3 clusters Score -1059981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1059994.750000 Penalty: 4591.914062
	Iteration 26Q: 3 clusters Score -1059995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1060002.375000 Penalty: 4591.914062
	Iteration 27Q: 3 clusters Score -1060002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1060003.875000 Penalty: 4591.914062
	Iteration 28Q: 3 clusters Score -1060004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1060003.625000 Penalty: 4591.914062
	Iteration 29Q: 3 clusters Score -1060004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1060004.750000 Penalty: 4591.914062
	Iteration 30Q: 3 clusters Score -1060005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1060004.750000 Penalty: 4591.914062
	Iteration 31F: 3 clusters Score -1060005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Entering Unmasked Estep 
Score: -3143360.750000 Penalty: 2577.103516
	Iteration 0F: 2 clusters Score -3143361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3121126.750000 Penalty: 5154.207031
	Iteration 0F: 3 clusters Score -3121127 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3129058.250000 Penalty: 5154.207031
	Iteration 1F: 3 clusters Score -3129058 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3129531.000000 Penalty: 5154.207031
	Iteration 2Q: 3 clusters Score -3129531 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3129963.500000 Penalty: 5154.207031
	Iteration 3Q: 3 clusters Score -3129964 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3130430.000000 Penalty: 5154.207031
	Iteration 4Q: 3 clusters Score -3130430 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3130886.750000 Penalty: 5154.207031
	Iteration 5Q: 3 clusters Score -3130887 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3131426.750000 Penalty: 5154.207031
	Iteration 6Q: 3 clusters Score -3131427 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3132248.500000 Penalty: 5154.207031
	Iteration 7Q: 3 clusters Score -3132248 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3133405.750000 Penalty: 5154.207031
	Iteration 8F: 3 clusters Score -3133406 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3134920.500000 Penalty: 5154.207031
	Iteration 9F: 3 clusters Score -3134920 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3136717.250000 Penalty: 5154.207031
	Iteration 10F: 3 clusters Score -3136717 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3138381.250000 Penalty: 5154.207031
	Iteration 11F: 3 clusters Score -3138381 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3139590.500000 Penalty: 5154.207031
	Iteration 12Q: 3 clusters Score -3139590 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3140265.000000 Penalty: 5154.207031
	Iteration 13Q: 3 clusters Score -3140265 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3140604.000000 Penalty: 5154.207031
	Iteration 14Q: 3 clusters Score -3140604 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3140803.250000 Penalty: 5154.207031
	Iteration 15Q: 3 clusters Score -3140803 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3140923.750000 Penalty: 5154.207031
	Iteration 16Q: 3 clusters Score -3140924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3140994.750000 Penalty: 5154.207031
	Iteration 17Q: 3 clusters Score -3140995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3141042.250000 Penalty: 5154.207031
	Iteration 18Q: 3 clusters Score -3141042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3141074.500000 Penalty: 5154.207031
	Iteration 19Q: 3 clusters Score -3141074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3141092.250000 Penalty: 5154.207031
	Iteration 20F: 3 clusters Score -3141092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3141107.500000 Penalty: 5154.207031
	Iteration 21Q: 3 clusters Score -3141108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3141113.000000 Penalty: 5154.207031
	Iteration 22Q: 3 clusters Score -3141113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3141119.750000 Penalty: 5154.207031
	Iteration 23Q: 3 clusters Score -3141120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3141125.500000 Penalty: 5154.207031
	Iteration 24Q: 3 clusters Score -3141126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3141134.250000 Penalty: 5154.207031
	Iteration 25Q: 3 clusters Score -3141134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3141133.750000 Penalty: 5154.207031
	Iteration 26Q: 3 clusters Score -3141134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3141134.500000 Penalty: 5154.207031
	Iteration 27Q: 3 clusters Score -3141134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3141131.250000 Penalty: 5154.207031
	Iteration 28Q: 3 clusters Score -3141131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3141135.500000 Penalty: 5154.207031
	Iteration 29Q: 3 clusters Score -3141136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3141138.250000 Penalty: 5154.207031
	Iteration 30Q: 3 clusters Score -3141138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3141136.250000 Penalty: 5154.207031
	Iteration 31Q: 3 clusters Score -3141136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3141136.750000 Penalty: 5154.207031
	Iteration 32Q: 3 clusters Score -3141137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3141136.000000 Penalty: 5154.207031
	Iteration 33Q: 3 clusters Score -3141136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3141137.250000 Penalty: 5154.207031
	Iteration 34Q: 3 clusters Score -3141137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3141140.000000 Penalty: 5154.207031
	Iteration 35Q: 3 clusters Score -3141140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3141140.000000 Penalty: 5154.207031
	Iteration 36F: 3 clusters Score -3141140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -276539.781250 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -276539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -273296.531250 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -273296.5 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -273908.125000 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -273908.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274110.250000 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -274110.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -274233.437500 Penalty: 3959.278320
	Iteration 3F: 3 clusters Score -274233.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274306.343750 Penalty: 3959.278320
	Iteration 4Q: 3 clusters Score -274306.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274364.781250 Penalty: 3959.278320
	Iteration 5Q: 3 clusters Score -274364.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -274410.375000 Penalty: 3959.278320
	Iteration 6Q: 3 clusters Score -274410.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -274445.281250 Penalty: 3959.278320
	Iteration 7Q: 3 clusters Score -274445.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -274477.468750 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -274477.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -274512.781250 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -274512.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -274553.750000 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -274553.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274597.656250 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -274597.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274639.656250 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -274639.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -274672.937500 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -274672.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274703.062500 Penalty: 3959.278320
	Iteration 14Q: 3 clusters Score -274703.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -274736.875000 Penalty: 3959.278320
	Iteration 15Q: 3 clusters Score -274736.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274759.593750 Penalty: 3959.278320
	Iteration 16Q: 3 clusters Score -274759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -274780.156250 Penalty: 3959.278320
	Iteration 17Q: 3 clusters Score -274780.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -274796.843750 Penalty: 3959.278320
	Iteration 18Q: 3 clusters Score -274796.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -274805.000000 Penalty: 3959.278320
	Iteration 19Q: 3 clusters Score -274805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -274811.000000 Penalty: 3959.278320
	Iteration 20F: 3 clusters Score -274811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -274821.937500 Penalty: 3959.278320
	Iteration 21Q: 3 clusters Score -274821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -274830.906250 Penalty: 3959.278320
	Iteration 22Q: 3 clusters Score -274830.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -274837.125000 Penalty: 3959.278320
	Iteration 23Q: 3 clusters Score -274837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -274840.718750 Penalty: 3959.278320
	Iteration 24Q: 3 clusters Score -274840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -274846.031250 Penalty: 3959.278320
	Iteration 25Q: 3 clusters Score -274846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -274849.312500 Penalty: 3959.278320
	Iteration 26Q: 3 clusters Score -274849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -274852.375000 Penalty: 3959.278320
	Iteration 27Q: 3 clusters Score -274852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -274856.000000 Penalty: 3959.278320
	Iteration 28Q: 3 clusters Score -274856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -274860.406250 Penalty: 3959.278320
	Iteration 29Q: 3 clusters Score -274860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -274862.312500 Penalty: 3959.278320
	Iteration 30Q: 3 clusters Score -274862.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -274868.468750 Penalty: 3959.278320
	Iteration 31Q: 3 clusters Score -274868.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -274874.781250 Penalty: 3959.278320
	Iteration 32Q: 3 clusters Score -274874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -274878.312500 Penalty: 3959.278320
	Iteration 33Q: 3 clusters Score -274878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -274882.093750 Penalty: 3959.278320
	Iteration 34Q: 3 clusters Score -274882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -274884.531250 Penalty: 3959.278320
	Iteration 35Q: 3 clusters Score -274884.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -274887.093750 Penalty: 3959.278320
	Iteration 36Q: 3 clusters Score -274887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -274888.437500 Penalty: 3959.278320
	Iteration 37Q: 3 clusters Score -274888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -274888.093750 Penalty: 3959.278320
	Iteration 38Q: 3 clusters Score -274888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -274888.093750 Penalty: 3959.278320
	Iteration 39F: 3 clusters Score -274888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Entering Unmasked Estep 
Score: -339670.156250 Penalty: 2027.535767
	Iteration 0F: 2 clusters Score -339670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -336024.531250 Penalty: 4055.071533
	Iteration 0F: 3 clusters Score -336024.5 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -336875.250000 Penalty: 4055.071533
	Iteration 1F: 3 clusters Score -336875.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -337111.531250 Penalty: 4055.071533
	Iteration 2F: 3 clusters Score -337111.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -337257.531250 Penalty: 4055.071533
	Iteration 3F: 3 clusters Score -337257.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -337346.812500 Penalty: 4055.071533
	Iteration 4Q: 3 clusters Score -337346.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -337396.500000 Penalty: 4055.071533
	Iteration 5Q: 3 clusters Score -337396.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -337433.000000 Penalty: 4055.071533
	Iteration 6Q: 3 clusters Score -337433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -337459.812500 Penalty: 4055.071533
	Iteration 7Q: 3 clusters Score -337459.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -337487.812500 Penalty: 4055.071533
	Iteration 8Q: 3 clusters Score -337487.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -337506.031250 Penalty: 4055.071533
	Iteration 9Q: 3 clusters Score -337506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -337522.687500 Penalty: 4055.071533
	Iteration 10Q: 3 clusters Score -337522.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -337539.968750 Penalty: 4055.071533
	Iteration 11Q: 3 clusters Score -337540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337554.718750 Penalty: 4055.071533
	Iteration 12Q: 3 clusters Score -337554.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -337567.437500 Penalty: 4055.071533
	Iteration 13Q: 3 clusters Score -337567.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337578.125000 Penalty: 4055.071533
	Iteration 14Q: 3 clusters Score -337578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -337588.906250 Penalty: 4055.071533
	Iteration 15Q: 3 clusters Score -337588.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -337597.562500 Penalty: 4055.071533
	Iteration 16Q: 3 clusters Score -337597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -337608.281250 Penalty: 4055.071533
	Iteration 17Q: 3 clusters Score -337608.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -337621.500000 Penalty: 4055.071533
	Iteration 18Q: 3 clusters Score -337621.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -337635.843750 Penalty: 4055.071533
	Iteration 19Q: 3 clusters Score -337635.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -337653.156250 Penalty: 4055.071533
	Iteration 20F: 3 clusters Score -337653.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337672.375000 Penalty: 4055.071533
	Iteration 21Q: 3 clusters Score -337672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -337688.468750 Penalty: 4055.071533
	Iteration 22Q: 3 clusters Score -337688.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -337706.187500 Penalty: 4055.071533
	Iteration 23Q: 3 clusters Score -337706.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -337726.062500 Penalty: 4055.071533
	Iteration 24Q: 3 clusters Score -337726.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -337749.812500 Penalty: 4055.071533
	Iteration 25Q: 3 clusters Score -337749.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -337780.687500 Penalty: 4055.071533
	Iteration 26Q: 3 clusters Score -337780.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -337809.406250 Penalty: 4055.071533
	Iteration 27Q: 3 clusters Score -337809.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337841.937500 Penalty: 4055.071533
	Iteration 28Q: 3 clusters Score -337841.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -337876.718750 Penalty: 4055.071533
	Iteration 29Q: 3 clusters Score -337876.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -337894.375000 Penalty: 4055.071533
	Iteration 30Q: 3 clusters Score -337894.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -337904.343750 Penalty: 4055.071533
	Iteration 31Q: 3 clusters Score -337904.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -337916.125000 Penalty: 4055.071533
	Iteration 32Q: 3 clusters Score -337916.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -337929.687500 Penalty: 4055.071533
	Iteration 33Q: 3 clusters Score -337929.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -337939.625000 Penalty: 4055.071533
	Iteration 34Q: 3 clusters Score -337939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -337945.343750 Penalty: 4055.071533
	Iteration 35Q: 3 clusters Score -337945.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -337950.062500 Penalty: 4055.071533
	Iteration 36Q: 3 clusters Score -337950.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -337956.062500 Penalty: 4055.071533
	Iteration 37Q: 3 clusters Score -337956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -337958.968750 Penalty: 4055.071533
	Iteration 38Q: 3 clusters Score -337959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -337965.562500 Penalty: 4055.071533
	Iteration 39Q: 3 clusters Score -337965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -337977.875000 Penalty: 4055.071533
	Iteration 40F: 3 clusters Score -337977.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -337991.343750 Penalty: 4055.071533
	Iteration 41Q: 3 clusters Score -337991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -338010.500000 Penalty: 4055.071533
	Iteration 42Q: 3 clusters Score -338010.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -338026.531250 Penalty: 4055.071533
	Iteration 43Q: 3 clusters Score -338026.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338033.156250 Penalty: 4055.071533
	Iteration 44Q: 3 clusters Score -338033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -338040.312500 Penalty: 4055.071533
	Iteration 45Q: 3 clusters Score -338040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -338045.562500 Penalty: 4055.071533
	Iteration 46Q: 3 clusters Score -338045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -338048.875000 Penalty: 4055.071533
	Iteration 47Q: 3 clusters Score -338048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -338054.406250 Penalty: 4055.071533
	Iteration 48Q: 3 clusters Score -338054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -338061.250000 Penalty: 4055.071533
	Iteration 49Q: 3 clusters Score -338061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -338063.500000 Penalty: 4055.071533
	Iteration 50Q: 3 clusters Score -338063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -338068.468750 Penalty: 4055.071533
	Iteration 51Q: 3 clusters Score -338068.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -338075.156250 Penalty: 4055.071533
	Iteration 52Q: 3 clusters Score -338075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -338080.218750 Penalty: 4055.071533
	Iteration 53Q: 3 clusters Score -338080.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338085.906250 Penalty: 4055.071533
	Iteration 54Q: 3 clusters Score -338085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -338088.312500 Penalty: 4055.071533
	Iteration 55Q: 3 clusters Score -338088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -338094.468750 Penalty: 4055.071533
	Iteration 56Q: 3 clusters Score -338094.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -338103.875000 Penalty: 4055.071533
	Iteration 57Q: 3 clusters Score -338103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338113.031250 Penalty: 4055.071533
	Iteration 58Q: 3 clusters Score -338113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338118.093750 Penalty: 4055.071533
	Iteration 59Q: 3 clusters Score -338118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338118.031250 Penalty: 4055.071533
	Iteration 60F: 3 clusters Score -338118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -338119.562500 Penalty: 4055.071533
	Iteration 61Q: 3 clusters Score -338119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -338122.218750 Penalty: 4055.071533
	Iteration 62Q: 3 clusters Score -338122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -338124.875000 Penalty: 4055.071533
	Iteration 63Q: 3 clusters Score -338124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338126.500000 Penalty: 4055.071533
	Iteration 64Q: 3 clusters Score -338126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -338130.593750 Penalty: 4055.071533
	Iteration 65Q: 3 clusters Score -338130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -338135.812500 Penalty: 4055.071533
	Iteration 66Q: 3 clusters Score -338135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -338144.937500 Penalty: 4055.071533
	Iteration 67Q: 3 clusters Score -338144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -338151.843750 Penalty: 4055.071533
	Iteration 68Q: 3 clusters Score -338151.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -338158.125000 Penalty: 4055.071533
	Iteration 69Q: 3 clusters Score -338158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338169.000000 Penalty: 4055.071533
	Iteration 70Q: 3 clusters Score -338169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338173.906250 Penalty: 4055.071533
	Iteration 71Q: 3 clusters Score -338173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338180.593750 Penalty: 4055.071533
	Iteration 72Q: 3 clusters Score -338180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -338184.375000 Penalty: 4055.071533
	Iteration 73Q: 3 clusters Score -338184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -338187.062500 Penalty: 4055.071533
	Iteration 74Q: 3 clusters Score -338187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -338187.875000 Penalty: 4055.071533
	Iteration 75Q: 3 clusters Score -338187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338190.375000 Penalty: 4055.071533
	Iteration 76Q: 3 clusters Score -338190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -338191.000000 Penalty: 4055.071533
	Iteration 77Q: 3 clusters Score -338191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -338192.062500 Penalty: 4055.071533
	Iteration 78Q: 3 clusters Score -338192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -338193.437500 Penalty: 4055.071533
	Iteration 79Q: 3 clusters Score -338193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -338194.468750 Penalty: 4055.071533
	Iteration 80F: 3 clusters Score -338194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -338195.437500 Penalty: 4055.071533
	Iteration 81Q: 3 clusters Score -338195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338196.250000 Penalty: 4055.071533
	Iteration 82Q: 3 clusters Score -338196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338196.375000 Penalty: 4055.071533
	Iteration 83Q: 3 clusters Score -338196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338196.375000 Penalty: 4055.071533
	Iteration 84F: 3 clusters Score -338196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -282332.531250 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -282332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -279061.250000 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -279061.2 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -279755.218750 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -279755.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -279931.468750 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -279931.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -280046.281250 Penalty: 3981.142578
	Iteration 3Q: 3 clusters Score -280046.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -280151.781250 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -280151.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -280244.562500 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -280244.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280360.218750 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -280360.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -280464.125000 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -280464.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280559.218750 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -280559.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -280639.281250 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -280639.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -280706.781250 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -280706.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -280772.562500 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -280772.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -280812.656250 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -280812.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -280833.625000 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -280833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -280848.281250 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -280848.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -280860.375000 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -280860.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -280873.687500 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -280873.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280892.000000 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -280892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -280905.656250 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -280905.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280922.218750 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -280922.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280941.781250 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -280941.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -280959.562500 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -280959.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -280976.875000 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -280976.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -280987.156250 Penalty: 3981.142578
	Iteration 23Q: 3 clusters Score -280987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -280994.281250 Penalty: 3981.142578
	Iteration 24Q: 3 clusters Score -280994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -281002.843750 Penalty: 3981.142578
	Iteration 25Q: 3 clusters Score -281002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -281009.781250 Penalty: 3981.142578
	Iteration 26Q: 3 clusters Score -281009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -281014.531250 Penalty: 3981.142578
	Iteration 27Q: 3 clusters Score -281014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -281017.343750 Penalty: 3981.142578
	Iteration 28Q: 3 clusters Score -281017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281018.281250 Penalty: 3981.142578
	Iteration 29Q: 3 clusters Score -281018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -281018.437500 Penalty: 3981.142578
	Iteration 30Q: 3 clusters Score -281018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281018.656250 Penalty: 3981.142578
	Iteration 31Q: 3 clusters Score -281018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281018.656250 Penalty: 3981.142578
	Iteration 32F: 3 clusters Score -281018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -705584.125000 Penalty: 2208.449219
	Iteration 0F: 2 clusters Score -705584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -699527.500000 Penalty: 4416.898438
	Iteration 0F: 3 clusters Score -699527.5 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -701106.937500 Penalty: 4416.898438
	Iteration 1F: 3 clusters Score -701106.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -701358.937500 Penalty: 4416.898438
	Iteration 2F: 3 clusters Score -701358.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -701548.125000 Penalty: 4416.898438
	Iteration 3F: 3 clusters Score -701548.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -701702.750000 Penalty: 4416.898438
	Iteration 4Q: 3 clusters Score -701702.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -701855.062500 Penalty: 4416.898438
	Iteration 5Q: 3 clusters Score -701855.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -701981.187500 Penalty: 4416.898438
	Iteration 6Q: 3 clusters Score -701981.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -702100.375000 Penalty: 4416.898438
	Iteration 7Q: 3 clusters Score -702100.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -702224.687500 Penalty: 4416.898438
	Iteration 8Q: 3 clusters Score -702224.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -702349.625000 Penalty: 4416.898438
	Iteration 9Q: 3 clusters Score -702349.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -702460.375000 Penalty: 4416.898438
	Iteration 10Q: 3 clusters Score -702460.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -702581.937500 Penalty: 4416.898438
	Iteration 11Q: 3 clusters Score -702581.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -702693.312500 Penalty: 4416.898438
	Iteration 12Q: 3 clusters Score -702693.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -702809.500000 Penalty: 4416.898438
	Iteration 13Q: 3 clusters Score -702809.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -702971.187500 Penalty: 4416.898438
	Iteration 14Q: 3 clusters Score -702971.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -703132.375000 Penalty: 4416.898438
	Iteration 15Q: 3 clusters Score -703132.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -703267.937500 Penalty: 4416.898438
	Iteration 16Q: 3 clusters Score -703267.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -703371.687500 Penalty: 4416.898438
	Iteration 17Q: 3 clusters Score -703371.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -703442.750000 Penalty: 4416.898438
	Iteration 18Q: 3 clusters Score -703442.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -703488.125000 Penalty: 4416.898438
	Iteration 19Q: 3 clusters Score -703488.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -703534.312500 Penalty: 4416.898438
	Iteration 20F: 3 clusters Score -703534.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -703576.750000 Penalty: 4416.898438
	Iteration 21Q: 3 clusters Score -703576.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -703607.062500 Penalty: 4416.898438
	Iteration 22Q: 3 clusters Score -703607.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -703637.562500 Penalty: 4416.898438
	Iteration 23Q: 3 clusters Score -703637.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -703666.937500 Penalty: 4416.898438
	Iteration 24Q: 3 clusters Score -703666.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -703696.937500 Penalty: 4416.898438
	Iteration 25Q: 3 clusters Score -703696.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -703717.375000 Penalty: 4416.898438
	Iteration 26Q: 3 clusters Score -703717.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -703740.687500 Penalty: 4416.898438
	Iteration 27Q: 3 clusters Score -703740.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -703767.437500 Penalty: 4416.898438
	Iteration 28Q: 3 clusters Score -703767.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -703787.375000 Penalty: 4416.898438
	Iteration 29Q: 3 clusters Score -703787.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -703801.875000 Penalty: 4416.898438
	Iteration 30Q: 3 clusters Score -703801.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -703815.875000 Penalty: 4416.898438
	Iteration 31Q: 3 clusters Score -703815.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -703830.687500 Penalty: 4416.898438
	Iteration 32Q: 3 clusters Score -703830.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -703843.437500 Penalty: 4416.898438
	Iteration 33Q: 3 clusters Score -703843.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -703857.375000 Penalty: 4416.898438
	Iteration 34Q: 3 clusters Score -703857.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -703875.187500 Penalty: 4416.898438
	Iteration 35Q: 3 clusters Score -703875.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -703895.062500 Penalty: 4416.898438
	Iteration 36Q: 3 clusters Score -703895.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -703916.062500 Penalty: 4416.898438
	Iteration 37Q: 3 clusters Score -703916.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -703940.875000 Penalty: 4416.898438
	Iteration 38Q: 3 clusters Score -703940.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -703964.437500 Penalty: 4416.898438
	Iteration 39Q: 3 clusters Score -703964.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -703994.687500 Penalty: 4416.898438
	Iteration 40F: 3 clusters Score -703994.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -704025.500000 Penalty: 4416.898438
	Iteration 41Q: 3 clusters Score -704025.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -704066.187500 Penalty: 4416.898438
	Iteration 42Q: 3 clusters Score -704066.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -704107.312500 Penalty: 4416.898438
	Iteration 43Q: 3 clusters Score -704107.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -704163.562500 Penalty: 4416.898438
	Iteration 44Q: 3 clusters Score -704163.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -704232.187500 Penalty: 4416.898438
	Iteration 45Q: 3 clusters Score -704232.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -704283.500000 Penalty: 4416.898438
	Iteration 46Q: 3 clusters Score -704283.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -704325.625000 Penalty: 4416.898438
	Iteration 47Q: 3 clusters Score -704325.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -704347.812500 Penalty: 4416.898438
	Iteration 48Q: 3 clusters Score -704347.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -704359.625000 Penalty: 4416.898438
	Iteration 49Q: 3 clusters Score -704359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -704362.250000 Penalty: 4416.898438
	Iteration 50Q: 3 clusters Score -704362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -704366.187500 Penalty: 4416.898438
	Iteration 51Q: 3 clusters Score -704366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -704370.250000 Penalty: 4416.898438
	Iteration 52Q: 3 clusters Score -704370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -704372.625000 Penalty: 4416.898438
	Iteration 53Q: 3 clusters Score -704372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -704374.875000 Penalty: 4416.898438
	Iteration 54Q: 3 clusters Score -704374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -704377.125000 Penalty: 4416.898438
	Iteration 55Q: 3 clusters Score -704377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -704379.750000 Penalty: 4416.898438
	Iteration 56Q: 3 clusters Score -704379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -704382.125000 Penalty: 4416.898438
	Iteration 57Q: 3 clusters Score -704382.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -704384.000000 Penalty: 4416.898438
	Iteration 58Q: 3 clusters Score -704384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -704384.375000 Penalty: 4416.898438
	Iteration 59Q: 3 clusters Score -704384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -704384.375000 Penalty: 4416.898438
	Iteration 60F: 3 clusters Score -704384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Entering Unmasked Estep 
Score: -3285564.250000 Penalty: 2582.434326
	Iteration 0F: 2 clusters Score -3285564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3262802.000000 Penalty: 5164.868652
	Iteration 0F: 3 clusters Score -3262802 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3271044.000000 Penalty: 5164.868652
	Iteration 1F: 3 clusters Score -3271044 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3271541.250000 Penalty: 5164.868652
	Iteration 2Q: 3 clusters Score -3271541 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3271957.750000 Penalty: 5164.868652
	Iteration 3Q: 3 clusters Score -3271958 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3272387.500000 Penalty: 5164.868652
	Iteration 4Q: 3 clusters Score -3272388 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3272848.000000 Penalty: 5164.868652
	Iteration 5Q: 3 clusters Score -3272848 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3273423.000000 Penalty: 5164.868652
	Iteration 6Q: 3 clusters Score -3273423 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3274143.750000 Penalty: 5164.868652
	Iteration 7Q: 3 clusters Score -3274144 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3275022.000000 Penalty: 5164.868652
	Iteration 8F: 3 clusters Score -3275022 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3275984.500000 Penalty: 5164.868652
	Iteration 9F: 3 clusters Score -3275984 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3276878.750000 Penalty: 5164.868652
	Iteration 10F: 3 clusters Score -3276879 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3277700.750000 Penalty: 5164.868652
	Iteration 11Q: 3 clusters Score -3277701 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3278405.500000 Penalty: 5164.868652
	Iteration 12Q: 3 clusters Score -3278406 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3279129.000000 Penalty: 5164.868652
	Iteration 13Q: 3 clusters Score -3279129 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3279766.000000 Penalty: 5164.868652
	Iteration 14Q: 3 clusters Score -3279766 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3280332.500000 Penalty: 5164.868652
	Iteration 15Q: 3 clusters Score -3280332 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3280936.750000 Penalty: 5164.868652
	Iteration 16Q: 3 clusters Score -3280937 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3281477.500000 Penalty: 5164.868652
	Iteration 17Q: 3 clusters Score -3281478 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3281900.000000 Penalty: 5164.868652
	Iteration 18Q: 3 clusters Score -3281900 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3282262.500000 Penalty: 5164.868652
	Iteration 19Q: 3 clusters Score -3282262 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3282520.500000 Penalty: 5164.868652
	Iteration 20F: 3 clusters Score -3282520 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -3282717.500000 Penalty: 5164.868652
	Iteration 21Q: 3 clusters Score -3282718 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3282897.000000 Penalty: 5164.868652
	Iteration 22Q: 3 clusters Score -3282897 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3283003.500000 Penalty: 5164.868652
	Iteration 23Q: 3 clusters Score -3283004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3283081.500000 Penalty: 5164.868652
	Iteration 24Q: 3 clusters Score -3283082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3283153.750000 Penalty: 5164.868652
	Iteration 25Q: 3 clusters Score -3283154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3283199.250000 Penalty: 5164.868652
	Iteration 26Q: 3 clusters Score -3283199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -3283226.750000 Penalty: 5164.868652
	Iteration 27Q: 3 clusters Score -3283227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3283253.250000 Penalty: 5164.868652
	Iteration 28Q: 3 clusters Score -3283253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3283269.250000 Penalty: 5164.868652
	Iteration 29Q: 3 clusters Score -3283269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3283283.500000 Penalty: 5164.868652
	Iteration 30Q: 3 clusters Score -3283284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3283295.750000 Penalty: 5164.868652
	Iteration 31Q: 3 clusters Score -3283296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3283314.000000 Penalty: 5164.868652
	Iteration 32Q: 3 clusters Score -3283314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3283319.000000 Penalty: 5164.868652
	Iteration 33Q: 3 clusters Score -3283319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3283331.000000 Penalty: 5164.868652
	Iteration 34Q: 3 clusters Score -3283331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -3283342.250000 Penalty: 5164.868652
	Iteration 35Q: 3 clusters Score -3283342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -3283355.750000 Penalty: 5164.868652
	Iteration 36Q: 3 clusters Score -3283356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -3283363.750000 Penalty: 5164.868652
	Iteration 37Q: 3 clusters Score -3283364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3283360.000000 Penalty: 5164.868652
	Iteration 38Q: 3 clusters Score -3283360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3283370.000000 Penalty: 5164.868652
	Iteration 39Q: 3 clusters Score -3283370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3283373.000000 Penalty: 5164.868652
	Iteration 40F: 3 clusters Score -3283373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3283374.250000 Penalty: 5164.868652
	Iteration 41Q: 3 clusters Score -3283374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3283377.000000 Penalty: 5164.868652
	Iteration 42Q: 3 clusters Score -3283377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3283380.500000 Penalty: 5164.868652
	Iteration 43Q: 3 clusters Score -3283380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3283378.500000 Penalty: 5164.868652
	Iteration 44Q: 3 clusters Score -3283378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3283379.750000 Penalty: 5164.868652
	Iteration 45Q: 3 clusters Score -3283380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3283379.750000 Penalty: 5164.868652
	Iteration 46F: 3 clusters Score -3283380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -75331.101562 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -75331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73537.203125 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -73537.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73819.593750 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -73819.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73934.601562 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -73934.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74027.937500 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -74027.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74134.453125 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -74134.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74240.265625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -74240.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -74311.250000 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -74311.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74408.250000 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -74408.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -74545.562500 Penalty: 3357.742432
	Iteration 8F: 3 clusters Score -74545.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -74715.843750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -74715.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74919.031250 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -74919.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -74991.765625 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -74991.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75039.000000 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -75039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75083.218750 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -75083.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75094.585938 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -75094.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75111.406250 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -75111.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -75120.898438 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -75120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75124.820312 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -75124.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -75127.750000 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -75127.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -75127.750000 Penalty: 3357.742432
	Iteration 19F: 3 clusters Score -75127.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -735311.500000 Penalty: 2256.209473
	Iteration 0F: 2 clusters Score -735311.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -728279.875000 Penalty: 4512.418945
	Iteration 0F: 3 clusters Score -728279.9 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -730456.250000 Penalty: 4512.418945
	Iteration 1F: 3 clusters Score -730456.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -730839.312500 Penalty: 4512.418945
	Iteration 2F: 3 clusters Score -730839.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -731134.500000 Penalty: 4512.418945
	Iteration 3F: 3 clusters Score -731134.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -731401.312500 Penalty: 4512.418945
	Iteration 4Q: 3 clusters Score -731401.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -731641.937500 Penalty: 4512.418945
	Iteration 5Q: 3 clusters Score -731641.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -731895.250000 Penalty: 4512.418945
	Iteration 6Q: 3 clusters Score -731895.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -732162.375000 Penalty: 4512.418945
	Iteration 7Q: 3 clusters Score -732162.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -732435.562500 Penalty: 4512.418945
	Iteration 8Q: 3 clusters Score -732435.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -732731.375000 Penalty: 4512.418945
	Iteration 9Q: 3 clusters Score -732731.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -733096.375000 Penalty: 4512.418945
	Iteration 10Q: 3 clusters Score -733096.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -733516.875000 Penalty: 4512.418945
	Iteration 11Q: 3 clusters Score -733516.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -733900.125000 Penalty: 4512.418945
	Iteration 12Q: 3 clusters Score -733900.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -734146.187500 Penalty: 4512.418945
	Iteration 13Q: 3 clusters Score -734146.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -734291.062500 Penalty: 4512.418945
	Iteration 14Q: 3 clusters Score -734291.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -734367.500000 Penalty: 4512.418945
	Iteration 15Q: 3 clusters Score -734367.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -734412.062500 Penalty: 4512.418945
	Iteration 16Q: 3 clusters Score -734412.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -734438.500000 Penalty: 4512.418945
	Iteration 17Q: 3 clusters Score -734438.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -734454.687500 Penalty: 4512.418945
	Iteration 18Q: 3 clusters Score -734454.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -734467.062500 Penalty: 4512.418945
	Iteration 19Q: 3 clusters Score -734467.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -734482.687500 Penalty: 4512.418945
	Iteration 20F: 3 clusters Score -734482.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -734491.875000 Penalty: 4512.418945
	Iteration 21Q: 3 clusters Score -734491.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -734502.062500 Penalty: 4512.418945
	Iteration 22Q: 3 clusters Score -734502.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -734507.625000 Penalty: 4512.418945
	Iteration 23Q: 3 clusters Score -734507.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -734516.500000 Penalty: 4512.418945
	Iteration 24Q: 3 clusters Score -734516.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -734520.812500 Penalty: 4512.418945
	Iteration 25Q: 3 clusters Score -734520.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -734525.062500 Penalty: 4512.418945
	Iteration 26Q: 3 clusters Score -734525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -734528.312500 Penalty: 4512.418945
	Iteration 27Q: 3 clusters Score -734528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -734531.812500 Penalty: 4512.418945
	Iteration 28Q: 3 clusters Score -734531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -734535.187500 Penalty: 4512.418945
	Iteration 29Q: 3 clusters Score -734535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -734539.062500 Penalty: 4512.418945
	Iteration 30Q: 3 clusters Score -734539.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -734541.062500 Penalty: 4512.418945
	Iteration 31Q: 3 clusters Score -734541.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -734543.187500 Penalty: 4512.418945
	Iteration 32Q: 3 clusters Score -734543.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -734545.187500 Penalty: 4512.418945
	Iteration 33Q: 3 clusters Score -734545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -734552.125000 Penalty: 4512.418945
	Iteration 34Q: 3 clusters Score -734552.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -734554.000000 Penalty: 4512.418945
	Iteration 35Q: 3 clusters Score -734554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -734561.000000 Penalty: 4512.418945
	Iteration 36Q: 3 clusters Score -734561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -734569.312500 Penalty: 4512.418945
	Iteration 37Q: 3 clusters Score -734569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -734574.625000 Penalty: 4512.418945
	Iteration 38Q: 3 clusters Score -734574.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -734582.625000 Penalty: 4512.418945
	Iteration 39Q: 3 clusters Score -734582.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -734588.437500 Penalty: 4512.418945
	Iteration 40F: 3 clusters Score -734588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -734595.062500 Penalty: 4512.418945
	Iteration 41Q: 3 clusters Score -734595.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -734600.937500 Penalty: 4512.418945
	Iteration 42Q: 3 clusters Score -734600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -734602.812500 Penalty: 4512.418945
	Iteration 43Q: 3 clusters Score -734602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -734604.000000 Penalty: 4512.418945
	Iteration 44Q: 3 clusters Score -734604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -734608.062500 Penalty: 4512.418945
	Iteration 45Q: 3 clusters Score -734608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -734611.125000 Penalty: 4512.418945
	Iteration 46Q: 3 clusters Score -734611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -734613.312500 Penalty: 4512.418945
	Iteration 47Q: 3 clusters Score -734613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -734616.312500 Penalty: 4512.418945
	Iteration 48Q: 3 clusters Score -734616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -734619.562500 Penalty: 4512.418945
	Iteration 49Q: 3 clusters Score -734619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -734624.125000 Penalty: 4512.418945
	Iteration 50Q: 3 clusters Score -734624.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -734628.062500 Penalty: 4512.418945
	Iteration 51Q: 3 clusters Score -734628.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -734633.812500 Penalty: 4512.418945
	Iteration 52Q: 3 clusters Score -734633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -734637.562500 Penalty: 4512.418945
	Iteration 53Q: 3 clusters Score -734637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -734640.062500 Penalty: 4512.418945
	Iteration 54Q: 3 clusters Score -734640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -734639.562500 Penalty: 4512.418945
	Iteration 55Q: 3 clusters Score -734639.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -734640.937500 Penalty: 4512.418945
	Iteration 56Q: 3 clusters Score -734640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -734644.000000 Penalty: 4512.418945
	Iteration 57Q: 3 clusters Score -734644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -734644.875000 Penalty: 4512.418945
	Iteration 58Q: 3 clusters Score -734644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -734647.000000 Penalty: 4512.418945
	Iteration 59Q: 3 clusters Score -734647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -734649.500000 Penalty: 4512.418945
	Iteration 60F: 3 clusters Score -734649.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -734655.687500 Penalty: 4512.418945
	Iteration 61Q: 3 clusters Score -734655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -734654.437500 Penalty: 4512.418945
	Iteration 62Q: 3 clusters Score -734654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -734657.125000 Penalty: 4512.418945
	Iteration 63Q: 3 clusters Score -734657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -734657.812500 Penalty: 4512.418945
	Iteration 64Q: 3 clusters Score -734657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -734658.000000 Penalty: 4512.418945
	Iteration 65Q: 3 clusters Score -734658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -734658.187500 Penalty: 4512.418945
	Iteration 66Q: 3 clusters Score -734658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -734660.125000 Penalty: 4512.418945
	Iteration 67Q: 3 clusters Score -734660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -734662.000000 Penalty: 4512.418945
	Iteration 68Q: 3 clusters Score -734662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -734663.125000 Penalty: 4512.418945
	Iteration 69Q: 3 clusters Score -734663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -734665.062500 Penalty: 4512.418945
	Iteration 70Q: 3 clusters Score -734665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -734663.812500 Penalty: 4512.418945
	Iteration 71Q: 3 clusters Score -734663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -734665.812500 Penalty: 4512.418945
	Iteration 72Q: 3 clusters Score -734665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -734666.062500 Penalty: 4512.418945
	Iteration 73Q: 3 clusters Score -734666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -734667.187500 Penalty: 4512.418945
	Iteration 74Q: 3 clusters Score -734667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -734667.187500 Penalty: 4512.418945
	Iteration 75Q: 3 clusters Score -734667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -734667.250000 Penalty: 4512.418945
	Iteration 76Q: 3 clusters Score -734667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -734667.437500 Penalty: 4512.418945
	Iteration 77Q: 3 clusters Score -734667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -734666.687500 Penalty: 4512.418945
	Iteration 78Q: 3 clusters Score -734666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -734669.625000 Penalty: 4512.418945
	Iteration 79Q: 3 clusters Score -734669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -734673.812500 Penalty: 4512.418945
	Iteration 80F: 3 clusters Score -734673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -734673.625000 Penalty: 4512.418945
	Iteration 81Q: 3 clusters Score -734673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -734675.687500 Penalty: 4512.418945
	Iteration 82Q: 3 clusters Score -734675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -734676.000000 Penalty: 4512.418945
	Iteration 83Q: 3 clusters Score -734676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -734675.812500 Penalty: 4512.418945
	Iteration 84Q: 3 clusters Score -734675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -734675.875000 Penalty: 4512.418945
	Iteration 85Q: 3 clusters Score -734675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -734676.000000 Penalty: 4512.418945
	Iteration 86Q: 3 clusters Score -734676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -734676.625000 Penalty: 4512.418945
	Iteration 87Q: 3 clusters Score -734676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -734675.937500 Penalty: 4512.418945
	Iteration 88Q: 3 clusters Score -734675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -734675.937500 Penalty: 4512.418945
	Iteration 89F: 3 clusters Score -734675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Entering Unmasked Estep 
Score: -3578026.500000 Penalty: 2606.523926
	Iteration 0F: 2 clusters Score -3578026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3552875.250000 Penalty: 5213.047852
	Iteration 0F: 3 clusters Score -3552875 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3562469.250000 Penalty: 5213.047852
	Iteration 1F: 3 clusters Score -3562469 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3563110.750000 Penalty: 5213.047852
	Iteration 2Q: 3 clusters Score -3563111 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3563786.500000 Penalty: 5213.047852
	Iteration 3Q: 3 clusters Score -3563786 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3564498.750000 Penalty: 5213.047852
	Iteration 4Q: 3 clusters Score -3564499 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3565310.000000 Penalty: 5213.047852
	Iteration 5Q: 3 clusters Score -3565310 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3566398.000000 Penalty: 5213.047852
	Iteration 6Q: 3 clusters Score -3566398 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3567807.000000 Penalty: 5213.047852
	Iteration 7F: 3 clusters Score -3567807 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3569519.250000 Penalty: 5213.047852
	Iteration 8F: 3 clusters Score -3569519 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3571350.000000 Penalty: 5213.047852
	Iteration 9F: 3 clusters Score -3571350 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3573130.500000 Penalty: 5213.047852
	Iteration 10F: 3 clusters Score -3573130 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3574652.250000 Penalty: 5213.047852
	Iteration 11Q: 3 clusters Score -3574652 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3575596.750000 Penalty: 5213.047852
	Iteration 12Q: 3 clusters Score -3575597 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3575990.500000 Penalty: 5213.047852
	Iteration 13Q: 3 clusters Score -3575990 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3576200.500000 Penalty: 5213.047852
	Iteration 14Q: 3 clusters Score -3576200 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3576313.250000 Penalty: 5213.047852
	Iteration 15Q: 3 clusters Score -3576313 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3576360.000000 Penalty: 5213.047852
	Iteration 16Q: 3 clusters Score -3576360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3576385.750000 Penalty: 5213.047852
	Iteration 17Q: 3 clusters Score -3576386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3576399.500000 Penalty: 5213.047852
	Iteration 18Q: 3 clusters Score -3576400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3576415.000000 Penalty: 5213.047852
	Iteration 19Q: 3 clusters Score -3576415 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3576423.250000 Penalty: 5213.047852
	Iteration 20F: 3 clusters Score -3576423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3576423.000000 Penalty: 5213.047852
	Iteration 21Q: 3 clusters Score -3576423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3576417.250000 Penalty: 5213.047852
	Iteration 22Q: 3 clusters Score -3576417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3576427.500000 Penalty: 5213.047852
	Iteration 23Q: 3 clusters Score -3576428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3576432.250000 Penalty: 5213.047852
	Iteration 24Q: 3 clusters Score -3576432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3576424.250000 Penalty: 5213.047852
	Iteration 25Q: 3 clusters Score -3576424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3576436.750000 Penalty: 5213.047852
	Iteration 26Q: 3 clusters Score -3576437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3576438.000000 Penalty: 5213.047852
	Iteration 27Q: 3 clusters Score -3576438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3576430.750000 Penalty: 5213.047852
	Iteration 28Q: 3 clusters Score -3576431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3576434.250000 Penalty: 5213.047852
	Iteration 29Q: 3 clusters Score -3576434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3576431.500000 Penalty: 5213.047852
	Iteration 30Q: 3 clusters Score -3576432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3576431.750000 Penalty: 5213.047852
	Iteration 31Q: 3 clusters Score -3576432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3576435.000000 Penalty: 5213.047852
	Iteration 32Q: 3 clusters Score -3576435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3576437.250000 Penalty: 5213.047852
	Iteration 33Q: 3 clusters Score -3576437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3576437.500000 Penalty: 5213.047852
	Iteration 34Q: 3 clusters Score -3576438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3576441.750000 Penalty: 5213.047852
	Iteration 35Q: 3 clusters Score -3576442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3576436.250000 Penalty: 5213.047852
	Iteration 36Q: 3 clusters Score -3576436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3576441.500000 Penalty: 5213.047852
	Iteration 37Q: 3 clusters Score -3576442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3576437.750000 Penalty: 5213.047852
	Iteration 38Q: 3 clusters Score -3576438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3576441.250000 Penalty: 5213.047852
	Iteration 39Q: 3 clusters Score -3576441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3576442.000000 Penalty: 5213.047852
	Iteration 40F: 3 clusters Score -3576442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3576442.000000 Penalty: 5213.047852
	Iteration 41Q: 3 clusters Score -3576442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3576438.250000 Penalty: 5213.047852
	Iteration 42Q: 3 clusters Score -3576438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3576436.250000 Penalty: 5213.047852
	Iteration 43Q: 3 clusters Score -3576436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3576438.250000 Penalty: 5213.047852
	Iteration 44Q: 3 clusters Score -3576438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3576443.000000 Penalty: 5213.047852
	Iteration 45Q: 3 clusters Score -3576443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3576444.750000 Penalty: 5213.047852
	Iteration 46Q: 3 clusters Score -3576445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3576441.750000 Penalty: 5213.047852
	Iteration 47Q: 3 clusters Score -3576442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3576442.500000 Penalty: 5213.047852
	Iteration 48Q: 3 clusters Score -3576442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3576447.250000 Penalty: 5213.047852
	Iteration 49Q: 3 clusters Score -3576447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3576444.250000 Penalty: 5213.047852
	Iteration 50Q: 3 clusters Score -3576444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3576443.000000 Penalty: 5213.047852
	Iteration 51Q: 3 clusters Score -3576443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3576443.000000 Penalty: 5213.047852
	Iteration 52F: 3 clusters Score -3576443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (98068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Entering Unmasked Estep 
Score: -9561530.000000 Penalty: 2850.367432
	Iteration 0F: 2 clusters Score -9561530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -9495731.000000 Penalty: 5700.734863
	Iteration 0F: 3 clusters Score -9495731 nChanged 46569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -9522090.000000 Penalty: 5700.734863
	Iteration 1F: 3 clusters Score -9522090 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -9522822.000000 Penalty: 5700.734863
	Iteration 2Q: 3 clusters Score -9522822 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -9523601.000000 Penalty: 5700.734863
	Iteration 3Q: 3 clusters Score -9523601 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -9524686.000000 Penalty: 5700.734863
	Iteration 4Q: 3 clusters Score -9524686 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -9525996.000000 Penalty: 5700.734863
	Iteration 5Q: 3 clusters Score -9525996 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -9527967.000000 Penalty: 5700.734863
	Iteration 6Q: 3 clusters Score -9527967 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -9530957.000000 Penalty: 5700.734863
	Iteration 7F: 3 clusters Score -9530957 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -9535106.000000 Penalty: 5700.734863
	Iteration 8F: 3 clusters Score -9535106 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -9539749.000000 Penalty: 5700.734863
	Iteration 9F: 3 clusters Score -9539749 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -9544041.000000 Penalty: 5700.734863
	Iteration 10F: 3 clusters Score -9544041 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -9546939.000000 Penalty: 5700.734863
	Iteration 11Q: 3 clusters Score -9546939 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -9548781.000000 Penalty: 5700.734863
	Iteration 12Q: 3 clusters Score -9548781 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -9550097.000000 Penalty: 5700.734863
	Iteration 13Q: 3 clusters Score -9550097 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -9551425.000000 Penalty: 5700.734863
	Iteration 14Q: 3 clusters Score -9551425 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -9552534.000000 Penalty: 5700.734863
	Iteration 15Q: 3 clusters Score -9552534 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -9553648.000000 Penalty: 5700.734863
	Iteration 16Q: 3 clusters Score -9553648 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9554723.000000 Penalty: 5700.734863
	Iteration 17Q: 3 clusters Score -9554723 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -9555564.000000 Penalty: 5700.734863
	Iteration 18Q: 3 clusters Score -9555564 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -9556410.000000 Penalty: 5700.734863
	Iteration 19Q: 3 clusters Score -9556410 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94387 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9557118.000000 Penalty: 5700.734863
	Iteration 20F: 3 clusters Score -9557118 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9557651.000000 Penalty: 5700.734863
	Iteration 21Q: 3 clusters Score -9557651 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9558114.000000 Penalty: 5700.734863
	Iteration 22Q: 3 clusters Score -9558114 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9558464.000000 Penalty: 5700.734863
	Iteration 23Q: 3 clusters Score -9558464 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9558732.000000 Penalty: 5700.734863
	Iteration 24Q: 3 clusters Score -9558732 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9558869.000000 Penalty: 5700.734863
	Iteration 25Q: 3 clusters Score -9558869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9558980.000000 Penalty: 5700.734863
	Iteration 26Q: 3 clusters Score -9558980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9559033.000000 Penalty: 5700.734863
	Iteration 27Q: 3 clusters Score -9559033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9559089.000000 Penalty: 5700.734863
	Iteration 28Q: 3 clusters Score -9559089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97194 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9559107.000000 Penalty: 5700.734863
	Iteration 29Q: 3 clusters Score -9559107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9559122.000000 Penalty: 5700.734863
	Iteration 30Q: 3 clusters Score -9559122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9559150.000000 Penalty: 5700.734863
	Iteration 31Q: 3 clusters Score -9559150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9559173.000000 Penalty: 5700.734863
	Iteration 32Q: 3 clusters Score -9559173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9559179.000000 Penalty: 5700.734863
	Iteration 33Q: 3 clusters Score -9559179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9559197.000000 Penalty: 5700.734863
	Iteration 34Q: 3 clusters Score -9559197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9559203.000000 Penalty: 5700.734863
	Iteration 35Q: 3 clusters Score -9559203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9559223.000000 Penalty: 5700.734863
	Iteration 36Q: 3 clusters Score -9559223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9559231.000000 Penalty: 5700.734863
	Iteration 37Q: 3 clusters Score -9559231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9559237.000000 Penalty: 5700.734863
	Iteration 38Q: 3 clusters Score -9559237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9559240.000000 Penalty: 5700.734863
	Iteration 39Q: 3 clusters Score -9559240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9559246.000000 Penalty: 5700.734863
	Iteration 40F: 3 clusters Score -9559246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9559250.000000 Penalty: 5700.734863
	Iteration 41Q: 3 clusters Score -9559250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9559252.000000 Penalty: 5700.734863
	Iteration 42Q: 3 clusters Score -9559252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9559262.000000 Penalty: 5700.734863
	Iteration 43Q: 3 clusters Score -9559262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9559263.000000 Penalty: 5700.734863
	Iteration 44Q: 3 clusters Score -9559263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9559262.000000 Penalty: 5700.734863
	Iteration 45Q: 3 clusters Score -9559262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9559264.000000 Penalty: 5700.734863
	Iteration 46Q: 3 clusters Score -9559264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9559269.000000 Penalty: 5700.734863
	Iteration 47Q: 3 clusters Score -9559269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9559276.000000 Penalty: 5700.734863
	Iteration 48Q: 3 clusters Score -9559276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9559283.000000 Penalty: 5700.734863
	Iteration 49Q: 3 clusters Score -9559283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9559288.000000 Penalty: 5700.734863
	Iteration 50Q: 3 clusters Score -9559288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9559293.000000 Penalty: 5700.734863
	Iteration 51Q: 3 clusters Score -9559293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9559288.000000 Penalty: 5700.734863
	Iteration 52Q: 3 clusters Score -9559288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9559301.000000 Penalty: 5700.734863
	Iteration 53Q: 3 clusters Score -9559301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9559311.000000 Penalty: 5700.734863
	Iteration 54Q: 3 clusters Score -9559311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9559308.000000 Penalty: 5700.734863
	Iteration 55Q: 3 clusters Score -9559308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9559320.000000 Penalty: 5700.734863
	Iteration 56Q: 3 clusters Score -9559320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9559320.000000 Penalty: 5700.734863
	Iteration 57Q: 3 clusters Score -9559320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9559330.000000 Penalty: 5700.734863
	Iteration 58Q: 3 clusters Score -9559330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9559327.000000 Penalty: 5700.734863
	Iteration 59Q: 3 clusters Score -9559327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9559321.000000 Penalty: 5700.734863
	Iteration 60F: 3 clusters Score -9559321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9559313.000000 Penalty: 5700.734863
	Iteration 61Q: 3 clusters Score -9559313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9559326.000000 Penalty: 5700.734863
	Iteration 62Q: 3 clusters Score -9559326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9559327.000000 Penalty: 5700.734863
	Iteration 63Q: 3 clusters Score -9559327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9559332.000000 Penalty: 5700.734863
	Iteration 64Q: 3 clusters Score -9559332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9559330.000000 Penalty: 5700.734863
	Iteration 65Q: 3 clusters Score -9559330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9559336.000000 Penalty: 5700.734863
	Iteration 66Q: 3 clusters Score -9559336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9559335.000000 Penalty: 5700.734863
	Iteration 67Q: 3 clusters Score -9559335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9559333.000000 Penalty: 5700.734863
	Iteration 68Q: 3 clusters Score -9559333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9559339.000000 Penalty: 5700.734863
	Iteration 69Q: 3 clusters Score -9559339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9559344.000000 Penalty: 5700.734863
	Iteration 70Q: 3 clusters Score -9559344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9559345.000000 Penalty: 5700.734863
	Iteration 71Q: 3 clusters Score -9559345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9559346.000000 Penalty: 5700.734863
	Iteration 72Q: 3 clusters Score -9559346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9559347.000000 Penalty: 5700.734863
	Iteration 73Q: 3 clusters Score -9559347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9559346.000000 Penalty: 5700.734863
	Iteration 74Q: 3 clusters Score -9559346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9559342.000000 Penalty: 5700.734863
	Iteration 75Q: 3 clusters Score -9559342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9559342.000000 Penalty: 5700.734863
	Iteration 76F: 3 clusters Score -9559342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -230131.609375 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -230131.6 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 1280 members 
Entering Unmasked Estep 
Score: -227152.203125 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -227152.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -227769.093750 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -227769.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -227980.625000 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -227980.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -228071.796875 Penalty: 3878.140869
	Iteration 3Q: 3 clusters Score -228071.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228144.750000 Penalty: 3878.140869
	Iteration 4Q: 3 clusters Score -228144.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -228229.968750 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -228230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -228317.015625 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -228317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -228399.500000 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -228399.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228471.984375 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -228472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -228532.046875 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -228532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -228585.859375 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -228585.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228629.296875 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -228629.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -228669.906250 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -228669.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -228713.484375 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -228713.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -228749.218750 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -228749.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -228774.578125 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -228774.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -228787.375000 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -228787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228801.921875 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -228801.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228810.375000 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -228810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -228814.500000 Penalty: 3878.140869
	Iteration 19Q: 3 clusters Score -228814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -228817.515625 Penalty: 3878.140869
	Iteration 20F: 3 clusters Score -228817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -228822.046875 Penalty: 3878.140869
	Iteration 21Q: 3 clusters Score -228822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -228822.984375 Penalty: 3878.140869
	Iteration 22Q: 3 clusters Score -228823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -228822.984375 Penalty: 3878.140869
	Iteration 23F: 3 clusters Score -228823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -49520.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -49520.32 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 283 members 
Entering Unmasked Estep 
Score: -47964.488281 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -47964.49 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48159.441406 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -48159.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48218.148438 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -48218.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48258.464844 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -48258.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48303.273438 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -48303.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48337.906250 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -48337.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48361.906250 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -48361.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48380.976562 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -48380.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48398.093750 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -48398.09 nChanged 4
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: -48413.722656 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -48413.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48434.855469 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -48434.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48479.371094 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -48479.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48550.628906 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -48550.63 nChanged 8
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: -48652.144531 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -48652.14 nChanged 8
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: -48769.863281 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -48769.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48813.628906 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -48813.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48825.230469 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -48825.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48834.535156 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -48834.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48838.363281 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -48838.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48840.433594 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -48840.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48841.683594 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -48841.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48842.320312 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -48842.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48844.007812 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -48844.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48848.246094 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -48848.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48848.246094 Penalty: 3143.942627
	Iteration 24F: 3 clusters Score -48848.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -536448.687500 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -536448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -531469.937500 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -531469.9 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -532770.875000 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -532770.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -533141.375000 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -533141.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -533526.500000 Penalty: 4293.763672
	Iteration 3F: 3 clusters Score -533526.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -533888.000000 Penalty: 4293.763672
	Iteration 4F: 3 clusters Score -533888 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -534276.375000 Penalty: 4293.763672
	Iteration 5F: 3 clusters Score -534276.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -534583.812500 Penalty: 4293.763672
	Iteration 6F: 3 clusters Score -534583.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -534831.125000 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -534831.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -535032.375000 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -535032.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -535195.312500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -535195.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -535349.875000 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -535349.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -535488.375000 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -535488.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -535559.500000 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -535559.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -535617.500000 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -535617.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -535650.437500 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -535650.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -535671.562500 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -535671.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -535683.375000 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -535683.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -535691.812500 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -535691.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -535697.875000 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -535697.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -535703.312500 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -535703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -535706.750000 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -535706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -535708.125000 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -535708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -535710.812500 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -535710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -535713.062500 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -535713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -535714.500000 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -535714.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -535716.937500 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -535716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -535720.500000 Penalty: 4293.763672
	Iteration 26Q: 3 clusters Score -535720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -535724.500000 Penalty: 4293.763672
	Iteration 27Q: 3 clusters Score -535724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -535726.437500 Penalty: 4293.763672
	Iteration 28Q: 3 clusters Score -535726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -535730.500000 Penalty: 4293.763672
	Iteration 29Q: 3 clusters Score -535730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -535733.187500 Penalty: 4293.763672
	Iteration 30Q: 3 clusters Score -535733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -535736.875000 Penalty: 4293.763672
	Iteration 31Q: 3 clusters Score -535736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -535741.375000 Penalty: 4293.763672
	Iteration 32Q: 3 clusters Score -535741.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -535745.500000 Penalty: 4293.763672
	Iteration 33Q: 3 clusters Score -535745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -535748.625000 Penalty: 4293.763672
	Iteration 34Q: 3 clusters Score -535748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -535753.625000 Penalty: 4293.763672
	Iteration 35Q: 3 clusters Score -535753.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -535756.875000 Penalty: 4293.763672
	Iteration 36Q: 3 clusters Score -535756.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -535761.437500 Penalty: 4293.763672
	Iteration 37Q: 3 clusters Score -535761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -535766.125000 Penalty: 4293.763672
	Iteration 38Q: 3 clusters Score -535766.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -535773.125000 Penalty: 4293.763672
	Iteration 39Q: 3 clusters Score -535773.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -535777.062500 Penalty: 4293.763672
	Iteration 40F: 3 clusters Score -535777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -535781.500000 Penalty: 4293.763672
	Iteration 41Q: 3 clusters Score -535781.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -535785.437500 Penalty: 4293.763672
	Iteration 42Q: 3 clusters Score -535785.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -535793.687500 Penalty: 4293.763672
	Iteration 43Q: 3 clusters Score -535793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -535801.875000 Penalty: 4293.763672
	Iteration 44Q: 3 clusters Score -535801.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -535811.437500 Penalty: 4293.763672
	Iteration 45Q: 3 clusters Score -535811.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -535820.687500 Penalty: 4293.763672
	Iteration 46Q: 3 clusters Score -535820.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -535829.750000 Penalty: 4293.763672
	Iteration 47Q: 3 clusters Score -535829.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -535838.625000 Penalty: 4293.763672
	Iteration 48Q: 3 clusters Score -535838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -535847.937500 Penalty: 4293.763672
	Iteration 49Q: 3 clusters Score -535847.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -535854.000000 Penalty: 4293.763672
	Iteration 50Q: 3 clusters Score -535854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -535858.187500 Penalty: 4293.763672
	Iteration 51Q: 3 clusters Score -535858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -535860.437500 Penalty: 4293.763672
	Iteration 52Q: 3 clusters Score -535860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -535864.250000 Penalty: 4293.763672
	Iteration 53Q: 3 clusters Score -535864.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -535868.062500 Penalty: 4293.763672
	Iteration 54Q: 3 clusters Score -535868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -535870.812500 Penalty: 4293.763672
	Iteration 55Q: 3 clusters Score -535870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -535871.312500 Penalty: 4293.763672
	Iteration 56Q: 3 clusters Score -535871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -535872.125000 Penalty: 4293.763672
	Iteration 57Q: 3 clusters Score -535872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -535873.687500 Penalty: 4293.763672
	Iteration 58Q: 3 clusters Score -535873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -535874.937500 Penalty: 4293.763672
	Iteration 59Q: 3 clusters Score -535874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -535877.500000 Penalty: 4293.763672
	Iteration 60F: 3 clusters Score -535877.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -535877.937500 Penalty: 4293.763672
	Iteration 61Q: 3 clusters Score -535877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -535879.312500 Penalty: 4293.763672
	Iteration 62Q: 3 clusters Score -535879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -535880.875000 Penalty: 4293.763672
	Iteration 63Q: 3 clusters Score -535880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -535881.812500 Penalty: 4293.763672
	Iteration 64Q: 3 clusters Score -535881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -535881.812500 Penalty: 4293.763672
	Iteration 65Q: 3 clusters Score -535881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -535881.812500 Penalty: 4293.763672
	Iteration 66F: 3 clusters Score -535881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -1211958.375000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -1211958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1201944.500000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -1201944 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1205261.000000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -1205261 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1205680.625000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -1205681 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1206052.500000 Penalty: 4724.330078
	Iteration 3F: 3 clusters Score -1206052 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1206394.375000 Penalty: 4724.330078
	Iteration 4Q: 3 clusters Score -1206394 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1206685.875000 Penalty: 4724.330078
	Iteration 5Q: 3 clusters Score -1206686 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1206948.625000 Penalty: 4724.330078
	Iteration 6Q: 3 clusters Score -1206949 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1207195.500000 Penalty: 4724.330078
	Iteration 7Q: 3 clusters Score -1207196 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1207412.750000 Penalty: 4724.330078
	Iteration 8Q: 3 clusters Score -1207413 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1207609.250000 Penalty: 4724.330078
	Iteration 9Q: 3 clusters Score -1207609 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1207769.375000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -1207769 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1207944.625000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -1207945 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1208144.750000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -1208145 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1208328.375000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -1208328 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1208482.875000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -1208483 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1208619.250000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -1208619 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1208716.250000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -1208716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1208796.125000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -1208796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1208860.750000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -1208861 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1208919.625000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -1208920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1208971.000000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -1208971 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1209007.875000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -1209008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1209041.625000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -1209042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1209080.500000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -1209080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1209099.500000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -1209100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1209121.000000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -1209121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1209137.000000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -1209137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1209155.125000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -1209155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1209173.625000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -1209174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1209183.000000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -1209183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1209189.500000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -1209190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1209199.250000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -1209199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1209202.000000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -1209202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1209211.625000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -1209212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1209212.375000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -1209212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1209215.250000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -1209215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1209219.750000 Penalty: 4724.330078
	Iteration 36Q: 3 clusters Score -1209220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1209229.500000 Penalty: 4724.330078
	Iteration 37Q: 3 clusters Score -1209230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1209229.375000 Penalty: 4724.330078
	Iteration 38Q: 3 clusters Score -1209229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1209234.250000 Penalty: 4724.330078
	Iteration 39Q: 3 clusters Score -1209234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1209237.625000 Penalty: 4724.330078
	Iteration 40F: 3 clusters Score -1209238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1209243.500000 Penalty: 4724.330078
	Iteration 41Q: 3 clusters Score -1209244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1209253.875000 Penalty: 4724.330078
	Iteration 42Q: 3 clusters Score -1209254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1209249.875000 Penalty: 4724.330078
	Iteration 43Q: 3 clusters Score -1209250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1209260.000000 Penalty: 4724.330078
	Iteration 44Q: 3 clusters Score -1209260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1209265.375000 Penalty: 4724.330078
	Iteration 45Q: 3 clusters Score -1209265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1209269.125000 Penalty: 4724.330078
	Iteration 46Q: 3 clusters Score -1209269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1209269.875000 Penalty: 4724.330078
	Iteration 47Q: 3 clusters Score -1209270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1209273.625000 Penalty: 4724.330078
	Iteration 48Q: 3 clusters Score -1209274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1209272.875000 Penalty: 4724.330078
	Iteration 49Q: 3 clusters Score -1209273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1209276.875000 Penalty: 4724.330078
	Iteration 50Q: 3 clusters Score -1209277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1209279.500000 Penalty: 4724.330078
	Iteration 51Q: 3 clusters Score -1209280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1209279.375000 Penalty: 4724.330078
	Iteration 52Q: 3 clusters Score -1209279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1209281.875000 Penalty: 4724.330078
	Iteration 53Q: 3 clusters Score -1209282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1209286.250000 Penalty: 4724.330078
	Iteration 54Q: 3 clusters Score -1209286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1209288.250000 Penalty: 4724.330078
	Iteration 55Q: 3 clusters Score -1209288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1209291.500000 Penalty: 4724.330078
	Iteration 56Q: 3 clusters Score -1209292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1209299.250000 Penalty: 4724.330078
	Iteration 57Q: 3 clusters Score -1209299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1209298.625000 Penalty: 4724.330078
	Iteration 58Q: 3 clusters Score -1209299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1209301.625000 Penalty: 4724.330078
	Iteration 59Q: 3 clusters Score -1209302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1209307.875000 Penalty: 4724.330078
	Iteration 60F: 3 clusters Score -1209308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1209311.125000 Penalty: 4724.330078
	Iteration 61Q: 3 clusters Score -1209311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1209314.625000 Penalty: 4724.330078
	Iteration 62Q: 3 clusters Score -1209315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1209311.250000 Penalty: 4724.330078
	Iteration 63Q: 3 clusters Score -1209311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1209315.500000 Penalty: 4724.330078
	Iteration 64Q: 3 clusters Score -1209316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1209322.750000 Penalty: 4724.330078
	Iteration 65Q: 3 clusters Score -1209323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1209326.000000 Penalty: 4724.330078
	Iteration 66Q: 3 clusters Score -1209326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1209325.750000 Penalty: 4724.330078
	Iteration 67Q: 3 clusters Score -1209326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1209326.875000 Penalty: 4724.330078
	Iteration 68Q: 3 clusters Score -1209327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1209326.250000 Penalty: 4724.330078
	Iteration 69Q: 3 clusters Score -1209326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1209325.250000 Penalty: 4724.330078
	Iteration 70Q: 3 clusters Score -1209325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1209330.500000 Penalty: 4724.330078
	Iteration 71Q: 3 clusters Score -1209330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1209329.875000 Penalty: 4724.330078
	Iteration 72Q: 3 clusters Score -1209330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1209332.375000 Penalty: 4724.330078
	Iteration 73Q: 3 clusters Score -1209332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1209335.125000 Penalty: 4724.330078
	Iteration 74Q: 3 clusters Score -1209335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1209336.250000 Penalty: 4724.330078
	Iteration 75Q: 3 clusters Score -1209336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1209334.375000 Penalty: 4724.330078
	Iteration 76Q: 3 clusters Score -1209334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1209335.000000 Penalty: 4724.330078
	Iteration 77Q: 3 clusters Score -1209335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1209335.750000 Penalty: 4724.330078
	Iteration 78Q: 3 clusters Score -1209336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1209339.125000 Penalty: 4724.330078
	Iteration 79Q: 3 clusters Score -1209339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1209340.375000 Penalty: 4724.330078
	Iteration 80F: 3 clusters Score -1209340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1209342.250000 Penalty: 4724.330078
	Iteration 81Q: 3 clusters Score -1209342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1209341.125000 Penalty: 4724.330078
	Iteration 82Q: 3 clusters Score -1209341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1209348.000000 Penalty: 4724.330078
	Iteration 83Q: 3 clusters Score -1209348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1209351.250000 Penalty: 4724.330078
	Iteration 84Q: 3 clusters Score -1209351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1209355.500000 Penalty: 4724.330078
	Iteration 85Q: 3 clusters Score -1209356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1209361.125000 Penalty: 4724.330078
	Iteration 86Q: 3 clusters Score -1209361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1209363.125000 Penalty: 4724.330078
	Iteration 87Q: 3 clusters Score -1209363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1209366.500000 Penalty: 4724.330078
	Iteration 88Q: 3 clusters Score -1209366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1209374.250000 Penalty: 4724.330078
	Iteration 89Q: 3 clusters Score -1209374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1209376.250000 Penalty: 4724.330078
	Iteration 90Q: 3 clusters Score -1209376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1209379.125000 Penalty: 4724.330078
	Iteration 91Q: 3 clusters Score -1209379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1209381.375000 Penalty: 4724.330078
	Iteration 92Q: 3 clusters Score -1209381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1209384.375000 Penalty: 4724.330078
	Iteration 93Q: 3 clusters Score -1209384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1209391.875000 Penalty: 4724.330078
	Iteration 94Q: 3 clusters Score -1209392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1209399.625000 Penalty: 4724.330078
	Iteration 95Q: 3 clusters Score -1209400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1209404.500000 Penalty: 4724.330078
	Iteration 96Q: 3 clusters Score -1209404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1209406.875000 Penalty: 4724.330078
	Iteration 97Q: 3 clusters Score -1209407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1209407.250000 Penalty: 4724.330078
	Iteration 98Q: 3 clusters Score -1209407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1209409.750000 Penalty: 4724.330078
	Iteration 99Q: 3 clusters Score -1209410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1209408.625000 Penalty: 4724.330078
	Iteration 100F: 3 clusters Score -1209409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1209411.500000 Penalty: 4724.330078
	Iteration 101Q: 3 clusters Score -1209412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1209416.250000 Penalty: 4724.330078
	Iteration 102Q: 3 clusters Score -1209416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1209419.875000 Penalty: 4724.330078
	Iteration 103Q: 3 clusters Score -1209420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1209422.000000 Penalty: 4724.330078
	Iteration 104Q: 3 clusters Score -1209422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1209428.250000 Penalty: 4724.330078
	Iteration 105Q: 3 clusters Score -1209428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1209430.500000 Penalty: 4724.330078
	Iteration 106Q: 3 clusters Score -1209430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1209434.500000 Penalty: 4724.330078
	Iteration 107Q: 3 clusters Score -1209434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1209440.000000 Penalty: 4724.330078
	Iteration 108Q: 3 clusters Score -1209440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1209441.750000 Penalty: 4724.330078
	Iteration 109Q: 3 clusters Score -1209442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1209451.125000 Penalty: 4724.330078
	Iteration 110Q: 3 clusters Score -1209451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1209454.625000 Penalty: 4724.330078
	Iteration 111Q: 3 clusters Score -1209455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1209460.125000 Penalty: 4724.330078
	Iteration 112Q: 3 clusters Score -1209460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1209467.375000 Penalty: 4724.330078
	Iteration 113Q: 3 clusters Score -1209467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1209475.250000 Penalty: 4724.330078
	Iteration 114Q: 3 clusters Score -1209475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1209477.750000 Penalty: 4724.330078
	Iteration 115Q: 3 clusters Score -1209478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1209480.125000 Penalty: 4724.330078
	Iteration 116Q: 3 clusters Score -1209480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1209486.750000 Penalty: 4724.330078
	Iteration 117Q: 3 clusters Score -1209487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1209493.500000 Penalty: 4724.330078
	Iteration 118Q: 3 clusters Score -1209494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1209497.250000 Penalty: 4724.330078
	Iteration 119Q: 3 clusters Score -1209497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1209506.125000 Penalty: 4724.330078
	Iteration 120F: 3 clusters Score -1209506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1209509.125000 Penalty: 4724.330078
	Iteration 121Q: 3 clusters Score -1209509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1209509.500000 Penalty: 4724.330078
	Iteration 122Q: 3 clusters Score -1209510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1209516.375000 Penalty: 4724.330078
	Iteration 123Q: 3 clusters Score -1209516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1209519.250000 Penalty: 4724.330078
	Iteration 124Q: 3 clusters Score -1209519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1209526.750000 Penalty: 4724.330078
	Iteration 125Q: 3 clusters Score -1209527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1209533.625000 Penalty: 4724.330078
	Iteration 126Q: 3 clusters Score -1209534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1209536.875000 Penalty: 4724.330078
	Iteration 127Q: 3 clusters Score -1209537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1209544.875000 Penalty: 4724.330078
	Iteration 128Q: 3 clusters Score -1209545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1209552.625000 Penalty: 4724.330078
	Iteration 129Q: 3 clusters Score -1209553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1209561.875000 Penalty: 4724.330078
	Iteration 130Q: 3 clusters Score -1209562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1209566.750000 Penalty: 4724.330078
	Iteration 131Q: 3 clusters Score -1209567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1209572.750000 Penalty: 4724.330078
	Iteration 132Q: 3 clusters Score -1209573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1209583.125000 Penalty: 4724.330078
	Iteration 133Q: 3 clusters Score -1209583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1209589.750000 Penalty: 4724.330078
	Iteration 134Q: 3 clusters Score -1209590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1209597.750000 Penalty: 4724.330078
	Iteration 135Q: 3 clusters Score -1209598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1209602.500000 Penalty: 4724.330078
	Iteration 136Q: 3 clusters Score -1209602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1209610.625000 Penalty: 4724.330078
	Iteration 137Q: 3 clusters Score -1209611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1209618.875000 Penalty: 4724.330078
	Iteration 138Q: 3 clusters Score -1209619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1209626.875000 Penalty: 4724.330078
	Iteration 139Q: 3 clusters Score -1209627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1209639.625000 Penalty: 4724.330078
	Iteration 140F: 3 clusters Score -1209640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1209650.250000 Penalty: 4724.330078
	Iteration 141Q: 3 clusters Score -1209650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1209666.375000 Penalty: 4724.330078
	Iteration 142Q: 3 clusters Score -1209666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1209682.375000 Penalty: 4724.330078
	Iteration 143Q: 3 clusters Score -1209682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1209693.000000 Penalty: 4724.330078
	Iteration 144Q: 3 clusters Score -1209693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1209706.000000 Penalty: 4724.330078
	Iteration 145Q: 3 clusters Score -1209706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1209714.500000 Penalty: 4724.330078
	Iteration 146Q: 3 clusters Score -1209714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1209730.750000 Penalty: 4724.330078
	Iteration 147Q: 3 clusters Score -1209731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1209746.500000 Penalty: 4724.330078
	Iteration 148Q: 3 clusters Score -1209746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1209757.750000 Penalty: 4724.330078
	Iteration 149Q: 3 clusters Score -1209758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1209770.000000 Penalty: 4724.330078
	Iteration 150Q: 3 clusters Score -1209770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1209772.750000 Penalty: 4724.330078
	Iteration 151Q: 3 clusters Score -1209773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1209782.875000 Penalty: 4724.330078
	Iteration 152Q: 3 clusters Score -1209783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1209791.375000 Penalty: 4724.330078
	Iteration 153Q: 3 clusters Score -1209791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1209796.625000 Penalty: 4724.330078
	Iteration 154Q: 3 clusters Score -1209797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1209803.000000 Penalty: 4724.330078
	Iteration 155Q: 3 clusters Score -1209803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1209807.375000 Penalty: 4724.330078
	Iteration 156Q: 3 clusters Score -1209807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1209811.125000 Penalty: 4724.330078
	Iteration 157Q: 3 clusters Score -1209811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1209816.500000 Penalty: 4724.330078
	Iteration 158Q: 3 clusters Score -1209816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1209825.500000 Penalty: 4724.330078
	Iteration 159Q: 3 clusters Score -1209826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1209836.625000 Penalty: 4724.330078
	Iteration 160F: 3 clusters Score -1209837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1209844.125000 Penalty: 4724.330078
	Iteration 161Q: 3 clusters Score -1209844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1209857.250000 Penalty: 4724.330078
	Iteration 162Q: 3 clusters Score -1209857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1209865.500000 Penalty: 4724.330078
	Iteration 163Q: 3 clusters Score -1209866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1209879.875000 Penalty: 4724.330078
	Iteration 164Q: 3 clusters Score -1209880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1209889.625000 Penalty: 4724.330078
	Iteration 165Q: 3 clusters Score -1209890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1209897.750000 Penalty: 4724.330078
	Iteration 166Q: 3 clusters Score -1209898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1209902.375000 Penalty: 4724.330078
	Iteration 167Q: 3 clusters Score -1209902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1209906.625000 Penalty: 4724.330078
	Iteration 168Q: 3 clusters Score -1209907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1209906.125000 Penalty: 4724.330078
	Iteration 169Q: 3 clusters Score -1209906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1209912.125000 Penalty: 4724.330078
	Iteration 170Q: 3 clusters Score -1209912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1209916.375000 Penalty: 4724.330078
	Iteration 171Q: 3 clusters Score -1209916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1209924.750000 Penalty: 4724.330078
	Iteration 172Q: 3 clusters Score -1209925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1209929.500000 Penalty: 4724.330078
	Iteration 173Q: 3 clusters Score -1209930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1209939.000000 Penalty: 4724.330078
	Iteration 174Q: 3 clusters Score -1209939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1209939.750000 Penalty: 4724.330078
	Iteration 175Q: 3 clusters Score -1209940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1209947.500000 Penalty: 4724.330078
	Iteration 176Q: 3 clusters Score -1209948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1209952.250000 Penalty: 4724.330078
	Iteration 177Q: 3 clusters Score -1209952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1209954.000000 Penalty: 4724.330078
	Iteration 178Q: 3 clusters Score -1209954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1209956.000000 Penalty: 4724.330078
	Iteration 179Q: 3 clusters Score -1209956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1209955.750000 Penalty: 4724.330078
	Iteration 180F: 3 clusters Score -1209956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1209958.750000 Penalty: 4724.330078
	Iteration 181Q: 3 clusters Score -1209959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1209958.250000 Penalty: 4724.330078
	Iteration 182Q: 3 clusters Score -1209958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1209957.875000 Penalty: 4724.330078
	Iteration 183Q: 3 clusters Score -1209958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1209962.375000 Penalty: 4724.330078
	Iteration 184Q: 3 clusters Score -1209962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1209961.000000 Penalty: 4724.330078
	Iteration 185Q: 3 clusters Score -1209961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1209962.375000 Penalty: 4724.330078
	Iteration 186Q: 3 clusters Score -1209962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1209960.875000 Penalty: 4724.330078
	Iteration 187Q: 3 clusters Score -1209961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1209964.875000 Penalty: 4724.330078
	Iteration 188Q: 3 clusters Score -1209965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1209965.625000 Penalty: 4724.330078
	Iteration 189Q: 3 clusters Score -1209966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1209968.750000 Penalty: 4724.330078
	Iteration 190Q: 3 clusters Score -1209969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1209967.750000 Penalty: 4724.330078
	Iteration 191Q: 3 clusters Score -1209968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1209969.500000 Penalty: 4724.330078
	Iteration 192Q: 3 clusters Score -1209970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1209971.125000 Penalty: 4724.330078
	Iteration 193Q: 3 clusters Score -1209971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1209971.625000 Penalty: 4724.330078
	Iteration 194Q: 3 clusters Score -1209972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1209971.500000 Penalty: 4724.330078
	Iteration 195Q: 3 clusters Score -1209972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1209971.500000 Penalty: 4724.330078
	Iteration 196F: 3 clusters Score -1209972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -522263.812500 Penalty: 2140.900391
	Iteration 0F: 2 clusters Score -522263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -517410.625000 Penalty: 4281.800781
	Iteration 0F: 3 clusters Score -517410.6 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -518654.500000 Penalty: 4281.800781
	Iteration 1F: 3 clusters Score -518654.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -518927.812500 Penalty: 4281.800781
	Iteration 2F: 3 clusters Score -518927.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -519125.437500 Penalty: 4281.800781
	Iteration 3F: 3 clusters Score -519125.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -519317.187500 Penalty: 4281.800781
	Iteration 4Q: 3 clusters Score -519317.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -519506.437500 Penalty: 4281.800781
	Iteration 5Q: 3 clusters Score -519506.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -519704.531250 Penalty: 4281.800781
	Iteration 6Q: 3 clusters Score -519704.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -519918.937500 Penalty: 4281.800781
	Iteration 7Q: 3 clusters Score -519918.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -520144.906250 Penalty: 4281.800781
	Iteration 8Q: 3 clusters Score -520144.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -520377.093750 Penalty: 4281.800781
	Iteration 9Q: 3 clusters Score -520377.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -520560.781250 Penalty: 4281.800781
	Iteration 10Q: 3 clusters Score -520560.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -520736.187500 Penalty: 4281.800781
	Iteration 11Q: 3 clusters Score -520736.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -520915.687500 Penalty: 4281.800781
	Iteration 12Q: 3 clusters Score -520915.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -521065.375000 Penalty: 4281.800781
	Iteration 13Q: 3 clusters Score -521065.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -521205.656250 Penalty: 4281.800781
	Iteration 14Q: 3 clusters Score -521205.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -521296.531250 Penalty: 4281.800781
	Iteration 15Q: 3 clusters Score -521296.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -521363.406250 Penalty: 4281.800781
	Iteration 16Q: 3 clusters Score -521363.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -521411.062500 Penalty: 4281.800781
	Iteration 17Q: 3 clusters Score -521411.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -521440.281250 Penalty: 4281.800781
	Iteration 18Q: 3 clusters Score -521440.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -521454.593750 Penalty: 4281.800781
	Iteration 19Q: 3 clusters Score -521454.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -521461.156250 Penalty: 4281.800781
	Iteration 20F: 3 clusters Score -521461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -521464.281250 Penalty: 4281.800781
	Iteration 21Q: 3 clusters Score -521464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -521467.343750 Penalty: 4281.800781
	Iteration 22Q: 3 clusters Score -521467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -521472.031250 Penalty: 4281.800781
	Iteration 23Q: 3 clusters Score -521472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -521478.562500 Penalty: 4281.800781
	Iteration 24Q: 3 clusters Score -521478.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -521484.500000 Penalty: 4281.800781
	Iteration 25Q: 3 clusters Score -521484.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -521486.625000 Penalty: 4281.800781
	Iteration 26Q: 3 clusters Score -521486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -521488.656250 Penalty: 4281.800781
	Iteration 27Q: 3 clusters Score -521488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -521489.781250 Penalty: 4281.800781
	Iteration 28Q: 3 clusters Score -521489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -521491.937500 Penalty: 4281.800781
	Iteration 29Q: 3 clusters Score -521491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -521492.875000 Penalty: 4281.800781
	Iteration 30Q: 3 clusters Score -521492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -521491.843750 Penalty: 4281.800781
	Iteration 31Q: 3 clusters Score -521491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -521493.000000 Penalty: 4281.800781
	Iteration 32Q: 3 clusters Score -521493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -521493.500000 Penalty: 4281.800781
	Iteration 33Q: 3 clusters Score -521493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -521493.812500 Penalty: 4281.800781
	Iteration 34Q: 3 clusters Score -521493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -521494.781250 Penalty: 4281.800781
	Iteration 35Q: 3 clusters Score -521494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -521494.593750 Penalty: 4281.800781
	Iteration 36Q: 3 clusters Score -521494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -521495.125000 Penalty: 4281.800781
	Iteration 37Q: 3 clusters Score -521495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -521495.125000 Penalty: 4281.800781
	Iteration 38F: 3 clusters Score -521495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Entering Unmasked Estep 
Score: -795090.875000 Penalty: 2261.156738
	Iteration 0F: 2 clusters Score -795090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -788102.000000 Penalty: 4522.313477
	Iteration 0F: 3 clusters Score -788102 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -790282.375000 Penalty: 4522.313477
	Iteration 1F: 3 clusters Score -790282.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -790785.812500 Penalty: 4522.313477
	Iteration 2F: 3 clusters Score -790785.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -791255.187500 Penalty: 4522.313477
	Iteration 3F: 3 clusters Score -791255.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -791669.312500 Penalty: 4522.313477
	Iteration 4F: 3 clusters Score -791669.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -792034.687500 Penalty: 4522.313477
	Iteration 5F: 3 clusters Score -792034.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -792357.437500 Penalty: 4522.313477
	Iteration 6Q: 3 clusters Score -792357.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -792674.000000 Penalty: 4522.313477
	Iteration 7Q: 3 clusters Score -792674 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -792965.187500 Penalty: 4522.313477
	Iteration 8Q: 3 clusters Score -792965.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -793272.250000 Penalty: 4522.313477
	Iteration 9Q: 3 clusters Score -793272.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -793589.750000 Penalty: 4522.313477
	Iteration 10Q: 3 clusters Score -793589.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -793935.812500 Penalty: 4522.313477
	Iteration 11Q: 3 clusters Score -793935.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -794254.375000 Penalty: 4522.313477
	Iteration 12Q: 3 clusters Score -794254.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -794579.500000 Penalty: 4522.313477
	Iteration 13Q: 3 clusters Score -794579.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -794869.250000 Penalty: 4522.313477
	Iteration 14Q: 3 clusters Score -794869.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -795048.812500 Penalty: 4522.313477
	Iteration 15Q: 3 clusters Score -795048.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -795169.750000 Penalty: 4522.313477
	Iteration 16Q: 3 clusters Score -795169.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -795245.062500 Penalty: 4522.313477
	Iteration 17Q: 3 clusters Score -795245.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -795309.437500 Penalty: 4522.313477
	Iteration 18Q: 3 clusters Score -795309.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -795363.812500 Penalty: 4522.313477
	Iteration 19Q: 3 clusters Score -795363.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -795414.750000 Penalty: 4522.313477
	Iteration 20F: 3 clusters Score -795414.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -795455.562500 Penalty: 4522.313477
	Iteration 21Q: 3 clusters Score -795455.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -795482.375000 Penalty: 4522.313477
	Iteration 22Q: 3 clusters Score -795482.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -795501.437500 Penalty: 4522.313477
	Iteration 23Q: 3 clusters Score -795501.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -795519.812500 Penalty: 4522.313477
	Iteration 24Q: 3 clusters Score -795519.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -795532.062500 Penalty: 4522.313477
	Iteration 25Q: 3 clusters Score -795532.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -795540.375000 Penalty: 4522.313477
	Iteration 26Q: 3 clusters Score -795540.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -795552.625000 Penalty: 4522.313477
	Iteration 27Q: 3 clusters Score -795552.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -795561.562500 Penalty: 4522.313477
	Iteration 28Q: 3 clusters Score -795561.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -795572.187500 Penalty: 4522.313477
	Iteration 29Q: 3 clusters Score -795572.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -795577.000000 Penalty: 4522.313477
	Iteration 30Q: 3 clusters Score -795577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -795585.437500 Penalty: 4522.313477
	Iteration 31Q: 3 clusters Score -795585.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -795589.687500 Penalty: 4522.313477
	Iteration 32Q: 3 clusters Score -795589.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -795590.187500 Penalty: 4522.313477
	Iteration 33Q: 3 clusters Score -795590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -795592.750000 Penalty: 4522.313477
	Iteration 34Q: 3 clusters Score -795592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -795599.312500 Penalty: 4522.313477
	Iteration 35Q: 3 clusters Score -795599.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -795603.312500 Penalty: 4522.313477
	Iteration 36Q: 3 clusters Score -795603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -795604.312500 Penalty: 4522.313477
	Iteration 37Q: 3 clusters Score -795604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -795603.125000 Penalty: 4522.313477
	Iteration 38Q: 3 clusters Score -795603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -795606.375000 Penalty: 4522.313477
	Iteration 39Q: 3 clusters Score -795606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -795605.500000 Penalty: 4522.313477
	Iteration 40F: 3 clusters Score -795605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -795606.250000 Penalty: 4522.313477
	Iteration 41Q: 3 clusters Score -795606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -795606.125000 Penalty: 4522.313477
	Iteration 42Q: 3 clusters Score -795606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -795605.562500 Penalty: 4522.313477
	Iteration 43Q: 3 clusters Score -795605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -795605.562500 Penalty: 4522.313477
	Iteration 44F: 3 clusters Score -795605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30072 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57706 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33291 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Mstep: Class 55 contains 5230 members 
Entering Unmasked Estep 
Score: -84124160.000000 Penalty: 187178.921875
Splitting cluster 45 changes total score from -84124696.000000 to -84124160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Entering Unmasked Estep 
Score: -1035129.500000 Penalty: 2304.007324
	Iteration 0F: 2 clusters Score -1035130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1027054.812500 Penalty: 4608.014648
	Iteration 0F: 3 clusters Score -1027055 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1029717.125000 Penalty: 4608.014648
	Iteration 1F: 3 clusters Score -1029717 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1030578.375000 Penalty: 4608.014648
	Iteration 2F: 3 clusters Score -1030578 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1031578.687500 Penalty: 4608.014648
	Iteration 3F: 3 clusters Score -1031579 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1032471.687500 Penalty: 4608.014648
	Iteration 4F: 3 clusters Score -1032472 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1033089.437500 Penalty: 4608.014648
	Iteration 5F: 3 clusters Score -1033089 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1033435.000000 Penalty: 4608.014648
	Iteration 6Q: 3 clusters Score -1033435 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1033625.562500 Penalty: 4608.014648
	Iteration 7Q: 3 clusters Score -1033626 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1033744.250000 Penalty: 4608.014648
	Iteration 8Q: 3 clusters Score -1033744 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1033852.500000 Penalty: 4608.014648
	Iteration 9Q: 3 clusters Score -1033852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1033996.000000 Penalty: 4608.014648
	Iteration 10Q: 3 clusters Score -1033996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1034169.062500 Penalty: 4608.014648
	Iteration 11Q: 3 clusters Score -1034169 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1034324.125000 Penalty: 4608.014648
	Iteration 12Q: 3 clusters Score -1034324 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1034409.562500 Penalty: 4608.014648
	Iteration 13Q: 3 clusters Score -1034410 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1034469.750000 Penalty: 4608.014648
	Iteration 14Q: 3 clusters Score -1034470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1034508.625000 Penalty: 4608.014648
	Iteration 15Q: 3 clusters Score -1034509 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1034538.437500 Penalty: 4608.014648
	Iteration 16Q: 3 clusters Score -1034538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1034562.000000 Penalty: 4608.014648
	Iteration 17Q: 3 clusters Score -1034562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1034584.937500 Penalty: 4608.014648
	Iteration 18Q: 3 clusters Score -1034585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1034597.687500 Penalty: 4608.014648
	Iteration 19Q: 3 clusters Score -1034598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1034604.187500 Penalty: 4608.014648
	Iteration 20F: 3 clusters Score -1034604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1034610.375000 Penalty: 4608.014648
	Iteration 21Q: 3 clusters Score -1034610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1034611.875000 Penalty: 4608.014648
	Iteration 22Q: 3 clusters Score -1034612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1034615.812500 Penalty: 4608.014648
	Iteration 23Q: 3 clusters Score -1034616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1034620.250000 Penalty: 4608.014648
	Iteration 24Q: 3 clusters Score -1034620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1034621.375000 Penalty: 4608.014648
	Iteration 25Q: 3 clusters Score -1034621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1034624.250000 Penalty: 4608.014648
	Iteration 26Q: 3 clusters Score -1034624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1034628.562500 Penalty: 4608.014648
	Iteration 27Q: 3 clusters Score -1034629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1034635.000000 Penalty: 4608.014648
	Iteration 28Q: 3 clusters Score -1034635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1034635.812500 Penalty: 4608.014648
	Iteration 29Q: 3 clusters Score -1034636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1034641.937500 Penalty: 4608.014648
	Iteration 30Q: 3 clusters Score -1034642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1034640.187500 Penalty: 4608.014648
	Iteration 31Q: 3 clusters Score -1034640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1034642.500000 Penalty: 4608.014648
	Iteration 32Q: 3 clusters Score -1034642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1034642.750000 Penalty: 4608.014648
	Iteration 33Q: 3 clusters Score -1034643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1034650.500000 Penalty: 4608.014648
	Iteration 34Q: 3 clusters Score -1034650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1034653.437500 Penalty: 4608.014648
	Iteration 35Q: 3 clusters Score -1034653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1034658.187500 Penalty: 4608.014648
	Iteration 36Q: 3 clusters Score -1034658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1034658.250000 Penalty: 4608.014648
	Iteration 37Q: 3 clusters Score -1034658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1034659.562500 Penalty: 4608.014648
	Iteration 38Q: 3 clusters Score -1034660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1034661.875000 Penalty: 4608.014648
	Iteration 39Q: 3 clusters Score -1034662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1034665.250000 Penalty: 4608.014648
	Iteration 40F: 3 clusters Score -1034665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1034669.125000 Penalty: 4608.014648
	Iteration 41Q: 3 clusters Score -1034669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1034670.312500 Penalty: 4608.014648
	Iteration 42Q: 3 clusters Score -1034670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1034672.562500 Penalty: 4608.014648
	Iteration 43Q: 3 clusters Score -1034673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1034675.062500 Penalty: 4608.014648
	Iteration 44Q: 3 clusters Score -1034675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1034678.437500 Penalty: 4608.014648
	Iteration 45Q: 3 clusters Score -1034678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1034678.937500 Penalty: 4608.014648
	Iteration 46Q: 3 clusters Score -1034679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1034681.312500 Penalty: 4608.014648
	Iteration 47Q: 3 clusters Score -1034681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1034683.062500 Penalty: 4608.014648
	Iteration 48Q: 3 clusters Score -1034683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1034682.062500 Penalty: 4608.014648
	Iteration 49Q: 3 clusters Score -1034682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1034684.937500 Penalty: 4608.014648
	Iteration 50Q: 3 clusters Score -1034685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1034684.187500 Penalty: 4608.014648
	Iteration 51Q: 3 clusters Score -1034684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1034685.312500 Penalty: 4608.014648
	Iteration 52Q: 3 clusters Score -1034685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1034684.812500 Penalty: 4608.014648
	Iteration 53Q: 3 clusters Score -1034685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1034688.687500 Penalty: 4608.014648
	Iteration 54Q: 3 clusters Score -1034689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1034694.937500 Penalty: 4608.014648
	Iteration 55Q: 3 clusters Score -1034695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1034692.750000 Penalty: 4608.014648
	Iteration 56Q: 3 clusters Score -1034693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1034691.875000 Penalty: 4608.014648
	Iteration 57Q: 3 clusters Score -1034692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1034694.062500 Penalty: 4608.014648
	Iteration 58Q: 3 clusters Score -1034694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1034693.687500 Penalty: 4608.014648
	Iteration 59Q: 3 clusters Score -1034694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1034693.687500 Penalty: 4608.014648
	Iteration 60F: 3 clusters Score -1034694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -168054.484375 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -168054.5 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 1094 members 
Entering Unmasked Estep 
Score: -165377.281250 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -165377.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -166015.921875 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -166015.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -166274.171875 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -166274.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -166434.250000 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -166434.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -166573.796875 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -166573.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -166681.234375 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -166681.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -166739.281250 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -166739.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -166788.484375 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -166788.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166832.765625 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -166832.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -166869.468750 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -166869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -166892.546875 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -166892.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -166912.390625 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -166912.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -166924.687500 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -166924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -166930.031250 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -166930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166931.906250 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -166931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166933.281250 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -166933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166933.750000 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -166933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -166933.828125 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -166933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -166933.828125 Penalty: 3816.644531
	Iteration 18F: 3 clusters Score -166933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Entering Unmasked Estep 
Score: -1444172.875000 Penalty: 2386.022461
	Iteration 0F: 2 clusters Score -1444173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1433248.875000 Penalty: 4772.044922
	Iteration 0F: 3 clusters Score -1433249 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1436838.250000 Penalty: 4772.044922
	Iteration 1F: 3 clusters Score -1436838 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1437310.750000 Penalty: 4772.044922
	Iteration 2F: 3 clusters Score -1437311 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1437688.500000 Penalty: 4772.044922
	Iteration 3F: 3 clusters Score -1437688 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1438021.625000 Penalty: 4772.044922
	Iteration 4Q: 3 clusters Score -1438022 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1438324.375000 Penalty: 4772.044922
	Iteration 5Q: 3 clusters Score -1438324 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1438620.500000 Penalty: 4772.044922
	Iteration 6Q: 3 clusters Score -1438620 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1438929.125000 Penalty: 4772.044922
	Iteration 7Q: 3 clusters Score -1438929 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1439293.875000 Penalty: 4772.044922
	Iteration 8Q: 3 clusters Score -1439294 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1439636.125000 Penalty: 4772.044922
	Iteration 9Q: 3 clusters Score -1439636 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1439973.125000 Penalty: 4772.044922
	Iteration 10Q: 3 clusters Score -1439973 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1440305.750000 Penalty: 4772.044922
	Iteration 11Q: 3 clusters Score -1440306 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1440617.500000 Penalty: 4772.044922
	Iteration 12Q: 3 clusters Score -1440618 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1440885.750000 Penalty: 4772.044922
	Iteration 13Q: 3 clusters Score -1440886 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1441136.125000 Penalty: 4772.044922
	Iteration 14Q: 3 clusters Score -1441136 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1441371.125000 Penalty: 4772.044922
	Iteration 15Q: 3 clusters Score -1441371 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1441563.000000 Penalty: 4772.044922
	Iteration 16Q: 3 clusters Score -1441563 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1441701.875000 Penalty: 4772.044922
	Iteration 17Q: 3 clusters Score -1441702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1441789.000000 Penalty: 4772.044922
	Iteration 18Q: 3 clusters Score -1441789 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1441846.250000 Penalty: 4772.044922
	Iteration 19Q: 3 clusters Score -1441846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1441895.000000 Penalty: 4772.044922
	Iteration 20F: 3 clusters Score -1441895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1441935.750000 Penalty: 4772.044922
	Iteration 21Q: 3 clusters Score -1441936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1441954.750000 Penalty: 4772.044922
	Iteration 22Q: 3 clusters Score -1441955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1441977.125000 Penalty: 4772.044922
	Iteration 23Q: 3 clusters Score -1441977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1441991.500000 Penalty: 4772.044922
	Iteration 24Q: 3 clusters Score -1441992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1442000.625000 Penalty: 4772.044922
	Iteration 25Q: 3 clusters Score -1442001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1442009.125000 Penalty: 4772.044922
	Iteration 26Q: 3 clusters Score -1442009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1442020.000000 Penalty: 4772.044922
	Iteration 27Q: 3 clusters Score -1442020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1442026.750000 Penalty: 4772.044922
	Iteration 28Q: 3 clusters Score -1442027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1442030.375000 Penalty: 4772.044922
	Iteration 29Q: 3 clusters Score -1442030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1442035.000000 Penalty: 4772.044922
	Iteration 30Q: 3 clusters Score -1442035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1442040.125000 Penalty: 4772.044922
	Iteration 31Q: 3 clusters Score -1442040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1442039.875000 Penalty: 4772.044922
	Iteration 32Q: 3 clusters Score -1442040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1442044.125000 Penalty: 4772.044922
	Iteration 33Q: 3 clusters Score -1442044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1442049.750000 Penalty: 4772.044922
	Iteration 34Q: 3 clusters Score -1442050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1442053.500000 Penalty: 4772.044922
	Iteration 35Q: 3 clusters Score -1442054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1442053.875000 Penalty: 4772.044922
	Iteration 36Q: 3 clusters Score -1442054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1442053.875000 Penalty: 4772.044922
	Iteration 37Q: 3 clusters Score -1442054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1442058.000000 Penalty: 4772.044922
	Iteration 38Q: 3 clusters Score -1442058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1442056.125000 Penalty: 4772.044922
	Iteration 39Q: 3 clusters Score -1442056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1442063.375000 Penalty: 4772.044922
	Iteration 40F: 3 clusters Score -1442063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1442066.000000 Penalty: 4772.044922
	Iteration 41Q: 3 clusters Score -1442066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1442070.125000 Penalty: 4772.044922
	Iteration 42Q: 3 clusters Score -1442070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1442073.250000 Penalty: 4772.044922
	Iteration 43Q: 3 clusters Score -1442073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1442080.500000 Penalty: 4772.044922
	Iteration 44Q: 3 clusters Score -1442080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1442087.000000 Penalty: 4772.044922
	Iteration 45Q: 3 clusters Score -1442087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1442090.625000 Penalty: 4772.044922
	Iteration 46Q: 3 clusters Score -1442091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1442099.250000 Penalty: 4772.044922
	Iteration 47Q: 3 clusters Score -1442099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1442103.125000 Penalty: 4772.044922
	Iteration 48Q: 3 clusters Score -1442103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1442107.500000 Penalty: 4772.044922
	Iteration 49Q: 3 clusters Score -1442108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1442107.625000 Penalty: 4772.044922
	Iteration 50Q: 3 clusters Score -1442108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1442107.500000 Penalty: 4772.044922
	Iteration 51Q: 3 clusters Score -1442108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1442110.500000 Penalty: 4772.044922
	Iteration 52Q: 3 clusters Score -1442110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1442110.000000 Penalty: 4772.044922
	Iteration 53Q: 3 clusters Score -1442110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1442108.750000 Penalty: 4772.044922
	Iteration 54Q: 3 clusters Score -1442109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1442112.125000 Penalty: 4772.044922
	Iteration 55Q: 3 clusters Score -1442112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1442115.375000 Penalty: 4772.044922
	Iteration 56Q: 3 clusters Score -1442115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1442118.750000 Penalty: 4772.044922
	Iteration 57Q: 3 clusters Score -1442119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1442118.750000 Penalty: 4772.044922
	Iteration 58Q: 3 clusters Score -1442119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1442116.875000 Penalty: 4772.044922
	Iteration 59Q: 3 clusters Score -1442117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1442116.875000 Penalty: 4772.044922
	Iteration 60F: 3 clusters Score -1442117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -297215.156250 Penalty: 2001.817139
	Iteration 0F: 2 clusters Score -297215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -293837.187500 Penalty: 4003.634277
	Iteration 0F: 3 clusters Score -293837.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -294610.937500 Penalty: 4003.634277
	Iteration 1F: 3 clusters Score -294610.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -294827.968750 Penalty: 4003.634277
	Iteration 2F: 3 clusters Score -294828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295028.843750 Penalty: 4003.634277
	Iteration 3F: 3 clusters Score -295028.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -295290.656250 Penalty: 4003.634277
	Iteration 4F: 3 clusters Score -295290.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -295614.843750 Penalty: 4003.634277
	Iteration 5F: 3 clusters Score -295614.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295834.031250 Penalty: 4003.634277
	Iteration 6Q: 3 clusters Score -295834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -295978.718750 Penalty: 4003.634277
	Iteration 7Q: 3 clusters Score -295978.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -296078.531250 Penalty: 4003.634277
	Iteration 8Q: 3 clusters Score -296078.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -296164.437500 Penalty: 4003.634277
	Iteration 9Q: 3 clusters Score -296164.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -296233.312500 Penalty: 4003.634277
	Iteration 10Q: 3 clusters Score -296233.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -296294.062500 Penalty: 4003.634277
	Iteration 11Q: 3 clusters Score -296294.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -296341.500000 Penalty: 4003.634277
	Iteration 12Q: 3 clusters Score -296341.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -296394.093750 Penalty: 4003.634277
	Iteration 13Q: 3 clusters Score -296394.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -296459.218750 Penalty: 4003.634277
	Iteration 14Q: 3 clusters Score -296459.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -296511.843750 Penalty: 4003.634277
	Iteration 15Q: 3 clusters Score -296511.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -296549.187500 Penalty: 4003.634277
	Iteration 16Q: 3 clusters Score -296549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -296575.625000 Penalty: 4003.634277
	Iteration 17Q: 3 clusters Score -296575.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -296598.468750 Penalty: 4003.634277
	Iteration 18Q: 3 clusters Score -296598.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -296619.437500 Penalty: 4003.634277
	Iteration 19Q: 3 clusters Score -296619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -296632.343750 Penalty: 4003.634277
	Iteration 20F: 3 clusters Score -296632.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -296643.718750 Penalty: 4003.634277
	Iteration 21Q: 3 clusters Score -296643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -296649.687500 Penalty: 4003.634277
	Iteration 22Q: 3 clusters Score -296649.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -296658.750000 Penalty: 4003.634277
	Iteration 23Q: 3 clusters Score -296658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -296670.656250 Penalty: 4003.634277
	Iteration 24Q: 3 clusters Score -296670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -296683.062500 Penalty: 4003.634277
	Iteration 25Q: 3 clusters Score -296683.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -296698.437500 Penalty: 4003.634277
	Iteration 26Q: 3 clusters Score -296698.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -296711.625000 Penalty: 4003.634277
	Iteration 27Q: 3 clusters Score -296711.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -296724.218750 Penalty: 4003.634277
	Iteration 28Q: 3 clusters Score -296724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -296740.125000 Penalty: 4003.634277
	Iteration 29Q: 3 clusters Score -296740.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -296756.531250 Penalty: 4003.634277
	Iteration 30Q: 3 clusters Score -296756.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -296784.812500 Penalty: 4003.634277
	Iteration 31Q: 3 clusters Score -296784.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -296819.375000 Penalty: 4003.634277
	Iteration 32Q: 3 clusters Score -296819.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -296922.187500 Penalty: 4003.634277
	Iteration 33Q: 3 clusters Score -296922.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -297043.687500 Penalty: 4003.634277
	Iteration 34Q: 3 clusters Score -297043.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -297088.750000 Penalty: 4003.634277
	Iteration 35Q: 3 clusters Score -297088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -297098.187500 Penalty: 4003.634277
	Iteration 36Q: 3 clusters Score -297098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -297100.031250 Penalty: 4003.634277
	Iteration 37Q: 3 clusters Score -297100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -297102.875000 Penalty: 4003.634277
	Iteration 38Q: 3 clusters Score -297102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -297105.687500 Penalty: 4003.634277
	Iteration 39Q: 3 clusters Score -297105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -297107.187500 Penalty: 4003.634277
	Iteration 40F: 3 clusters Score -297107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -297107.000000 Penalty: 4003.634277
	Iteration 41Q: 3 clusters Score -297107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -297107.375000 Penalty: 4003.634277
	Iteration 42Q: 3 clusters Score -297107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -297107.750000 Penalty: 4003.634277
	Iteration 43Q: 3 clusters Score -297107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -297107.750000 Penalty: 4003.634277
	Iteration 44F: 3 clusters Score -297107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (13886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Entering Unmasked Estep 
Score: -1412714.375000 Penalty: 2365.581787
	Iteration 0F: 2 clusters Score -1412714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1402646.625000 Penalty: 4731.163574
	Iteration 0F: 3 clusters Score -1402647 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1405738.000000 Penalty: 4731.163574
	Iteration 1F: 3 clusters Score -1405738 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1406067.500000 Penalty: 4731.163574
	Iteration 2F: 3 clusters Score -1406068 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1406314.000000 Penalty: 4731.163574
	Iteration 3Q: 3 clusters Score -1406314 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1406517.250000 Penalty: 4731.163574
	Iteration 4Q: 3 clusters Score -1406517 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1406713.500000 Penalty: 4731.163574
	Iteration 5Q: 3 clusters Score -1406714 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1406904.500000 Penalty: 4731.163574
	Iteration 6Q: 3 clusters Score -1406904 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1407129.500000 Penalty: 4731.163574
	Iteration 7Q: 3 clusters Score -1407130 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1407400.625000 Penalty: 4731.163574
	Iteration 8Q: 3 clusters Score -1407401 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1407733.000000 Penalty: 4731.163574
	Iteration 9Q: 3 clusters Score -1407733 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1408130.625000 Penalty: 4731.163574
	Iteration 10Q: 3 clusters Score -1408131 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1408581.750000 Penalty: 4731.163574
	Iteration 11Q: 3 clusters Score -1408582 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1409079.500000 Penalty: 4731.163574
	Iteration 12Q: 3 clusters Score -1409080 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1409499.500000 Penalty: 4731.163574
	Iteration 13Q: 3 clusters Score -1409500 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1409893.625000 Penalty: 4731.163574
	Iteration 14Q: 3 clusters Score -1409894 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1410179.500000 Penalty: 4731.163574
	Iteration 15Q: 3 clusters Score -1410180 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1410370.125000 Penalty: 4731.163574
	Iteration 16Q: 3 clusters Score -1410370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1410492.250000 Penalty: 4731.163574
	Iteration 17Q: 3 clusters Score -1410492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1410586.000000 Penalty: 4731.163574
	Iteration 18Q: 3 clusters Score -1410586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1410626.875000 Penalty: 4731.163574
	Iteration 19Q: 3 clusters Score -1410627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1410657.250000 Penalty: 4731.163574
	Iteration 20F: 3 clusters Score -1410657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1410691.125000 Penalty: 4731.163574
	Iteration 21Q: 3 clusters Score -1410691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1410707.500000 Penalty: 4731.163574
	Iteration 22Q: 3 clusters Score -1410708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1410719.125000 Penalty: 4731.163574
	Iteration 23Q: 3 clusters Score -1410719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1410723.250000 Penalty: 4731.163574
	Iteration 24Q: 3 clusters Score -1410723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1410724.375000 Penalty: 4731.163574
	Iteration 25Q: 3 clusters Score -1410724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1410722.500000 Penalty: 4731.163574
	Iteration 26Q: 3 clusters Score -1410722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1410724.375000 Penalty: 4731.163574
	Iteration 27Q: 3 clusters Score -1410724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1410724.875000 Penalty: 4731.163574
	Iteration 28Q: 3 clusters Score -1410725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1410724.250000 Penalty: 4731.163574
	Iteration 29Q: 3 clusters Score -1410724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1410727.750000 Penalty: 4731.163574
	Iteration 30Q: 3 clusters Score -1410728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1410730.750000 Penalty: 4731.163574
	Iteration 31Q: 3 clusters Score -1410731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1410730.750000 Penalty: 4731.163574
	Iteration 32F: 3 clusters Score -1410731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -305592.218750 Penalty: 1991.622314
	Iteration 0F: 2 clusters Score -305592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -302284.125000 Penalty: 3983.244629
	Iteration 0F: 3 clusters Score -302284.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -302961.343750 Penalty: 3983.244629
	Iteration 1F: 3 clusters Score -302961.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -303120.125000 Penalty: 3983.244629
	Iteration 2F: 3 clusters Score -303120.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303195.312500 Penalty: 3983.244629
	Iteration 3Q: 3 clusters Score -303195.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -303255.281250 Penalty: 3983.244629
	Iteration 4Q: 3 clusters Score -303255.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -303293.781250 Penalty: 3983.244629
	Iteration 5Q: 3 clusters Score -303293.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -303309.062500 Penalty: 3983.244629
	Iteration 6Q: 3 clusters Score -303309.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303323.125000 Penalty: 3983.244629
	Iteration 7Q: 3 clusters Score -303323.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303332.968750 Penalty: 3983.244629
	Iteration 8Q: 3 clusters Score -303333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303338.250000 Penalty: 3983.244629
	Iteration 9Q: 3 clusters Score -303338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -303342.656250 Penalty: 3983.244629
	Iteration 10Q: 3 clusters Score -303342.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -303349.250000 Penalty: 3983.244629
	Iteration 11Q: 3 clusters Score -303349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -303353.125000 Penalty: 3983.244629
	Iteration 12Q: 3 clusters Score -303353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -303354.250000 Penalty: 3983.244629
	Iteration 13Q: 3 clusters Score -303354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -303356.343750 Penalty: 3983.244629
	Iteration 14Q: 3 clusters Score -303356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -303358.281250 Penalty: 3983.244629
	Iteration 15Q: 3 clusters Score -303358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -303359.406250 Penalty: 3983.244629
	Iteration 16Q: 3 clusters Score -303359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -303359.406250 Penalty: 3983.244629
	Iteration 17F: 3 clusters Score -303359.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -661098.125000 Penalty: 2190.228271
	Iteration 0F: 2 clusters Score -661098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -655387.187500 Penalty: 4380.456543
	Iteration 0F: 3 clusters Score -655387.2 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -656852.562500 Penalty: 4380.456543
	Iteration 1F: 3 clusters Score -656852.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -657148.312500 Penalty: 4380.456543
	Iteration 2F: 3 clusters Score -657148.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -657392.750000 Penalty: 4380.456543
	Iteration 3F: 3 clusters Score -657392.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -657634.000000 Penalty: 4380.456543
	Iteration 4F: 3 clusters Score -657634 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -657884.875000 Penalty: 4380.456543
	Iteration 5F: 3 clusters Score -657884.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -658144.812500 Penalty: 4380.456543
	Iteration 6F: 3 clusters Score -658144.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -658374.687500 Penalty: 4380.456543
	Iteration 7F: 3 clusters Score -658374.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -658543.937500 Penalty: 4380.456543
	Iteration 8Q: 3 clusters Score -658543.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -658656.312500 Penalty: 4380.456543
	Iteration 9Q: 3 clusters Score -658656.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -658750.312500 Penalty: 4380.456543
	Iteration 10Q: 3 clusters Score -658750.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -658818.312500 Penalty: 4380.456543
	Iteration 11Q: 3 clusters Score -658818.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -658866.187500 Penalty: 4380.456543
	Iteration 12Q: 3 clusters Score -658866.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -658896.000000 Penalty: 4380.456543
	Iteration 13Q: 3 clusters Score -658896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -658920.187500 Penalty: 4380.456543
	Iteration 14Q: 3 clusters Score -658920.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -658936.375000 Penalty: 4380.456543
	Iteration 15Q: 3 clusters Score -658936.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -658949.437500 Penalty: 4380.456543
	Iteration 16Q: 3 clusters Score -658949.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -658959.437500 Penalty: 4380.456543
	Iteration 17Q: 3 clusters Score -658959.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -658966.375000 Penalty: 4380.456543
	Iteration 18Q: 3 clusters Score -658966.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -658975.500000 Penalty: 4380.456543
	Iteration 19Q: 3 clusters Score -658975.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -658980.500000 Penalty: 4380.456543
	Iteration 20F: 3 clusters Score -658980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -658981.687500 Penalty: 4380.456543
	Iteration 21Q: 3 clusters Score -658981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -658982.500000 Penalty: 4380.456543
	Iteration 22Q: 3 clusters Score -658982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -658984.937500 Penalty: 4380.456543
	Iteration 23Q: 3 clusters Score -658984.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -658986.187500 Penalty: 4380.456543
	Iteration 24Q: 3 clusters Score -658986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -658988.937500 Penalty: 4380.456543
	Iteration 25Q: 3 clusters Score -658988.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -658990.812500 Penalty: 4380.456543
	Iteration 26Q: 3 clusters Score -658990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -658991.937500 Penalty: 4380.456543
	Iteration 27Q: 3 clusters Score -658991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -658993.187500 Penalty: 4380.456543
	Iteration 28Q: 3 clusters Score -658993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -658992.812500 Penalty: 4380.456543
	Iteration 29Q: 3 clusters Score -658992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -658995.875000 Penalty: 4380.456543
	Iteration 30Q: 3 clusters Score -658995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -658996.937500 Penalty: 4380.456543
	Iteration 31Q: 3 clusters Score -658996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -658998.125000 Penalty: 4380.456543
	Iteration 32Q: 3 clusters Score -658998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -659000.625000 Penalty: 4380.456543
	Iteration 33Q: 3 clusters Score -659000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -659000.000000 Penalty: 4380.456543
	Iteration 34Q: 3 clusters Score -659000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -659001.562500 Penalty: 4380.456543
	Iteration 35Q: 3 clusters Score -659001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -659001.562500 Penalty: 4380.456543
	Iteration 36Q: 3 clusters Score -659001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -659001.375000 Penalty: 4380.456543
	Iteration 37Q: 3 clusters Score -659001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -659001.500000 Penalty: 4380.456543
	Iteration 38Q: 3 clusters Score -659001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -659001.500000 Penalty: 4380.456543
	Iteration 39F: 3 clusters Score -659001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -194572.593750 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -194572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -191530.296875 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -191530.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -192406.781250 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -192406.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -192697.546875 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -192697.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -192871.015625 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -192871 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192995.484375 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -192995.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -193113.453125 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -193113.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193266.718750 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -193266.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -193375.500000 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -193375.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -193446.109375 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -193446.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -193499.500000 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -193499.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193545.000000 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -193545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -193576.140625 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -193576.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -193609.140625 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -193609.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -193638.031250 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -193638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -193659.796875 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -193659.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -193674.171875 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -193674.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193682.828125 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -193682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193689.921875 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -193689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193693.328125 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -193693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193697.812500 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -193697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193703.625000 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -193703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193707.125000 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -193707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193709.937500 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -193709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193710.843750 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -193710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193710.843750 Penalty: 3922.924561
	Iteration 24F: 3 clusters Score -193710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -291277.687500 Penalty: 1990.733276
	Iteration 0F: 2 clusters Score -291277.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -287995.218750 Penalty: 3981.466553
	Iteration 0F: 3 clusters Score -287995.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -288674.843750 Penalty: 3981.466553
	Iteration 1F: 3 clusters Score -288674.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -288839.062500 Penalty: 3981.466553
	Iteration 2F: 3 clusters Score -288839.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -288938.156250 Penalty: 3981.466553
	Iteration 3Q: 3 clusters Score -288938.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -289027.875000 Penalty: 3981.466553
	Iteration 4Q: 3 clusters Score -289027.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -289099.937500 Penalty: 3981.466553
	Iteration 5Q: 3 clusters Score -289099.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -289149.312500 Penalty: 3981.466553
	Iteration 6Q: 3 clusters Score -289149.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -289189.593750 Penalty: 3981.466553
	Iteration 7Q: 3 clusters Score -289189.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -289221.468750 Penalty: 3981.466553
	Iteration 8Q: 3 clusters Score -289221.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -289255.812500 Penalty: 3981.466553
	Iteration 9Q: 3 clusters Score -289255.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -289286.187500 Penalty: 3981.466553
	Iteration 10Q: 3 clusters Score -289286.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -289309.312500 Penalty: 3981.466553
	Iteration 11Q: 3 clusters Score -289309.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -289330.531250 Penalty: 3981.466553
	Iteration 12Q: 3 clusters Score -289330.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -289356.906250 Penalty: 3981.466553
	Iteration 13Q: 3 clusters Score -289356.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -289382.437500 Penalty: 3981.466553
	Iteration 14Q: 3 clusters Score -289382.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -289400.031250 Penalty: 3981.466553
	Iteration 15Q: 3 clusters Score -289400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -289412.343750 Penalty: 3981.466553
	Iteration 16Q: 3 clusters Score -289412.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -289422.812500 Penalty: 3981.466553
	Iteration 17Q: 3 clusters Score -289422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -289428.468750 Penalty: 3981.466553
	Iteration 18Q: 3 clusters Score -289428.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289433.062500 Penalty: 3981.466553
	Iteration 19Q: 3 clusters Score -289433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289436.718750 Penalty: 3981.466553
	Iteration 20F: 3 clusters Score -289436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289440.812500 Penalty: 3981.466553
	Iteration 21Q: 3 clusters Score -289440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289447.281250 Penalty: 3981.466553
	Iteration 22Q: 3 clusters Score -289447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -289453.250000 Penalty: 3981.466553
	Iteration 23Q: 3 clusters Score -289453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -289456.656250 Penalty: 3981.466553
	Iteration 24Q: 3 clusters Score -289456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -289459.718750 Penalty: 3981.466553
	Iteration 25Q: 3 clusters Score -289459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -289462.593750 Penalty: 3981.466553
	Iteration 26Q: 3 clusters Score -289462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -289464.468750 Penalty: 3981.466553
	Iteration 27Q: 3 clusters Score -289464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289466.375000 Penalty: 3981.466553
	Iteration 28Q: 3 clusters Score -289466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -289470.531250 Penalty: 3981.466553
	Iteration 29Q: 3 clusters Score -289470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -289473.937500 Penalty: 3981.466553
	Iteration 30Q: 3 clusters Score -289473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -289476.375000 Penalty: 3981.466553
	Iteration 31Q: 3 clusters Score -289476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -289477.906250 Penalty: 3981.466553
	Iteration 32Q: 3 clusters Score -289477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -289478.312500 Penalty: 3981.466553
	Iteration 33Q: 3 clusters Score -289478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -289479.500000 Penalty: 3981.466553
	Iteration 34Q: 3 clusters Score -289479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -289479.625000 Penalty: 3981.466553
	Iteration 35Q: 3 clusters Score -289479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -289480.250000 Penalty: 3981.466553
	Iteration 36Q: 3 clusters Score -289480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -289480.250000 Penalty: 3981.466553
	Iteration 37F: 3 clusters Score -289480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30072 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57706 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33291 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124704.000000 Penalty: 183775.671875
Iteration 239Q: 55 clusters Score -8.41247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30070 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57705 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33292 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124728.000000 Penalty: 183775.671875
Iteration 240F: 55 clusters Score -8.412473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30069 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57705 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20633 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33294 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124712.000000 Penalty: 183775.671875
Iteration 241Q: 55 clusters Score -8.412471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30068 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57705 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20632 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33296 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124752.000000 Penalty: 183775.671875
Iteration 242Q: 55 clusters Score -8.412475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30066 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57705 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20631 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33299 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10833 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124760.000000 Penalty: 183775.671875
Iteration 243Q: 55 clusters Score -8.412476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30064 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19889 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57704 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20631 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33302 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124744.000000 Penalty: 183775.671875
Iteration 244Q: 55 clusters Score -8.412474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30060 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19894 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57703 members 
Mstep: Class 22 contains 95627 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20630 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33304 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124720.000000 Penalty: 183775.671875
Iteration 245Q: 55 clusters Score -8.412472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30057 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19898 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57702 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20626 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33309 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124712.000000 Penalty: 183775.671875
Iteration 246Q: 55 clusters Score -8.412471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30053 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19900 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57703 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20621 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33313 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124688.000000 Penalty: 183775.671875
Iteration 247Q: 55 clusters Score -8.412469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30045 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57702 members 
Mstep: Class 22 contains 95625 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20617 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33319 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13699 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124648.000000 Penalty: 183775.671875
Iteration 248Q: 55 clusters Score -8.412465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10060 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30038 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19902 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57701 members 
Mstep: Class 22 contains 95625 members 
Mstep: Class 23 contains 73879 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20615 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33324 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98069 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15079 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13885 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124696.000000 Penalty: 183775.671875
Iteration 249Q: 55 clusters Score -8.41247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10065 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30032 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57701 members 
Mstep: Class 22 contains 95626 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20612 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33328 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15078 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124712.000000 Penalty: 183775.671875
Iteration 250Q: 55 clusters Score -8.412471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30029 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19895 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57700 members 
Mstep: Class 22 contains 95625 members 
Mstep: Class 23 contains 73877 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33332 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15077 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124736.000000 Penalty: 183775.671875
Iteration 251Q: 55 clusters Score -8.412474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30028 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19890 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 57701 members 
Mstep: Class 22 contains 95625 members 
Mstep: Class 23 contains 73876 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33333 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15076 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124720.000000 Penalty: 183775.671875
Iteration 252Q: 55 clusters Score -8.412472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10087 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30027 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19885 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 57700 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73875 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33334 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15077 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124704.000000 Penalty: 183775.671875
Iteration 253Q: 55 clusters Score -8.41247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10094 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30026 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19877 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 57700 members 
Mstep: Class 22 contains 95622 members 
Mstep: Class 23 contains 73875 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20613 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33335 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13698 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15076 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124720.000000 Penalty: 183775.671875
Iteration 254Q: 55 clusters Score -8.412472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10106 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30025 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19867 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 57698 members 
Mstep: Class 22 contains 95623 members 
Mstep: Class 23 contains 73875 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20614 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33337 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15075 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124704.000000 Penalty: 183775.671875
Iteration 255Q: 55 clusters Score -8.41247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30024 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19860 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 57696 members 
Mstep: Class 22 contains 95623 members 
Mstep: Class 23 contains 73874 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20614 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33339 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98071 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13697 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15073 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13884 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124696.000000 Penalty: 183775.671875
Iteration 256Q: 55 clusters Score -8.41247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10132 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30023 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19851 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 57692 members 
Mstep: Class 22 contains 95624 members 
Mstep: Class 23 contains 73871 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20615 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32584 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33340 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36688 members 
Mstep: Class 39 contains 98072 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13692 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15070 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124736.000000 Penalty: 183775.671875
Iteration 257Q: 55 clusters Score -8.412474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 156996 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30021 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19840 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 57692 members 
Mstep: Class 22 contains 95627 members 
Mstep: Class 23 contains 73869 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20615 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32584 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33344 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36687 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13690 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15069 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124760.000000 Penalty: 183775.671875
Iteration 258Q: 55 clusters Score -8.412476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10154 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 156995 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30019 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19831 members 
Mstep: Class 20 contains 5186 members 
Mstep: Class 21 contains 57692 members 
Mstep: Class 22 contains 95633 members 
Mstep: Class 23 contains 73869 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20612 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32584 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33350 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13693 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15068 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6847 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124792.000000 Penalty: 183775.671875
Iteration 259Q: 55 clusters Score -8.412479e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 156999 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30017 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19824 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 57691 members 
Mstep: Class 22 contains 95634 members 
Mstep: Class 23 contains 73865 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32584 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33354 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13695 members 
Mstep: Class 44 contains 5612 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15065 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6845 members 
Mstep: Class 53 contains 2722 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124728.000000 Penalty: 183775.671875
Iteration 260F: 55 clusters Score -8.412473e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10196 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 156995 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30012 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19810 members 
Mstep: Class 20 contains 5183 members 
Mstep: Class 21 contains 57689 members 
Mstep: Class 22 contains 95634 members 
Mstep: Class 23 contains 73861 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20610 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33358 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98069 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13693 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15063 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6845 members 
Mstep: Class 53 contains 2723 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124728.000000 Penalty: 183775.671875
Iteration 261Q: 55 clusters Score -8.412473e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10221 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30009 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19792 members 
Mstep: Class 20 contains 5183 members 
Mstep: Class 21 contains 57690 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 73858 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20609 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32583 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33362 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8937 members 
Mstep: Class 38 contains 36692 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5750 members 
Mstep: Class 43 contains 13688 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15056 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13886 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6844 members 
Mstep: Class 53 contains 2723 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124696.000000 Penalty: 183775.671875
Iteration 262Q: 55 clusters Score -8.41247e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10261 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 30003 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19775 members 
Mstep: Class 20 contains 5182 members 
Mstep: Class 21 contains 57691 members 
Mstep: Class 22 contains 95639 members 
Mstep: Class 23 contains 73856 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20610 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32584 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33361 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8937 members 
Mstep: Class 38 contains 36692 members 
Mstep: Class 39 contains 98070 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13674 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15052 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6845 members 
Mstep: Class 53 contains 2723 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124752.000000 Penalty: 183775.671875
Iteration 263Q: 55 clusters Score -8.412475e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10315 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 156992 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 29996 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19745 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 57692 members 
Mstep: Class 22 contains 95638 members 
Mstep: Class 23 contains 73855 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20612 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32585 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33361 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36691 members 
Mstep: Class 39 contains 98065 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13668 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 15045 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6845 members 
Mstep: Class 53 contains 2723 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124744.000000 Penalty: 183775.671875
Iteration 264Q: 55 clusters Score -8.412474e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10388 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 29993 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13185 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19709 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 57691 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 73854 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32585 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33360 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36686 members 
Mstep: Class 39 contains 98066 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13652 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9116 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2198 members 
Mstep: Class 48 contains 15038 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6844 members 
Mstep: Class 53 contains 2723 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124752.000000 Penalty: 183775.671875
Iteration 265Q: 55 clusters Score -8.412475e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10469 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 156991 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 29989 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19652 members 
Mstep: Class 20 contains 5170 members 
Mstep: Class 21 contains 57694 members 
Mstep: Class 22 contains 95636 members 
Mstep: Class 23 contains 73849 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20608 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32586 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7372 members 
Mstep: Class 35 contains 33366 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36683 members 
Mstep: Class 39 contains 98068 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13643 members 
Mstep: Class 44 contains 5611 members 
Mstep: Class 45 contains 9116 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2198 members 
Mstep: Class 48 contains 15030 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13887 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6843 members 
Mstep: Class 53 contains 2724 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124832.000000 Penalty: 183775.671875
Iteration 266Q: 55 clusters Score -8.412483e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10542 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 156993 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2942 members 
Mstep: Class 11 contains 29985 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19583 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 57697 members 
Mstep: Class 22 contains 95642 members 
Mstep: Class 23 contains 73844 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20680 members 
Mstep: Class 26 contains 20603 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32587 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7374 members 
Mstep: Class 35 contains 33374 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 36688 members 
Mstep: Class 39 contains 98072 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13628 members 
Mstep: Class 44 contains 5610 members 
Mstep: Class 45 contains 9116 members 
Mstep: Class 46 contains 10832 members 
Mstep: Class 47 contains 2198 members 
Mstep: Class 48 contains 15022 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13890 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6842 members 
Mstep: Class 53 contains 2726 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124968.000000 Penalty: 183775.671875
Iteration 267Q: 55 clusters Score -8.412497e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10617 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3199 members 
Mstep: Class 6 contains 157000 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 29979 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19526 members 
Mstep: Class 20 contains 5165 members 
Mstep: Class 21 contains 57701 members 
Mstep: Class 22 contains 95652 members 
Mstep: Class 23 contains 73843 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20585 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32590 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 7371 members 
Mstep: Class 35 contains 33382 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36692 members 
Mstep: Class 39 contains 98071 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13607 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2198 members 
Mstep: Class 48 contains 15012 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13896 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6842 members 
Mstep: Class 53 contains 2728 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125080.000000 Penalty: 183775.671875
Iteration 268Q: 55 clusters Score -8.412508e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 157017 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 29974 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19472 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 57698 members 
Mstep: Class 22 contains 95661 members 
Mstep: Class 23 contains 73846 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20571 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32593 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3063 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33379 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8947 members 
Mstep: Class 38 contains 36698 members 
Mstep: Class 39 contains 98067 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13584 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2198 members 
Mstep: Class 48 contains 15001 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13898 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6841 members 
Mstep: Class 53 contains 2728 members 
Mstep: Class 54 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125032.000000 Penalty: 183775.671875
Iteration 269Q: 55 clusters Score -8.412503e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10750 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 157040 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 29969 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19429 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 57690 members 
Mstep: Class 22 contains 95673 members 
Mstep: Class 23 contains 73845 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20547 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 1897 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32596 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33383 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8949 members 
Mstep: Class 38 contains 36703 members 
Mstep: Class 39 contains 98073 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13562 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10831 members 
Mstep: Class 47 contains 2198 members 
Mstep: Class 48 contains 14992 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13898 members 
Mstep: Class 51 contains 3072 members 
Mstep: Class 52 contains 6840 members 
Mstep: Class 53 contains 2728 members 
Mstep: Class 54 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125072.000000 Penalty: 183775.671875
Iteration 270Q: 55 clusters Score -8.412507e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10797 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3192 members 
Mstep: Class 6 contains 157054 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 29960 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19411 members 
Mstep: Class 20 contains 5157 members 
Mstep: Class 21 contains 57685 members 
Mstep: Class 22 contains 95691 members 
Mstep: Class 23 contains 73851 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20524 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 1896 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32599 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33384 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8949 members 
Mstep: Class 38 contains 36709 members 
Mstep: Class 39 contains 98081 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13536 members 
Mstep: Class 44 contains 5606 members 
Mstep: Class 45 contains 9115 members 
Mstep: Class 46 contains 10829 members 
Mstep: Class 47 contains 2199 members 
Mstep: Class 48 contains 14983 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13896 members 
Mstep: Class 51 contains 3072 members 
Mstep: Class 52 contains 6839 members 
Mstep: Class 53 contains 2729 members 
Mstep: Class 54 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125160.000000 Penalty: 183775.671875
Iteration 271Q: 55 clusters Score -8.412516e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10814 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 157068 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19387 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 57688 members 
Mstep: Class 22 contains 95708 members 
Mstep: Class 23 contains 73856 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20512 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32605 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 7377 members 
Mstep: Class 35 contains 33382 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8945 members 
Mstep: Class 38 contains 36713 members 
Mstep: Class 39 contains 98084 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13515 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9117 members 
Mstep: Class 46 contains 10828 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14978 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13896 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6838 members 
Mstep: Class 53 contains 2730 members 
Mstep: Class 54 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125064.000000 Penalty: 183775.671875
Iteration 272Q: 55 clusters Score -8.412506e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10828 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 157081 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 29948 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19357 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 57686 members 
Mstep: Class 22 contains 95726 members 
Mstep: Class 23 contains 73864 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20506 members 
Mstep: Class 27 contains 9614 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33378 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36727 members 
Mstep: Class 39 contains 98087 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13499 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10829 members 
Mstep: Class 47 contains 2202 members 
Mstep: Class 48 contains 14966 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13900 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6837 members 
Mstep: Class 53 contains 2730 members 
Mstep: Class 54 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125000.000000 Penalty: 183775.671875
Iteration 273Q: 55 clusters Score -8.4125e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10843 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 157087 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 29934 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 57688 members 
Mstep: Class 22 contains 95742 members 
Mstep: Class 23 contains 73869 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20506 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32616 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33373 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 36726 members 
Mstep: Class 39 contains 98092 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13490 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10828 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14957 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13906 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6838 members 
Mstep: Class 53 contains 2731 members 
Mstep: Class 54 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124976.000000 Penalty: 183775.671875
Iteration 274Q: 55 clusters Score -8.412498e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 157097 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3820 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 29921 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19312 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 57685 members 
Mstep: Class 22 contains 95744 members 
Mstep: Class 23 contains 73877 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20509 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10487 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7372 members 
Mstep: Class 35 contains 33376 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8945 members 
Mstep: Class 38 contains 36723 members 
Mstep: Class 39 contains 98097 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13477 members 
Mstep: Class 44 contains 5607 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10829 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14953 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13910 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6838 members 
Mstep: Class 53 contains 2731 members 
Mstep: Class 54 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125040.000000 Penalty: 183775.671875
Iteration 275Q: 55 clusters Score -8.412504e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 10895 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 157094 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 29902 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 5152 members 
Mstep: Class 21 contains 57685 members 
Mstep: Class 22 contains 95757 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20498 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 32618 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7372 members 
Mstep: Class 35 contains 33388 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8948 members 
Mstep: Class 38 contains 36721 members 
Mstep: Class 39 contains 98099 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13467 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14947 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13918 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6838 members 
Mstep: Class 53 contains 2731 members 
Mstep: Class 54 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124960.000000 Penalty: 183775.671875
Iteration 276Q: 55 clusters Score -8.412496e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 157104 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29890 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 57685 members 
Mstep: Class 22 contains 95767 members 
Mstep: Class 23 contains 73883 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20492 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32620 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7371 members 
Mstep: Class 35 contains 33394 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8949 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98102 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13463 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14940 members 
Mstep: Class 49 contains 3203 members 
Mstep: Class 50 contains 13920 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6837 members 
Mstep: Class 53 contains 2731 members 
Mstep: Class 54 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124976.000000 Penalty: 183775.671875
Iteration 277Q: 55 clusters Score -8.412498e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10905 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 157114 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29884 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 5151 members 
Mstep: Class 21 contains 57683 members 
Mstep: Class 22 contains 95773 members 
Mstep: Class 23 contains 73880 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20490 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32623 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7371 members 
Mstep: Class 35 contains 33396 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8948 members 
Mstep: Class 38 contains 36720 members 
Mstep: Class 39 contains 98107 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13457 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13927 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6837 members 
Mstep: Class 53 contains 2732 members 
Mstep: Class 54 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125024.000000 Penalty: 183775.671875
Iteration 278Q: 55 clusters Score -8.412502e+07 nChanged 137
Entering ConstructFrom: 
Score: -84125024.000000 Penalty: 183775.671875
Entering ConstructFrom: 
Trying to split cluster 1 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -28842.228516 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -28842.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27549.259766 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -27549.26 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27743.925781 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -27743.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27820.066406 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -27820.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27867.863281 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -27867.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27897.857422 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -27897.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27910.085938 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -27910.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27914.427734 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -27914.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27915.818359 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -27915.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27926.189453 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -27926.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27932.970703 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -27932.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27944.625000 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -27944.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27955.468750 Penalty: 2943.707520
	Iteration 11Q: 3 clusters Score -27955.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27967.451172 Penalty: 2943.707520
	Iteration 12Q: 3 clusters Score -27967.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28024.722656 Penalty: 2943.707520
	Iteration 13Q: 3 clusters Score -28024.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28051.927734 Penalty: 2943.707520
	Iteration 14Q: 3 clusters Score -28051.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28078.667969 Penalty: 2943.707520
	Iteration 15Q: 3 clusters Score -28078.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28086.966797 Penalty: 2943.707520
	Iteration 16Q: 3 clusters Score -28086.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28115.580078 Penalty: 2943.707520
	Iteration 17Q: 3 clusters Score -28115.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28164.425781 Penalty: 2943.707520
	Iteration 18Q: 3 clusters Score -28164.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28198.218750 Penalty: 2943.707520
	Iteration 19Q: 3 clusters Score -28198.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28249.068359 Penalty: 2943.707520
	Iteration 20F: 3 clusters Score -28249.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28305.830078 Penalty: 2943.707520
	Iteration 21Q: 3 clusters Score -28305.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28336.343750 Penalty: 2943.707520
	Iteration 22Q: 3 clusters Score -28336.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28366.878906 Penalty: 2943.707520
	Iteration 23Q: 3 clusters Score -28366.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28381.777344 Penalty: 2943.707520
	Iteration 24Q: 3 clusters Score -28381.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28381.777344 Penalty: 2943.707520
	Iteration 25F: 3 clusters Score -28381.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -333308.750000 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -333308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329426.562500 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -329426.6 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -330397.437500 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -330397.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -330742.468750 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -330742.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -331164.875000 Penalty: 4114.715820
	Iteration 3F: 3 clusters Score -331164.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -331561.093750 Penalty: 4114.715820
	Iteration 4F: 3 clusters Score -331561.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -331822.875000 Penalty: 4114.715820
	Iteration 5F: 3 clusters Score -331822.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332009.125000 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -332009.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -332135.593750 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -332135.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -332223.531250 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -332223.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -332299.781250 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -332299.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -332382.187500 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -332382.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -332477.093750 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -332477.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -332553.906250 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -332553.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -332622.687500 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -332622.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -332684.750000 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -332684.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -332727.000000 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -332727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -332763.125000 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -332763.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -332800.031250 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -332800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -332839.125000 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -332839.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -332886.093750 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -332886.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -332941.781250 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -332941.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -333026.062500 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -333026.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -333103.843750 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -333103.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -333176.968750 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -333177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -333255.312500 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -333255.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -333336.906250 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -333336.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -333420.875000 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -333420.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -333477.531250 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -333477.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -333518.406250 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -333518.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -333553.250000 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -333553.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -333576.375000 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -333576.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -333592.937500 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -333592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -333607.281250 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -333607.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -333619.812500 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -333619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -333626.656250 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -333626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -333630.937500 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -333630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -333634.531250 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -333634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -333642.343750 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -333642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -333653.500000 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -333653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -333659.968750 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -333660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -333665.312500 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -333665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -333668.937500 Penalty: 4114.715820
	Iteration 41Q: 3 clusters Score -333668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -333673.031250 Penalty: 4114.715820
	Iteration 42Q: 3 clusters Score -333673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -333674.187500 Penalty: 4114.715820
	Iteration 43Q: 3 clusters Score -333674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -333674.812500 Penalty: 4114.715820
	Iteration 44Q: 3 clusters Score -333674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -333676.750000 Penalty: 4114.715820
	Iteration 45Q: 3 clusters Score -333676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -333678.500000 Penalty: 4114.715820
	Iteration 46Q: 3 clusters Score -333678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -333680.406250 Penalty: 4114.715820
	Iteration 47Q: 3 clusters Score -333680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -333683.093750 Penalty: 4114.715820
	Iteration 48Q: 3 clusters Score -333683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -333683.718750 Penalty: 4114.715820
	Iteration 49Q: 3 clusters Score -333683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -333685.250000 Penalty: 4114.715820
	Iteration 50Q: 3 clusters Score -333685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -333685.250000 Penalty: 4114.715820
	Iteration 51F: 3 clusters Score -333685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 157119 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 3255 members 
Entering Unmasked Estep 
Score: -84124040.000000 Penalty: 187178.921875
Splitting cluster 2 changes total score from -84125024.000000 to -84124040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Entering Unmasked Estep 
Score: -1076176.750000 Penalty: 2305.718506
	Iteration 0F: 2 clusters Score -1076177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1068006.000000 Penalty: 4611.437012
	Iteration 0F: 3 clusters Score -1068006 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1070365.625000 Penalty: 4611.437012
	Iteration 1F: 3 clusters Score -1070366 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1070672.750000 Penalty: 4611.437012
	Iteration 2F: 3 clusters Score -1070673 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1070924.625000 Penalty: 4611.437012
	Iteration 3F: 3 clusters Score -1070925 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1071208.000000 Penalty: 4611.437012
	Iteration 4Q: 3 clusters Score -1071208 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1071569.000000 Penalty: 4611.437012
	Iteration 5Q: 3 clusters Score -1071569 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1071985.875000 Penalty: 4611.437012
	Iteration 6Q: 3 clusters Score -1071986 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1072348.000000 Penalty: 4611.437012
	Iteration 7F: 3 clusters Score -1072348 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1072661.875000 Penalty: 4611.437012
	Iteration 8Q: 3 clusters Score -1072662 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1072950.250000 Penalty: 4611.437012
	Iteration 9Q: 3 clusters Score -1072950 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1073233.125000 Penalty: 4611.437012
	Iteration 10Q: 3 clusters Score -1073233 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1073544.250000 Penalty: 4611.437012
	Iteration 11Q: 3 clusters Score -1073544 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1073908.250000 Penalty: 4611.437012
	Iteration 12Q: 3 clusters Score -1073908 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1074288.375000 Penalty: 4611.437012
	Iteration 13Q: 3 clusters Score -1074288 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1074596.250000 Penalty: 4611.437012
	Iteration 14Q: 3 clusters Score -1074596 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1074838.625000 Penalty: 4611.437012
	Iteration 15Q: 3 clusters Score -1074839 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1075008.500000 Penalty: 4611.437012
	Iteration 16Q: 3 clusters Score -1075008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1075119.375000 Penalty: 4611.437012
	Iteration 17Q: 3 clusters Score -1075119 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1075198.375000 Penalty: 4611.437012
	Iteration 18Q: 3 clusters Score -1075198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1075240.750000 Penalty: 4611.437012
	Iteration 19Q: 3 clusters Score -1075241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1075274.750000 Penalty: 4611.437012
	Iteration 20F: 3 clusters Score -1075275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1075296.875000 Penalty: 4611.437012
	Iteration 21Q: 3 clusters Score -1075297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1075308.875000 Penalty: 4611.437012
	Iteration 22Q: 3 clusters Score -1075309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1075319.250000 Penalty: 4611.437012
	Iteration 23Q: 3 clusters Score -1075319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1075322.875000 Penalty: 4611.437012
	Iteration 24Q: 3 clusters Score -1075323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1075327.625000 Penalty: 4611.437012
	Iteration 25Q: 3 clusters Score -1075328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1075329.875000 Penalty: 4611.437012
	Iteration 26Q: 3 clusters Score -1075330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1075330.375000 Penalty: 4611.437012
	Iteration 27Q: 3 clusters Score -1075330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1075332.625000 Penalty: 4611.437012
	Iteration 28Q: 3 clusters Score -1075333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1075331.250000 Penalty: 4611.437012
	Iteration 29Q: 3 clusters Score -1075331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1075331.500000 Penalty: 4611.437012
	Iteration 30Q: 3 clusters Score -1075332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1075333.875000 Penalty: 4611.437012
	Iteration 31Q: 3 clusters Score -1075334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1075332.500000 Penalty: 4611.437012
	Iteration 32Q: 3 clusters Score -1075332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1075332.500000 Penalty: 4611.437012
	Iteration 33F: 3 clusters Score -1075332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Entering Unmasked Estep 
Score: -1163244.375000 Penalty: 2322.719482
	Iteration 0F: 2 clusters Score -1163244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1154528.000000 Penalty: 4645.438965
	Iteration 0F: 3 clusters Score -1154528 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1157533.000000 Penalty: 4645.438965
	Iteration 1F: 3 clusters Score -1157533 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1158356.250000 Penalty: 4645.438965
	Iteration 2F: 3 clusters Score -1158356 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1159273.875000 Penalty: 4645.438965
	Iteration 3F: 3 clusters Score -1159274 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1160145.000000 Penalty: 4645.438965
	Iteration 4F: 3 clusters Score -1160145 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1160813.750000 Penalty: 4645.438965
	Iteration 5F: 3 clusters Score -1160814 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1161139.375000 Penalty: 4645.438965
	Iteration 6Q: 3 clusters Score -1161139 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1161301.625000 Penalty: 4645.438965
	Iteration 7Q: 3 clusters Score -1161302 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1161389.500000 Penalty: 4645.438965
	Iteration 8Q: 3 clusters Score -1161390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1161434.750000 Penalty: 4645.438965
	Iteration 9Q: 3 clusters Score -1161435 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1161462.625000 Penalty: 4645.438965
	Iteration 10Q: 3 clusters Score -1161463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1161474.500000 Penalty: 4645.438965
	Iteration 11Q: 3 clusters Score -1161474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1161486.125000 Penalty: 4645.438965
	Iteration 12Q: 3 clusters Score -1161486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1161494.375000 Penalty: 4645.438965
	Iteration 13Q: 3 clusters Score -1161494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1161498.375000 Penalty: 4645.438965
	Iteration 14Q: 3 clusters Score -1161498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1161501.875000 Penalty: 4645.438965
	Iteration 15Q: 3 clusters Score -1161502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1161503.750000 Penalty: 4645.438965
	Iteration 16Q: 3 clusters Score -1161504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1161503.875000 Penalty: 4645.438965
	Iteration 17Q: 3 clusters Score -1161504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1161504.875000 Penalty: 4645.438965
	Iteration 18Q: 3 clusters Score -1161505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1161506.375000 Penalty: 4645.438965
	Iteration 19Q: 3 clusters Score -1161506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1161509.500000 Penalty: 4645.438965
	Iteration 20F: 3 clusters Score -1161510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1161511.875000 Penalty: 4645.438965
	Iteration 21Q: 3 clusters Score -1161512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1161512.625000 Penalty: 4645.438965
	Iteration 22Q: 3 clusters Score -1161513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1161515.000000 Penalty: 4645.438965
	Iteration 23Q: 3 clusters Score -1161515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1161513.125000 Penalty: 4645.438965
	Iteration 24Q: 3 clusters Score -1161513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1161514.125000 Penalty: 4645.438965
	Iteration 25Q: 3 clusters Score -1161514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1161512.750000 Penalty: 4645.438965
	Iteration 26Q: 3 clusters Score -1161513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1161513.625000 Penalty: 4645.438965
	Iteration 27Q: 3 clusters Score -1161514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1161513.625000 Penalty: 4645.438965
	Iteration 28F: 3 clusters Score -1161514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -268528.750000 Penalty: 2000.575195
	Iteration 0F: 2 clusters Score -268528.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -265144.937500 Penalty: 4001.150391
	Iteration 0F: 3 clusters Score -265144.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -265975.750000 Penalty: 4001.150391
	Iteration 1F: 3 clusters Score -265975.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -266295.812500 Penalty: 4001.150391
	Iteration 2F: 3 clusters Score -266295.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -266495.843750 Penalty: 4001.150391
	Iteration 3F: 3 clusters Score -266495.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -266649.937500 Penalty: 4001.150391
	Iteration 4Q: 3 clusters Score -266649.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -266764.343750 Penalty: 4001.150391
	Iteration 5Q: 3 clusters Score -266764.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -266877.406250 Penalty: 4001.150391
	Iteration 6Q: 3 clusters Score -266877.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -266981.343750 Penalty: 4001.150391
	Iteration 7Q: 3 clusters Score -266981.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267086.187500 Penalty: 4001.150391
	Iteration 8Q: 3 clusters Score -267086.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267173.531250 Penalty: 4001.150391
	Iteration 9Q: 3 clusters Score -267173.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -267261.812500 Penalty: 4001.150391
	Iteration 10Q: 3 clusters Score -267261.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -267356.093750 Penalty: 4001.150391
	Iteration 11Q: 3 clusters Score -267356.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -267436.250000 Penalty: 4001.150391
	Iteration 12Q: 3 clusters Score -267436.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -267526.062500 Penalty: 4001.150391
	Iteration 13Q: 3 clusters Score -267526.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -267630.281250 Penalty: 4001.150391
	Iteration 14Q: 3 clusters Score -267630.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -267719.875000 Penalty: 4001.150391
	Iteration 15Q: 3 clusters Score -267719.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -267782.562500 Penalty: 4001.150391
	Iteration 16Q: 3 clusters Score -267782.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -267829.250000 Penalty: 4001.150391
	Iteration 17Q: 3 clusters Score -267829.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -267849.562500 Penalty: 4001.150391
	Iteration 18Q: 3 clusters Score -267849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -267861.531250 Penalty: 4001.150391
	Iteration 19Q: 3 clusters Score -267861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -267873.093750 Penalty: 4001.150391
	Iteration 20F: 3 clusters Score -267873.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -267879.531250 Penalty: 4001.150391
	Iteration 21Q: 3 clusters Score -267879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -267882.656250 Penalty: 4001.150391
	Iteration 22Q: 3 clusters Score -267882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -267886.281250 Penalty: 4001.150391
	Iteration 23Q: 3 clusters Score -267886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -267891.437500 Penalty: 4001.150391
	Iteration 24Q: 3 clusters Score -267891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -267900.875000 Penalty: 4001.150391
	Iteration 25Q: 3 clusters Score -267900.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -267910.375000 Penalty: 4001.150391
	Iteration 26Q: 3 clusters Score -267910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -267916.812500 Penalty: 4001.150391
	Iteration 27Q: 3 clusters Score -267916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -267922.468750 Penalty: 4001.150391
	Iteration 28Q: 3 clusters Score -267922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -267928.843750 Penalty: 4001.150391
	Iteration 29Q: 3 clusters Score -267928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -267935.625000 Penalty: 4001.150391
	Iteration 30Q: 3 clusters Score -267935.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -267944.218750 Penalty: 4001.150391
	Iteration 31Q: 3 clusters Score -267944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -267950.468750 Penalty: 4001.150391
	Iteration 32Q: 3 clusters Score -267950.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -267955.906250 Penalty: 4001.150391
	Iteration 33Q: 3 clusters Score -267955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -267957.218750 Penalty: 4001.150391
	Iteration 34Q: 3 clusters Score -267957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -267958.656250 Penalty: 4001.150391
	Iteration 35Q: 3 clusters Score -267958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -267960.000000 Penalty: 4001.150391
	Iteration 36Q: 3 clusters Score -267960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -267962.375000 Penalty: 4001.150391
	Iteration 37Q: 3 clusters Score -267962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -267963.593750 Penalty: 4001.150391
	Iteration 38Q: 3 clusters Score -267963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -267964.593750 Penalty: 4001.150391
	Iteration 39Q: 3 clusters Score -267964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -267966.406250 Penalty: 4001.150391
	Iteration 40F: 3 clusters Score -267966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -267967.312500 Penalty: 4001.150391
	Iteration 41Q: 3 clusters Score -267967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -267968.781250 Penalty: 4001.150391
	Iteration 42Q: 3 clusters Score -267968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -267970.968750 Penalty: 4001.150391
	Iteration 43Q: 3 clusters Score -267971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -267971.656250 Penalty: 4001.150391
	Iteration 44Q: 3 clusters Score -267971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -267973.625000 Penalty: 4001.150391
	Iteration 45Q: 3 clusters Score -267973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -267974.343750 Penalty: 4001.150391
	Iteration 46Q: 3 clusters Score -267974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -267975.093750 Penalty: 4001.150391
	Iteration 47Q: 3 clusters Score -267975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -267975.937500 Penalty: 4001.150391
	Iteration 48Q: 3 clusters Score -267975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -267976.218750 Penalty: 4001.150391
	Iteration 49Q: 3 clusters Score -267976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -267976.218750 Penalty: 4001.150391
	Iteration 50F: 3 clusters Score -267976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (157119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Entering Unmasked Estep 
Score: -15500772.000000 Penalty: 2967.260254
	Iteration 0F: 2 clusters Score -1.550077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -15395565.000000 Penalty: 5934.520508
	Iteration 0F: 3 clusters Score -1.539556e+07 nChanged 75108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -15439003.000000 Penalty: 5934.520508
	Iteration 1F: 3 clusters Score -1.5439e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -15440074.000000 Penalty: 5934.520508
	Iteration 2Q: 3 clusters Score -1.544007e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -15441655.000000 Penalty: 5934.520508
	Iteration 3Q: 3 clusters Score -1.544166e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -15444016.000000 Penalty: 5934.520508
	Iteration 4Q: 3 clusters Score -1.544402e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -15447753.000000 Penalty: 5934.520508
	Iteration 5Q: 3 clusters Score -1.544775e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -15454146.000000 Penalty: 5934.520508
	Iteration 6F: 3 clusters Score -1.545415e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -15463492.000000 Penalty: 5934.520508
	Iteration 7F: 3 clusters Score -1.546349e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -15474930.000000 Penalty: 5934.520508
	Iteration 8F: 3 clusters Score -1.547493e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -15486000.000000 Penalty: 5934.520508
	Iteration 9F: 3 clusters Score -1.5486e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 134167 members 
Entering Unmasked Estep 
Score: -15494427.000000 Penalty: 5934.520508
	Iteration 10Q: 3 clusters Score -1.549443e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 134694 members 
Entering Unmasked Estep 
Score: -15499578.000000 Penalty: 5934.520508
	Iteration 11Q: 3 clusters Score -1.549958e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -15502489.000000 Penalty: 5934.520508
	Iteration 12Q: 3 clusters Score -1.550249e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -15504111.000000 Penalty: 5934.520508
	Iteration 13Q: 3 clusters Score -1.550411e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 131560 members 
Entering Unmasked Estep 
Score: -15504998.000000 Penalty: 5934.520508
	Iteration 14Q: 3 clusters Score -1.5505e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -15505661.000000 Penalty: 5934.520508
	Iteration 15Q: 3 clusters Score -1.550566e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 129078 members 
Entering Unmasked Estep 
Score: -15506122.000000 Penalty: 5934.520508
	Iteration 16Q: 3 clusters Score -1.550612e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 127933 members 
Entering Unmasked Estep 
Score: -15506486.000000 Penalty: 5934.520508
	Iteration 17Q: 3 clusters Score -1.550649e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 126938 members 
Entering Unmasked Estep 
Score: -15506746.000000 Penalty: 5934.520508
	Iteration 18Q: 3 clusters Score -1.550675e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 126067 members 
Entering Unmasked Estep 
Score: -15506971.000000 Penalty: 5934.520508
	Iteration 19Q: 3 clusters Score -1.550697e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -15507037.000000 Penalty: 5934.520508
	Iteration 20F: 3 clusters Score -1.550704e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -15507084.000000 Penalty: 5934.520508
	Iteration 21Q: 3 clusters Score -1.550708e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -15507244.000000 Penalty: 5934.520508
	Iteration 22Q: 3 clusters Score -1.550724e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -15507309.000000 Penalty: 5934.520508
	Iteration 23Q: 3 clusters Score -1.550731e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -15507306.000000 Penalty: 5934.520508
	Iteration 24Q: 3 clusters Score -1.550731e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
Score: -15507307.000000 Penalty: 5934.520508
	Iteration 25Q: 3 clusters Score -1.550731e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 122802 members 
Entering Unmasked Estep 
Score: -15507336.000000 Penalty: 5934.520508
	Iteration 26Q: 3 clusters Score -1.550734e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -15507393.000000 Penalty: 5934.520508
	Iteration 27Q: 3 clusters Score -1.550739e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 122391 members 
Entering Unmasked Estep 
Score: -15507399.000000 Penalty: 5934.520508
	Iteration 28Q: 3 clusters Score -1.55074e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 122228 members 
Entering Unmasked Estep 
Score: -15507428.000000 Penalty: 5934.520508
	Iteration 29Q: 3 clusters Score -1.550743e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -15507385.000000 Penalty: 5934.520508
	Iteration 30Q: 3 clusters Score -1.550738e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -15507408.000000 Penalty: 5934.520508
	Iteration 31Q: 3 clusters Score -1.550741e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -15507397.000000 Penalty: 5934.520508
	Iteration 32Q: 3 clusters Score -1.55074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -15507412.000000 Penalty: 5934.520508
	Iteration 33Q: 3 clusters Score -1.550741e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -15507421.000000 Penalty: 5934.520508
	Iteration 34Q: 3 clusters Score -1.550742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 121726 members 
Entering Unmasked Estep 
Score: -15507408.000000 Penalty: 5934.520508
	Iteration 35Q: 3 clusters Score -1.550741e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 121692 members 
Entering Unmasked Estep 
Score: -15507407.000000 Penalty: 5934.520508
	Iteration 36Q: 3 clusters Score -1.550741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -15507410.000000 Penalty: 5934.520508
	Iteration 37Q: 3 clusters Score -1.550741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -15507401.000000 Penalty: 5934.520508
	Iteration 38Q: 3 clusters Score -1.55074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 121638 members 
Entering Unmasked Estep 
Score: -15507399.000000 Penalty: 5934.520508
	Iteration 39Q: 3 clusters Score -1.55074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -15507389.000000 Penalty: 5934.520508
	Iteration 40F: 3 clusters Score -1.550739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -15507391.000000 Penalty: 5934.520508
	Iteration 41Q: 3 clusters Score -1.550739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -15507392.000000 Penalty: 5934.520508
	Iteration 42Q: 3 clusters Score -1.550739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 121616 members 
Entering Unmasked Estep 
Score: -15507407.000000 Penalty: 5934.520508
	Iteration 43Q: 3 clusters Score -1.550741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -15507402.000000 Penalty: 5934.520508
	Iteration 44Q: 3 clusters Score -1.55074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -15507403.000000 Penalty: 5934.520508
	Iteration 45Q: 3 clusters Score -1.55074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -15507399.000000 Penalty: 5934.520508
	Iteration 46Q: 3 clusters Score -1.55074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -15507399.000000 Penalty: 5934.520508
	Iteration 47F: 3 clusters Score -1.55074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 121612 members 
Entering Unmasked Estep 
Score: -84131992.000000 Penalty: 187178.921875
Splitting cluster 6 changes total score from -84125024.000000 to -84131992.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 7 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -303644.500000 Penalty: 2005.887207
	Iteration 0F: 2 clusters Score -303644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -300249.562500 Penalty: 4011.774414
	Iteration 0F: 3 clusters Score -300249.6 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -300969.968750 Penalty: 4011.774414
	Iteration 1F: 3 clusters Score -300970 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -301149.718750 Penalty: 4011.774414
	Iteration 2F: 3 clusters Score -301149.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -301236.406250 Penalty: 4011.774414
	Iteration 3Q: 3 clusters Score -301236.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -301279.250000 Penalty: 4011.774414
	Iteration 4Q: 3 clusters Score -301279.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -301323.687500 Penalty: 4011.774414
	Iteration 5Q: 3 clusters Score -301323.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -301376.531250 Penalty: 4011.774414
	Iteration 6Q: 3 clusters Score -301376.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -301439.093750 Penalty: 4011.774414
	Iteration 7Q: 3 clusters Score -301439.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -301488.000000 Penalty: 4011.774414
	Iteration 8Q: 3 clusters Score -301488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -301536.250000 Penalty: 4011.774414
	Iteration 9Q: 3 clusters Score -301536.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -301584.093750 Penalty: 4011.774414
	Iteration 10Q: 3 clusters Score -301584.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -301624.656250 Penalty: 4011.774414
	Iteration 11Q: 3 clusters Score -301624.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301666.875000 Penalty: 4011.774414
	Iteration 12Q: 3 clusters Score -301666.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -301734.562500 Penalty: 4011.774414
	Iteration 13Q: 3 clusters Score -301734.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -301815.625000 Penalty: 4011.774414
	Iteration 14Q: 3 clusters Score -301815.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -301923.968750 Penalty: 4011.774414
	Iteration 15Q: 3 clusters Score -301924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -302059.500000 Penalty: 4011.774414
	Iteration 16Q: 3 clusters Score -302059.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -302246.562500 Penalty: 4011.774414
	Iteration 17Q: 3 clusters Score -302246.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -302622.468750 Penalty: 4011.774414
	Iteration 18Q: 3 clusters Score -302622.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -302976.781250 Penalty: 4011.774414
	Iteration 19Q: 3 clusters Score -302976.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -303160.812500 Penalty: 4011.774414
	Iteration 20F: 3 clusters Score -303160.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -303297.687500 Penalty: 4011.774414
	Iteration 21Q: 3 clusters Score -303297.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -303410.812500 Penalty: 4011.774414
	Iteration 22Q: 3 clusters Score -303410.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -303517.625000 Penalty: 4011.774414
	Iteration 23Q: 3 clusters Score -303517.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -303665.656250 Penalty: 4011.774414
	Iteration 24Q: 3 clusters Score -303665.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -303797.593750 Penalty: 4011.774414
	Iteration 25Q: 3 clusters Score -303797.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -303939.187500 Penalty: 4011.774414
	Iteration 26Q: 3 clusters Score -303939.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -304040.437500 Penalty: 4011.774414
	Iteration 27Q: 3 clusters Score -304040.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -304148.656250 Penalty: 4011.774414
	Iteration 28Q: 3 clusters Score -304148.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -304299.656250 Penalty: 4011.774414
	Iteration 29Q: 3 clusters Score -304299.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -304498.281250 Penalty: 4011.774414
	Iteration 30Q: 3 clusters Score -304498.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -304586.562500 Penalty: 4011.774414
	Iteration 31Q: 3 clusters Score -304586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -304595.250000 Penalty: 4011.774414
	Iteration 32Q: 3 clusters Score -304595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304598.093750 Penalty: 4011.774414
	Iteration 33Q: 3 clusters Score -304598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304598.750000 Penalty: 4011.774414
	Iteration 34Q: 3 clusters Score -304598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304598.750000 Penalty: 4011.774414
	Iteration 35F: 3 clusters Score -304598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 121612 members 
Mstep: Class 56 contains 884 members 
Entering Unmasked Estep 
Score: -84131512.000000 Penalty: 190582.171875
Splitting cluster 7 changes total score from -84125024.000000 to -84131512.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 8 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -71719.289062 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -71719.29 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 422 members 
Entering Unmasked Estep 
Score: -69969.046875 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -69969.05 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70229.460938 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -70229.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70304.312500 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -70304.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70353.085938 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -70353.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70375.289062 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -70375.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70390.203125 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -70390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70396.406250 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -70396.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70397.382812 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -70397.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70399.992188 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -70399.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70406.109375 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -70406.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70418.992188 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -70418.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70440.343750 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -70440.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70450.617188 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -70450.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70453.593750 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -70453.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70457.828125 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -70457.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70467.828125 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -70467.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70478.445312 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -70478.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70490.554688 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -70490.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70505.257812 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -70505.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70516.843750 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -70516.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -70527.070312 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -70527.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -70534.976562 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -70534.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -70559.273438 Penalty: 3329.626465
	Iteration 22Q: 3 clusters Score -70559.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70593.492188 Penalty: 3329.626465
	Iteration 23Q: 3 clusters Score -70593.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70638.789062 Penalty: 3329.626465
	Iteration 24Q: 3 clusters Score -70638.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -70725.468750 Penalty: 3329.626465
	Iteration 25Q: 3 clusters Score -70725.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70795.484375 Penalty: 3329.626465
	Iteration 26Q: 3 clusters Score -70795.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -70870.054688 Penalty: 3329.626465
	Iteration 27Q: 3 clusters Score -70870.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -70938.421875 Penalty: 3329.626465
	Iteration 28Q: 3 clusters Score -70938.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71032.125000 Penalty: 3329.626465
	Iteration 29Q: 3 clusters Score -71032.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -71101.531250 Penalty: 3329.626465
	Iteration 30Q: 3 clusters Score -71101.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71203.312500 Penalty: 3329.626465
	Iteration 31Q: 3 clusters Score -71203.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -71332.531250 Penalty: 3329.626465
	Iteration 32Q: 3 clusters Score -71332.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71476.460938 Penalty: 3329.626465
	Iteration 33Q: 3 clusters Score -71476.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71583.812500 Penalty: 3329.626465
	Iteration 34Q: 3 clusters Score -71583.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71634.562500 Penalty: 3329.626465
	Iteration 35Q: 3 clusters Score -71634.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71684.000000 Penalty: 3329.626465
	Iteration 36Q: 3 clusters Score -71684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71737.125000 Penalty: 3329.626465
	Iteration 37Q: 3 clusters Score -71737.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71776.234375 Penalty: 3329.626465
	Iteration 38Q: 3 clusters Score -71776.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71811.718750 Penalty: 3329.626465
	Iteration 39Q: 3 clusters Score -71811.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71889.242188 Penalty: 3329.626465
	Iteration 40F: 3 clusters Score -71889.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72105.992188 Penalty: 3329.626465
	Iteration 41Q: 3 clusters Score -72105.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72232.390625 Penalty: 3329.626465
	Iteration 42Q: 3 clusters Score -72232.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72249.335938 Penalty: 3329.626465
	Iteration 43Q: 3 clusters Score -72249.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72257.937500 Penalty: 3329.626465
	Iteration 44Q: 3 clusters Score -72257.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72269.351562 Penalty: 3329.626465
	Iteration 45Q: 3 clusters Score -72269.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72285.492188 Penalty: 3329.626465
	Iteration 46Q: 3 clusters Score -72285.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72315.796875 Penalty: 3329.626465
	Iteration 47Q: 3 clusters Score -72315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72344.085938 Penalty: 3329.626465
	Iteration 48Q: 3 clusters Score -72344.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72360.453125 Penalty: 3329.626465
	Iteration 49Q: 3 clusters Score -72360.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72393.851562 Penalty: 3329.626465
	Iteration 50Q: 3 clusters Score -72393.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72426.304688 Penalty: 3329.626465
	Iteration 51Q: 3 clusters Score -72426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72445.062500 Penalty: 3329.626465
	Iteration 52Q: 3 clusters Score -72445.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72449.546875 Penalty: 3329.626465
	Iteration 53Q: 3 clusters Score -72449.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72449.546875 Penalty: 3329.626465
	Iteration 54F: 3 clusters Score -72449.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 566 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 121612 members 
Mstep: Class 56 contains 884 members 
Mstep: Class 57 contains 328 members 
Entering Unmasked Estep 
Score: -84130304.000000 Penalty: 193985.421875
Splitting cluster 8 changes total score from -84125024.000000 to -84130304.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 9 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -346376.875000 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -346376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -342617.000000 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -342617 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -343516.437500 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -343516.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -343822.968750 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -343823 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -344081.000000 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -344081 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -344346.281250 Penalty: 4091.140625
	Iteration 4F: 3 clusters Score -344346.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -344650.937500 Penalty: 4091.140625
	Iteration 5F: 3 clusters Score -344650.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -344873.562500 Penalty: 4091.140625
	Iteration 6F: 3 clusters Score -344873.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -345048.968750 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -345049 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -345185.718750 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -345185.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -345260.781250 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -345260.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -345311.781250 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -345311.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -345349.437500 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -345349.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -345378.375000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -345378.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -345396.687500 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -345396.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -345411.000000 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -345411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -345417.250000 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -345417.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -345424.187500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -345424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -345429.156250 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -345429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -345433.062500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -345433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -345436.625000 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -345436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -345439.250000 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -345439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345441.968750 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -345442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -345444.562500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -345444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -345448.000000 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -345448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -345449.281250 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -345449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -345450.437500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -345450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -345451.375000 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -345451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -345451.906250 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -345451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -345453.468750 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -345453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -345453.968750 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -345454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -345455.312500 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -345455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -345457.656250 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -345457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -345461.406250 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -345461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -345464.375000 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -345464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -345464.562500 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -345464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -345465.281250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -345465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -345466.875000 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -345466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -345469.562500 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -345469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -345471.781250 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -345471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -345474.062500 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -345474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -345476.406250 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -345476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -345477.812500 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -345477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -345479.000000 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -345479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -345479.875000 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -345479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -345480.343750 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -345480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -345480.343750 Penalty: 4091.140625
	Iteration 45F: 3 clusters Score -345480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Entering Unmasked Estep 
Score: -265007.093750 Penalty: 1980.990234
	Iteration 0F: 2 clusters Score -265007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -261843.500000 Penalty: 3961.980469
	Iteration 0F: 3 clusters Score -261843.5 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -262624.531250 Penalty: 3961.980469
	Iteration 1F: 3 clusters Score -262624.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -262842.843750 Penalty: 3961.980469
	Iteration 2F: 3 clusters Score -262842.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -262984.406250 Penalty: 3961.980469
	Iteration 3F: 3 clusters Score -262984.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -263086.718750 Penalty: 3961.980469
	Iteration 4Q: 3 clusters Score -263086.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -263165.062500 Penalty: 3961.980469
	Iteration 5Q: 3 clusters Score -263165.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -263209.687500 Penalty: 3961.980469
	Iteration 6Q: 3 clusters Score -263209.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -263243.875000 Penalty: 3961.980469
	Iteration 7Q: 3 clusters Score -263243.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -263268.312500 Penalty: 3961.980469
	Iteration 8Q: 3 clusters Score -263268.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -263285.000000 Penalty: 3961.980469
	Iteration 9Q: 3 clusters Score -263285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -263304.562500 Penalty: 3961.980469
	Iteration 10Q: 3 clusters Score -263304.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -263321.406250 Penalty: 3961.980469
	Iteration 11Q: 3 clusters Score -263321.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -263344.375000 Penalty: 3961.980469
	Iteration 12Q: 3 clusters Score -263344.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -263368.437500 Penalty: 3961.980469
	Iteration 13Q: 3 clusters Score -263368.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -263383.812500 Penalty: 3961.980469
	Iteration 14Q: 3 clusters Score -263383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -263400.906250 Penalty: 3961.980469
	Iteration 15Q: 3 clusters Score -263400.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -263416.250000 Penalty: 3961.980469
	Iteration 16Q: 3 clusters Score -263416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -263425.656250 Penalty: 3961.980469
	Iteration 17Q: 3 clusters Score -263425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -263430.312500 Penalty: 3961.980469
	Iteration 18Q: 3 clusters Score -263430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263434.000000 Penalty: 3961.980469
	Iteration 19Q: 3 clusters Score -263434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -263439.062500 Penalty: 3961.980469
	Iteration 20F: 3 clusters Score -263439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263442.343750 Penalty: 3961.980469
	Iteration 21Q: 3 clusters Score -263442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -263445.468750 Penalty: 3961.980469
	Iteration 22Q: 3 clusters Score -263445.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -263449.500000 Penalty: 3961.980469
	Iteration 23Q: 3 clusters Score -263449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -263454.406250 Penalty: 3961.980469
	Iteration 24Q: 3 clusters Score -263454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -263460.187500 Penalty: 3961.980469
	Iteration 25Q: 3 clusters Score -263460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -263463.468750 Penalty: 3961.980469
	Iteration 26Q: 3 clusters Score -263463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -263467.031250 Penalty: 3961.980469
	Iteration 27Q: 3 clusters Score -263467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -263471.750000 Penalty: 3961.980469
	Iteration 28Q: 3 clusters Score -263471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -263476.093750 Penalty: 3961.980469
	Iteration 29Q: 3 clusters Score -263476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -263477.468750 Penalty: 3961.980469
	Iteration 30Q: 3 clusters Score -263477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -263478.312500 Penalty: 3961.980469
	Iteration 31Q: 3 clusters Score -263478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -263478.593750 Penalty: 3961.980469
	Iteration 32Q: 3 clusters Score -263478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -263478.593750 Penalty: 3961.980469
	Iteration 33F: 3 clusters Score -263478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Entering Unmasked Estep 
Score: -2788449.500000 Penalty: 2555.568115
	Iteration 0F: 2 clusters Score -2788450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2768164.000000 Penalty: 5111.136230
	Iteration 0F: 3 clusters Score -2768164 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2775808.250000 Penalty: 5111.136230
	Iteration 1F: 3 clusters Score -2775808 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2776672.250000 Penalty: 5111.136230
	Iteration 2F: 3 clusters Score -2776672 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2777649.750000 Penalty: 5111.136230
	Iteration 3F: 3 clusters Score -2777650 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2778768.750000 Penalty: 5111.136230
	Iteration 4F: 3 clusters Score -2778769 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2779960.000000 Penalty: 5111.136230
	Iteration 5F: 3 clusters Score -2779960 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2780959.000000 Penalty: 5111.136230
	Iteration 6F: 3 clusters Score -2780959 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2781716.750000 Penalty: 5111.136230
	Iteration 7Q: 3 clusters Score -2781717 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2782326.000000 Penalty: 5111.136230
	Iteration 8Q: 3 clusters Score -2782326 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2782853.250000 Penalty: 5111.136230
	Iteration 9Q: 3 clusters Score -2782853 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2783376.750000 Penalty: 5111.136230
	Iteration 10Q: 3 clusters Score -2783377 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2783827.250000 Penalty: 5111.136230
	Iteration 11Q: 3 clusters Score -2783827 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2784220.250000 Penalty: 5111.136230
	Iteration 12Q: 3 clusters Score -2784220 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2784539.250000 Penalty: 5111.136230
	Iteration 13Q: 3 clusters Score -2784539 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2784786.000000 Penalty: 5111.136230
	Iteration 14Q: 3 clusters Score -2784786 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2784946.250000 Penalty: 5111.136230
	Iteration 15Q: 3 clusters Score -2784946 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2785030.000000 Penalty: 5111.136230
	Iteration 16Q: 3 clusters Score -2785030 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2785115.500000 Penalty: 5111.136230
	Iteration 17Q: 3 clusters Score -2785116 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2785176.250000 Penalty: 5111.136230
	Iteration 18Q: 3 clusters Score -2785176 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2785225.250000 Penalty: 5111.136230
	Iteration 19Q: 3 clusters Score -2785225 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2785257.250000 Penalty: 5111.136230
	Iteration 20F: 3 clusters Score -2785257 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2785282.500000 Penalty: 5111.136230
	Iteration 21Q: 3 clusters Score -2785282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2785313.750000 Penalty: 5111.136230
	Iteration 22Q: 3 clusters Score -2785314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2785333.000000 Penalty: 5111.136230
	Iteration 23Q: 3 clusters Score -2785333 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2785343.500000 Penalty: 5111.136230
	Iteration 24Q: 3 clusters Score -2785344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2785372.750000 Penalty: 5111.136230
	Iteration 25Q: 3 clusters Score -2785373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2785379.250000 Penalty: 5111.136230
	Iteration 26Q: 3 clusters Score -2785379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2785397.250000 Penalty: 5111.136230
	Iteration 27Q: 3 clusters Score -2785397 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2785413.750000 Penalty: 5111.136230
	Iteration 28Q: 3 clusters Score -2785414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2785435.500000 Penalty: 5111.136230
	Iteration 29Q: 3 clusters Score -2785436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2785460.500000 Penalty: 5111.136230
	Iteration 30Q: 3 clusters Score -2785460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2785486.750000 Penalty: 5111.136230
	Iteration 31Q: 3 clusters Score -2785487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2785507.000000 Penalty: 5111.136230
	Iteration 32Q: 3 clusters Score -2785507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2785533.000000 Penalty: 5111.136230
	Iteration 33Q: 3 clusters Score -2785533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2785553.250000 Penalty: 5111.136230
	Iteration 34Q: 3 clusters Score -2785553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2785572.750000 Penalty: 5111.136230
	Iteration 35Q: 3 clusters Score -2785573 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2785600.500000 Penalty: 5111.136230
	Iteration 36Q: 3 clusters Score -2785600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2785630.000000 Penalty: 5111.136230
	Iteration 37Q: 3 clusters Score -2785630 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2785651.000000 Penalty: 5111.136230
	Iteration 38Q: 3 clusters Score -2785651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2785684.750000 Penalty: 5111.136230
	Iteration 39Q: 3 clusters Score -2785685 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2785723.750000 Penalty: 5111.136230
	Iteration 40F: 3 clusters Score -2785724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2785754.750000 Penalty: 5111.136230
	Iteration 41Q: 3 clusters Score -2785755 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2785772.250000 Penalty: 5111.136230
	Iteration 42Q: 3 clusters Score -2785772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2785798.500000 Penalty: 5111.136230
	Iteration 43Q: 3 clusters Score -2785798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2785820.500000 Penalty: 5111.136230
	Iteration 44Q: 3 clusters Score -2785820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2785832.500000 Penalty: 5111.136230
	Iteration 45Q: 3 clusters Score -2785832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -2785859.750000 Penalty: 5111.136230
	Iteration 46Q: 3 clusters Score -2785860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2785904.000000 Penalty: 5111.136230
	Iteration 47Q: 3 clusters Score -2785904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2785931.000000 Penalty: 5111.136230
	Iteration 48Q: 3 clusters Score -2785931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2785967.000000 Penalty: 5111.136230
	Iteration 49Q: 3 clusters Score -2785967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2785992.000000 Penalty: 5111.136230
	Iteration 50Q: 3 clusters Score -2785992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2786012.250000 Penalty: 5111.136230
	Iteration 51Q: 3 clusters Score -2786012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2786021.500000 Penalty: 5111.136230
	Iteration 52Q: 3 clusters Score -2786022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2786044.000000 Penalty: 5111.136230
	Iteration 53Q: 3 clusters Score -2786044 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -2786071.000000 Penalty: 5111.136230
	Iteration 54Q: 3 clusters Score -2786071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2786081.250000 Penalty: 5111.136230
	Iteration 55Q: 3 clusters Score -2786081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -2786112.000000 Penalty: 5111.136230
	Iteration 56Q: 3 clusters Score -2786112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2786132.250000 Penalty: 5111.136230
	Iteration 57Q: 3 clusters Score -2786132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2786168.500000 Penalty: 5111.136230
	Iteration 58Q: 3 clusters Score -2786168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2786194.750000 Penalty: 5111.136230
	Iteration 59Q: 3 clusters Score -2786195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2786217.500000 Penalty: 5111.136230
	Iteration 60F: 3 clusters Score -2786218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2786236.250000 Penalty: 5111.136230
	Iteration 61Q: 3 clusters Score -2786236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2786252.750000 Penalty: 5111.136230
	Iteration 62Q: 3 clusters Score -2786253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -2786275.500000 Penalty: 5111.136230
	Iteration 63Q: 3 clusters Score -2786276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -2786297.250000 Penalty: 5111.136230
	Iteration 64Q: 3 clusters Score -2786297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -2786307.250000 Penalty: 5111.136230
	Iteration 65Q: 3 clusters Score -2786307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2786320.750000 Penalty: 5111.136230
	Iteration 66Q: 3 clusters Score -2786321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -2786328.750000 Penalty: 5111.136230
	Iteration 67Q: 3 clusters Score -2786329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -2786331.500000 Penalty: 5111.136230
	Iteration 68Q: 3 clusters Score -2786332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -2786342.000000 Penalty: 5111.136230
	Iteration 69Q: 3 clusters Score -2786342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -2786356.750000 Penalty: 5111.136230
	Iteration 70Q: 3 clusters Score -2786357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -2786362.750000 Penalty: 5111.136230
	Iteration 71Q: 3 clusters Score -2786363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -2786378.750000 Penalty: 5111.136230
	Iteration 72Q: 3 clusters Score -2786379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -2786391.250000 Penalty: 5111.136230
	Iteration 73Q: 3 clusters Score -2786391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -2786399.750000 Penalty: 5111.136230
	Iteration 74Q: 3 clusters Score -2786400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -2786411.750000 Penalty: 5111.136230
	Iteration 75Q: 3 clusters Score -2786412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2786409.250000 Penalty: 5111.136230
	Iteration 76Q: 3 clusters Score -2786409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -2786420.250000 Penalty: 5111.136230
	Iteration 77Q: 3 clusters Score -2786420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2786421.000000 Penalty: 5111.136230
	Iteration 78Q: 3 clusters Score -2786421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2786418.250000 Penalty: 5111.136230
	Iteration 79Q: 3 clusters Score -2786418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -2786427.750000 Penalty: 5111.136230
	Iteration 80F: 3 clusters Score -2786428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2786434.750000 Penalty: 5111.136230
	Iteration 81Q: 3 clusters Score -2786435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2786433.500000 Penalty: 5111.136230
	Iteration 82Q: 3 clusters Score -2786434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2786451.500000 Penalty: 5111.136230
	Iteration 83Q: 3 clusters Score -2786452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -2786449.500000 Penalty: 5111.136230
	Iteration 84Q: 3 clusters Score -2786450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -2786452.250000 Penalty: 5111.136230
	Iteration 85Q: 3 clusters Score -2786452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2786457.500000 Penalty: 5111.136230
	Iteration 86Q: 3 clusters Score -2786458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2786465.500000 Penalty: 5111.136230
	Iteration 87Q: 3 clusters Score -2786466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -2786462.000000 Penalty: 5111.136230
	Iteration 88Q: 3 clusters Score -2786462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2786461.000000 Penalty: 5111.136230
	Iteration 89Q: 3 clusters Score -2786461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2786463.750000 Penalty: 5111.136230
	Iteration 90Q: 3 clusters Score -2786464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2786466.000000 Penalty: 5111.136230
	Iteration 91Q: 3 clusters Score -2786466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2786473.000000 Penalty: 5111.136230
	Iteration 92Q: 3 clusters Score -2786473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2786475.750000 Penalty: 5111.136230
	Iteration 93Q: 3 clusters Score -2786476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2786488.250000 Penalty: 5111.136230
	Iteration 94Q: 3 clusters Score -2786488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2786491.000000 Penalty: 5111.136230
	Iteration 95Q: 3 clusters Score -2786491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -2786492.500000 Penalty: 5111.136230
	Iteration 96Q: 3 clusters Score -2786492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -2786501.250000 Penalty: 5111.136230
	Iteration 97Q: 3 clusters Score -2786501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2786505.500000 Penalty: 5111.136230
	Iteration 98Q: 3 clusters Score -2786506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2786514.500000 Penalty: 5111.136230
	Iteration 99Q: 3 clusters Score -2786514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2786526.500000 Penalty: 5111.136230
	Iteration 100F: 3 clusters Score -2786526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2786527.000000 Penalty: 5111.136230
	Iteration 101Q: 3 clusters Score -2786527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2786533.000000 Penalty: 5111.136230
	Iteration 102Q: 3 clusters Score -2786533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2786532.750000 Penalty: 5111.136230
	Iteration 103Q: 3 clusters Score -2786533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2786537.000000 Penalty: 5111.136230
	Iteration 104Q: 3 clusters Score -2786537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -2786543.500000 Penalty: 5111.136230
	Iteration 105Q: 3 clusters Score -2786544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -2786536.750000 Penalty: 5111.136230
	Iteration 106Q: 3 clusters Score -2786537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -2786547.250000 Penalty: 5111.136230
	Iteration 107Q: 3 clusters Score -2786547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2786544.250000 Penalty: 5111.136230
	Iteration 108Q: 3 clusters Score -2786544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -2786547.750000 Penalty: 5111.136230
	Iteration 109Q: 3 clusters Score -2786548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -2786545.750000 Penalty: 5111.136230
	Iteration 110Q: 3 clusters Score -2786546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -2786555.000000 Penalty: 5111.136230
	Iteration 111Q: 3 clusters Score -2786555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -2786553.250000 Penalty: 5111.136230
	Iteration 112Q: 3 clusters Score -2786553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2786556.250000 Penalty: 5111.136230
	Iteration 113Q: 3 clusters Score -2786556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -2786556.500000 Penalty: 5111.136230
	Iteration 114Q: 3 clusters Score -2786556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -2786557.500000 Penalty: 5111.136230
	Iteration 115Q: 3 clusters Score -2786558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -2786555.750000 Penalty: 5111.136230
	Iteration 116Q: 3 clusters Score -2786556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -2786552.750000 Penalty: 5111.136230
	Iteration 117Q: 3 clusters Score -2786553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -2786555.750000 Penalty: 5111.136230
	Iteration 118Q: 3 clusters Score -2786556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2786555.000000 Penalty: 5111.136230
	Iteration 119Q: 3 clusters Score -2786555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -2786556.750000 Penalty: 5111.136230
	Iteration 120F: 3 clusters Score -2786557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2786564.750000 Penalty: 5111.136230
	Iteration 121Q: 3 clusters Score -2786565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -2786562.750000 Penalty: 5111.136230
	Iteration 122Q: 3 clusters Score -2786563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -2786564.250000 Penalty: 5111.136230
	Iteration 123Q: 3 clusters Score -2786564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -2786562.000000 Penalty: 5111.136230
	Iteration 124Q: 3 clusters Score -2786562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -2786562.000000 Penalty: 5111.136230
	Iteration 125F: 3 clusters Score -2786562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -599925.562500 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -599925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -594558.250000 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -594558.2 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -595924.625000 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -595924.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -596254.562500 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -596254.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -596477.500000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -596477.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -596693.000000 Penalty: 4342.611328
	Iteration 4F: 3 clusters Score -596693 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -596936.437500 Penalty: 4342.611328
	Iteration 5F: 3 clusters Score -596936.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -597172.937500 Penalty: 4342.611328
	Iteration 6F: 3 clusters Score -597172.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -597447.812500 Penalty: 4342.611328
	Iteration 7Q: 3 clusters Score -597447.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -597712.937500 Penalty: 4342.611328
	Iteration 8F: 3 clusters Score -597712.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -597895.187500 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -597895.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -598031.875000 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -598031.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -598136.062500 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -598136.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -598212.875000 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -598212.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -598266.875000 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -598266.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -598299.500000 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -598299.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -598322.312500 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -598322.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -598347.750000 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -598347.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -598372.437500 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -598372.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -598386.875000 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -598386.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -598396.312500 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -598396.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -598404.875000 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -598404.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -598413.625000 Penalty: 4342.611328
	Iteration 21Q: 3 clusters Score -598413.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -598421.312500 Penalty: 4342.611328
	Iteration 22Q: 3 clusters Score -598421.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -598426.250000 Penalty: 4342.611328
	Iteration 23Q: 3 clusters Score -598426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -598428.125000 Penalty: 4342.611328
	Iteration 24Q: 3 clusters Score -598428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -598429.375000 Penalty: 4342.611328
	Iteration 25Q: 3 clusters Score -598429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -598429.062500 Penalty: 4342.611328
	Iteration 26Q: 3 clusters Score -598429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -598431.562500 Penalty: 4342.611328
	Iteration 27Q: 3 clusters Score -598431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -598433.875000 Penalty: 4342.611328
	Iteration 28Q: 3 clusters Score -598433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -598435.625000 Penalty: 4342.611328
	Iteration 29Q: 3 clusters Score -598435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -598438.062500 Penalty: 4342.611328
	Iteration 30Q: 3 clusters Score -598438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -598438.937500 Penalty: 4342.611328
	Iteration 31Q: 3 clusters Score -598438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -598440.125000 Penalty: 4342.611328
	Iteration 32Q: 3 clusters Score -598440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -598442.875000 Penalty: 4342.611328
	Iteration 33Q: 3 clusters Score -598442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -598441.250000 Penalty: 4342.611328
	Iteration 34Q: 3 clusters Score -598441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -598442.687500 Penalty: 4342.611328
	Iteration 35Q: 3 clusters Score -598442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -598443.062500 Penalty: 4342.611328
	Iteration 36Q: 3 clusters Score -598443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -598443.437500 Penalty: 4342.611328
	Iteration 37Q: 3 clusters Score -598443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -598442.250000 Penalty: 4342.611328
	Iteration 38Q: 3 clusters Score -598442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -598442.250000 Penalty: 4342.611328
	Iteration 39F: 3 clusters Score -598442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -423313.031250 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -423313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -419022.343750 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -419022.3 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -420195.562500 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -420195.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -420479.750000 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -420479.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -420677.187500 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -420677.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -420834.281250 Penalty: 4185.000000
	Iteration 4Q: 3 clusters Score -420834.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -420939.156250 Penalty: 4185.000000
	Iteration 5Q: 3 clusters Score -420939.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -421015.125000 Penalty: 4185.000000
	Iteration 6Q: 3 clusters Score -421015.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -421068.000000 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -421068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -421108.312500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -421108.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -421143.000000 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -421143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -421169.375000 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -421169.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -421190.250000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -421190.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -421208.468750 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -421208.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -421228.687500 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -421228.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -421243.031250 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -421243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -421255.781250 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -421255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -421266.875000 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -421266.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -421277.250000 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -421277.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -421282.781250 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -421282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -421289.156250 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -421289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -421294.968750 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -421295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -421300.062500 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -421300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -421305.562500 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -421305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -421309.656250 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -421309.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -421315.000000 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -421315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -421319.687500 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -421319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -421323.968750 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -421324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -421329.625000 Penalty: 4185.000000
	Iteration 27Q: 3 clusters Score -421329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -421335.687500 Penalty: 4185.000000
	Iteration 28Q: 3 clusters Score -421335.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -421341.843750 Penalty: 4185.000000
	Iteration 29Q: 3 clusters Score -421341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -421346.906250 Penalty: 4185.000000
	Iteration 30Q: 3 clusters Score -421346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -421354.656250 Penalty: 4185.000000
	Iteration 31Q: 3 clusters Score -421354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -421361.562500 Penalty: 4185.000000
	Iteration 32Q: 3 clusters Score -421361.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -421371.937500 Penalty: 4185.000000
	Iteration 33Q: 3 clusters Score -421371.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -421381.843750 Penalty: 4185.000000
	Iteration 34Q: 3 clusters Score -421381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -421393.656250 Penalty: 4185.000000
	Iteration 35Q: 3 clusters Score -421393.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -421410.562500 Penalty: 4185.000000
	Iteration 36Q: 3 clusters Score -421410.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -421429.062500 Penalty: 4185.000000
	Iteration 37Q: 3 clusters Score -421429.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -421447.843750 Penalty: 4185.000000
	Iteration 38Q: 3 clusters Score -421447.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -421466.468750 Penalty: 4185.000000
	Iteration 39Q: 3 clusters Score -421466.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -421488.000000 Penalty: 4185.000000
	Iteration 40F: 3 clusters Score -421488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421515.468750 Penalty: 4185.000000
	Iteration 41Q: 3 clusters Score -421515.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -421536.625000 Penalty: 4185.000000
	Iteration 42Q: 3 clusters Score -421536.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -421561.000000 Penalty: 4185.000000
	Iteration 43Q: 3 clusters Score -421561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -421577.187500 Penalty: 4185.000000
	Iteration 44Q: 3 clusters Score -421577.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -421589.406250 Penalty: 4185.000000
	Iteration 45Q: 3 clusters Score -421589.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -421599.000000 Penalty: 4185.000000
	Iteration 46Q: 3 clusters Score -421599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -421605.187500 Penalty: 4185.000000
	Iteration 47Q: 3 clusters Score -421605.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -421612.468750 Penalty: 4185.000000
	Iteration 48Q: 3 clusters Score -421612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -421614.718750 Penalty: 4185.000000
	Iteration 49Q: 3 clusters Score -421614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -421616.250000 Penalty: 4185.000000
	Iteration 50Q: 3 clusters Score -421616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -421618.281250 Penalty: 4185.000000
	Iteration 51Q: 3 clusters Score -421618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -421618.125000 Penalty: 4185.000000
	Iteration 52Q: 3 clusters Score -421618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421621.000000 Penalty: 4185.000000
	Iteration 53Q: 3 clusters Score -421621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -421621.937500 Penalty: 4185.000000
	Iteration 54Q: 3 clusters Score -421621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -421624.625000 Penalty: 4185.000000
	Iteration 55Q: 3 clusters Score -421624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -421626.968750 Penalty: 4185.000000
	Iteration 56Q: 3 clusters Score -421627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421629.750000 Penalty: 4185.000000
	Iteration 57Q: 3 clusters Score -421629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -421630.187500 Penalty: 4185.000000
	Iteration 58Q: 3 clusters Score -421630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -421630.468750 Penalty: 4185.000000
	Iteration 59Q: 3 clusters Score -421630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -421631.906250 Penalty: 4185.000000
	Iteration 60F: 3 clusters Score -421631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -421632.406250 Penalty: 4185.000000
	Iteration 61Q: 3 clusters Score -421632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -421632.406250 Penalty: 4185.000000
	Iteration 62F: 3 clusters Score -421632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -314959.812500 Penalty: 2022.458618
	Iteration 0F: 2 clusters Score -314959.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -311418.937500 Penalty: 4044.917236
	Iteration 0F: 3 clusters Score -311418.9 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -312330.500000 Penalty: 4044.917236
	Iteration 1F: 3 clusters Score -312330.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -312632.593750 Penalty: 4044.917236
	Iteration 2F: 3 clusters Score -312632.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -312854.312500 Penalty: 4044.917236
	Iteration 3F: 3 clusters Score -312854.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -313056.781250 Penalty: 4044.917236
	Iteration 4F: 3 clusters Score -313056.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -313239.875000 Penalty: 4044.917236
	Iteration 5F: 3 clusters Score -313239.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -313434.281250 Penalty: 4044.917236
	Iteration 6F: 3 clusters Score -313434.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -313611.718750 Penalty: 4044.917236
	Iteration 7Q: 3 clusters Score -313611.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -313809.625000 Penalty: 4044.917236
	Iteration 8Q: 3 clusters Score -313809.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -313947.500000 Penalty: 4044.917236
	Iteration 9Q: 3 clusters Score -313947.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -314031.343750 Penalty: 4044.917236
	Iteration 10Q: 3 clusters Score -314031.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -314079.968750 Penalty: 4044.917236
	Iteration 11Q: 3 clusters Score -314080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -314102.593750 Penalty: 4044.917236
	Iteration 12Q: 3 clusters Score -314102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -314117.468750 Penalty: 4044.917236
	Iteration 13Q: 3 clusters Score -314117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -314132.812500 Penalty: 4044.917236
	Iteration 14Q: 3 clusters Score -314132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -314140.656250 Penalty: 4044.917236
	Iteration 15Q: 3 clusters Score -314140.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -314144.406250 Penalty: 4044.917236
	Iteration 16Q: 3 clusters Score -314144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -314150.281250 Penalty: 4044.917236
	Iteration 17Q: 3 clusters Score -314150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -314155.750000 Penalty: 4044.917236
	Iteration 18Q: 3 clusters Score -314155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -314161.531250 Penalty: 4044.917236
	Iteration 19Q: 3 clusters Score -314161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -314169.531250 Penalty: 4044.917236
	Iteration 20F: 3 clusters Score -314169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -314175.062500 Penalty: 4044.917236
	Iteration 21Q: 3 clusters Score -314175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -314180.031250 Penalty: 4044.917236
	Iteration 22Q: 3 clusters Score -314180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -314181.625000 Penalty: 4044.917236
	Iteration 23Q: 3 clusters Score -314181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -314183.750000 Penalty: 4044.917236
	Iteration 24Q: 3 clusters Score -314183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -314184.406250 Penalty: 4044.917236
	Iteration 25Q: 3 clusters Score -314184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -314187.156250 Penalty: 4044.917236
	Iteration 26Q: 3 clusters Score -314187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -314189.343750 Penalty: 4044.917236
	Iteration 27Q: 3 clusters Score -314189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -314191.687500 Penalty: 4044.917236
	Iteration 28Q: 3 clusters Score -314191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -314193.187500 Penalty: 4044.917236
	Iteration 29Q: 3 clusters Score -314193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -314194.906250 Penalty: 4044.917236
	Iteration 30Q: 3 clusters Score -314194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -314194.906250 Penalty: 4044.917236
	Iteration 31F: 3 clusters Score -314194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Entering Unmasked Estep 
Score: -1322106.500000 Penalty: 2352.697510
	Iteration 0F: 2 clusters Score -1322106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1312293.750000 Penalty: 4705.395020
	Iteration 0F: 3 clusters Score -1312294 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1315436.375000 Penalty: 4705.395020
	Iteration 1F: 3 clusters Score -1315436 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1315719.750000 Penalty: 4705.395020
	Iteration 2F: 3 clusters Score -1315720 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1315967.750000 Penalty: 4705.395020
	Iteration 3Q: 3 clusters Score -1315968 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1316175.625000 Penalty: 4705.395020
	Iteration 4Q: 3 clusters Score -1316176 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1316395.125000 Penalty: 4705.395020
	Iteration 5Q: 3 clusters Score -1316395 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1316677.875000 Penalty: 4705.395020
	Iteration 6Q: 3 clusters Score -1316678 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1317069.500000 Penalty: 4705.395020
	Iteration 7Q: 3 clusters Score -1317070 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1317582.000000 Penalty: 4705.395020
	Iteration 8F: 3 clusters Score -1317582 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1318174.250000 Penalty: 4705.395020
	Iteration 9F: 3 clusters Score -1318174 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1318751.500000 Penalty: 4705.395020
	Iteration 10F: 3 clusters Score -1318752 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1319212.625000 Penalty: 4705.395020
	Iteration 11Q: 3 clusters Score -1319213 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1319495.000000 Penalty: 4705.395020
	Iteration 12Q: 3 clusters Score -1319495 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1319680.125000 Penalty: 4705.395020
	Iteration 13Q: 3 clusters Score -1319680 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1319806.250000 Penalty: 4705.395020
	Iteration 14Q: 3 clusters Score -1319806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1319867.250000 Penalty: 4705.395020
	Iteration 15Q: 3 clusters Score -1319867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1319900.750000 Penalty: 4705.395020
	Iteration 16Q: 3 clusters Score -1319901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1319929.625000 Penalty: 4705.395020
	Iteration 17Q: 3 clusters Score -1319930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1319949.250000 Penalty: 4705.395020
	Iteration 18Q: 3 clusters Score -1319949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1319969.625000 Penalty: 4705.395020
	Iteration 19Q: 3 clusters Score -1319970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1319980.125000 Penalty: 4705.395020
	Iteration 20F: 3 clusters Score -1319980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1319987.875000 Penalty: 4705.395020
	Iteration 21Q: 3 clusters Score -1319988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1319991.500000 Penalty: 4705.395020
	Iteration 22Q: 3 clusters Score -1319992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1320000.625000 Penalty: 4705.395020
	Iteration 23Q: 3 clusters Score -1320001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1320006.625000 Penalty: 4705.395020
	Iteration 24Q: 3 clusters Score -1320007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1320013.500000 Penalty: 4705.395020
	Iteration 25Q: 3 clusters Score -1320014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1320018.750000 Penalty: 4705.395020
	Iteration 26Q: 3 clusters Score -1320019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1320026.500000 Penalty: 4705.395020
	Iteration 27Q: 3 clusters Score -1320026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1320029.375000 Penalty: 4705.395020
	Iteration 28Q: 3 clusters Score -1320029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1320033.375000 Penalty: 4705.395020
	Iteration 29Q: 3 clusters Score -1320033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1320038.625000 Penalty: 4705.395020
	Iteration 30Q: 3 clusters Score -1320039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1320041.750000 Penalty: 4705.395020
	Iteration 31Q: 3 clusters Score -1320042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1320051.375000 Penalty: 4705.395020
	Iteration 32Q: 3 clusters Score -1320051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1320054.375000 Penalty: 4705.395020
	Iteration 33Q: 3 clusters Score -1320054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1320057.125000 Penalty: 4705.395020
	Iteration 34Q: 3 clusters Score -1320057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1320058.625000 Penalty: 4705.395020
	Iteration 35Q: 3 clusters Score -1320059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1320063.125000 Penalty: 4705.395020
	Iteration 36Q: 3 clusters Score -1320063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1320065.375000 Penalty: 4705.395020
	Iteration 37Q: 3 clusters Score -1320065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1320068.625000 Penalty: 4705.395020
	Iteration 38Q: 3 clusters Score -1320069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1320077.250000 Penalty: 4705.395020
	Iteration 39Q: 3 clusters Score -1320077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1320075.125000 Penalty: 4705.395020
	Iteration 40F: 3 clusters Score -1320075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1320078.000000 Penalty: 4705.395020
	Iteration 41Q: 3 clusters Score -1320078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1320078.125000 Penalty: 4705.395020
	Iteration 42Q: 3 clusters Score -1320078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1320078.500000 Penalty: 4705.395020
	Iteration 43Q: 3 clusters Score -1320078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1320077.875000 Penalty: 4705.395020
	Iteration 44Q: 3 clusters Score -1320078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1320080.500000 Penalty: 4705.395020
	Iteration 45Q: 3 clusters Score -1320080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1320079.750000 Penalty: 4705.395020
	Iteration 46Q: 3 clusters Score -1320080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1320080.250000 Penalty: 4705.395020
	Iteration 47Q: 3 clusters Score -1320080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1320080.875000 Penalty: 4705.395020
	Iteration 48Q: 3 clusters Score -1320081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1320082.375000 Penalty: 4705.395020
	Iteration 49Q: 3 clusters Score -1320082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1320086.000000 Penalty: 4705.395020
	Iteration 50Q: 3 clusters Score -1320086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1320085.375000 Penalty: 4705.395020
	Iteration 51Q: 3 clusters Score -1320085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1320084.625000 Penalty: 4705.395020
	Iteration 52Q: 3 clusters Score -1320085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1320088.000000 Penalty: 4705.395020
	Iteration 53Q: 3 clusters Score -1320088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1320088.000000 Penalty: 4705.395020
	Iteration 54F: 3 clusters Score -1320088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -149893.218750 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -149893.2 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: -147391.562500 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -147391.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147876.484375 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -147876.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -148030.578125 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -148030.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -148147.984375 Penalty: 3732.449951
	Iteration 3F: 3 clusters Score -148148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148239.421875 Penalty: 3732.449951
	Iteration 4Q: 3 clusters Score -148239.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148303.265625 Penalty: 3732.449951
	Iteration 5Q: 3 clusters Score -148303.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -148365.890625 Penalty: 3732.449951
	Iteration 6Q: 3 clusters Score -148365.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148421.015625 Penalty: 3732.449951
	Iteration 7Q: 3 clusters Score -148421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -148469.671875 Penalty: 3732.449951
	Iteration 8Q: 3 clusters Score -148469.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -148498.312500 Penalty: 3732.449951
	Iteration 9Q: 3 clusters Score -148498.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -148521.343750 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -148521.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -148547.812500 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -148547.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -148582.031250 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -148582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -148608.312500 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -148608.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -148624.812500 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -148624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -148636.859375 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -148636.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -148643.828125 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -148643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -148656.281250 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -148656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -148673.562500 Penalty: 3732.449951
	Iteration 18Q: 3 clusters Score -148673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148686.312500 Penalty: 3732.449951
	Iteration 19Q: 3 clusters Score -148686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -148699.765625 Penalty: 3732.449951
	Iteration 20F: 3 clusters Score -148699.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -148719.156250 Penalty: 3732.449951
	Iteration 21Q: 3 clusters Score -148719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -148746.843750 Penalty: 3732.449951
	Iteration 22Q: 3 clusters Score -148746.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -148772.093750 Penalty: 3732.449951
	Iteration 23Q: 3 clusters Score -148772.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -148800.156250 Penalty: 3732.449951
	Iteration 24Q: 3 clusters Score -148800.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -148824.750000 Penalty: 3732.449951
	Iteration 25Q: 3 clusters Score -148824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -148845.109375 Penalty: 3732.449951
	Iteration 26Q: 3 clusters Score -148845.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -148859.093750 Penalty: 3732.449951
	Iteration 27Q: 3 clusters Score -148859.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -148878.812500 Penalty: 3732.449951
	Iteration 28Q: 3 clusters Score -148878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -148893.421875 Penalty: 3732.449951
	Iteration 29Q: 3 clusters Score -148893.4 nChanged 15
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: -148910.968750 Penalty: 3732.449951
	Iteration 30Q: 3 clusters Score -148911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -148926.640625 Penalty: 3732.449951
	Iteration 31Q: 3 clusters Score -148926.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -148939.281250 Penalty: 3732.449951
	Iteration 32Q: 3 clusters Score -148939.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -148953.718750 Penalty: 3732.449951
	Iteration 33Q: 3 clusters Score -148953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -148968.484375 Penalty: 3732.449951
	Iteration 34Q: 3 clusters Score -148968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -148979.312500 Penalty: 3732.449951
	Iteration 35Q: 3 clusters Score -148979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -148989.140625 Penalty: 3732.449951
	Iteration 36Q: 3 clusters Score -148989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -148998.187500 Penalty: 3732.449951
	Iteration 37Q: 3 clusters Score -148998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -149017.171875 Penalty: 3732.449951
	Iteration 38Q: 3 clusters Score -149017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -149038.515625 Penalty: 3732.449951
	Iteration 39Q: 3 clusters Score -149038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -149058.968750 Penalty: 3732.449951
	Iteration 40F: 3 clusters Score -149059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -149075.656250 Penalty: 3732.449951
	Iteration 41Q: 3 clusters Score -149075.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -149094.015625 Penalty: 3732.449951
	Iteration 42Q: 3 clusters Score -149094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -149103.531250 Penalty: 3732.449951
	Iteration 43Q: 3 clusters Score -149103.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -149111.031250 Penalty: 3732.449951
	Iteration 44Q: 3 clusters Score -149111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -149116.625000 Penalty: 3732.449951
	Iteration 45Q: 3 clusters Score -149116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -149121.984375 Penalty: 3732.449951
	Iteration 46Q: 3 clusters Score -149122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -149124.187500 Penalty: 3732.449951
	Iteration 47Q: 3 clusters Score -149124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -149124.531250 Penalty: 3732.449951
	Iteration 48Q: 3 clusters Score -149124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -149124.531250 Penalty: 3732.449951
	Iteration 49F: 3 clusters Score -149124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -334826.687500 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -334826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331299.531250 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -331299.5 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -332183.468750 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -332183.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -332537.750000 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -332537.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -332944.531250 Penalty: 4048.324951
	Iteration 3F: 3 clusters Score -332944.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -333303.593750 Penalty: 4048.324951
	Iteration 4F: 3 clusters Score -333303.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -333620.625000 Penalty: 4048.324951
	Iteration 5F: 3 clusters Score -333620.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -333847.312500 Penalty: 4048.324951
	Iteration 6F: 3 clusters Score -333847.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -333953.218750 Penalty: 4048.324951
	Iteration 7Q: 3 clusters Score -333953.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -333992.718750 Penalty: 4048.324951
	Iteration 8Q: 3 clusters Score -333992.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -334010.718750 Penalty: 4048.324951
	Iteration 9Q: 3 clusters Score -334010.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -334017.625000 Penalty: 4048.324951
	Iteration 10Q: 3 clusters Score -334017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -334020.812500 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -334020.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -334023.093750 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -334023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -334026.187500 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -334026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -334030.250000 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -334030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -334031.843750 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -334031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -334031.843750 Penalty: 4048.324951
	Iteration 16F: 3 clusters Score -334031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -766377.375000 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -766377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -760066.250000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -760066.2 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -761754.250000 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -761754.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -762007.812500 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -762007.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -762186.625000 Penalty: 4446.806152
	Iteration 3Q: 3 clusters Score -762186.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -762350.937500 Penalty: 4446.806152
	Iteration 4Q: 3 clusters Score -762350.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -762503.312500 Penalty: 4446.806152
	Iteration 5Q: 3 clusters Score -762503.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -762650.500000 Penalty: 4446.806152
	Iteration 6Q: 3 clusters Score -762650.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -762792.625000 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -762792.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -762965.750000 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -762965.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -763133.500000 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -763133.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -763315.437500 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -763315.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -763484.125000 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -763484.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -763622.187500 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -763622.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -763753.625000 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -763753.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -763863.375000 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -763863.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -763952.437500 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -763952.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -764028.312500 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -764028.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -764084.625000 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -764084.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -764135.062500 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -764135.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -764179.250000 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -764179.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -764223.000000 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -764223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -764242.625000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -764242.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -764264.937500 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -764264.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -764279.437500 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -764279.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -764289.562500 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -764289.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -764292.562500 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -764292.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -764298.562500 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -764298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -764303.250000 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -764303.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -764306.750000 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -764306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -764310.312500 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -764310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -764311.750000 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -764311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -764318.312500 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -764318.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -764323.625000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -764323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -764328.250000 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -764328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -764330.125000 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -764330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -764331.750000 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -764331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -764333.000000 Penalty: 4446.806152
	Iteration 36Q: 3 clusters Score -764333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -764336.812500 Penalty: 4446.806152
	Iteration 37Q: 3 clusters Score -764336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -764339.500000 Penalty: 4446.806152
	Iteration 38Q: 3 clusters Score -764339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -764341.750000 Penalty: 4446.806152
	Iteration 39Q: 3 clusters Score -764341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -764344.187500 Penalty: 4446.806152
	Iteration 40F: 3 clusters Score -764344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -764349.250000 Penalty: 4446.806152
	Iteration 41Q: 3 clusters Score -764349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -764355.000000 Penalty: 4446.806152
	Iteration 42Q: 3 clusters Score -764355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -764358.687500 Penalty: 4446.806152
	Iteration 43Q: 3 clusters Score -764358.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -764362.937500 Penalty: 4446.806152
	Iteration 44Q: 3 clusters Score -764362.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -764368.312500 Penalty: 4446.806152
	Iteration 45Q: 3 clusters Score -764368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -764369.000000 Penalty: 4446.806152
	Iteration 46Q: 3 clusters Score -764369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -764367.750000 Penalty: 4446.806152
	Iteration 47Q: 3 clusters Score -764367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -764370.687500 Penalty: 4446.806152
	Iteration 48Q: 3 clusters Score -764370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -764373.687500 Penalty: 4446.806152
	Iteration 49Q: 3 clusters Score -764373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -764376.500000 Penalty: 4446.806152
	Iteration 50Q: 3 clusters Score -764376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -764378.062500 Penalty: 4446.806152
	Iteration 51Q: 3 clusters Score -764378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -764380.500000 Penalty: 4446.806152
	Iteration 52Q: 3 clusters Score -764380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -764382.750000 Penalty: 4446.806152
	Iteration 53Q: 3 clusters Score -764382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -764383.125000 Penalty: 4446.806152
	Iteration 54Q: 3 clusters Score -764383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -764382.750000 Penalty: 4446.806152
	Iteration 55Q: 3 clusters Score -764382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -764382.750000 Penalty: 4446.806152
	Iteration 56F: 3 clusters Score -764382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Entering Unmasked Estep 
Score: -1917141.000000 Penalty: 2446.843506
	Iteration 0F: 2 clusters Score -1917141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1903553.000000 Penalty: 4893.687012
	Iteration 0F: 3 clusters Score -1903553 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1908085.250000 Penalty: 4893.687012
	Iteration 1F: 3 clusters Score -1908085 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1908446.875000 Penalty: 4893.687012
	Iteration 2F: 3 clusters Score -1908447 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1908791.375000 Penalty: 4893.687012
	Iteration 3Q: 3 clusters Score -1908791 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1909124.000000 Penalty: 4893.687012
	Iteration 4Q: 3 clusters Score -1909124 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1909487.875000 Penalty: 4893.687012
	Iteration 5Q: 3 clusters Score -1909488 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1909977.000000 Penalty: 4893.687012
	Iteration 6Q: 3 clusters Score -1909977 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1910630.875000 Penalty: 4893.687012
	Iteration 7F: 3 clusters Score -1910631 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1911478.875000 Penalty: 4893.687012
	Iteration 8F: 3 clusters Score -1911479 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1912381.500000 Penalty: 4893.687012
	Iteration 9F: 3 clusters Score -1912382 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1913187.875000 Penalty: 4893.687012
	Iteration 10Q: 3 clusters Score -1913188 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1913883.000000 Penalty: 4893.687012
	Iteration 11Q: 3 clusters Score -1913883 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1914374.250000 Penalty: 4893.687012
	Iteration 12Q: 3 clusters Score -1914374 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1914606.500000 Penalty: 4893.687012
	Iteration 13Q: 3 clusters Score -1914606 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1914746.250000 Penalty: 4893.687012
	Iteration 14Q: 3 clusters Score -1914746 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1914830.625000 Penalty: 4893.687012
	Iteration 15Q: 3 clusters Score -1914831 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1914912.750000 Penalty: 4893.687012
	Iteration 16Q: 3 clusters Score -1914913 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1914968.125000 Penalty: 4893.687012
	Iteration 17Q: 3 clusters Score -1914968 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1915029.750000 Penalty: 4893.687012
	Iteration 18Q: 3 clusters Score -1915030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1915075.500000 Penalty: 4893.687012
	Iteration 19Q: 3 clusters Score -1915076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1915141.375000 Penalty: 4893.687012
	Iteration 20F: 3 clusters Score -1915141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1915187.875000 Penalty: 4893.687012
	Iteration 21Q: 3 clusters Score -1915188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1915225.875000 Penalty: 4893.687012
	Iteration 22Q: 3 clusters Score -1915226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1915270.250000 Penalty: 4893.687012
	Iteration 23Q: 3 clusters Score -1915270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1915314.750000 Penalty: 4893.687012
	Iteration 24Q: 3 clusters Score -1915315 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1915356.375000 Penalty: 4893.687012
	Iteration 25Q: 3 clusters Score -1915356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1915399.125000 Penalty: 4893.687012
	Iteration 26Q: 3 clusters Score -1915399 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1915451.625000 Penalty: 4893.687012
	Iteration 27Q: 3 clusters Score -1915452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1915501.250000 Penalty: 4893.687012
	Iteration 28Q: 3 clusters Score -1915501 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1915554.125000 Penalty: 4893.687012
	Iteration 29Q: 3 clusters Score -1915554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1915593.875000 Penalty: 4893.687012
	Iteration 30Q: 3 clusters Score -1915594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1915629.250000 Penalty: 4893.687012
	Iteration 31Q: 3 clusters Score -1915629 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1915665.375000 Penalty: 4893.687012
	Iteration 32Q: 3 clusters Score -1915665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1915693.000000 Penalty: 4893.687012
	Iteration 33Q: 3 clusters Score -1915693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1915711.125000 Penalty: 4893.687012
	Iteration 34Q: 3 clusters Score -1915711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1915739.875000 Penalty: 4893.687012
	Iteration 35Q: 3 clusters Score -1915740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1915754.250000 Penalty: 4893.687012
	Iteration 36Q: 3 clusters Score -1915754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1915762.375000 Penalty: 4893.687012
	Iteration 37Q: 3 clusters Score -1915762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1915770.375000 Penalty: 4893.687012
	Iteration 38Q: 3 clusters Score -1915770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1915783.000000 Penalty: 4893.687012
	Iteration 39Q: 3 clusters Score -1915783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1915795.250000 Penalty: 4893.687012
	Iteration 40F: 3 clusters Score -1915795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1915812.500000 Penalty: 4893.687012
	Iteration 41Q: 3 clusters Score -1915812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1915821.250000 Penalty: 4893.687012
	Iteration 42Q: 3 clusters Score -1915821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1915828.375000 Penalty: 4893.687012
	Iteration 43Q: 3 clusters Score -1915828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1915835.250000 Penalty: 4893.687012
	Iteration 44Q: 3 clusters Score -1915835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1915843.000000 Penalty: 4893.687012
	Iteration 45Q: 3 clusters Score -1915843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1915848.750000 Penalty: 4893.687012
	Iteration 46Q: 3 clusters Score -1915849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1915848.125000 Penalty: 4893.687012
	Iteration 47Q: 3 clusters Score -1915848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1915848.750000 Penalty: 4893.687012
	Iteration 48Q: 3 clusters Score -1915849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1915852.125000 Penalty: 4893.687012
	Iteration 49Q: 3 clusters Score -1915852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1915854.250000 Penalty: 4893.687012
	Iteration 50Q: 3 clusters Score -1915854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1915853.125000 Penalty: 4893.687012
	Iteration 51Q: 3 clusters Score -1915853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1915853.625000 Penalty: 4893.687012
	Iteration 52Q: 3 clusters Score -1915854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1915856.500000 Penalty: 4893.687012
	Iteration 53Q: 3 clusters Score -1915856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1915856.875000 Penalty: 4893.687012
	Iteration 54Q: 3 clusters Score -1915857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1915862.000000 Penalty: 4893.687012
	Iteration 55Q: 3 clusters Score -1915862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1915858.500000 Penalty: 4893.687012
	Iteration 56Q: 3 clusters Score -1915858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1915861.125000 Penalty: 4893.687012
	Iteration 57Q: 3 clusters Score -1915861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1915865.625000 Penalty: 4893.687012
	Iteration 58Q: 3 clusters Score -1915866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1915864.875000 Penalty: 4893.687012
	Iteration 59Q: 3 clusters Score -1915865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1915864.250000 Penalty: 4893.687012
	Iteration 60F: 3 clusters Score -1915864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1915862.250000 Penalty: 4893.687012
	Iteration 61Q: 3 clusters Score -1915862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1915863.375000 Penalty: 4893.687012
	Iteration 62Q: 3 clusters Score -1915863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1915861.500000 Penalty: 4893.687012
	Iteration 63Q: 3 clusters Score -1915862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1915863.250000 Penalty: 4893.687012
	Iteration 64Q: 3 clusters Score -1915863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1915860.500000 Penalty: 4893.687012
	Iteration 65Q: 3 clusters Score -1915860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1915861.125000 Penalty: 4893.687012
	Iteration 66Q: 3 clusters Score -1915861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1915862.875000 Penalty: 4893.687012
	Iteration 67Q: 3 clusters Score -1915863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1915863.625000 Penalty: 4893.687012
	Iteration 68Q: 3 clusters Score -1915864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1915863.625000 Penalty: 4893.687012
	Iteration 69F: 3 clusters Score -1915864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -418053.687500 Penalty: 2119.594482
	Iteration 0F: 2 clusters Score -418053.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -413445.531250 Penalty: 4239.188965
	Iteration 0F: 3 clusters Score -413445.5 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -414604.593750 Penalty: 4239.188965
	Iteration 1F: 3 clusters Score -414604.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -414953.812500 Penalty: 4239.188965
	Iteration 2F: 3 clusters Score -414953.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -415230.062500 Penalty: 4239.188965
	Iteration 3F: 3 clusters Score -415230.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -415440.187500 Penalty: 4239.188965
	Iteration 4F: 3 clusters Score -415440.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -415615.812500 Penalty: 4239.188965
	Iteration 5Q: 3 clusters Score -415615.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -415789.812500 Penalty: 4239.188965
	Iteration 6Q: 3 clusters Score -415789.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -415962.875000 Penalty: 4239.188965
	Iteration 7Q: 3 clusters Score -415962.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -416140.718750 Penalty: 4239.188965
	Iteration 8Q: 3 clusters Score -416140.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -416315.718750 Penalty: 4239.188965
	Iteration 9Q: 3 clusters Score -416315.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -416463.656250 Penalty: 4239.188965
	Iteration 10Q: 3 clusters Score -416463.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -416609.312500 Penalty: 4239.188965
	Iteration 11Q: 3 clusters Score -416609.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -416714.906250 Penalty: 4239.188965
	Iteration 12Q: 3 clusters Score -416714.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -416803.968750 Penalty: 4239.188965
	Iteration 13Q: 3 clusters Score -416804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -416901.937500 Penalty: 4239.188965
	Iteration 14Q: 3 clusters Score -416901.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -416982.875000 Penalty: 4239.188965
	Iteration 15Q: 3 clusters Score -416982.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -417035.593750 Penalty: 4239.188965
	Iteration 16Q: 3 clusters Score -417035.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -417065.843750 Penalty: 4239.188965
	Iteration 17Q: 3 clusters Score -417065.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -417081.625000 Penalty: 4239.188965
	Iteration 18Q: 3 clusters Score -417081.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -417096.500000 Penalty: 4239.188965
	Iteration 19Q: 3 clusters Score -417096.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -417110.343750 Penalty: 4239.188965
	Iteration 20F: 3 clusters Score -417110.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -417119.625000 Penalty: 4239.188965
	Iteration 21Q: 3 clusters Score -417119.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -417123.562500 Penalty: 4239.188965
	Iteration 22Q: 3 clusters Score -417123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -417128.125000 Penalty: 4239.188965
	Iteration 23Q: 3 clusters Score -417128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -417130.687500 Penalty: 4239.188965
	Iteration 24Q: 3 clusters Score -417130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -417135.000000 Penalty: 4239.188965
	Iteration 25Q: 3 clusters Score -417135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -417137.593750 Penalty: 4239.188965
	Iteration 26Q: 3 clusters Score -417137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -417141.593750 Penalty: 4239.188965
	Iteration 27Q: 3 clusters Score -417141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -417144.906250 Penalty: 4239.188965
	Iteration 28Q: 3 clusters Score -417144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -417147.500000 Penalty: 4239.188965
	Iteration 29Q: 3 clusters Score -417147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -417148.750000 Penalty: 4239.188965
	Iteration 30Q: 3 clusters Score -417148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -417148.156250 Penalty: 4239.188965
	Iteration 31Q: 3 clusters Score -417148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -417148.156250 Penalty: 4239.188965
	Iteration 32F: 3 clusters Score -417148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Entering Unmasked Estep 
Score: -5527411.500000 Penalty: 2718.732422
	Iteration 0F: 2 clusters Score -5527412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5488692.000000 Penalty: 5437.464844
	Iteration 0F: 3 clusters Score -5488692 nChanged 26764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5503868.000000 Penalty: 5437.464844
	Iteration 1F: 3 clusters Score -5503868 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5504869.500000 Penalty: 5437.464844
	Iteration 2Q: 3 clusters Score -5504870 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5505950.500000 Penalty: 5437.464844
	Iteration 3Q: 3 clusters Score -5505950 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5507006.500000 Penalty: 5437.464844
	Iteration 4Q: 3 clusters Score -5507006 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5507963.500000 Penalty: 5437.464844
	Iteration 5Q: 3 clusters Score -5507964 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5508891.500000 Penalty: 5437.464844
	Iteration 6Q: 3 clusters Score -5508892 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5509794.500000 Penalty: 5437.464844
	Iteration 7Q: 3 clusters Score -5509794 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5510861.500000 Penalty: 5437.464844
	Iteration 8Q: 3 clusters Score -5510862 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -5512022.000000 Penalty: 5437.464844
	Iteration 9Q: 3 clusters Score -5512022 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -5513405.500000 Penalty: 5437.464844
	Iteration 10Q: 3 clusters Score -5513406 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5515024.000000 Penalty: 5437.464844
	Iteration 11Q: 3 clusters Score -5515024 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5516130.000000 Penalty: 5437.464844
	Iteration 12Q: 3 clusters Score -5516130 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -5516849.500000 Penalty: 5437.464844
	Iteration 13Q: 3 clusters Score -5516850 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5517196.000000 Penalty: 5437.464844
	Iteration 14Q: 3 clusters Score -5517196 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -5517474.000000 Penalty: 5437.464844
	Iteration 15Q: 3 clusters Score -5517474 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5517684.000000 Penalty: 5437.464844
	Iteration 16Q: 3 clusters Score -5517684 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -5517879.000000 Penalty: 5437.464844
	Iteration 17Q: 3 clusters Score -5517879 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5518094.500000 Penalty: 5437.464844
	Iteration 18Q: 3 clusters Score -5518094 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5518270.500000 Penalty: 5437.464844
	Iteration 19Q: 3 clusters Score -5518270 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -5518527.500000 Penalty: 5437.464844
	Iteration 20F: 3 clusters Score -5518528 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -5518770.500000 Penalty: 5437.464844
	Iteration 21Q: 3 clusters Score -5518770 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5519012.000000 Penalty: 5437.464844
	Iteration 22Q: 3 clusters Score -5519012 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5519254.500000 Penalty: 5437.464844
	Iteration 23Q: 3 clusters Score -5519254 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5519511.000000 Penalty: 5437.464844
	Iteration 24Q: 3 clusters Score -5519511 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5519806.500000 Penalty: 5437.464844
	Iteration 25Q: 3 clusters Score -5519806 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5520113.000000 Penalty: 5437.464844
	Iteration 26Q: 3 clusters Score -5520113 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5520433.000000 Penalty: 5437.464844
	Iteration 27Q: 3 clusters Score -5520433 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5520804.500000 Penalty: 5437.464844
	Iteration 28Q: 3 clusters Score -5520804 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -5521209.000000 Penalty: 5437.464844
	Iteration 29Q: 3 clusters Score -5521209 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5521551.000000 Penalty: 5437.464844
	Iteration 30Q: 3 clusters Score -5521551 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -5521937.500000 Penalty: 5437.464844
	Iteration 31Q: 3 clusters Score -5521938 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -5522412.500000 Penalty: 5437.464844
	Iteration 32Q: 3 clusters Score -5522412 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -5522850.000000 Penalty: 5437.464844
	Iteration 33Q: 3 clusters Score -5522850 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -5523321.500000 Penalty: 5437.464844
	Iteration 34Q: 3 clusters Score -5523322 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -5523779.000000 Penalty: 5437.464844
	Iteration 35Q: 3 clusters Score -5523779 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -5524200.000000 Penalty: 5437.464844
	Iteration 36Q: 3 clusters Score -5524200 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -5524546.000000 Penalty: 5437.464844
	Iteration 37Q: 3 clusters Score -5524546 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -5524814.000000 Penalty: 5437.464844
	Iteration 38Q: 3 clusters Score -5524814 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -5525040.000000 Penalty: 5437.464844
	Iteration 39Q: 3 clusters Score -5525040 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -5525225.000000 Penalty: 5437.464844
	Iteration 40F: 3 clusters Score -5525225 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -5525419.000000 Penalty: 5437.464844
	Iteration 41Q: 3 clusters Score -5525419 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -5525584.500000 Penalty: 5437.464844
	Iteration 42Q: 3 clusters Score -5525584 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -5525811.000000 Penalty: 5437.464844
	Iteration 43Q: 3 clusters Score -5525811 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -5526068.500000 Penalty: 5437.464844
	Iteration 44Q: 3 clusters Score -5526068 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -5526396.000000 Penalty: 5437.464844
	Iteration 45Q: 3 clusters Score -5526396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -5526594.500000 Penalty: 5437.464844
	Iteration 46Q: 3 clusters Score -5526594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -5526679.000000 Penalty: 5437.464844
	Iteration 47Q: 3 clusters Score -5526679 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -5526734.000000 Penalty: 5437.464844
	Iteration 48Q: 3 clusters Score -5526734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -5526746.000000 Penalty: 5437.464844
	Iteration 49Q: 3 clusters Score -5526746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -5526758.500000 Penalty: 5437.464844
	Iteration 50Q: 3 clusters Score -5526758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -5526765.000000 Penalty: 5437.464844
	Iteration 51Q: 3 clusters Score -5526765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -5526760.500000 Penalty: 5437.464844
	Iteration 52Q: 3 clusters Score -5526760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -5526768.500000 Penalty: 5437.464844
	Iteration 53Q: 3 clusters Score -5526768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -5526779.000000 Penalty: 5437.464844
	Iteration 54Q: 3 clusters Score -5526779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -5526769.500000 Penalty: 5437.464844
	Iteration 55Q: 3 clusters Score -5526770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -5526780.000000 Penalty: 5437.464844
	Iteration 56Q: 3 clusters Score -5526780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -5526778.000000 Penalty: 5437.464844
	Iteration 57Q: 3 clusters Score -5526778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -5526774.500000 Penalty: 5437.464844
	Iteration 58Q: 3 clusters Score -5526774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -5526770.500000 Penalty: 5437.464844
	Iteration 59Q: 3 clusters Score -5526770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -5526770.500000 Penalty: 5437.464844
	Iteration 60F: 3 clusters Score -5526770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Entering Unmasked Estep 
Score: -8455310.000000 Penalty: 2844.522949
	Iteration 0F: 2 clusters Score -8455310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -8391167.000000 Penalty: 5689.045898
	Iteration 0F: 3 clusters Score -8391167 nChanged 45395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -8417854.000000 Penalty: 5689.045898
	Iteration 1F: 3 clusters Score -8417854 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -8419071.000000 Penalty: 5689.045898
	Iteration 2Q: 3 clusters Score -8419071 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -8420693.000000 Penalty: 5689.045898
	Iteration 3Q: 3 clusters Score -8420693 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -8422713.000000 Penalty: 5689.045898
	Iteration 4Q: 3 clusters Score -8422713 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -8425528.000000 Penalty: 5689.045898
	Iteration 5F: 3 clusters Score -8425528 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -8429341.000000 Penalty: 5689.045898
	Iteration 6F: 3 clusters Score -8429341 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -8433851.000000 Penalty: 5689.045898
	Iteration 7F: 3 clusters Score -8433851 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -8438640.000000 Penalty: 5689.045898
	Iteration 8F: 3 clusters Score -8438640 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -8442534.000000 Penalty: 5689.045898
	Iteration 9F: 3 clusters Score -8442534 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -8445098.000000 Penalty: 5689.045898
	Iteration 10Q: 3 clusters Score -8445098 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -8446806.000000 Penalty: 5689.045898
	Iteration 11Q: 3 clusters Score -8446806 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -8448121.000000 Penalty: 5689.045898
	Iteration 12Q: 3 clusters Score -8448121 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -8449192.000000 Penalty: 5689.045898
	Iteration 13Q: 3 clusters Score -8449192 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -8450133.000000 Penalty: 5689.045898
	Iteration 14Q: 3 clusters Score -8450133 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -8450988.000000 Penalty: 5689.045898
	Iteration 15Q: 3 clusters Score -8450988 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -8451618.000000 Penalty: 5689.045898
	Iteration 16Q: 3 clusters Score -8451618 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -8452168.000000 Penalty: 5689.045898
	Iteration 17Q: 3 clusters Score -8452168 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -8452506.000000 Penalty: 5689.045898
	Iteration 18Q: 3 clusters Score -8452506 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -8452811.000000 Penalty: 5689.045898
	Iteration 19Q: 3 clusters Score -8452811 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -8453069.000000 Penalty: 5689.045898
	Iteration 20F: 3 clusters Score -8453069 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -8453271.000000 Penalty: 5689.045898
	Iteration 21Q: 3 clusters Score -8453271 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -8453443.000000 Penalty: 5689.045898
	Iteration 22Q: 3 clusters Score -8453443 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -8453575.000000 Penalty: 5689.045898
	Iteration 23Q: 3 clusters Score -8453575 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -8453647.000000 Penalty: 5689.045898
	Iteration 24Q: 3 clusters Score -8453647 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -8453721.000000 Penalty: 5689.045898
	Iteration 25Q: 3 clusters Score -8453721 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -8453782.000000 Penalty: 5689.045898
	Iteration 26Q: 3 clusters Score -8453782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -8453833.000000 Penalty: 5689.045898
	Iteration 27Q: 3 clusters Score -8453833 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -8453864.000000 Penalty: 5689.045898
	Iteration 28Q: 3 clusters Score -8453864 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 91661 members 
Entering Unmasked Estep 
Score: -8453910.000000 Penalty: 5689.045898
	Iteration 29Q: 3 clusters Score -8453910 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -8453942.000000 Penalty: 5689.045898
	Iteration 30Q: 3 clusters Score -8453942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -8453989.000000 Penalty: 5689.045898
	Iteration 31Q: 3 clusters Score -8453989 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -8454018.000000 Penalty: 5689.045898
	Iteration 32Q: 3 clusters Score -8454018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -8454011.000000 Penalty: 5689.045898
	Iteration 33Q: 3 clusters Score -8454011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -8454039.000000 Penalty: 5689.045898
	Iteration 34Q: 3 clusters Score -8454039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -8454046.000000 Penalty: 5689.045898
	Iteration 35Q: 3 clusters Score -8454046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -8454065.000000 Penalty: 5689.045898
	Iteration 36Q: 3 clusters Score -8454065 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -8454080.000000 Penalty: 5689.045898
	Iteration 37Q: 3 clusters Score -8454080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -8454082.000000 Penalty: 5689.045898
	Iteration 38Q: 3 clusters Score -8454082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -8454069.000000 Penalty: 5689.045898
	Iteration 39Q: 3 clusters Score -8454069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -8454091.000000 Penalty: 5689.045898
	Iteration 40F: 3 clusters Score -8454091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -8454097.000000 Penalty: 5689.045898
	Iteration 41Q: 3 clusters Score -8454097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -8454101.000000 Penalty: 5689.045898
	Iteration 42Q: 3 clusters Score -8454101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -8454112.000000 Penalty: 5689.045898
	Iteration 43Q: 3 clusters Score -8454112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -8454115.000000 Penalty: 5689.045898
	Iteration 44Q: 3 clusters Score -8454115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -8454115.000000 Penalty: 5689.045898
	Iteration 45Q: 3 clusters Score -8454115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -8454110.000000 Penalty: 5689.045898
	Iteration 46Q: 3 clusters Score -8454110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -8454129.000000 Penalty: 5689.045898
	Iteration 47Q: 3 clusters Score -8454129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -8454136.000000 Penalty: 5689.045898
	Iteration 48Q: 3 clusters Score -8454136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -8454129.000000 Penalty: 5689.045898
	Iteration 49Q: 3 clusters Score -8454129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -8454141.000000 Penalty: 5689.045898
	Iteration 50Q: 3 clusters Score -8454141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -8454133.000000 Penalty: 5689.045898
	Iteration 51Q: 3 clusters Score -8454133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -8454139.000000 Penalty: 5689.045898
	Iteration 52Q: 3 clusters Score -8454139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -8454136.000000 Penalty: 5689.045898
	Iteration 53Q: 3 clusters Score -8454136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -8454135.000000 Penalty: 5689.045898
	Iteration 54Q: 3 clusters Score -8454135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -8454141.000000 Penalty: 5689.045898
	Iteration 55Q: 3 clusters Score -8454141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -8454141.000000 Penalty: 5689.045898
	Iteration 56Q: 3 clusters Score -8454141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -8454145.000000 Penalty: 5689.045898
	Iteration 57Q: 3 clusters Score -8454145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -8454145.000000 Penalty: 5689.045898
	Iteration 58Q: 3 clusters Score -8454145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -8454141.000000 Penalty: 5689.045898
	Iteration 59Q: 3 clusters Score -8454141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -8454140.000000 Penalty: 5689.045898
	Iteration 60F: 3 clusters Score -8454140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -8454133.000000 Penalty: 5689.045898
	Iteration 61Q: 3 clusters Score -8454133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -8454137.000000 Penalty: 5689.045898
	Iteration 62Q: 3 clusters Score -8454137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -8454136.000000 Penalty: 5689.045898
	Iteration 63Q: 3 clusters Score -8454136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -8454135.000000 Penalty: 5689.045898
	Iteration 64Q: 3 clusters Score -8454135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -8454138.000000 Penalty: 5689.045898
	Iteration 65Q: 3 clusters Score -8454138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -8454138.000000 Penalty: 5689.045898
	Iteration 66F: 3 clusters Score -8454138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (73878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Entering Unmasked Estep 
Score: -7214701.500000 Penalty: 2780.122314
	Iteration 0F: 2 clusters Score -7214702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -7165128.500000 Penalty: 5560.244629
	Iteration 0F: 3 clusters Score -7165128 nChanged 34647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7185406.000000 Penalty: 5560.244629
	Iteration 1F: 3 clusters Score -7185406 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -7186626.000000 Penalty: 5560.244629
	Iteration 2Q: 3 clusters Score -7186626 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -7188543.000000 Penalty: 5560.244629
	Iteration 3F: 3 clusters Score -7188543 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -7191141.500000 Penalty: 5560.244629
	Iteration 4F: 3 clusters Score -7191142 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -7194185.000000 Penalty: 5560.244629
	Iteration 5F: 3 clusters Score -7194185 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -7197654.000000 Penalty: 5560.244629
	Iteration 6F: 3 clusters Score -7197654 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -7201298.500000 Penalty: 5560.244629
	Iteration 7F: 3 clusters Score -7201298 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -7204936.000000 Penalty: 5560.244629
	Iteration 8F: 3 clusters Score -7204936 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -7207932.500000 Penalty: 5560.244629
	Iteration 9Q: 3 clusters Score -7207932 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7209848.500000 Penalty: 5560.244629
	Iteration 10Q: 3 clusters Score -7209848 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7210934.000000 Penalty: 5560.244629
	Iteration 11Q: 3 clusters Score -7210934 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7211497.000000 Penalty: 5560.244629
	Iteration 12Q: 3 clusters Score -7211497 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7211848.500000 Penalty: 5560.244629
	Iteration 13Q: 3 clusters Score -7211848 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7212076.000000 Penalty: 5560.244629
	Iteration 14Q: 3 clusters Score -7212076 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7212247.000000 Penalty: 5560.244629
	Iteration 15Q: 3 clusters Score -7212247 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7212349.500000 Penalty: 5560.244629
	Iteration 16Q: 3 clusters Score -7212350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7212448.500000 Penalty: 5560.244629
	Iteration 17Q: 3 clusters Score -7212448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7212502.500000 Penalty: 5560.244629
	Iteration 18Q: 3 clusters Score -7212502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7212542.000000 Penalty: 5560.244629
	Iteration 19Q: 3 clusters Score -7212542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7212581.000000 Penalty: 5560.244629
	Iteration 20F: 3 clusters Score -7212581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7212611.500000 Penalty: 5560.244629
	Iteration 21Q: 3 clusters Score -7212612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7212634.500000 Penalty: 5560.244629
	Iteration 22Q: 3 clusters Score -7212634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7212653.500000 Penalty: 5560.244629
	Iteration 23Q: 3 clusters Score -7212654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7212679.500000 Penalty: 5560.244629
	Iteration 24Q: 3 clusters Score -7212680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7212680.000000 Penalty: 5560.244629
	Iteration 25Q: 3 clusters Score -7212680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7212690.500000 Penalty: 5560.244629
	Iteration 26Q: 3 clusters Score -7212690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7212693.000000 Penalty: 5560.244629
	Iteration 27Q: 3 clusters Score -7212693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7212703.500000 Penalty: 5560.244629
	Iteration 28Q: 3 clusters Score -7212704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7212704.000000 Penalty: 5560.244629
	Iteration 29Q: 3 clusters Score -7212704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7212706.500000 Penalty: 5560.244629
	Iteration 30Q: 3 clusters Score -7212706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7212702.000000 Penalty: 5560.244629
	Iteration 31Q: 3 clusters Score -7212702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7212715.000000 Penalty: 5560.244629
	Iteration 32Q: 3 clusters Score -7212715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7212712.500000 Penalty: 5560.244629
	Iteration 33Q: 3 clusters Score -7212712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7212707.500000 Penalty: 5560.244629
	Iteration 34Q: 3 clusters Score -7212708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7212724.000000 Penalty: 5560.244629
	Iteration 35Q: 3 clusters Score -7212724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7212722.000000 Penalty: 5560.244629
	Iteration 36Q: 3 clusters Score -7212722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7212717.000000 Penalty: 5560.244629
	Iteration 37Q: 3 clusters Score -7212717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7212717.000000 Penalty: 5560.244629
	Iteration 38Q: 3 clusters Score -7212717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7212723.500000 Penalty: 5560.244629
	Iteration 39Q: 3 clusters Score -7212724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7212720.500000 Penalty: 5560.244629
	Iteration 40F: 3 clusters Score -7212720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7212725.000000 Penalty: 5560.244629
	Iteration 41Q: 3 clusters Score -7212725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7212727.000000 Penalty: 5560.244629
	Iteration 42Q: 3 clusters Score -7212727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7212728.000000 Penalty: 5560.244629
	Iteration 43Q: 3 clusters Score -7212728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7212728.500000 Penalty: 5560.244629
	Iteration 44Q: 3 clusters Score -7212728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7212727.000000 Penalty: 5560.244629
	Iteration 45Q: 3 clusters Score -7212727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7212727.000000 Penalty: 5560.244629
	Iteration 46F: 3 clusters Score -7212727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -216701.171875 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -216701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -213902.078125 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -213902.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -214537.171875 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -214537.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -214751.187500 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -214751.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -214867.406250 Penalty: 3840.446777
	Iteration 3F: 3 clusters Score -214867.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -214951.343750 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -214951.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -215038.500000 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -215038.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215154.328125 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -215154.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -215288.250000 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -215288.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -215435.828125 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -215435.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -215582.250000 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -215582.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -215689.156250 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -215689.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215776.296875 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -215776.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215830.515625 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -215830.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215856.359375 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -215856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215873.109375 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -215873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215881.656250 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -215881.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215884.359375 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -215884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215890.484375 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -215890.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215897.843750 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -215897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215899.296875 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -215899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215900.546875 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -215900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215900.750000 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -215900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215901.500000 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -215901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215903.328125 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -215903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -215906.593750 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -215906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -215912.671875 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -215912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -215915.093750 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -215915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -215915.093750 Penalty: 3840.446777
	Iteration 27F: 3 clusters Score -215915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Entering Unmasked Estep 
Score: -1997909.250000 Penalty: 2464.416748
	Iteration 0F: 2 clusters Score -1997909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1983375.125000 Penalty: 4928.833496
	Iteration 0F: 3 clusters Score -1983375 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1988233.625000 Penalty: 4928.833496
	Iteration 1F: 3 clusters Score -1988234 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1988639.125000 Penalty: 4928.833496
	Iteration 2F: 3 clusters Score -1988639 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1988974.500000 Penalty: 4928.833496
	Iteration 3Q: 3 clusters Score -1988974 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1989270.250000 Penalty: 4928.833496
	Iteration 4Q: 3 clusters Score -1989270 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1989526.875000 Penalty: 4928.833496
	Iteration 5Q: 3 clusters Score -1989527 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1989759.125000 Penalty: 4928.833496
	Iteration 6Q: 3 clusters Score -1989759 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1990020.375000 Penalty: 4928.833496
	Iteration 7Q: 3 clusters Score -1990020 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1990336.000000 Penalty: 4928.833496
	Iteration 8Q: 3 clusters Score -1990336 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1990763.125000 Penalty: 4928.833496
	Iteration 9Q: 3 clusters Score -1990763 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1991211.125000 Penalty: 4928.833496
	Iteration 10Q: 3 clusters Score -1991211 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1991661.750000 Penalty: 4928.833496
	Iteration 11Q: 3 clusters Score -1991662 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1992142.250000 Penalty: 4928.833496
	Iteration 12Q: 3 clusters Score -1992142 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1992680.000000 Penalty: 4928.833496
	Iteration 13Q: 3 clusters Score -1992680 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1993251.750000 Penalty: 4928.833496
	Iteration 14Q: 3 clusters Score -1993252 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1993857.125000 Penalty: 4928.833496
	Iteration 15Q: 3 clusters Score -1993857 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1994439.125000 Penalty: 4928.833496
	Iteration 16Q: 3 clusters Score -1994439 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1994942.625000 Penalty: 4928.833496
	Iteration 17Q: 3 clusters Score -1994943 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1995388.250000 Penalty: 4928.833496
	Iteration 18Q: 3 clusters Score -1995388 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1995732.250000 Penalty: 4928.833496
	Iteration 19Q: 3 clusters Score -1995732 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1995929.750000 Penalty: 4928.833496
	Iteration 20F: 3 clusters Score -1995930 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1996048.625000 Penalty: 4928.833496
	Iteration 21Q: 3 clusters Score -1996049 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1996136.000000 Penalty: 4928.833496
	Iteration 22Q: 3 clusters Score -1996136 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1996209.000000 Penalty: 4928.833496
	Iteration 23Q: 3 clusters Score -1996209 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1996256.875000 Penalty: 4928.833496
	Iteration 24Q: 3 clusters Score -1996257 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1996310.625000 Penalty: 4928.833496
	Iteration 25Q: 3 clusters Score -1996311 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1996361.125000 Penalty: 4928.833496
	Iteration 26Q: 3 clusters Score -1996361 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1996411.000000 Penalty: 4928.833496
	Iteration 27Q: 3 clusters Score -1996411 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1996483.750000 Penalty: 4928.833496
	Iteration 28Q: 3 clusters Score -1996484 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1996581.000000 Penalty: 4928.833496
	Iteration 29Q: 3 clusters Score -1996581 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1996702.125000 Penalty: 4928.833496
	Iteration 30Q: 3 clusters Score -1996702 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1996850.875000 Penalty: 4928.833496
	Iteration 31Q: 3 clusters Score -1996851 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1996991.000000 Penalty: 4928.833496
	Iteration 32Q: 3 clusters Score -1996991 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1997117.750000 Penalty: 4928.833496
	Iteration 33Q: 3 clusters Score -1997118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1997210.625000 Penalty: 4928.833496
	Iteration 34Q: 3 clusters Score -1997211 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1997280.375000 Penalty: 4928.833496
	Iteration 35Q: 3 clusters Score -1997280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1997312.750000 Penalty: 4928.833496
	Iteration 36Q: 3 clusters Score -1997313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1997348.625000 Penalty: 4928.833496
	Iteration 37Q: 3 clusters Score -1997349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1997363.875000 Penalty: 4928.833496
	Iteration 38Q: 3 clusters Score -1997364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1997381.875000 Penalty: 4928.833496
	Iteration 39Q: 3 clusters Score -1997382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1997392.375000 Penalty: 4928.833496
	Iteration 40F: 3 clusters Score -1997392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1997406.500000 Penalty: 4928.833496
	Iteration 41Q: 3 clusters Score -1997406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1997425.625000 Penalty: 4928.833496
	Iteration 42Q: 3 clusters Score -1997426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1997433.875000 Penalty: 4928.833496
	Iteration 43Q: 3 clusters Score -1997434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1997432.000000 Penalty: 4928.833496
	Iteration 44Q: 3 clusters Score -1997432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1997440.125000 Penalty: 4928.833496
	Iteration 45Q: 3 clusters Score -1997440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1997450.250000 Penalty: 4928.833496
	Iteration 46Q: 3 clusters Score -1997450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1997455.000000 Penalty: 4928.833496
	Iteration 47Q: 3 clusters Score -1997455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1997463.875000 Penalty: 4928.833496
	Iteration 48Q: 3 clusters Score -1997464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1997477.500000 Penalty: 4928.833496
	Iteration 49Q: 3 clusters Score -1997478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1997486.500000 Penalty: 4928.833496
	Iteration 50Q: 3 clusters Score -1997486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1997499.500000 Penalty: 4928.833496
	Iteration 51Q: 3 clusters Score -1997500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1997501.875000 Penalty: 4928.833496
	Iteration 52Q: 3 clusters Score -1997502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1997513.250000 Penalty: 4928.833496
	Iteration 53Q: 3 clusters Score -1997513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1997508.875000 Penalty: 4928.833496
	Iteration 54Q: 3 clusters Score -1997509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1997521.875000 Penalty: 4928.833496
	Iteration 55Q: 3 clusters Score -1997522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1997524.125000 Penalty: 4928.833496
	Iteration 56Q: 3 clusters Score -1997524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1997528.750000 Penalty: 4928.833496
	Iteration 57Q: 3 clusters Score -1997529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1997529.250000 Penalty: 4928.833496
	Iteration 58Q: 3 clusters Score -1997529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1997536.500000 Penalty: 4928.833496
	Iteration 59Q: 3 clusters Score -1997536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1997545.500000 Penalty: 4928.833496
	Iteration 60F: 3 clusters Score -1997546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1997545.250000 Penalty: 4928.833496
	Iteration 61Q: 3 clusters Score -1997545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1997546.875000 Penalty: 4928.833496
	Iteration 62Q: 3 clusters Score -1997547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1997543.875000 Penalty: 4928.833496
	Iteration 63Q: 3 clusters Score -1997544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1997546.375000 Penalty: 4928.833496
	Iteration 64Q: 3 clusters Score -1997546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1997556.125000 Penalty: 4928.833496
	Iteration 65Q: 3 clusters Score -1997556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1997556.250000 Penalty: 4928.833496
	Iteration 66Q: 3 clusters Score -1997556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1997561.250000 Penalty: 4928.833496
	Iteration 67Q: 3 clusters Score -1997561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1997563.625000 Penalty: 4928.833496
	Iteration 68Q: 3 clusters Score -1997564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1997566.625000 Penalty: 4928.833496
	Iteration 69Q: 3 clusters Score -1997567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1997567.250000 Penalty: 4928.833496
	Iteration 70Q: 3 clusters Score -1997567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1997566.125000 Penalty: 4928.833496
	Iteration 71Q: 3 clusters Score -1997566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1997566.625000 Penalty: 4928.833496
	Iteration 72Q: 3 clusters Score -1997567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1997572.625000 Penalty: 4928.833496
	Iteration 73Q: 3 clusters Score -1997573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1997576.250000 Penalty: 4928.833496
	Iteration 74Q: 3 clusters Score -1997576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1997579.375000 Penalty: 4928.833496
	Iteration 75Q: 3 clusters Score -1997579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1997575.875000 Penalty: 4928.833496
	Iteration 76Q: 3 clusters Score -1997576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1997575.625000 Penalty: 4928.833496
	Iteration 77Q: 3 clusters Score -1997576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1997573.125000 Penalty: 4928.833496
	Iteration 78Q: 3 clusters Score -1997573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1997573.000000 Penalty: 4928.833496
	Iteration 79Q: 3 clusters Score -1997573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1997572.875000 Penalty: 4928.833496
	Iteration 80F: 3 clusters Score -1997573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1997570.875000 Penalty: 4928.833496
	Iteration 81Q: 3 clusters Score -1997571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1997575.750000 Penalty: 4928.833496
	Iteration 82Q: 3 clusters Score -1997576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1997576.750000 Penalty: 4928.833496
	Iteration 83Q: 3 clusters Score -1997577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1997581.750000 Penalty: 4928.833496
	Iteration 84Q: 3 clusters Score -1997582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1997581.625000 Penalty: 4928.833496
	Iteration 85Q: 3 clusters Score -1997582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1997580.625000 Penalty: 4928.833496
	Iteration 86Q: 3 clusters Score -1997581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1997580.750000 Penalty: 4928.833496
	Iteration 87Q: 3 clusters Score -1997581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1997581.125000 Penalty: 4928.833496
	Iteration 88Q: 3 clusters Score -1997581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1997584.625000 Penalty: 4928.833496
	Iteration 89Q: 3 clusters Score -1997585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1997583.625000 Penalty: 4928.833496
	Iteration 90Q: 3 clusters Score -1997584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1997581.750000 Penalty: 4928.833496
	Iteration 91Q: 3 clusters Score -1997582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1997587.000000 Penalty: 4928.833496
	Iteration 92Q: 3 clusters Score -1997587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1997585.625000 Penalty: 4928.833496
	Iteration 93Q: 3 clusters Score -1997586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1997584.000000 Penalty: 4928.833496
	Iteration 94Q: 3 clusters Score -1997584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1997584.625000 Penalty: 4928.833496
	Iteration 95Q: 3 clusters Score -1997585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1997585.500000 Penalty: 4928.833496
	Iteration 96Q: 3 clusters Score -1997586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1997585.500000 Penalty: 4928.833496
	Iteration 97Q: 3 clusters Score -1997586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1997588.625000 Penalty: 4928.833496
	Iteration 98Q: 3 clusters Score -1997589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1997585.500000 Penalty: 4928.833496
	Iteration 99Q: 3 clusters Score -1997586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1997585.500000 Penalty: 4928.833496
	Iteration 100F: 3 clusters Score -1997586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Entering Unmasked Estep 
Score: -1912360.500000 Penalty: 2462.055664
	Iteration 0F: 2 clusters Score -1912360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1897950.250000 Penalty: 4924.111328
	Iteration 0F: 3 clusters Score -1897950 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1902881.000000 Penalty: 4924.111328
	Iteration 1F: 3 clusters Score -1902881 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1903492.750000 Penalty: 4924.111328
	Iteration 2F: 3 clusters Score -1903493 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1904212.750000 Penalty: 4924.111328
	Iteration 3F: 3 clusters Score -1904213 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1905021.750000 Penalty: 4924.111328
	Iteration 4F: 3 clusters Score -1905022 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1905883.375000 Penalty: 4924.111328
	Iteration 5F: 3 clusters Score -1905883 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1906653.250000 Penalty: 4924.111328
	Iteration 6F: 3 clusters Score -1906653 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1907246.500000 Penalty: 4924.111328
	Iteration 7F: 3 clusters Score -1907246 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1907725.875000 Penalty: 4924.111328
	Iteration 8Q: 3 clusters Score -1907726 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1908098.000000 Penalty: 4924.111328
	Iteration 9Q: 3 clusters Score -1908098 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1908400.500000 Penalty: 4924.111328
	Iteration 10Q: 3 clusters Score -1908400 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1908647.625000 Penalty: 4924.111328
	Iteration 11Q: 3 clusters Score -1908648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1908882.875000 Penalty: 4924.111328
	Iteration 12Q: 3 clusters Score -1908883 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1909058.000000 Penalty: 4924.111328
	Iteration 13Q: 3 clusters Score -1909058 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1909200.250000 Penalty: 4924.111328
	Iteration 14Q: 3 clusters Score -1909200 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1909334.250000 Penalty: 4924.111328
	Iteration 15Q: 3 clusters Score -1909334 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1909460.625000 Penalty: 4924.111328
	Iteration 16Q: 3 clusters Score -1909461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1909583.500000 Penalty: 4924.111328
	Iteration 17Q: 3 clusters Score -1909584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1909703.000000 Penalty: 4924.111328
	Iteration 18Q: 3 clusters Score -1909703 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1909812.875000 Penalty: 4924.111328
	Iteration 19Q: 3 clusters Score -1909813 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1909914.250000 Penalty: 4924.111328
	Iteration 20F: 3 clusters Score -1909914 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1910014.375000 Penalty: 4924.111328
	Iteration 21Q: 3 clusters Score -1910014 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1910117.250000 Penalty: 4924.111328
	Iteration 22Q: 3 clusters Score -1910117 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1910226.250000 Penalty: 4924.111328
	Iteration 23Q: 3 clusters Score -1910226 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1910327.500000 Penalty: 4924.111328
	Iteration 24Q: 3 clusters Score -1910328 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1910443.250000 Penalty: 4924.111328
	Iteration 25Q: 3 clusters Score -1910443 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1910550.250000 Penalty: 4924.111328
	Iteration 26Q: 3 clusters Score -1910550 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1910637.375000 Penalty: 4924.111328
	Iteration 27Q: 3 clusters Score -1910637 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1910730.750000 Penalty: 4924.111328
	Iteration 28Q: 3 clusters Score -1910731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1910795.125000 Penalty: 4924.111328
	Iteration 29Q: 3 clusters Score -1910795 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1910864.875000 Penalty: 4924.111328
	Iteration 30Q: 3 clusters Score -1910865 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1910913.625000 Penalty: 4924.111328
	Iteration 31Q: 3 clusters Score -1910914 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1910967.500000 Penalty: 4924.111328
	Iteration 32Q: 3 clusters Score -1910968 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1911028.125000 Penalty: 4924.111328
	Iteration 33Q: 3 clusters Score -1911028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1911076.500000 Penalty: 4924.111328
	Iteration 34Q: 3 clusters Score -1911076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1911122.000000 Penalty: 4924.111328
	Iteration 35Q: 3 clusters Score -1911122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1911168.000000 Penalty: 4924.111328
	Iteration 36Q: 3 clusters Score -1911168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1911196.875000 Penalty: 4924.111328
	Iteration 37Q: 3 clusters Score -1911197 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1911221.500000 Penalty: 4924.111328
	Iteration 38Q: 3 clusters Score -1911222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1911243.375000 Penalty: 4924.111328
	Iteration 39Q: 3 clusters Score -1911243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1911264.000000 Penalty: 4924.111328
	Iteration 40F: 3 clusters Score -1911264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1911290.625000 Penalty: 4924.111328
	Iteration 41Q: 3 clusters Score -1911291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1911307.875000 Penalty: 4924.111328
	Iteration 42Q: 3 clusters Score -1911308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1911325.625000 Penalty: 4924.111328
	Iteration 43Q: 3 clusters Score -1911326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1911340.750000 Penalty: 4924.111328
	Iteration 44Q: 3 clusters Score -1911341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1911354.125000 Penalty: 4924.111328
	Iteration 45Q: 3 clusters Score -1911354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1911358.125000 Penalty: 4924.111328
	Iteration 46Q: 3 clusters Score -1911358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1911372.750000 Penalty: 4924.111328
	Iteration 47Q: 3 clusters Score -1911373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1911376.750000 Penalty: 4924.111328
	Iteration 48Q: 3 clusters Score -1911377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1911383.375000 Penalty: 4924.111328
	Iteration 49Q: 3 clusters Score -1911383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1911399.750000 Penalty: 4924.111328
	Iteration 50Q: 3 clusters Score -1911400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1911403.625000 Penalty: 4924.111328
	Iteration 51Q: 3 clusters Score -1911404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1911412.375000 Penalty: 4924.111328
	Iteration 52Q: 3 clusters Score -1911412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1911431.125000 Penalty: 4924.111328
	Iteration 53Q: 3 clusters Score -1911431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1911446.250000 Penalty: 4924.111328
	Iteration 54Q: 3 clusters Score -1911446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1911461.375000 Penalty: 4924.111328
	Iteration 55Q: 3 clusters Score -1911461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1911477.625000 Penalty: 4924.111328
	Iteration 56Q: 3 clusters Score -1911478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1911500.875000 Penalty: 4924.111328
	Iteration 57Q: 3 clusters Score -1911501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1911523.875000 Penalty: 4924.111328
	Iteration 58Q: 3 clusters Score -1911524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1911540.625000 Penalty: 4924.111328
	Iteration 59Q: 3 clusters Score -1911541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1911565.750000 Penalty: 4924.111328
	Iteration 60F: 3 clusters Score -1911566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1911603.500000 Penalty: 4924.111328
	Iteration 61Q: 3 clusters Score -1911604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1911637.625000 Penalty: 4924.111328
	Iteration 62Q: 3 clusters Score -1911638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1911694.000000 Penalty: 4924.111328
	Iteration 63Q: 3 clusters Score -1911694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1911743.625000 Penalty: 4924.111328
	Iteration 64Q: 3 clusters Score -1911744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1911804.750000 Penalty: 4924.111328
	Iteration 65Q: 3 clusters Score -1911805 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1911844.125000 Penalty: 4924.111328
	Iteration 66Q: 3 clusters Score -1911844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1911882.625000 Penalty: 4924.111328
	Iteration 67Q: 3 clusters Score -1911883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1911908.500000 Penalty: 4924.111328
	Iteration 68Q: 3 clusters Score -1911908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1911940.875000 Penalty: 4924.111328
	Iteration 69Q: 3 clusters Score -1911941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1911948.875000 Penalty: 4924.111328
	Iteration 70Q: 3 clusters Score -1911949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1911954.000000 Penalty: 4924.111328
	Iteration 71Q: 3 clusters Score -1911954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1911957.625000 Penalty: 4924.111328
	Iteration 72Q: 3 clusters Score -1911958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1911962.750000 Penalty: 4924.111328
	Iteration 73Q: 3 clusters Score -1911963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -1911971.375000 Penalty: 4924.111328
	Iteration 74Q: 3 clusters Score -1911971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1911976.750000 Penalty: 4924.111328
	Iteration 75Q: 3 clusters Score -1911977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1911982.125000 Penalty: 4924.111328
	Iteration 76Q: 3 clusters Score -1911982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1911982.875000 Penalty: 4924.111328
	Iteration 77Q: 3 clusters Score -1911983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1911981.375000 Penalty: 4924.111328
	Iteration 78Q: 3 clusters Score -1911981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1911983.125000 Penalty: 4924.111328
	Iteration 79Q: 3 clusters Score -1911983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1911984.500000 Penalty: 4924.111328
	Iteration 80F: 3 clusters Score -1911984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1911984.000000 Penalty: 4924.111328
	Iteration 81Q: 3 clusters Score -1911984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1911983.250000 Penalty: 4924.111328
	Iteration 82Q: 3 clusters Score -1911983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1911981.625000 Penalty: 4924.111328
	Iteration 83Q: 3 clusters Score -1911982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1911981.625000 Penalty: 4924.111328
	Iteration 84F: 3 clusters Score -1911982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -969343.375000 Penalty: 2274.479248
	Iteration 0F: 2 clusters Score -969343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -961868.625000 Penalty: 4548.958496
	Iteration 0F: 3 clusters Score -961868.6 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -963939.375000 Penalty: 4548.958496
	Iteration 1F: 3 clusters Score -963939.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -964218.250000 Penalty: 4548.958496
	Iteration 2F: 3 clusters Score -964218.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -964404.312500 Penalty: 4548.958496
	Iteration 3Q: 3 clusters Score -964404.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -964524.312500 Penalty: 4548.958496
	Iteration 4Q: 3 clusters Score -964524.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -964604.000000 Penalty: 4548.958496
	Iteration 5Q: 3 clusters Score -964604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -964656.250000 Penalty: 4548.958496
	Iteration 6Q: 3 clusters Score -964656.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -964691.125000 Penalty: 4548.958496
	Iteration 7Q: 3 clusters Score -964691.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -964722.625000 Penalty: 4548.958496
	Iteration 8Q: 3 clusters Score -964722.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -964757.250000 Penalty: 4548.958496
	Iteration 9Q: 3 clusters Score -964757.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -964790.812500 Penalty: 4548.958496
	Iteration 10Q: 3 clusters Score -964790.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -964818.187500 Penalty: 4548.958496
	Iteration 11Q: 3 clusters Score -964818.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -964840.562500 Penalty: 4548.958496
	Iteration 12Q: 3 clusters Score -964840.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -964861.250000 Penalty: 4548.958496
	Iteration 13Q: 3 clusters Score -964861.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -964886.562500 Penalty: 4548.958496
	Iteration 14Q: 3 clusters Score -964886.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -964907.187500 Penalty: 4548.958496
	Iteration 15Q: 3 clusters Score -964907.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -964928.250000 Penalty: 4548.958496
	Iteration 16Q: 3 clusters Score -964928.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -964955.375000 Penalty: 4548.958496
	Iteration 17Q: 3 clusters Score -964955.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -964976.562500 Penalty: 4548.958496
	Iteration 18Q: 3 clusters Score -964976.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -964998.937500 Penalty: 4548.958496
	Iteration 19Q: 3 clusters Score -964998.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -965022.437500 Penalty: 4548.958496
	Iteration 20F: 3 clusters Score -965022.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -965045.000000 Penalty: 4548.958496
	Iteration 21Q: 3 clusters Score -965045 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -965071.937500 Penalty: 4548.958496
	Iteration 22Q: 3 clusters Score -965071.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -965113.875000 Penalty: 4548.958496
	Iteration 23Q: 3 clusters Score -965113.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -965160.687500 Penalty: 4548.958496
	Iteration 24Q: 3 clusters Score -965160.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -965212.937500 Penalty: 4548.958496
	Iteration 25Q: 3 clusters Score -965212.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -965275.187500 Penalty: 4548.958496
	Iteration 26Q: 3 clusters Score -965275.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -965346.062500 Penalty: 4548.958496
	Iteration 27Q: 3 clusters Score -965346.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -965435.312500 Penalty: 4548.958496
	Iteration 28Q: 3 clusters Score -965435.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -965539.500000 Penalty: 4548.958496
	Iteration 29Q: 3 clusters Score -965539.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -965658.687500 Penalty: 4548.958496
	Iteration 30Q: 3 clusters Score -965658.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -965777.937500 Penalty: 4548.958496
	Iteration 31Q: 3 clusters Score -965777.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -965911.937500 Penalty: 4548.958496
	Iteration 32Q: 3 clusters Score -965911.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -966071.187500 Penalty: 4548.958496
	Iteration 33Q: 3 clusters Score -966071.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -966242.625000 Penalty: 4548.958496
	Iteration 34Q: 3 clusters Score -966242.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -966432.437500 Penalty: 4548.958496
	Iteration 35Q: 3 clusters Score -966432.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -966608.125000 Penalty: 4548.958496
	Iteration 36Q: 3 clusters Score -966608.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -966761.687500 Penalty: 4548.958496
	Iteration 37Q: 3 clusters Score -966761.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -966905.562500 Penalty: 4548.958496
	Iteration 38Q: 3 clusters Score -966905.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -967007.562500 Penalty: 4548.958496
	Iteration 39Q: 3 clusters Score -967007.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -967108.000000 Penalty: 4548.958496
	Iteration 40F: 3 clusters Score -967108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -967166.750000 Penalty: 4548.958496
	Iteration 41Q: 3 clusters Score -967166.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -967215.437500 Penalty: 4548.958496
	Iteration 42Q: 3 clusters Score -967215.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -967253.625000 Penalty: 4548.958496
	Iteration 43Q: 3 clusters Score -967253.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -967276.000000 Penalty: 4548.958496
	Iteration 44Q: 3 clusters Score -967276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -967294.750000 Penalty: 4548.958496
	Iteration 45Q: 3 clusters Score -967294.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -967316.687500 Penalty: 4548.958496
	Iteration 46Q: 3 clusters Score -967316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -967335.062500 Penalty: 4548.958496
	Iteration 47Q: 3 clusters Score -967335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -967351.750000 Penalty: 4548.958496
	Iteration 48Q: 3 clusters Score -967351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -967365.437500 Penalty: 4548.958496
	Iteration 49Q: 3 clusters Score -967365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -967372.500000 Penalty: 4548.958496
	Iteration 50Q: 3 clusters Score -967372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -967375.437500 Penalty: 4548.958496
	Iteration 51Q: 3 clusters Score -967375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -967384.562500 Penalty: 4548.958496
	Iteration 52Q: 3 clusters Score -967384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -967387.625000 Penalty: 4548.958496
	Iteration 53Q: 3 clusters Score -967387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -967390.187500 Penalty: 4548.958496
	Iteration 54Q: 3 clusters Score -967390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -967390.187500 Penalty: 4548.958496
	Iteration 55F: 3 clusters Score -967390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -179629.062500 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -179629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -177045.937500 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -177045.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177481.625000 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -177481.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -177586.343750 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -177586.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -177646.250000 Penalty: 3743.299316
	Iteration 3Q: 3 clusters Score -177646.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -177684.453125 Penalty: 3743.299316
	Iteration 4Q: 3 clusters Score -177684.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177710.062500 Penalty: 3743.299316
	Iteration 5Q: 3 clusters Score -177710.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -177736.328125 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -177736.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -177755.203125 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -177755.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -177767.296875 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -177767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -177778.609375 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -177778.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -177789.546875 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -177789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -177799.843750 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -177799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -177809.468750 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -177809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -177814.390625 Penalty: 3743.299316
	Iteration 13Q: 3 clusters Score -177814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -177815.468750 Penalty: 3743.299316
	Iteration 14Q: 3 clusters Score -177815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -177816.609375 Penalty: 3743.299316
	Iteration 15Q: 3 clusters Score -177816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -177817.859375 Penalty: 3743.299316
	Iteration 16Q: 3 clusters Score -177817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177818.812500 Penalty: 3743.299316
	Iteration 17Q: 3 clusters Score -177818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -177819.031250 Penalty: 3743.299316
	Iteration 18Q: 3 clusters Score -177819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -177819.031250 Penalty: 3743.299316
	Iteration 19F: 3 clusters Score -177819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1062229.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1054249.375000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1054249 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1056533.750000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1056534 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1056788.750000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1056789 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1056967.375000 Penalty: 4592.056152
	Iteration 3Q: 3 clusters Score -1056967 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1057121.000000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -1057121 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1057271.250000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -1057271 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1057422.875000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1057423 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1057584.250000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1057584 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1057780.625000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1057781 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1058011.625000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1058012 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1058303.125000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1058303 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1058636.875000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1058637 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1058983.500000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1058984 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1059305.125000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1059305 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1059570.500000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1059570 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1059792.125000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1059792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1059928.875000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1059929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1060020.000000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1060020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1060090.125000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1060090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1060128.750000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1060129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1060150.250000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1060150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1060170.000000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1060170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1060181.375000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1060181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1060192.750000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1060193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1060205.000000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1060205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1060211.375000 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -1060211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1060216.750000 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -1060217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1060218.250000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -1060218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1060225.125000 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -1060225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1060226.500000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -1060226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1060228.000000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -1060228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1060228.000000 Penalty: 4592.056152
	Iteration 31F: 3 clusters Score -1060228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Entering Unmasked Estep 
Score: -3147496.750000 Penalty: 2577.430664
	Iteration 0F: 2 clusters Score -3147497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3125285.000000 Penalty: 5154.861328
	Iteration 0F: 3 clusters Score -3125285 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3133295.250000 Penalty: 5154.861328
	Iteration 1F: 3 clusters Score -3133295 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3133767.000000 Penalty: 5154.861328
	Iteration 2Q: 3 clusters Score -3133767 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3134214.750000 Penalty: 5154.861328
	Iteration 3Q: 3 clusters Score -3134215 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3134690.500000 Penalty: 5154.861328
	Iteration 4Q: 3 clusters Score -3134690 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3135221.500000 Penalty: 5154.861328
	Iteration 5Q: 3 clusters Score -3135222 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3135848.250000 Penalty: 5154.861328
	Iteration 6Q: 3 clusters Score -3135848 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3136691.750000 Penalty: 5154.861328
	Iteration 7Q: 3 clusters Score -3136692 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3137779.500000 Penalty: 5154.861328
	Iteration 8F: 3 clusters Score -3137780 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3139150.250000 Penalty: 5154.861328
	Iteration 9F: 3 clusters Score -3139150 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3140639.250000 Penalty: 5154.861328
	Iteration 10F: 3 clusters Score -3140639 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3142020.000000 Penalty: 5154.861328
	Iteration 11F: 3 clusters Score -3142020 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3143127.500000 Penalty: 5154.861328
	Iteration 12Q: 3 clusters Score -3143128 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3143851.500000 Penalty: 5154.861328
	Iteration 13Q: 3 clusters Score -3143852 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3144337.500000 Penalty: 5154.861328
	Iteration 14Q: 3 clusters Score -3144338 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3144640.750000 Penalty: 5154.861328
	Iteration 15Q: 3 clusters Score -3144641 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -3144822.000000 Penalty: 5154.861328
	Iteration 16Q: 3 clusters Score -3144822 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -3144957.500000 Penalty: 5154.861328
	Iteration 17Q: 3 clusters Score -3144958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3145046.000000 Penalty: 5154.861328
	Iteration 18Q: 3 clusters Score -3145046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3145099.750000 Penalty: 5154.861328
	Iteration 19Q: 3 clusters Score -3145100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -3145130.250000 Penalty: 5154.861328
	Iteration 20F: 3 clusters Score -3145130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -3145154.250000 Penalty: 5154.861328
	Iteration 21Q: 3 clusters Score -3145154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -3145171.500000 Penalty: 5154.861328
	Iteration 22Q: 3 clusters Score -3145172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3145180.750000 Penalty: 5154.861328
	Iteration 23Q: 3 clusters Score -3145181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3145193.000000 Penalty: 5154.861328
	Iteration 24Q: 3 clusters Score -3145193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -3145203.750000 Penalty: 5154.861328
	Iteration 25Q: 3 clusters Score -3145204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3145210.500000 Penalty: 5154.861328
	Iteration 26Q: 3 clusters Score -3145210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -3145217.000000 Penalty: 5154.861328
	Iteration 27Q: 3 clusters Score -3145217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3145219.000000 Penalty: 5154.861328
	Iteration 28Q: 3 clusters Score -3145219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3145222.750000 Penalty: 5154.861328
	Iteration 29Q: 3 clusters Score -3145223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3145229.750000 Penalty: 5154.861328
	Iteration 30Q: 3 clusters Score -3145230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3145236.750000 Penalty: 5154.861328
	Iteration 31Q: 3 clusters Score -3145237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3145240.000000 Penalty: 5154.861328
	Iteration 32Q: 3 clusters Score -3145240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3145246.000000 Penalty: 5154.861328
	Iteration 33Q: 3 clusters Score -3145246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3145249.750000 Penalty: 5154.861328
	Iteration 34Q: 3 clusters Score -3145250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -3145252.500000 Penalty: 5154.861328
	Iteration 35Q: 3 clusters Score -3145252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3145256.500000 Penalty: 5154.861328
	Iteration 36Q: 3 clusters Score -3145256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3145263.250000 Penalty: 5154.861328
	Iteration 37Q: 3 clusters Score -3145263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3145264.750000 Penalty: 5154.861328
	Iteration 38Q: 3 clusters Score -3145265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3145264.750000 Penalty: 5154.861328
	Iteration 39F: 3 clusters Score -3145265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -276633.843750 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -276633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -273502.093750 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -273502.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274159.406250 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -274159.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -274299.437500 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -274299.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274367.781250 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -274367.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -274422.843750 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -274422.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -274477.125000 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -274477.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -274527.781250 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -274527.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -274576.375000 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -274576.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -274625.375000 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -274625.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -274676.062500 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -274676.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -274720.906250 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -274720.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274751.687500 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -274751.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -274774.593750 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -274774.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -274795.531250 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -274795.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -274817.218750 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -274817.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -274845.562500 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -274845.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -274870.000000 Penalty: 3959.447754
	Iteration 16Q: 3 clusters Score -274870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -274890.687500 Penalty: 3959.447754
	Iteration 17Q: 3 clusters Score -274890.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -274904.750000 Penalty: 3959.447754
	Iteration 18Q: 3 clusters Score -274904.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -274917.500000 Penalty: 3959.447754
	Iteration 19Q: 3 clusters Score -274917.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -274929.531250 Penalty: 3959.447754
	Iteration 20F: 3 clusters Score -274929.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -274943.562500 Penalty: 3959.447754
	Iteration 21Q: 3 clusters Score -274943.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -274954.625000 Penalty: 3959.447754
	Iteration 22Q: 3 clusters Score -274954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -274965.125000 Penalty: 3959.447754
	Iteration 23Q: 3 clusters Score -274965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -274974.406250 Penalty: 3959.447754
	Iteration 24Q: 3 clusters Score -274974.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -274981.812500 Penalty: 3959.447754
	Iteration 25Q: 3 clusters Score -274981.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -274993.093750 Penalty: 3959.447754
	Iteration 26Q: 3 clusters Score -274993.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -275001.531250 Penalty: 3959.447754
	Iteration 27Q: 3 clusters Score -275001.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -275007.718750 Penalty: 3959.447754
	Iteration 28Q: 3 clusters Score -275007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -275011.062500 Penalty: 3959.447754
	Iteration 29Q: 3 clusters Score -275011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -275013.843750 Penalty: 3959.447754
	Iteration 30Q: 3 clusters Score -275013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -275016.218750 Penalty: 3959.447754
	Iteration 31Q: 3 clusters Score -275016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -275017.312500 Penalty: 3959.447754
	Iteration 32Q: 3 clusters Score -275017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -275018.156250 Penalty: 3959.447754
	Iteration 33Q: 3 clusters Score -275018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -275020.562500 Penalty: 3959.447754
	Iteration 34Q: 3 clusters Score -275020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -275022.031250 Penalty: 3959.447754
	Iteration 35Q: 3 clusters Score -275022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -275024.843750 Penalty: 3959.447754
	Iteration 36Q: 3 clusters Score -275024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -275025.593750 Penalty: 3959.447754
	Iteration 37Q: 3 clusters Score -275025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -275027.468750 Penalty: 3959.447754
	Iteration 38Q: 3 clusters Score -275027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -275027.781250 Penalty: 3959.447754
	Iteration 39Q: 3 clusters Score -275027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -275028.937500 Penalty: 3959.447754
	Iteration 40F: 3 clusters Score -275028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -275028.687500 Penalty: 3959.447754
	Iteration 41Q: 3 clusters Score -275028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -275029.312500 Penalty: 3959.447754
	Iteration 42Q: 3 clusters Score -275029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -275029.312500 Penalty: 3959.447754
	Iteration 43F: 3 clusters Score -275029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Entering Unmasked Estep 
Score: -339670.156250 Penalty: 2027.535767
	Iteration 0F: 2 clusters Score -339670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -336052.187500 Penalty: 4055.071533
	Iteration 0F: 3 clusters Score -336052.2 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -336880.750000 Penalty: 4055.071533
	Iteration 1F: 3 clusters Score -336880.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -337095.531250 Penalty: 4055.071533
	Iteration 2F: 3 clusters Score -337095.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -337274.656250 Penalty: 4055.071533
	Iteration 3F: 3 clusters Score -337274.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -337431.687500 Penalty: 4055.071533
	Iteration 4Q: 3 clusters Score -337431.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -337587.937500 Penalty: 4055.071533
	Iteration 5F: 3 clusters Score -337587.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -337744.187500 Penalty: 4055.071533
	Iteration 6F: 3 clusters Score -337744.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -337880.031250 Penalty: 4055.071533
	Iteration 7Q: 3 clusters Score -337880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337996.718750 Penalty: 4055.071533
	Iteration 8Q: 3 clusters Score -337996.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -338087.843750 Penalty: 4055.071533
	Iteration 9Q: 3 clusters Score -338087.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -338142.250000 Penalty: 4055.071533
	Iteration 10Q: 3 clusters Score -338142.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -338171.531250 Penalty: 4055.071533
	Iteration 11Q: 3 clusters Score -338171.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -338188.375000 Penalty: 4055.071533
	Iteration 12Q: 3 clusters Score -338188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -338204.843750 Penalty: 4055.071533
	Iteration 13Q: 3 clusters Score -338204.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -338220.468750 Penalty: 4055.071533
	Iteration 14Q: 3 clusters Score -338220.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -338235.343750 Penalty: 4055.071533
	Iteration 15Q: 3 clusters Score -338235.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -338245.437500 Penalty: 4055.071533
	Iteration 16Q: 3 clusters Score -338245.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -338254.312500 Penalty: 4055.071533
	Iteration 17Q: 3 clusters Score -338254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -338259.375000 Penalty: 4055.071533
	Iteration 18Q: 3 clusters Score -338259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -338262.156250 Penalty: 4055.071533
	Iteration 19Q: 3 clusters Score -338262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -338267.187500 Penalty: 4055.071533
	Iteration 20F: 3 clusters Score -338267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -338270.281250 Penalty: 4055.071533
	Iteration 21Q: 3 clusters Score -338270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -338271.625000 Penalty: 4055.071533
	Iteration 22Q: 3 clusters Score -338271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -338274.906250 Penalty: 4055.071533
	Iteration 23Q: 3 clusters Score -338274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -338275.625000 Penalty: 4055.071533
	Iteration 24Q: 3 clusters Score -338275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -338276.781250 Penalty: 4055.071533
	Iteration 25Q: 3 clusters Score -338276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -338277.812500 Penalty: 4055.071533
	Iteration 26Q: 3 clusters Score -338277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -338277.250000 Penalty: 4055.071533
	Iteration 27Q: 3 clusters Score -338277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -338278.625000 Penalty: 4055.071533
	Iteration 28Q: 3 clusters Score -338278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -338279.656250 Penalty: 4055.071533
	Iteration 29Q: 3 clusters Score -338279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -338279.656250 Penalty: 4055.071533
	Iteration 30F: 3 clusters Score -338279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -282791.531250 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -282791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -279456.875000 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -279456.9 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -280221.718750 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -280221.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -280508.843750 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -280508.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -280720.125000 Penalty: 3981.951904
	Iteration 3F: 3 clusters Score -280720.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -280915.125000 Penalty: 3981.951904
	Iteration 4F: 3 clusters Score -280915.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281057.687500 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -281057.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -281169.343750 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -281169.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281253.468750 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -281253.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -281316.125000 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -281316.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -281363.187500 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -281363.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281390.906250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -281390.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281406.500000 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -281406.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -281417.093750 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -281417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -281426.062500 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -281426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -281432.406250 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -281432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -281438.093750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -281438.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281447.281250 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -281447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -281454.187500 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -281454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -281460.281250 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -281460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281466.625000 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -281466.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -281471.750000 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -281471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -281477.625000 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -281477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -281481.031250 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -281481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -281483.937500 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -281483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -281485.468750 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -281485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -281487.000000 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -281487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -281488.593750 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -281488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -281491.218750 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -281491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -281493.000000 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -281493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -281496.656250 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -281496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -281498.406250 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -281498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -281499.625000 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -281499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -281499.625000 Penalty: 3981.951904
	Iteration 32F: 3 clusters Score -281499.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Entering Unmasked Estep 
Score: -705962.812500 Penalty: 2208.583740
	Iteration 0F: 2 clusters Score -705962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -699928.687500 Penalty: 4417.167480
	Iteration 0F: 3 clusters Score -699928.7 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -701603.812500 Penalty: 4417.167480
	Iteration 1F: 3 clusters Score -701603.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -701902.812500 Penalty: 4417.167480
	Iteration 2F: 3 clusters Score -701902.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -702135.062500 Penalty: 4417.167480
	Iteration 3F: 3 clusters Score -702135.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -702326.625000 Penalty: 4417.167480
	Iteration 4Q: 3 clusters Score -702326.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -702490.625000 Penalty: 4417.167480
	Iteration 5Q: 3 clusters Score -702490.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -702672.750000 Penalty: 4417.167480
	Iteration 6Q: 3 clusters Score -702672.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -702909.937500 Penalty: 4417.167480
	Iteration 7Q: 3 clusters Score -702909.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -703191.687500 Penalty: 4417.167480
	Iteration 8Q: 3 clusters Score -703191.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -703471.562500 Penalty: 4417.167480
	Iteration 9Q: 3 clusters Score -703471.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -703705.000000 Penalty: 4417.167480
	Iteration 10Q: 3 clusters Score -703705 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -703896.750000 Penalty: 4417.167480
	Iteration 11Q: 3 clusters Score -703896.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -704040.500000 Penalty: 4417.167480
	Iteration 12Q: 3 clusters Score -704040.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -704137.687500 Penalty: 4417.167480
	Iteration 13Q: 3 clusters Score -704137.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -704188.250000 Penalty: 4417.167480
	Iteration 14Q: 3 clusters Score -704188.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -704218.562500 Penalty: 4417.167480
	Iteration 15Q: 3 clusters Score -704218.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -704246.562500 Penalty: 4417.167480
	Iteration 16Q: 3 clusters Score -704246.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -704260.937500 Penalty: 4417.167480
	Iteration 17Q: 3 clusters Score -704260.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -704270.312500 Penalty: 4417.167480
	Iteration 18Q: 3 clusters Score -704270.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -704277.437500 Penalty: 4417.167480
	Iteration 19Q: 3 clusters Score -704277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -704281.562500 Penalty: 4417.167480
	Iteration 20F: 3 clusters Score -704281.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -704286.000000 Penalty: 4417.167480
	Iteration 21Q: 3 clusters Score -704286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -704290.187500 Penalty: 4417.167480
	Iteration 22Q: 3 clusters Score -704290.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -704297.375000 Penalty: 4417.167480
	Iteration 23Q: 3 clusters Score -704297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -704300.562500 Penalty: 4417.167480
	Iteration 24Q: 3 clusters Score -704300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -704304.062500 Penalty: 4417.167480
	Iteration 25Q: 3 clusters Score -704304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -704305.812500 Penalty: 4417.167480
	Iteration 26Q: 3 clusters Score -704305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -704307.437500 Penalty: 4417.167480
	Iteration 27Q: 3 clusters Score -704307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -704310.187500 Penalty: 4417.167480
	Iteration 28Q: 3 clusters Score -704310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -704311.437500 Penalty: 4417.167480
	Iteration 29Q: 3 clusters Score -704311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -704310.437500 Penalty: 4417.167480
	Iteration 30Q: 3 clusters Score -704310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -704310.812500 Penalty: 4417.167480
	Iteration 31Q: 3 clusters Score -704310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -704311.000000 Penalty: 4417.167480
	Iteration 32Q: 3 clusters Score -704311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -704310.375000 Penalty: 4417.167480
	Iteration 33Q: 3 clusters Score -704310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -704310.375000 Penalty: 4417.167480
	Iteration 34F: 3 clusters Score -704310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Entering Unmasked Estep 
Score: -3295500.750000 Penalty: 2583.260010
	Iteration 0F: 2 clusters Score -3295501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3272599.250000 Penalty: 5166.520020
	Iteration 0F: 3 clusters Score -3272599 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3281105.500000 Penalty: 5166.520020
	Iteration 1F: 3 clusters Score -3281106 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3281745.750000 Penalty: 5166.520020
	Iteration 2F: 3 clusters Score -3281746 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3282455.500000 Penalty: 5166.520020
	Iteration 3F: 3 clusters Score -3282456 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3283380.500000 Penalty: 5166.520020
	Iteration 4F: 3 clusters Score -3283380 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3284584.250000 Penalty: 5166.520020
	Iteration 5F: 3 clusters Score -3284584 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3286005.250000 Penalty: 5166.520020
	Iteration 6F: 3 clusters Score -3286005 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3287561.250000 Penalty: 5166.520020
	Iteration 7F: 3 clusters Score -3287561 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3289069.750000 Penalty: 5166.520020
	Iteration 8F: 3 clusters Score -3289070 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3290410.500000 Penalty: 5166.520020
	Iteration 9F: 3 clusters Score -3290410 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3291433.500000 Penalty: 5166.520020
	Iteration 10Q: 3 clusters Score -3291434 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3292088.000000 Penalty: 5166.520020
	Iteration 11Q: 3 clusters Score -3292088 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3292498.250000 Penalty: 5166.520020
	Iteration 12Q: 3 clusters Score -3292498 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -3292770.500000 Penalty: 5166.520020
	Iteration 13Q: 3 clusters Score -3292770 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3292930.000000 Penalty: 5166.520020
	Iteration 14Q: 3 clusters Score -3292930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -3293033.500000 Penalty: 5166.520020
	Iteration 15Q: 3 clusters Score -3293034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3293112.000000 Penalty: 5166.520020
	Iteration 16Q: 3 clusters Score -3293112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -3293179.000000 Penalty: 5166.520020
	Iteration 17Q: 3 clusters Score -3293179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3293230.000000 Penalty: 5166.520020
	Iteration 18Q: 3 clusters Score -3293230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3293254.500000 Penalty: 5166.520020
	Iteration 19Q: 3 clusters Score -3293254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3293275.250000 Penalty: 5166.520020
	Iteration 20F: 3 clusters Score -3293275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3293289.000000 Penalty: 5166.520020
	Iteration 21Q: 3 clusters Score -3293289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3293300.750000 Penalty: 5166.520020
	Iteration 22Q: 3 clusters Score -3293301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3293306.500000 Penalty: 5166.520020
	Iteration 23Q: 3 clusters Score -3293306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3293317.750000 Penalty: 5166.520020
	Iteration 24Q: 3 clusters Score -3293318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3293320.000000 Penalty: 5166.520020
	Iteration 25Q: 3 clusters Score -3293320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3293323.250000 Penalty: 5166.520020
	Iteration 26Q: 3 clusters Score -3293323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3293323.500000 Penalty: 5166.520020
	Iteration 27Q: 3 clusters Score -3293324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3293327.500000 Penalty: 5166.520020
	Iteration 28Q: 3 clusters Score -3293328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3293333.250000 Penalty: 5166.520020
	Iteration 29Q: 3 clusters Score -3293333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3293333.750000 Penalty: 5166.520020
	Iteration 30Q: 3 clusters Score -3293334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -3293334.750000 Penalty: 5166.520020
	Iteration 31Q: 3 clusters Score -3293335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -3293335.250000 Penalty: 5166.520020
	Iteration 32Q: 3 clusters Score -3293335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -3293334.250000 Penalty: 5166.520020
	Iteration 33Q: 3 clusters Score -3293334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -3293334.250000 Penalty: 5166.520020
	Iteration 34F: 3 clusters Score -3293334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -75331.101562 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -75331.1 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 449 members 
Entering Unmasked Estep 
Score: -73541.703125 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -73541.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -73854.062500 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -73854.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73951.335938 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -73951.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73998.843750 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -73998.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74048.242188 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -74048.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74113.500000 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -74113.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74152.101562 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -74152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74205.281250 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -74205.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74242.234375 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -74242.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74313.570312 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -74313.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74359.554688 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -74359.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74399.109375 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -74399.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74437.085938 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -74437.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -74471.093750 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -74471.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74531.539062 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -74531.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -74621.937500 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -74621.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -74702.476562 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -74702.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74763.929688 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -74763.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74833.679688 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -74833.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74885.710938 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -74885.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74912.250000 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -74912.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74920.632812 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -74920.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74930.484375 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -74930.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74936.351562 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -74936.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74940.570312 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -74940.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74947.781250 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -74947.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74950.484375 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -74950.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74950.484375 Penalty: 3357.742432
	Iteration 27F: 3 clusters Score -74950.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -736218.250000 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -736218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -729254.750000 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -729254.8 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -731527.687500 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -731527.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -732110.687500 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -732110.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -732699.750000 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -732699.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -733264.750000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -733264.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -733725.000000 Penalty: 4512.974121
	Iteration 5F: 3 clusters Score -733725 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -734076.000000 Penalty: 4512.974121
	Iteration 6F: 3 clusters Score -734076 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -734335.062500 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -734335.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -734510.625000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -734510.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -734625.562500 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -734625.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -734708.687500 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -734708.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -734785.062500 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -734785.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -734847.625000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -734847.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -734907.562500 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -734907.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -734975.062500 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -734975.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -735033.250000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -735033.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -735085.437500 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -735085.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -735139.062500 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -735139.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -735184.000000 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -735184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -735224.375000 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -735224.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -735268.187500 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -735268.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -735320.937500 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -735320.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -735374.125000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -735374.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -735416.000000 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -735416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -735450.500000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -735450.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -735486.437500 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -735486.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -735513.500000 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -735513.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -735527.937500 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -735527.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -735536.875000 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -735536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -735543.000000 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -735543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -735550.562500 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -735550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -735555.250000 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -735555.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -735562.062500 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -735562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -735568.562500 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -735568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -735573.687500 Penalty: 4512.974121
	Iteration 34Q: 3 clusters Score -735573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -735575.562500 Penalty: 4512.974121
	Iteration 35Q: 3 clusters Score -735575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -735577.125000 Penalty: 4512.974121
	Iteration 36Q: 3 clusters Score -735577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -735578.750000 Penalty: 4512.974121
	Iteration 37Q: 3 clusters Score -735578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -735578.875000 Penalty: 4512.974121
	Iteration 38Q: 3 clusters Score -735578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -735578.625000 Penalty: 4512.974121
	Iteration 39Q: 3 clusters Score -735578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -735578.562500 Penalty: 4512.974121
	Iteration 40F: 3 clusters Score -735578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -735579.500000 Penalty: 4512.974121
	Iteration 41Q: 3 clusters Score -735579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -735579.500000 Penalty: 4512.974121
	Iteration 42F: 3 clusters Score -735579.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Entering Unmasked Estep 
Score: -3581027.500000 Penalty: 2606.740234
	Iteration 0F: 2 clusters Score -3581028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3556151.500000 Penalty: 5213.480469
	Iteration 0F: 3 clusters Score -3556152 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3565499.000000 Penalty: 5213.480469
	Iteration 1F: 3 clusters Score -3565499 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3566207.000000 Penalty: 5213.480469
	Iteration 2Q: 3 clusters Score -3566207 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3567090.000000 Penalty: 5213.480469
	Iteration 3F: 3 clusters Score -3567090 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3568214.250000 Penalty: 5213.480469
	Iteration 4F: 3 clusters Score -3568214 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3569567.250000 Penalty: 5213.480469
	Iteration 5F: 3 clusters Score -3569567 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3571004.500000 Penalty: 5213.480469
	Iteration 6F: 3 clusters Score -3571004 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3572381.000000 Penalty: 5213.480469
	Iteration 7F: 3 clusters Score -3572381 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3573716.750000 Penalty: 5213.480469
	Iteration 8F: 3 clusters Score -3573717 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -3574997.750000 Penalty: 5213.480469
	Iteration 9Q: 3 clusters Score -3574998 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -3576154.500000 Penalty: 5213.480469
	Iteration 10Q: 3 clusters Score -3576154 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -3577136.250000 Penalty: 5213.480469
	Iteration 11Q: 3 clusters Score -3577136 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -3577819.250000 Penalty: 5213.480469
	Iteration 12Q: 3 clusters Score -3577819 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3578232.000000 Penalty: 5213.480469
	Iteration 13Q: 3 clusters Score -3578232 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -3578470.000000 Penalty: 5213.480469
	Iteration 14Q: 3 clusters Score -3578470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -3578636.250000 Penalty: 5213.480469
	Iteration 15Q: 3 clusters Score -3578636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -3578723.250000 Penalty: 5213.480469
	Iteration 16Q: 3 clusters Score -3578723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -3578778.250000 Penalty: 5213.480469
	Iteration 17Q: 3 clusters Score -3578778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -3578805.250000 Penalty: 5213.480469
	Iteration 18Q: 3 clusters Score -3578805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -3578844.750000 Penalty: 5213.480469
	Iteration 19Q: 3 clusters Score -3578845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -3578872.750000 Penalty: 5213.480469
	Iteration 20F: 3 clusters Score -3578873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -3578893.000000 Penalty: 5213.480469
	Iteration 21Q: 3 clusters Score -3578893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3578908.250000 Penalty: 5213.480469
	Iteration 22Q: 3 clusters Score -3578908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3578916.500000 Penalty: 5213.480469
	Iteration 23Q: 3 clusters Score -3578916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3578921.750000 Penalty: 5213.480469
	Iteration 24Q: 3 clusters Score -3578922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -3578933.000000 Penalty: 5213.480469
	Iteration 25Q: 3 clusters Score -3578933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -3578939.750000 Penalty: 5213.480469
	Iteration 26Q: 3 clusters Score -3578940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -3578935.000000 Penalty: 5213.480469
	Iteration 27Q: 3 clusters Score -3578935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -3578942.250000 Penalty: 5213.480469
	Iteration 28Q: 3 clusters Score -3578942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -3578949.000000 Penalty: 5213.480469
	Iteration 29Q: 3 clusters Score -3578949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3578952.500000 Penalty: 5213.480469
	Iteration 30Q: 3 clusters Score -3578952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3578952.000000 Penalty: 5213.480469
	Iteration 31Q: 3 clusters Score -3578952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3578954.000000 Penalty: 5213.480469
	Iteration 32Q: 3 clusters Score -3578954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3578954.000000 Penalty: 5213.480469
	Iteration 33F: 3 clusters Score -3578954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (98106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Entering Unmasked Estep 
Score: -9565354.000000 Penalty: 2850.463379
	Iteration 0F: 2 clusters Score -9565354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -9499499.000000 Penalty: 5700.926758
	Iteration 0F: 3 clusters Score -9499499 nChanged 46485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -9526125.000000 Penalty: 5700.926758
	Iteration 1F: 3 clusters Score -9526125 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9526988.000000 Penalty: 5700.926758
	Iteration 2Q: 3 clusters Score -9526988 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -9527879.000000 Penalty: 5700.926758
	Iteration 3Q: 3 clusters Score -9527879 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -9528935.000000 Penalty: 5700.926758
	Iteration 4Q: 3 clusters Score -9528935 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -9530308.000000 Penalty: 5700.926758
	Iteration 5Q: 3 clusters Score -9530308 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -9531901.000000 Penalty: 5700.926758
	Iteration 6Q: 3 clusters Score -9531901 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -9534028.000000 Penalty: 5700.926758
	Iteration 7Q: 3 clusters Score -9534028 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -9536426.000000 Penalty: 5700.926758
	Iteration 8Q: 3 clusters Score -9536426 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -9539215.000000 Penalty: 5700.926758
	Iteration 9F: 3 clusters Score -9539215 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -9541937.000000 Penalty: 5700.926758
	Iteration 10F: 3 clusters Score -9541937 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -9544483.000000 Penalty: 5700.926758
	Iteration 11Q: 3 clusters Score -9544483 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -9546668.000000 Penalty: 5700.926758
	Iteration 12Q: 3 clusters Score -9546668 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -9548547.000000 Penalty: 5700.926758
	Iteration 13Q: 3 clusters Score -9548547 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -9550224.000000 Penalty: 5700.926758
	Iteration 14Q: 3 clusters Score -9550224 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -9551802.000000 Penalty: 5700.926758
	Iteration 15Q: 3 clusters Score -9551802 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -9553122.000000 Penalty: 5700.926758
	Iteration 16Q: 3 clusters Score -9553122 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -9554437.000000 Penalty: 5700.926758
	Iteration 17Q: 3 clusters Score -9554437 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -9555559.000000 Penalty: 5700.926758
	Iteration 18Q: 3 clusters Score -9555559 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -9556653.000000 Penalty: 5700.926758
	Iteration 19Q: 3 clusters Score -9556653 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -9557639.000000 Penalty: 5700.926758
	Iteration 20F: 3 clusters Score -9557639 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -9558617.000000 Penalty: 5700.926758
	Iteration 21Q: 3 clusters Score -9558617 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -9559431.000000 Penalty: 5700.926758
	Iteration 22Q: 3 clusters Score -9559431 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -9560169.000000 Penalty: 5700.926758
	Iteration 23Q: 3 clusters Score -9560169 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -9560830.000000 Penalty: 5700.926758
	Iteration 24Q: 3 clusters Score -9560830 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9561320.000000 Penalty: 5700.926758
	Iteration 25Q: 3 clusters Score -9561320 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -9561768.000000 Penalty: 5700.926758
	Iteration 26Q: 3 clusters Score -9561768 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9562059.000000 Penalty: 5700.926758
	Iteration 27Q: 3 clusters Score -9562059 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9562306.000000 Penalty: 5700.926758
	Iteration 28Q: 3 clusters Score -9562306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9562495.000000 Penalty: 5700.926758
	Iteration 29Q: 3 clusters Score -9562495 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9562630.000000 Penalty: 5700.926758
	Iteration 30Q: 3 clusters Score -9562630 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9562725.000000 Penalty: 5700.926758
	Iteration 31Q: 3 clusters Score -9562725 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9562776.000000 Penalty: 5700.926758
	Iteration 32Q: 3 clusters Score -9562776 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9562839.000000 Penalty: 5700.926758
	Iteration 33Q: 3 clusters Score -9562839 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9562897.000000 Penalty: 5700.926758
	Iteration 34Q: 3 clusters Score -9562897 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9562932.000000 Penalty: 5700.926758
	Iteration 35Q: 3 clusters Score -9562932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9562975.000000 Penalty: 5700.926758
	Iteration 36Q: 3 clusters Score -9562975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9562997.000000 Penalty: 5700.926758
	Iteration 37Q: 3 clusters Score -9562997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9563012.000000 Penalty: 5700.926758
	Iteration 38Q: 3 clusters Score -9563012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9563023.000000 Penalty: 5700.926758
	Iteration 39Q: 3 clusters Score -9563023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9563041.000000 Penalty: 5700.926758
	Iteration 40F: 3 clusters Score -9563041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9563046.000000 Penalty: 5700.926758
	Iteration 41Q: 3 clusters Score -9563046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9563044.000000 Penalty: 5700.926758
	Iteration 42Q: 3 clusters Score -9563044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9563057.000000 Penalty: 5700.926758
	Iteration 43Q: 3 clusters Score -9563057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9563066.000000 Penalty: 5700.926758
	Iteration 44Q: 3 clusters Score -9563066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9563064.000000 Penalty: 5700.926758
	Iteration 45Q: 3 clusters Score -9563064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9563059.000000 Penalty: 5700.926758
	Iteration 46Q: 3 clusters Score -9563059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9563063.000000 Penalty: 5700.926758
	Iteration 47Q: 3 clusters Score -9563063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9563053.000000 Penalty: 5700.926758
	Iteration 48Q: 3 clusters Score -9563053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9563056.000000 Penalty: 5700.926758
	Iteration 49Q: 3 clusters Score -9563056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9563061.000000 Penalty: 5700.926758
	Iteration 50Q: 3 clusters Score -9563061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9563054.000000 Penalty: 5700.926758
	Iteration 51Q: 3 clusters Score -9563054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9563061.000000 Penalty: 5700.926758
	Iteration 52Q: 3 clusters Score -9563061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9563057.000000 Penalty: 5700.926758
	Iteration 53Q: 3 clusters Score -9563057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9563060.000000 Penalty: 5700.926758
	Iteration 54Q: 3 clusters Score -9563060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9563060.000000 Penalty: 5700.926758
	Iteration 55F: 3 clusters Score -9563060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -230131.609375 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -230131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -227186.718750 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -227186.7 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -227767.406250 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -227767.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -227919.515625 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -227919.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -228031.265625 Penalty: 3878.140869
	Iteration 3F: 3 clusters Score -228031.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -228158.203125 Penalty: 3878.140869
	Iteration 4Q: 3 clusters Score -228158.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228291.406250 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -228291.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228400.843750 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -228400.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228511.546875 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -228511.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -228606.125000 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -228606.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -228675.921875 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -228675.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -228725.859375 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -228725.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -228771.187500 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -228771.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -228792.687500 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -228792.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -228820.562500 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -228820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -228844.312500 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -228844.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228861.343750 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -228861.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228872.546875 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -228872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -228877.093750 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -228877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228881.531250 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -228881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228884.343750 Penalty: 3878.140869
	Iteration 19Q: 3 clusters Score -228884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228887.265625 Penalty: 3878.140869
	Iteration 20F: 3 clusters Score -228887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228890.718750 Penalty: 3878.140869
	Iteration 21Q: 3 clusters Score -228890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -228895.265625 Penalty: 3878.140869
	Iteration 22Q: 3 clusters Score -228895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228897.828125 Penalty: 3878.140869
	Iteration 23Q: 3 clusters Score -228897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228899.250000 Penalty: 3878.140869
	Iteration 24Q: 3 clusters Score -228899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -228899.671875 Penalty: 3878.140869
	Iteration 25Q: 3 clusters Score -228899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -228899.671875 Penalty: 3878.140869
	Iteration 26F: 3 clusters Score -228899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -49520.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -49520.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47941.800781 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -47941.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48139.363281 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -48139.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48212.320312 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -48212.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48250.207031 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -48250.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48281.992188 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -48281.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48315.800781 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -48315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48320.847656 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -48320.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48330.640625 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -48330.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48338.949219 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -48338.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48374.570312 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -48374.57 nChanged 6
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: -48422.371094 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -48422.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48588.976562 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -48588.98 nChanged 14
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: -48766.523438 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -48766.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48819.406250 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -48819.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48873.132812 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -48873.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48928.714844 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -48928.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48966.062500 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -48966.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49007.472656 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -49007.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49023.554688 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -49023.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49024.007812 Penalty: 3143.942627
	Iteration 19F: 3 clusters Score -49024.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49029.503906 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -49029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49036.964844 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -49036.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49044.117188 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -49044.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49056.839844 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -49056.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49068.144531 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -49068.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49075.070312 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -49075.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -49110.597656 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -49110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49252.812500 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -49252.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49581.988281 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -49581.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49674.304688 Penalty: 3143.942627
	Iteration 29Q: 3 clusters Score -49674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49692.828125 Penalty: 3143.942627
	Iteration 30Q: 3 clusters Score -49692.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49708.066406 Penalty: 3143.942627
	Iteration 31Q: 3 clusters Score -49708.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49709.843750 Penalty: 3143.942627
	Iteration 32Q: 3 clusters Score -49709.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -49709.843750 Penalty: 3143.942627
	Iteration 33F: 3 clusters Score -49709.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 172 members 
Mstep: Class 42 contains 5749 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 121612 members 
Mstep: Class 56 contains 884 members 
Mstep: Class 57 contains 328 members 
Mstep: Class 58 contains 394 members 
Entering Unmasked Estep 
Score: -84128576.000000 Penalty: 197388.671875
Splitting cluster 41 changes total score from -84125024.000000 to -84128576.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 42 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -536458.937500 Penalty: 2146.881836
	Iteration 0F: 2 clusters Score -536458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -531461.500000 Penalty: 4293.763672
	Iteration 0F: 3 clusters Score -531461.5 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -532918.500000 Penalty: 4293.763672
	Iteration 1F: 3 clusters Score -532918.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -533392.625000 Penalty: 4293.763672
	Iteration 2F: 3 clusters Score -533392.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -533866.437500 Penalty: 4293.763672
	Iteration 3F: 3 clusters Score -533866.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -534365.187500 Penalty: 4293.763672
	Iteration 4F: 3 clusters Score -534365.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -534773.437500 Penalty: 4293.763672
	Iteration 5F: 3 clusters Score -534773.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -535044.000000 Penalty: 4293.763672
	Iteration 6F: 3 clusters Score -535044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -535250.625000 Penalty: 4293.763672
	Iteration 7Q: 3 clusters Score -535250.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -535456.625000 Penalty: 4293.763672
	Iteration 8Q: 3 clusters Score -535456.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -535656.937500 Penalty: 4293.763672
	Iteration 9Q: 3 clusters Score -535656.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -535885.312500 Penalty: 4293.763672
	Iteration 10Q: 3 clusters Score -535885.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -536123.375000 Penalty: 4293.763672
	Iteration 11Q: 3 clusters Score -536123.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -536299.312500 Penalty: 4293.763672
	Iteration 12Q: 3 clusters Score -536299.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -536434.125000 Penalty: 4293.763672
	Iteration 13Q: 3 clusters Score -536434.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -536526.937500 Penalty: 4293.763672
	Iteration 14Q: 3 clusters Score -536526.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -536577.062500 Penalty: 4293.763672
	Iteration 15Q: 3 clusters Score -536577.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -536595.250000 Penalty: 4293.763672
	Iteration 16Q: 3 clusters Score -536595.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -536606.125000 Penalty: 4293.763672
	Iteration 17Q: 3 clusters Score -536606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -536609.250000 Penalty: 4293.763672
	Iteration 18Q: 3 clusters Score -536609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -536610.750000 Penalty: 4293.763672
	Iteration 19Q: 3 clusters Score -536610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -536612.250000 Penalty: 4293.763672
	Iteration 20F: 3 clusters Score -536612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -536616.375000 Penalty: 4293.763672
	Iteration 21Q: 3 clusters Score -536616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -536616.812500 Penalty: 4293.763672
	Iteration 22Q: 3 clusters Score -536616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -536618.000000 Penalty: 4293.763672
	Iteration 23Q: 3 clusters Score -536618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -536618.375000 Penalty: 4293.763672
	Iteration 24Q: 3 clusters Score -536618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -536618.437500 Penalty: 4293.763672
	Iteration 25Q: 3 clusters Score -536618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -536618.437500 Penalty: 4293.763672
	Iteration 26F: 3 clusters Score -536618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 172 members 
Mstep: Class 42 contains 2317 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 121612 members 
Mstep: Class 56 contains 884 members 
Mstep: Class 57 contains 328 members 
Mstep: Class 58 contains 394 members 
Mstep: Class 59 contains 3432 members 
Entering Unmasked Estep 
Score: -84127624.000000 Penalty: 200791.921875
Splitting cluster 42 changes total score from -84125024.000000 to -84127624.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 43 (13462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Entering Unmasked Estep 
Score: -1189344.625000 Penalty: 2357.891357
	Iteration 0F: 2 clusters Score -1189345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1179389.000000 Penalty: 4715.782715
	Iteration 0F: 3 clusters Score -1179389 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1182624.875000 Penalty: 4715.782715
	Iteration 1F: 3 clusters Score -1182625 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1183014.875000 Penalty: 4715.782715
	Iteration 2F: 3 clusters Score -1183015 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1183281.375000 Penalty: 4715.782715
	Iteration 3F: 3 clusters Score -1183281 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1183501 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1183674.625000 Penalty: 4715.782715
	Iteration 5Q: 3 clusters Score -1183675 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1183839.875000 Penalty: 4715.782715
	Iteration 6Q: 3 clusters Score -1183840 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1183983.750000 Penalty: 4715.782715
	Iteration 7Q: 3 clusters Score -1183984 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1184145.000000 Penalty: 4715.782715
	Iteration 8Q: 3 clusters Score -1184145 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1184313.875000 Penalty: 4715.782715
	Iteration 9Q: 3 clusters Score -1184314 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1184493.625000 Penalty: 4715.782715
	Iteration 10Q: 3 clusters Score -1184494 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1184684.875000 Penalty: 4715.782715
	Iteration 11Q: 3 clusters Score -1184685 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1184921.875000 Penalty: 4715.782715
	Iteration 12Q: 3 clusters Score -1184922 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1185168.875000 Penalty: 4715.782715
	Iteration 13Q: 3 clusters Score -1185169 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1185411.250000 Penalty: 4715.782715
	Iteration 14Q: 3 clusters Score -1185411 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1185658.375000 Penalty: 4715.782715
	Iteration 15Q: 3 clusters Score -1185658 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1185866.750000 Penalty: 4715.782715
	Iteration 16Q: 3 clusters Score -1185867 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1186029.875000 Penalty: 4715.782715
	Iteration 17Q: 3 clusters Score -1186030 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1186143.375000 Penalty: 4715.782715
	Iteration 18Q: 3 clusters Score -1186143 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1186226.625000 Penalty: 4715.782715
	Iteration 19Q: 3 clusters Score -1186227 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1186279.500000 Penalty: 4715.782715
	Iteration 20F: 3 clusters Score -1186280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1186318.500000 Penalty: 4715.782715
	Iteration 21Q: 3 clusters Score -1186318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1186356.875000 Penalty: 4715.782715
	Iteration 22Q: 3 clusters Score -1186357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1186390.500000 Penalty: 4715.782715
	Iteration 23Q: 3 clusters Score -1186390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1186417.875000 Penalty: 4715.782715
	Iteration 24Q: 3 clusters Score -1186418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1186446.875000 Penalty: 4715.782715
	Iteration 25Q: 3 clusters Score -1186447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1186480.375000 Penalty: 4715.782715
	Iteration 26Q: 3 clusters Score -1186480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1186511.125000 Penalty: 4715.782715
	Iteration 27Q: 3 clusters Score -1186511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1186537.250000 Penalty: 4715.782715
	Iteration 28Q: 3 clusters Score -1186537 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1186566.125000 Penalty: 4715.782715
	Iteration 29Q: 3 clusters Score -1186566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1186597.375000 Penalty: 4715.782715
	Iteration 30Q: 3 clusters Score -1186597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1186630.125000 Penalty: 4715.782715
	Iteration 31Q: 3 clusters Score -1186630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1186645.625000 Penalty: 4715.782715
	Iteration 32Q: 3 clusters Score -1186646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1186660.875000 Penalty: 4715.782715
	Iteration 33Q: 3 clusters Score -1186661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1186674.375000 Penalty: 4715.782715
	Iteration 34Q: 3 clusters Score -1186674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1186685.250000 Penalty: 4715.782715
	Iteration 35Q: 3 clusters Score -1186685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1186700.125000 Penalty: 4715.782715
	Iteration 36Q: 3 clusters Score -1186700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1186713.500000 Penalty: 4715.782715
	Iteration 37Q: 3 clusters Score -1186714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1186726.125000 Penalty: 4715.782715
	Iteration 38Q: 3 clusters Score -1186726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1186737.750000 Penalty: 4715.782715
	Iteration 39Q: 3 clusters Score -1186738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1186744.750000 Penalty: 4715.782715
	Iteration 40F: 3 clusters Score -1186745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1186749.750000 Penalty: 4715.782715
	Iteration 41Q: 3 clusters Score -1186750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1186760.750000 Penalty: 4715.782715
	Iteration 42Q: 3 clusters Score -1186761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1186774.125000 Penalty: 4715.782715
	Iteration 43Q: 3 clusters Score -1186774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1186777.625000 Penalty: 4715.782715
	Iteration 44Q: 3 clusters Score -1186778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1186787.375000 Penalty: 4715.782715
	Iteration 45Q: 3 clusters Score -1186787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1186794.750000 Penalty: 4715.782715
	Iteration 46Q: 3 clusters Score -1186795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1186806.000000 Penalty: 4715.782715
	Iteration 47Q: 3 clusters Score -1186806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1186814.750000 Penalty: 4715.782715
	Iteration 48Q: 3 clusters Score -1186815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1186824.375000 Penalty: 4715.782715
	Iteration 49Q: 3 clusters Score -1186824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1186828.500000 Penalty: 4715.782715
	Iteration 50Q: 3 clusters Score -1186828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1186829.250000 Penalty: 4715.782715
	Iteration 51Q: 3 clusters Score -1186829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1186834.875000 Penalty: 4715.782715
	Iteration 52Q: 3 clusters Score -1186835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1186837.500000 Penalty: 4715.782715
	Iteration 53Q: 3 clusters Score -1186838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1186843.875000 Penalty: 4715.782715
	Iteration 54Q: 3 clusters Score -1186844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1186852.000000 Penalty: 4715.782715
	Iteration 55Q: 3 clusters Score -1186852 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1186853.625000 Penalty: 4715.782715
	Iteration 56Q: 3 clusters Score -1186854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1186864.000000 Penalty: 4715.782715
	Iteration 57Q: 3 clusters Score -1186864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1186865.875000 Penalty: 4715.782715
	Iteration 58Q: 3 clusters Score -1186866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1186873.625000 Penalty: 4715.782715
	Iteration 59Q: 3 clusters Score -1186874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1186879.875000 Penalty: 4715.782715
	Iteration 60F: 3 clusters Score -1186880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1186882.875000 Penalty: 4715.782715
	Iteration 61Q: 3 clusters Score -1186883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1186888.375000 Penalty: 4715.782715
	Iteration 62Q: 3 clusters Score -1186888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1186890.750000 Penalty: 4715.782715
	Iteration 63Q: 3 clusters Score -1186891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1186894.875000 Penalty: 4715.782715
	Iteration 64Q: 3 clusters Score -1186895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1186897.500000 Penalty: 4715.782715
	Iteration 65Q: 3 clusters Score -1186898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1186905.875000 Penalty: 4715.782715
	Iteration 66Q: 3 clusters Score -1186906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1186909.500000 Penalty: 4715.782715
	Iteration 67Q: 3 clusters Score -1186910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1186920.125000 Penalty: 4715.782715
	Iteration 68Q: 3 clusters Score -1186920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1186922.625000 Penalty: 4715.782715
	Iteration 69Q: 3 clusters Score -1186923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1186930.750000 Penalty: 4715.782715
	Iteration 70Q: 3 clusters Score -1186931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1186942.125000 Penalty: 4715.782715
	Iteration 71Q: 3 clusters Score -1186942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1186956.750000 Penalty: 4715.782715
	Iteration 72Q: 3 clusters Score -1186957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1186969.125000 Penalty: 4715.782715
	Iteration 73Q: 3 clusters Score -1186969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1186999.500000 Penalty: 4715.782715
	Iteration 74Q: 3 clusters Score -1187000 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1187025.625000 Penalty: 4715.782715
	Iteration 75Q: 3 clusters Score -1187026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1187052.250000 Penalty: 4715.782715
	Iteration 76Q: 3 clusters Score -1187052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1187095.875000 Penalty: 4715.782715
	Iteration 77Q: 3 clusters Score -1187096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1187143.625000 Penalty: 4715.782715
	Iteration 78Q: 3 clusters Score -1187144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1187193.875000 Penalty: 4715.782715
	Iteration 79Q: 3 clusters Score -1187194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1187241.250000 Penalty: 4715.782715
	Iteration 80F: 3 clusters Score -1187241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1187296.000000 Penalty: 4715.782715
	Iteration 81Q: 3 clusters Score -1187296 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1187344.125000 Penalty: 4715.782715
	Iteration 82Q: 3 clusters Score -1187344 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1187402.875000 Penalty: 4715.782715
	Iteration 83Q: 3 clusters Score -1187403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1187453.875000 Penalty: 4715.782715
	Iteration 84Q: 3 clusters Score -1187454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1187507.375000 Penalty: 4715.782715
	Iteration 85Q: 3 clusters Score -1187507 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1187546.500000 Penalty: 4715.782715
	Iteration 86Q: 3 clusters Score -1187546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1187572.875000 Penalty: 4715.782715
	Iteration 87Q: 3 clusters Score -1187573 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1187593.375000 Penalty: 4715.782715
	Iteration 88Q: 3 clusters Score -1187593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1187605.875000 Penalty: 4715.782715
	Iteration 89Q: 3 clusters Score -1187606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1187617.500000 Penalty: 4715.782715
	Iteration 90Q: 3 clusters Score -1187618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1187624.625000 Penalty: 4715.782715
	Iteration 91Q: 3 clusters Score -1187625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1187626.125000 Penalty: 4715.782715
	Iteration 92Q: 3 clusters Score -1187626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1187627.875000 Penalty: 4715.782715
	Iteration 93Q: 3 clusters Score -1187628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1187638.000000 Penalty: 4715.782715
	Iteration 94Q: 3 clusters Score -1187638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1187643.875000 Penalty: 4715.782715
	Iteration 95Q: 3 clusters Score -1187644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1187647.875000 Penalty: 4715.782715
	Iteration 96Q: 3 clusters Score -1187648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1187649.000000 Penalty: 4715.782715
	Iteration 97Q: 3 clusters Score -1187649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1187651.750000 Penalty: 4715.782715
	Iteration 98Q: 3 clusters Score -1187652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1187657.500000 Penalty: 4715.782715
	Iteration 99Q: 3 clusters Score -1187658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1187660.750000 Penalty: 4715.782715
	Iteration 100F: 3 clusters Score -1187661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1187665.000000 Penalty: 4715.782715
	Iteration 101Q: 3 clusters Score -1187665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1187666.500000 Penalty: 4715.782715
	Iteration 102Q: 3 clusters Score -1187666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1187672.500000 Penalty: 4715.782715
	Iteration 103Q: 3 clusters Score -1187672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1187669.750000 Penalty: 4715.782715
	Iteration 104Q: 3 clusters Score -1187670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1187671.875000 Penalty: 4715.782715
	Iteration 105Q: 3 clusters Score -1187672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1187675.250000 Penalty: 4715.782715
	Iteration 106Q: 3 clusters Score -1187675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1187678.875000 Penalty: 4715.782715
	Iteration 107Q: 3 clusters Score -1187679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1187679.750000 Penalty: 4715.782715
	Iteration 108Q: 3 clusters Score -1187680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1187682.000000 Penalty: 4715.782715
	Iteration 109Q: 3 clusters Score -1187682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1187682.000000 Penalty: 4715.782715
	Iteration 110Q: 3 clusters Score -1187682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1187681.375000 Penalty: 4715.782715
	Iteration 111Q: 3 clusters Score -1187681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1187680.875000 Penalty: 4715.782715
	Iteration 112Q: 3 clusters Score -1187681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1187684.625000 Penalty: 4715.782715
	Iteration 113Q: 3 clusters Score -1187685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1187690.250000 Penalty: 4715.782715
	Iteration 114Q: 3 clusters Score -1187690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1187690.500000 Penalty: 4715.782715
	Iteration 115Q: 3 clusters Score -1187690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1187690.875000 Penalty: 4715.782715
	Iteration 116Q: 3 clusters Score -1187691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1187691.875000 Penalty: 4715.782715
	Iteration 117Q: 3 clusters Score -1187692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1187690.750000 Penalty: 4715.782715
	Iteration 118Q: 3 clusters Score -1187691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1187689.375000 Penalty: 4715.782715
	Iteration 119Q: 3 clusters Score -1187689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1187688.375000 Penalty: 4715.782715
	Iteration 120F: 3 clusters Score -1187688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1187688.875000 Penalty: 4715.782715
	Iteration 121Q: 3 clusters Score -1187689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1187688.875000 Penalty: 4715.782715
	Iteration 122F: 3 clusters Score -1187689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Entering Unmasked Estep 
Score: -521896.531250 Penalty: 2140.723389
	Iteration 0F: 2 clusters Score -521896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -516967.281250 Penalty: 4281.446777
	Iteration 0F: 3 clusters Score -516967.3 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -518242.156250 Penalty: 4281.446777
	Iteration 1F: 3 clusters Score -518242.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -518589.156250 Penalty: 4281.446777
	Iteration 2F: 3 clusters Score -518589.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -518951.968750 Penalty: 4281.446777
	Iteration 3F: 3 clusters Score -518952 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -519344.843750 Penalty: 4281.446777
	Iteration 4F: 3 clusters Score -519344.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -519732.125000 Penalty: 4281.446777
	Iteration 5F: 3 clusters Score -519732.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -520036.312500 Penalty: 4281.446777
	Iteration 6F: 3 clusters Score -520036.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -520265.875000 Penalty: 4281.446777
	Iteration 7Q: 3 clusters Score -520265.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -520452.937500 Penalty: 4281.446777
	Iteration 8Q: 3 clusters Score -520452.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -520576.750000 Penalty: 4281.446777
	Iteration 9Q: 3 clusters Score -520576.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -520696.437500 Penalty: 4281.446777
	Iteration 10Q: 3 clusters Score -520696.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -520816.000000 Penalty: 4281.446777
	Iteration 11Q: 3 clusters Score -520816 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -520939.406250 Penalty: 4281.446777
	Iteration 12Q: 3 clusters Score -520939.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -520997.718750 Penalty: 4281.446777
	Iteration 13Q: 3 clusters Score -520997.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -521038.656250 Penalty: 4281.446777
	Iteration 14Q: 3 clusters Score -521038.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -521061.687500 Penalty: 4281.446777
	Iteration 15Q: 3 clusters Score -521061.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -521079.468750 Penalty: 4281.446777
	Iteration 16Q: 3 clusters Score -521079.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -521096.468750 Penalty: 4281.446777
	Iteration 17Q: 3 clusters Score -521096.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -521111.343750 Penalty: 4281.446777
	Iteration 18Q: 3 clusters Score -521111.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -521121.500000 Penalty: 4281.446777
	Iteration 19Q: 3 clusters Score -521121.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -521131.375000 Penalty: 4281.446777
	Iteration 20F: 3 clusters Score -521131.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -521142.281250 Penalty: 4281.446777
	Iteration 21Q: 3 clusters Score -521142.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -521148.437500 Penalty: 4281.446777
	Iteration 22Q: 3 clusters Score -521148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -521156.375000 Penalty: 4281.446777
	Iteration 23Q: 3 clusters Score -521156.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -521168.437500 Penalty: 4281.446777
	Iteration 24Q: 3 clusters Score -521168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -521180.031250 Penalty: 4281.446777
	Iteration 25Q: 3 clusters Score -521180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -521187.562500 Penalty: 4281.446777
	Iteration 26Q: 3 clusters Score -521187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -521189.968750 Penalty: 4281.446777
	Iteration 27Q: 3 clusters Score -521190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -521193.406250 Penalty: 4281.446777
	Iteration 28Q: 3 clusters Score -521193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -521195.968750 Penalty: 4281.446777
	Iteration 29Q: 3 clusters Score -521196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -521198.187500 Penalty: 4281.446777
	Iteration 30Q: 3 clusters Score -521198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -521199.406250 Penalty: 4281.446777
	Iteration 31Q: 3 clusters Score -521199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -521200.125000 Penalty: 4281.446777
	Iteration 32Q: 3 clusters Score -521200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -521199.906250 Penalty: 4281.446777
	Iteration 33Q: 3 clusters Score -521199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -521199.906250 Penalty: 4281.446777
	Iteration 34Q: 3 clusters Score -521199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -521200.218750 Penalty: 4281.446777
	Iteration 35Q: 3 clusters Score -521200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -521200.687500 Penalty: 4281.446777
	Iteration 36Q: 3 clusters Score -521200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -521200.687500 Penalty: 4281.446777
	Iteration 37F: 3 clusters Score -521200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Entering Unmasked Estep 
Score: -794683.937500 Penalty: 2261.020508
	Iteration 0F: 2 clusters Score -794683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -787612.687500 Penalty: 4522.041016
	Iteration 0F: 3 clusters Score -787612.7 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -789793.312500 Penalty: 4522.041016
	Iteration 1F: 3 clusters Score -789793.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -790312.750000 Penalty: 4522.041016
	Iteration 2F: 3 clusters Score -790312.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -790733.562500 Penalty: 4522.041016
	Iteration 3F: 3 clusters Score -790733.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -791126.625000 Penalty: 4522.041016
	Iteration 4F: 3 clusters Score -791126.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -791499.812500 Penalty: 4522.041016
	Iteration 5F: 3 clusters Score -791499.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -791847.625000 Penalty: 4522.041016
	Iteration 6F: 3 clusters Score -791847.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -792130.437500 Penalty: 4522.041016
	Iteration 7Q: 3 clusters Score -792130.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -792339.250000 Penalty: 4522.041016
	Iteration 8Q: 3 clusters Score -792339.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -792511.875000 Penalty: 4522.041016
	Iteration 9Q: 3 clusters Score -792511.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -792629.062500 Penalty: 4522.041016
	Iteration 10Q: 3 clusters Score -792629.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -792718.312500 Penalty: 4522.041016
	Iteration 11Q: 3 clusters Score -792718.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -792785.625000 Penalty: 4522.041016
	Iteration 12Q: 3 clusters Score -792785.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -792846.500000 Penalty: 4522.041016
	Iteration 13Q: 3 clusters Score -792846.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -792897.812500 Penalty: 4522.041016
	Iteration 14Q: 3 clusters Score -792897.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -792950.187500 Penalty: 4522.041016
	Iteration 15Q: 3 clusters Score -792950.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -792991.875000 Penalty: 4522.041016
	Iteration 16Q: 3 clusters Score -792991.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -793027.375000 Penalty: 4522.041016
	Iteration 17Q: 3 clusters Score -793027.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -793053.875000 Penalty: 4522.041016
	Iteration 18Q: 3 clusters Score -793053.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -793078.687500 Penalty: 4522.041016
	Iteration 19Q: 3 clusters Score -793078.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -793110.187500 Penalty: 4522.041016
	Iteration 20F: 3 clusters Score -793110.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -793139.875000 Penalty: 4522.041016
	Iteration 21Q: 3 clusters Score -793139.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -793180.812500 Penalty: 4522.041016
	Iteration 22Q: 3 clusters Score -793180.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -793224.687500 Penalty: 4522.041016
	Iteration 23Q: 3 clusters Score -793224.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -793265.312500 Penalty: 4522.041016
	Iteration 24Q: 3 clusters Score -793265.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -793319.562500 Penalty: 4522.041016
	Iteration 25Q: 3 clusters Score -793319.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -793363.687500 Penalty: 4522.041016
	Iteration 26Q: 3 clusters Score -793363.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -793406.875000 Penalty: 4522.041016
	Iteration 27Q: 3 clusters Score -793406.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -793449.875000 Penalty: 4522.041016
	Iteration 28Q: 3 clusters Score -793449.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -793477.500000 Penalty: 4522.041016
	Iteration 29Q: 3 clusters Score -793477.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -793504.125000 Penalty: 4522.041016
	Iteration 30Q: 3 clusters Score -793504.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -793526.625000 Penalty: 4522.041016
	Iteration 31Q: 3 clusters Score -793526.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -793540.375000 Penalty: 4522.041016
	Iteration 32Q: 3 clusters Score -793540.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -793552.125000 Penalty: 4522.041016
	Iteration 33Q: 3 clusters Score -793552.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -793558.187500 Penalty: 4522.041016
	Iteration 34Q: 3 clusters Score -793558.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -793564.687500 Penalty: 4522.041016
	Iteration 35Q: 3 clusters Score -793564.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -793566.125000 Penalty: 4522.041016
	Iteration 36Q: 3 clusters Score -793566.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -793567.500000 Penalty: 4522.041016
	Iteration 37Q: 3 clusters Score -793567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -793570.812500 Penalty: 4522.041016
	Iteration 38Q: 3 clusters Score -793570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -793574.562500 Penalty: 4522.041016
	Iteration 39Q: 3 clusters Score -793574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -793576.875000 Penalty: 4522.041016
	Iteration 40F: 3 clusters Score -793576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -793578.187500 Penalty: 4522.041016
	Iteration 41Q: 3 clusters Score -793578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -793579.500000 Penalty: 4522.041016
	Iteration 42Q: 3 clusters Score -793579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -793582.062500 Penalty: 4522.041016
	Iteration 43Q: 3 clusters Score -793582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -793582.500000 Penalty: 4522.041016
	Iteration 44Q: 3 clusters Score -793582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -793585.500000 Penalty: 4522.041016
	Iteration 45Q: 3 clusters Score -793585.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -793588.000000 Penalty: 4522.041016
	Iteration 46Q: 3 clusters Score -793588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -793589.687500 Penalty: 4522.041016
	Iteration 47Q: 3 clusters Score -793589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -793591.437500 Penalty: 4522.041016
	Iteration 48Q: 3 clusters Score -793591.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -793592.625000 Penalty: 4522.041016
	Iteration 49Q: 3 clusters Score -793592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -793593.125000 Penalty: 4522.041016
	Iteration 50Q: 3 clusters Score -793593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -793597.000000 Penalty: 4522.041016
	Iteration 51Q: 3 clusters Score -793597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -793598.437500 Penalty: 4522.041016
	Iteration 52Q: 3 clusters Score -793598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -793600.750000 Penalty: 4522.041016
	Iteration 53Q: 3 clusters Score -793600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -793601.562500 Penalty: 4522.041016
	Iteration 54Q: 3 clusters Score -793601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -793600.375000 Penalty: 4522.041016
	Iteration 55Q: 3 clusters Score -793600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -793601.937500 Penalty: 4522.041016
	Iteration 56Q: 3 clusters Score -793601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -793601.125000 Penalty: 4522.041016
	Iteration 57Q: 3 clusters Score -793601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -793602.875000 Penalty: 4522.041016
	Iteration 58Q: 3 clusters Score -793602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -793602.875000 Penalty: 4522.041016
	Iteration 59F: 3 clusters Score -793602.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Entering Unmasked Estep 
Score: -1034842.812500 Penalty: 2303.938721
	Iteration 0F: 2 clusters Score -1034843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1026654.062500 Penalty: 4607.877441
	Iteration 0F: 3 clusters Score -1026654 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1029182.687500 Penalty: 4607.877441
	Iteration 1F: 3 clusters Score -1029183 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1029776.875000 Penalty: 4607.877441
	Iteration 2F: 3 clusters Score -1029777 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1030427.687500 Penalty: 4607.877441
	Iteration 3F: 3 clusters Score -1030428 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1031193.687500 Penalty: 4607.877441
	Iteration 4F: 3 clusters Score -1031194 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1032002.437500 Penalty: 4607.877441
	Iteration 5F: 3 clusters Score -1032002 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1032714.937500 Penalty: 4607.877441
	Iteration 6F: 3 clusters Score -1032715 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1033280.625000 Penalty: 4607.877441
	Iteration 7F: 3 clusters Score -1033281 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1033628.625000 Penalty: 4607.877441
	Iteration 8Q: 3 clusters Score -1033629 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1033825.125000 Penalty: 4607.877441
	Iteration 9Q: 3 clusters Score -1033825 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1033949.000000 Penalty: 4607.877441
	Iteration 10Q: 3 clusters Score -1033949 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1034037.625000 Penalty: 4607.877441
	Iteration 11Q: 3 clusters Score -1034038 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1034099.562500 Penalty: 4607.877441
	Iteration 12Q: 3 clusters Score -1034100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1034151.000000 Penalty: 4607.877441
	Iteration 13Q: 3 clusters Score -1034151 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1034184.750000 Penalty: 4607.877441
	Iteration 14Q: 3 clusters Score -1034185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1034208.750000 Penalty: 4607.877441
	Iteration 15Q: 3 clusters Score -1034209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1034229.562500 Penalty: 4607.877441
	Iteration 16Q: 3 clusters Score -1034230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1034242.062500 Penalty: 4607.877441
	Iteration 17Q: 3 clusters Score -1034242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1034257.375000 Penalty: 4607.877441
	Iteration 18Q: 3 clusters Score -1034257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1034269.625000 Penalty: 4607.877441
	Iteration 19Q: 3 clusters Score -1034270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1034284.250000 Penalty: 4607.877441
	Iteration 20F: 3 clusters Score -1034284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1034290.937500 Penalty: 4607.877441
	Iteration 21Q: 3 clusters Score -1034291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1034302.812500 Penalty: 4607.877441
	Iteration 22Q: 3 clusters Score -1034303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1034312.000000 Penalty: 4607.877441
	Iteration 23Q: 3 clusters Score -1034312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1034317.875000 Penalty: 4607.877441
	Iteration 24Q: 3 clusters Score -1034318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1034322.000000 Penalty: 4607.877441
	Iteration 25Q: 3 clusters Score -1034322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1034328.625000 Penalty: 4607.877441
	Iteration 26Q: 3 clusters Score -1034329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1034332.750000 Penalty: 4607.877441
	Iteration 27Q: 3 clusters Score -1034333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1034338.562500 Penalty: 4607.877441
	Iteration 28Q: 3 clusters Score -1034339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1034344.562500 Penalty: 4607.877441
	Iteration 29Q: 3 clusters Score -1034345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1034346.000000 Penalty: 4607.877441
	Iteration 30Q: 3 clusters Score -1034346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1034351.187500 Penalty: 4607.877441
	Iteration 31Q: 3 clusters Score -1034351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1034352.562500 Penalty: 4607.877441
	Iteration 32Q: 3 clusters Score -1034353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1034354.625000 Penalty: 4607.877441
	Iteration 33Q: 3 clusters Score -1034355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1034358.812500 Penalty: 4607.877441
	Iteration 34Q: 3 clusters Score -1034359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1034359.437500 Penalty: 4607.877441
	Iteration 35Q: 3 clusters Score -1034359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1034362.437500 Penalty: 4607.877441
	Iteration 36Q: 3 clusters Score -1034362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1034361.437500 Penalty: 4607.877441
	Iteration 37Q: 3 clusters Score -1034361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1034360.187500 Penalty: 4607.877441
	Iteration 38Q: 3 clusters Score -1034360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1034363.125000 Penalty: 4607.877441
	Iteration 39Q: 3 clusters Score -1034363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1034363.437500 Penalty: 4607.877441
	Iteration 40F: 3 clusters Score -1034363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1034367.000000 Penalty: 4607.877441
	Iteration 41Q: 3 clusters Score -1034367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1034369.750000 Penalty: 4607.877441
	Iteration 42Q: 3 clusters Score -1034370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1034370.937500 Penalty: 4607.877441
	Iteration 43Q: 3 clusters Score -1034371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1034370.687500 Penalty: 4607.877441
	Iteration 44Q: 3 clusters Score -1034371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1034372.562500 Penalty: 4607.877441
	Iteration 45Q: 3 clusters Score -1034373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1034372.500000 Penalty: 4607.877441
	Iteration 46Q: 3 clusters Score -1034372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1034375.812500 Penalty: 4607.877441
	Iteration 47Q: 3 clusters Score -1034376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1034378.437500 Penalty: 4607.877441
	Iteration 48Q: 3 clusters Score -1034378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1034381.187500 Penalty: 4607.877441
	Iteration 49Q: 3 clusters Score -1034381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1034385.687500 Penalty: 4607.877441
	Iteration 50Q: 3 clusters Score -1034386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1034387.937500 Penalty: 4607.877441
	Iteration 51Q: 3 clusters Score -1034388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1034388.750000 Penalty: 4607.877441
	Iteration 52Q: 3 clusters Score -1034389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1034388.000000 Penalty: 4607.877441
	Iteration 53Q: 3 clusters Score -1034388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1034389.750000 Penalty: 4607.877441
	Iteration 54Q: 3 clusters Score -1034390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1034389.625000 Penalty: 4607.877441
	Iteration 55Q: 3 clusters Score -1034390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1034393.750000 Penalty: 4607.877441
	Iteration 56Q: 3 clusters Score -1034394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1034391.000000 Penalty: 4607.877441
	Iteration 57Q: 3 clusters Score -1034391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1034392.062500 Penalty: 4607.877441
	Iteration 58Q: 3 clusters Score -1034392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1034391.437500 Penalty: 4607.877441
	Iteration 59Q: 3 clusters Score -1034391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1034391.312500 Penalty: 4607.877441
	Iteration 60F: 3 clusters Score -1034391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1034392.187500 Penalty: 4607.877441
	Iteration 61Q: 3 clusters Score -1034392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1034392.187500 Penalty: 4607.877441
	Iteration 62F: 3 clusters Score -1034392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -168387.703125 Penalty: 1908.773438
	Iteration 0F: 2 clusters Score -168387.7 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 1093 members 
Entering Unmasked Estep 
Score: -165697.078125 Penalty: 3817.546875
	Iteration 0F: 3 clusters Score -165697.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -166386.390625 Penalty: 3817.546875
	Iteration 1F: 3 clusters Score -166386.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -166645.968750 Penalty: 3817.546875
	Iteration 2F: 3 clusters Score -166646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166823.390625 Penalty: 3817.546875
	Iteration 3F: 3 clusters Score -166823.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -166930.343750 Penalty: 3817.546875
	Iteration 4Q: 3 clusters Score -166930.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -166998.015625 Penalty: 3817.546875
	Iteration 5Q: 3 clusters Score -166998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -167039.078125 Penalty: 3817.546875
	Iteration 6Q: 3 clusters Score -167039.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -167072.140625 Penalty: 3817.546875
	Iteration 7Q: 3 clusters Score -167072.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -167109.890625 Penalty: 3817.546875
	Iteration 8Q: 3 clusters Score -167109.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -167142.687500 Penalty: 3817.546875
	Iteration 9Q: 3 clusters Score -167142.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -167168.625000 Penalty: 3817.546875
	Iteration 10Q: 3 clusters Score -167168.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -167189.453125 Penalty: 3817.546875
	Iteration 11Q: 3 clusters Score -167189.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -167200.218750 Penalty: 3817.546875
	Iteration 12Q: 3 clusters Score -167200.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -167206.156250 Penalty: 3817.546875
	Iteration 13Q: 3 clusters Score -167206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -167211.171875 Penalty: 3817.546875
	Iteration 14Q: 3 clusters Score -167211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167213.906250 Penalty: 3817.546875
	Iteration 15Q: 3 clusters Score -167213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -167218.171875 Penalty: 3817.546875
	Iteration 16Q: 3 clusters Score -167218.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -167226.234375 Penalty: 3817.546875
	Iteration 17Q: 3 clusters Score -167226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167232.515625 Penalty: 3817.546875
	Iteration 18Q: 3 clusters Score -167232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167237.921875 Penalty: 3817.546875
	Iteration 19Q: 3 clusters Score -167237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167242.203125 Penalty: 3817.546875
	Iteration 20F: 3 clusters Score -167242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -167245.968750 Penalty: 3817.546875
	Iteration 21Q: 3 clusters Score -167246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167248.625000 Penalty: 3817.546875
	Iteration 22Q: 3 clusters Score -167248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167251.031250 Penalty: 3817.546875
	Iteration 23Q: 3 clusters Score -167251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -167253.250000 Penalty: 3817.546875
	Iteration 24Q: 3 clusters Score -167253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -167255.281250 Penalty: 3817.546875
	Iteration 25Q: 3 clusters Score -167255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -167255.281250 Penalty: 3817.546875
	Iteration 26F: 3 clusters Score -167255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Entering Unmasked Estep 
Score: -1430574.875000 Penalty: 2383.709229
	Iteration 0F: 2 clusters Score -1430575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1419643.125000 Penalty: 4767.418457
	Iteration 0F: 3 clusters Score -1419643 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1423180.000000 Penalty: 4767.418457
	Iteration 1F: 3 clusters Score -1423180 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1423603.500000 Penalty: 4767.418457
	Iteration 2F: 3 clusters Score -1423604 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1423935.250000 Penalty: 4767.418457
	Iteration 3F: 3 clusters Score -1423935 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1424209.250000 Penalty: 4767.418457
	Iteration 4Q: 3 clusters Score -1424209 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1424427.625000 Penalty: 4767.418457
	Iteration 5Q: 3 clusters Score -1424428 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1424632.875000 Penalty: 4767.418457
	Iteration 6Q: 3 clusters Score -1424633 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1424830.250000 Penalty: 4767.418457
	Iteration 7Q: 3 clusters Score -1424830 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1425043.375000 Penalty: 4767.418457
	Iteration 8Q: 3 clusters Score -1425043 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1425268.500000 Penalty: 4767.418457
	Iteration 9Q: 3 clusters Score -1425268 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1425505.500000 Penalty: 4767.418457
	Iteration 10Q: 3 clusters Score -1425506 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1425734.750000 Penalty: 4767.418457
	Iteration 11Q: 3 clusters Score -1425735 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1425997.750000 Penalty: 4767.418457
	Iteration 12Q: 3 clusters Score -1425998 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1426250.250000 Penalty: 4767.418457
	Iteration 13Q: 3 clusters Score -1426250 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1426503.750000 Penalty: 4767.418457
	Iteration 14Q: 3 clusters Score -1426504 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1426770.625000 Penalty: 4767.418457
	Iteration 15Q: 3 clusters Score -1426771 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1427059.375000 Penalty: 4767.418457
	Iteration 16Q: 3 clusters Score -1427059 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1427327.500000 Penalty: 4767.418457
	Iteration 17Q: 3 clusters Score -1427328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1427594.875000 Penalty: 4767.418457
	Iteration 18Q: 3 clusters Score -1427595 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1427824.250000 Penalty: 4767.418457
	Iteration 19Q: 3 clusters Score -1427824 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1428020.875000 Penalty: 4767.418457
	Iteration 20F: 3 clusters Score -1428021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1428167.500000 Penalty: 4767.418457
	Iteration 21Q: 3 clusters Score -1428168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1428276.500000 Penalty: 4767.418457
	Iteration 22Q: 3 clusters Score -1428276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1428351.750000 Penalty: 4767.418457
	Iteration 23Q: 3 clusters Score -1428352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1428407.250000 Penalty: 4767.418457
	Iteration 24Q: 3 clusters Score -1428407 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1428445.375000 Penalty: 4767.418457
	Iteration 25Q: 3 clusters Score -1428445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1428473.750000 Penalty: 4767.418457
	Iteration 26Q: 3 clusters Score -1428474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1428488.625000 Penalty: 4767.418457
	Iteration 27Q: 3 clusters Score -1428489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1428504.625000 Penalty: 4767.418457
	Iteration 28Q: 3 clusters Score -1428505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1428515.875000 Penalty: 4767.418457
	Iteration 29Q: 3 clusters Score -1428516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1428532.375000 Penalty: 4767.418457
	Iteration 30Q: 3 clusters Score -1428532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1428550.250000 Penalty: 4767.418457
	Iteration 31Q: 3 clusters Score -1428550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1428550.625000 Penalty: 4767.418457
	Iteration 32Q: 3 clusters Score -1428551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1428551.250000 Penalty: 4767.418457
	Iteration 33Q: 3 clusters Score -1428551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1428561.000000 Penalty: 4767.418457
	Iteration 34Q: 3 clusters Score -1428561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1428567.875000 Penalty: 4767.418457
	Iteration 35Q: 3 clusters Score -1428568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1428576.625000 Penalty: 4767.418457
	Iteration 36Q: 3 clusters Score -1428577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1428580.625000 Penalty: 4767.418457
	Iteration 37Q: 3 clusters Score -1428581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1428583.500000 Penalty: 4767.418457
	Iteration 38Q: 3 clusters Score -1428584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1428590.625000 Penalty: 4767.418457
	Iteration 39Q: 3 clusters Score -1428591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1428598.250000 Penalty: 4767.418457
	Iteration 40F: 3 clusters Score -1428598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1428601.375000 Penalty: 4767.418457
	Iteration 41Q: 3 clusters Score -1428601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1428606.875000 Penalty: 4767.418457
	Iteration 42Q: 3 clusters Score -1428607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1428616.500000 Penalty: 4767.418457
	Iteration 43Q: 3 clusters Score -1428616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1428622.500000 Penalty: 4767.418457
	Iteration 44Q: 3 clusters Score -1428622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1428626.875000 Penalty: 4767.418457
	Iteration 45Q: 3 clusters Score -1428627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1428632.875000 Penalty: 4767.418457
	Iteration 46Q: 3 clusters Score -1428633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1428641.875000 Penalty: 4767.418457
	Iteration 47Q: 3 clusters Score -1428642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1428643.875000 Penalty: 4767.418457
	Iteration 48Q: 3 clusters Score -1428644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1428647.625000 Penalty: 4767.418457
	Iteration 49Q: 3 clusters Score -1428648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1428652.500000 Penalty: 4767.418457
	Iteration 50Q: 3 clusters Score -1428652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1428652.500000 Penalty: 4767.418457
	Iteration 51F: 3 clusters Score -1428652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -297119.843750 Penalty: 2001.739746
	Iteration 0F: 2 clusters Score -297119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -293768.593750 Penalty: 4003.479492
	Iteration 0F: 3 clusters Score -293768.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -294521.187500 Penalty: 4003.479492
	Iteration 1F: 3 clusters Score -294521.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -294783.656250 Penalty: 4003.479492
	Iteration 2F: 3 clusters Score -294783.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -295064.781250 Penalty: 4003.479492
	Iteration 3F: 3 clusters Score -295064.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -295461.625000 Penalty: 4003.479492
	Iteration 4F: 3 clusters Score -295461.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -296038.343750 Penalty: 4003.479492
	Iteration 5F: 3 clusters Score -296038.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -296503.406250 Penalty: 4003.479492
	Iteration 6F: 3 clusters Score -296503.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -296887.906250 Penalty: 4003.479492
	Iteration 7F: 3 clusters Score -296887.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -297170.343750 Penalty: 4003.479492
	Iteration 8F: 3 clusters Score -297170.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297362.812500 Penalty: 4003.479492
	Iteration 9Q: 3 clusters Score -297362.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -297468.593750 Penalty: 4003.479492
	Iteration 10Q: 3 clusters Score -297468.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297517.468750 Penalty: 4003.479492
	Iteration 11Q: 3 clusters Score -297517.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -297545.343750 Penalty: 4003.479492
	Iteration 12Q: 3 clusters Score -297545.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -297573.750000 Penalty: 4003.479492
	Iteration 13Q: 3 clusters Score -297573.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -297614.531250 Penalty: 4003.479492
	Iteration 14Q: 3 clusters Score -297614.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -297684.437500 Penalty: 4003.479492
	Iteration 15Q: 3 clusters Score -297684.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -297796.343750 Penalty: 4003.479492
	Iteration 16Q: 3 clusters Score -297796.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -298008.093750 Penalty: 4003.479492
	Iteration 17Q: 3 clusters Score -298008.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -298110.687500 Penalty: 4003.479492
	Iteration 18Q: 3 clusters Score -298110.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -298140.531250 Penalty: 4003.479492
	Iteration 19Q: 3 clusters Score -298140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -298143.406250 Penalty: 4003.479492
	Iteration 20F: 3 clusters Score -298143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 172 members 
Mstep: Class 42 contains 2317 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 2429 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 121612 members 
Mstep: Class 56 contains 884 members 
Mstep: Class 57 contains 328 members 
Mstep: Class 58 contains 394 members 
Mstep: Class 59 contains 3432 members 
Mstep: Class 60 contains 773 members 
Entering Unmasked Estep 
Score: -84127264.000000 Penalty: 204195.187500
Splitting cluster 49 changes total score from -84125024.000000 to -84127264.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 50 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1417387.750000 Penalty: 2366.402100
	Iteration 0F: 2 clusters Score -1417388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1407201.000000 Penalty: 4732.804199
	Iteration 0F: 3 clusters Score -1407201 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1410219.250000 Penalty: 4732.804199
	Iteration 1F: 3 clusters Score -1410219 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1410544.125000 Penalty: 4732.804199
	Iteration 2F: 3 clusters Score -1410544 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1410781.375000 Penalty: 4732.804199
	Iteration 3Q: 3 clusters Score -1410781 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1411010.750000 Penalty: 4732.804199
	Iteration 4Q: 3 clusters Score -1411011 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1411245.375000 Penalty: 4732.804199
	Iteration 5Q: 3 clusters Score -1411245 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1411456.375000 Penalty: 4732.804199
	Iteration 6Q: 3 clusters Score -1411456 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1411655.750000 Penalty: 4732.804199
	Iteration 7Q: 3 clusters Score -1411656 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1411819.375000 Penalty: 4732.804199
	Iteration 8Q: 3 clusters Score -1411819 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1411973.250000 Penalty: 4732.804199
	Iteration 9Q: 3 clusters Score -1411973 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1412122.500000 Penalty: 4732.804199
	Iteration 10Q: 3 clusters Score -1412122 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1412279.000000 Penalty: 4732.804199
	Iteration 11Q: 3 clusters Score -1412279 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1412457.500000 Penalty: 4732.804199
	Iteration 12Q: 3 clusters Score -1412458 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1412653.375000 Penalty: 4732.804199
	Iteration 13Q: 3 clusters Score -1412653 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1412845.125000 Penalty: 4732.804199
	Iteration 14Q: 3 clusters Score -1412845 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1413020.250000 Penalty: 4732.804199
	Iteration 15Q: 3 clusters Score -1413020 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1413196.625000 Penalty: 4732.804199
	Iteration 16Q: 3 clusters Score -1413197 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1413330.750000 Penalty: 4732.804199
	Iteration 17Q: 3 clusters Score -1413331 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1413441.125000 Penalty: 4732.804199
	Iteration 18Q: 3 clusters Score -1413441 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1413529.750000 Penalty: 4732.804199
	Iteration 19Q: 3 clusters Score -1413530 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1413607.000000 Penalty: 4732.804199
	Iteration 20F: 3 clusters Score -1413607 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1413680.500000 Penalty: 4732.804199
	Iteration 21Q: 3 clusters Score -1413680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1413747.250000 Penalty: 4732.804199
	Iteration 22Q: 3 clusters Score -1413747 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1413811.125000 Penalty: 4732.804199
	Iteration 23Q: 3 clusters Score -1413811 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1413867.125000 Penalty: 4732.804199
	Iteration 24Q: 3 clusters Score -1413867 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1413924.375000 Penalty: 4732.804199
	Iteration 25Q: 3 clusters Score -1413924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1413975.250000 Penalty: 4732.804199
	Iteration 26Q: 3 clusters Score -1413975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1414017.375000 Penalty: 4732.804199
	Iteration 27Q: 3 clusters Score -1414017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1414068.000000 Penalty: 4732.804199
	Iteration 28Q: 3 clusters Score -1414068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1414110.375000 Penalty: 4732.804199
	Iteration 29Q: 3 clusters Score -1414110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1414155.250000 Penalty: 4732.804199
	Iteration 30Q: 3 clusters Score -1414155 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1414200.750000 Penalty: 4732.804199
	Iteration 31Q: 3 clusters Score -1414201 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1414251.875000 Penalty: 4732.804199
	Iteration 32Q: 3 clusters Score -1414252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1414297.500000 Penalty: 4732.804199
	Iteration 33Q: 3 clusters Score -1414298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1414342.875000 Penalty: 4732.804199
	Iteration 34Q: 3 clusters Score -1414343 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1414388.750000 Penalty: 4732.804199
	Iteration 35Q: 3 clusters Score -1414389 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1414436.125000 Penalty: 4732.804199
	Iteration 36Q: 3 clusters Score -1414436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1414495.375000 Penalty: 4732.804199
	Iteration 37Q: 3 clusters Score -1414495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1414546.875000 Penalty: 4732.804199
	Iteration 38Q: 3 clusters Score -1414547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1414604.375000 Penalty: 4732.804199
	Iteration 39Q: 3 clusters Score -1414604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1414667.625000 Penalty: 4732.804199
	Iteration 40F: 3 clusters Score -1414668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1414740.875000 Penalty: 4732.804199
	Iteration 41Q: 3 clusters Score -1414741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1414814.750000 Penalty: 4732.804199
	Iteration 42Q: 3 clusters Score -1414815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1414890.125000 Penalty: 4732.804199
	Iteration 43Q: 3 clusters Score -1414890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1414945.250000 Penalty: 4732.804199
	Iteration 44Q: 3 clusters Score -1414945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1415007.500000 Penalty: 4732.804199
	Iteration 45Q: 3 clusters Score -1415008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1415055.375000 Penalty: 4732.804199
	Iteration 46Q: 3 clusters Score -1415055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1415099.250000 Penalty: 4732.804199
	Iteration 47Q: 3 clusters Score -1415099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1415131.625000 Penalty: 4732.804199
	Iteration 48Q: 3 clusters Score -1415132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1415160.750000 Penalty: 4732.804199
	Iteration 49Q: 3 clusters Score -1415161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1415182.500000 Penalty: 4732.804199
	Iteration 50Q: 3 clusters Score -1415182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1415199.750000 Penalty: 4732.804199
	Iteration 51Q: 3 clusters Score -1415200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1415213.500000 Penalty: 4732.804199
	Iteration 52Q: 3 clusters Score -1415214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1415233.000000 Penalty: 4732.804199
	Iteration 53Q: 3 clusters Score -1415233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1415245.000000 Penalty: 4732.804199
	Iteration 54Q: 3 clusters Score -1415245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1415256.750000 Penalty: 4732.804199
	Iteration 55Q: 3 clusters Score -1415257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1415268.000000 Penalty: 4732.804199
	Iteration 56Q: 3 clusters Score -1415268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1415272.250000 Penalty: 4732.804199
	Iteration 57Q: 3 clusters Score -1415272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1415272.750000 Penalty: 4732.804199
	Iteration 58Q: 3 clusters Score -1415273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1415277.000000 Penalty: 4732.804199
	Iteration 59Q: 3 clusters Score -1415277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1415282.625000 Penalty: 4732.804199
	Iteration 60F: 3 clusters Score -1415283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1415285.125000 Penalty: 4732.804199
	Iteration 61Q: 3 clusters Score -1415285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1415293.500000 Penalty: 4732.804199
	Iteration 62Q: 3 clusters Score -1415294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1415298.875000 Penalty: 4732.804199
	Iteration 63Q: 3 clusters Score -1415299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1415306.000000 Penalty: 4732.804199
	Iteration 64Q: 3 clusters Score -1415306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1415313.625000 Penalty: 4732.804199
	Iteration 65Q: 3 clusters Score -1415314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1415320.125000 Penalty: 4732.804199
	Iteration 66Q: 3 clusters Score -1415320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1415323.125000 Penalty: 4732.804199
	Iteration 67Q: 3 clusters Score -1415323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1415327.875000 Penalty: 4732.804199
	Iteration 68Q: 3 clusters Score -1415328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1415326.625000 Penalty: 4732.804199
	Iteration 69Q: 3 clusters Score -1415327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1415332.625000 Penalty: 4732.804199
	Iteration 70Q: 3 clusters Score -1415333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1415335.125000 Penalty: 4732.804199
	Iteration 71Q: 3 clusters Score -1415335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1415336.625000 Penalty: 4732.804199
	Iteration 72Q: 3 clusters Score -1415337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1415341.000000 Penalty: 4732.804199
	Iteration 73Q: 3 clusters Score -1415341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1415341.000000 Penalty: 4732.804199
	Iteration 74F: 3 clusters Score -1415341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -305593.437500 Penalty: 1991.622314
	Iteration 0F: 2 clusters Score -305593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -302217.218750 Penalty: 3983.244629
	Iteration 0F: 3 clusters Score -302217.2 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -302845.843750 Penalty: 3983.244629
	Iteration 1F: 3 clusters Score -302845.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -303008.656250 Penalty: 3983.244629
	Iteration 2F: 3 clusters Score -303008.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -303108.625000 Penalty: 3983.244629
	Iteration 3Q: 3 clusters Score -303108.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -303170.937500 Penalty: 3983.244629
	Iteration 4Q: 3 clusters Score -303170.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -303199.125000 Penalty: 3983.244629
	Iteration 5Q: 3 clusters Score -303199.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -303217.187500 Penalty: 3983.244629
	Iteration 6Q: 3 clusters Score -303217.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -303233.281250 Penalty: 3983.244629
	Iteration 7Q: 3 clusters Score -303233.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -303248.406250 Penalty: 3983.244629
	Iteration 8Q: 3 clusters Score -303248.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -303272.281250 Penalty: 3983.244629
	Iteration 9Q: 3 clusters Score -303272.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -303284.031250 Penalty: 3983.244629
	Iteration 10Q: 3 clusters Score -303284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303292.406250 Penalty: 3983.244629
	Iteration 11Q: 3 clusters Score -303292.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -303297.468750 Penalty: 3983.244629
	Iteration 12Q: 3 clusters Score -303297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -303303.562500 Penalty: 3983.244629
	Iteration 13Q: 3 clusters Score -303303.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -303311.781250 Penalty: 3983.244629
	Iteration 14Q: 3 clusters Score -303311.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -303321.125000 Penalty: 3983.244629
	Iteration 15Q: 3 clusters Score -303321.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -303328.375000 Penalty: 3983.244629
	Iteration 16Q: 3 clusters Score -303328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -303333.187500 Penalty: 3983.244629
	Iteration 17Q: 3 clusters Score -303333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -303337.187500 Penalty: 3983.244629
	Iteration 18Q: 3 clusters Score -303337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -303338.406250 Penalty: 3983.244629
	Iteration 19Q: 3 clusters Score -303338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -303340.375000 Penalty: 3983.244629
	Iteration 20F: 3 clusters Score -303340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -303342.343750 Penalty: 3983.244629
	Iteration 21Q: 3 clusters Score -303342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -303344.000000 Penalty: 3983.244629
	Iteration 22Q: 3 clusters Score -303344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -303345.718750 Penalty: 3983.244629
	Iteration 23Q: 3 clusters Score -303345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -303347.906250 Penalty: 3983.244629
	Iteration 24Q: 3 clusters Score -303347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -303349.125000 Penalty: 3983.244629
	Iteration 25Q: 3 clusters Score -303349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -303350.062500 Penalty: 3983.244629
	Iteration 26Q: 3 clusters Score -303350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -303352.031250 Penalty: 3983.244629
	Iteration 27Q: 3 clusters Score -303352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -303355.531250 Penalty: 3983.244629
	Iteration 28Q: 3 clusters Score -303355.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -303361.968750 Penalty: 3983.244629
	Iteration 29Q: 3 clusters Score -303362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -303367.031250 Penalty: 3983.244629
	Iteration 30Q: 3 clusters Score -303367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -303373.406250 Penalty: 3983.244629
	Iteration 31Q: 3 clusters Score -303373.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -303379.656250 Penalty: 3983.244629
	Iteration 32Q: 3 clusters Score -303379.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -303384.437500 Penalty: 3983.244629
	Iteration 33Q: 3 clusters Score -303384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -303387.593750 Penalty: 3983.244629
	Iteration 34Q: 3 clusters Score -303387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -303389.750000 Penalty: 3983.244629
	Iteration 35Q: 3 clusters Score -303389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -303392.062500 Penalty: 3983.244629
	Iteration 36Q: 3 clusters Score -303392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -303394.281250 Penalty: 3983.244629
	Iteration 37Q: 3 clusters Score -303394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -303396.937500 Penalty: 3983.244629
	Iteration 38Q: 3 clusters Score -303396.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -303402.312500 Penalty: 3983.244629
	Iteration 39Q: 3 clusters Score -303402.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -303407.343750 Penalty: 3983.244629
	Iteration 40F: 3 clusters Score -303407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -303410.843750 Penalty: 3983.244629
	Iteration 41Q: 3 clusters Score -303410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -303415.406250 Penalty: 3983.244629
	Iteration 42Q: 3 clusters Score -303415.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -303418.937500 Penalty: 3983.244629
	Iteration 43Q: 3 clusters Score -303418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -303422.968750 Penalty: 3983.244629
	Iteration 44Q: 3 clusters Score -303423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -303425.406250 Penalty: 3983.244629
	Iteration 45Q: 3 clusters Score -303425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -303427.031250 Penalty: 3983.244629
	Iteration 46Q: 3 clusters Score -303427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -303428.500000 Penalty: 3983.244629
	Iteration 47Q: 3 clusters Score -303428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -303430.375000 Penalty: 3983.244629
	Iteration 48Q: 3 clusters Score -303430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -303430.843750 Penalty: 3983.244629
	Iteration 49Q: 3 clusters Score -303430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -303431.093750 Penalty: 3983.244629
	Iteration 50Q: 3 clusters Score -303431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -303432.062500 Penalty: 3983.244629
	Iteration 51Q: 3 clusters Score -303432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -303432.875000 Penalty: 3983.244629
	Iteration 52Q: 3 clusters Score -303432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -303432.875000 Penalty: 3983.244629
	Iteration 53F: 3 clusters Score -303432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Entering Unmasked Estep 
Score: -660112.500000 Penalty: 2189.793457
	Iteration 0F: 2 clusters Score -660112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -654416.750000 Penalty: 4379.586914
	Iteration 0F: 3 clusters Score -654416.8 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -655882.312500 Penalty: 4379.586914
	Iteration 1F: 3 clusters Score -655882.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -656113.937500 Penalty: 4379.586914
	Iteration 2F: 3 clusters Score -656113.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -656257.000000 Penalty: 4379.586914
	Iteration 3Q: 3 clusters Score -656257 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -656353.875000 Penalty: 4379.586914
	Iteration 4Q: 3 clusters Score -656353.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -656437.875000 Penalty: 4379.586914
	Iteration 5Q: 3 clusters Score -656437.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -656500.562500 Penalty: 4379.586914
	Iteration 6Q: 3 clusters Score -656500.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -656551.562500 Penalty: 4379.586914
	Iteration 7Q: 3 clusters Score -656551.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -656587.687500 Penalty: 4379.586914
	Iteration 8Q: 3 clusters Score -656587.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -656627.875000 Penalty: 4379.586914
	Iteration 9Q: 3 clusters Score -656627.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -656662.875000 Penalty: 4379.586914
	Iteration 10Q: 3 clusters Score -656662.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -656698.187500 Penalty: 4379.586914
	Iteration 11Q: 3 clusters Score -656698.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -656739.500000 Penalty: 4379.586914
	Iteration 12Q: 3 clusters Score -656739.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -656785.125000 Penalty: 4379.586914
	Iteration 13Q: 3 clusters Score -656785.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -656830.000000 Penalty: 4379.586914
	Iteration 14Q: 3 clusters Score -656830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -656883.562500 Penalty: 4379.586914
	Iteration 15Q: 3 clusters Score -656883.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -656942.437500 Penalty: 4379.586914
	Iteration 16Q: 3 clusters Score -656942.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -657001.250000 Penalty: 4379.586914
	Iteration 17Q: 3 clusters Score -657001.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -657071.687500 Penalty: 4379.586914
	Iteration 18Q: 3 clusters Score -657071.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -657135.250000 Penalty: 4379.586914
	Iteration 19Q: 3 clusters Score -657135.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -657195.500000 Penalty: 4379.586914
	Iteration 20F: 3 clusters Score -657195.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -657262.250000 Penalty: 4379.586914
	Iteration 21Q: 3 clusters Score -657262.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -657332.937500 Penalty: 4379.586914
	Iteration 22Q: 3 clusters Score -657332.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -657397.750000 Penalty: 4379.586914
	Iteration 23Q: 3 clusters Score -657397.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -657460.250000 Penalty: 4379.586914
	Iteration 24Q: 3 clusters Score -657460.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -657516.812500 Penalty: 4379.586914
	Iteration 25Q: 3 clusters Score -657516.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -657563.375000 Penalty: 4379.586914
	Iteration 26Q: 3 clusters Score -657563.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -657600.312500 Penalty: 4379.586914
	Iteration 27Q: 3 clusters Score -657600.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -657638.187500 Penalty: 4379.586914
	Iteration 28Q: 3 clusters Score -657638.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -657682.250000 Penalty: 4379.586914
	Iteration 29Q: 3 clusters Score -657682.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -657721.562500 Penalty: 4379.586914
	Iteration 30Q: 3 clusters Score -657721.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -657752.125000 Penalty: 4379.586914
	Iteration 31Q: 3 clusters Score -657752.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657775.687500 Penalty: 4379.586914
	Iteration 32Q: 3 clusters Score -657775.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -657795.937500 Penalty: 4379.586914
	Iteration 33Q: 3 clusters Score -657795.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -657812.125000 Penalty: 4379.586914
	Iteration 34Q: 3 clusters Score -657812.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -657826.375000 Penalty: 4379.586914
	Iteration 35Q: 3 clusters Score -657826.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -657842.687500 Penalty: 4379.586914
	Iteration 36Q: 3 clusters Score -657842.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -657855.937500 Penalty: 4379.586914
	Iteration 37Q: 3 clusters Score -657855.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -657872.875000 Penalty: 4379.586914
	Iteration 38Q: 3 clusters Score -657872.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -657893.000000 Penalty: 4379.586914
	Iteration 39Q: 3 clusters Score -657893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -657913.187500 Penalty: 4379.586914
	Iteration 40F: 3 clusters Score -657913.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -657928.750000 Penalty: 4379.586914
	Iteration 41Q: 3 clusters Score -657928.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -657953.562500 Penalty: 4379.586914
	Iteration 42Q: 3 clusters Score -657953.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -657982.625000 Penalty: 4379.586914
	Iteration 43Q: 3 clusters Score -657982.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -658000.000000 Penalty: 4379.586914
	Iteration 44Q: 3 clusters Score -658000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -658016.750000 Penalty: 4379.586914
	Iteration 45Q: 3 clusters Score -658016.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -658030.375000 Penalty: 4379.586914
	Iteration 46Q: 3 clusters Score -658030.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -658038.187500 Penalty: 4379.586914
	Iteration 47Q: 3 clusters Score -658038.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -658045.250000 Penalty: 4379.586914
	Iteration 48Q: 3 clusters Score -658045.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -658053.687500 Penalty: 4379.586914
	Iteration 49Q: 3 clusters Score -658053.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -658059.062500 Penalty: 4379.586914
	Iteration 50Q: 3 clusters Score -658059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -658062.562500 Penalty: 4379.586914
	Iteration 51Q: 3 clusters Score -658062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -658065.687500 Penalty: 4379.586914
	Iteration 52Q: 3 clusters Score -658065.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -658068.625000 Penalty: 4379.586914
	Iteration 53Q: 3 clusters Score -658068.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -658075.750000 Penalty: 4379.586914
	Iteration 54Q: 3 clusters Score -658075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -658081.562500 Penalty: 4379.586914
	Iteration 55Q: 3 clusters Score -658081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -658085.562500 Penalty: 4379.586914
	Iteration 56Q: 3 clusters Score -658085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -658088.750000 Penalty: 4379.586914
	Iteration 57Q: 3 clusters Score -658088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -658091.562500 Penalty: 4379.586914
	Iteration 58Q: 3 clusters Score -658091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -658093.437500 Penalty: 4379.586914
	Iteration 59Q: 3 clusters Score -658093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -658094.937500 Penalty: 4379.586914
	Iteration 60F: 3 clusters Score -658094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -658096.562500 Penalty: 4379.586914
	Iteration 61Q: 3 clusters Score -658096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -658098.562500 Penalty: 4379.586914
	Iteration 62Q: 3 clusters Score -658098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -658099.875000 Penalty: 4379.586914
	Iteration 63Q: 3 clusters Score -658099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -658103.750000 Penalty: 4379.586914
	Iteration 64Q: 3 clusters Score -658103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -658107.312500 Penalty: 4379.586914
	Iteration 65Q: 3 clusters Score -658107.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -658110.812500 Penalty: 4379.586914
	Iteration 66Q: 3 clusters Score -658110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -658116.562500 Penalty: 4379.586914
	Iteration 67Q: 3 clusters Score -658116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -658125.625000 Penalty: 4379.586914
	Iteration 68Q: 3 clusters Score -658125.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -658135.750000 Penalty: 4379.586914
	Iteration 69Q: 3 clusters Score -658135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -658144.000000 Penalty: 4379.586914
	Iteration 70Q: 3 clusters Score -658144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -658153.875000 Penalty: 4379.586914
	Iteration 71Q: 3 clusters Score -658153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -658158.062500 Penalty: 4379.586914
	Iteration 72Q: 3 clusters Score -658158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -658163.500000 Penalty: 4379.586914
	Iteration 73Q: 3 clusters Score -658163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -658166.500000 Penalty: 4379.586914
	Iteration 74Q: 3 clusters Score -658166.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -658171.375000 Penalty: 4379.586914
	Iteration 75Q: 3 clusters Score -658171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -658175.062500 Penalty: 4379.586914
	Iteration 76Q: 3 clusters Score -658175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -658176.000000 Penalty: 4379.586914
	Iteration 77Q: 3 clusters Score -658176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -658180.187500 Penalty: 4379.586914
	Iteration 78Q: 3 clusters Score -658180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -658181.062500 Penalty: 4379.586914
	Iteration 79Q: 3 clusters Score -658181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -658182.250000 Penalty: 4379.586914
	Iteration 80F: 3 clusters Score -658182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -658182.500000 Penalty: 4379.586914
	Iteration 81Q: 3 clusters Score -658182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -658182.875000 Penalty: 4379.586914
	Iteration 82Q: 3 clusters Score -658182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -658183.375000 Penalty: 4379.586914
	Iteration 83Q: 3 clusters Score -658183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -658183.062500 Penalty: 4379.586914
	Iteration 84Q: 3 clusters Score -658183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -658184.937500 Penalty: 4379.586914
	Iteration 85Q: 3 clusters Score -658184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -658185.312500 Penalty: 4379.586914
	Iteration 86Q: 3 clusters Score -658185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -658186.187500 Penalty: 4379.586914
	Iteration 87Q: 3 clusters Score -658186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -658186.812500 Penalty: 4379.586914
	Iteration 88Q: 3 clusters Score -658186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -658188.875000 Penalty: 4379.586914
	Iteration 89Q: 3 clusters Score -658188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -658191.125000 Penalty: 4379.586914
	Iteration 90Q: 3 clusters Score -658191.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -658193.375000 Penalty: 4379.586914
	Iteration 91Q: 3 clusters Score -658193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -658194.562500 Penalty: 4379.586914
	Iteration 92Q: 3 clusters Score -658194.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -658197.812500 Penalty: 4379.586914
	Iteration 93Q: 3 clusters Score -658197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -658197.687500 Penalty: 4379.586914
	Iteration 94Q: 3 clusters Score -658197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -658199.250000 Penalty: 4379.586914
	Iteration 95Q: 3 clusters Score -658199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -658200.937500 Penalty: 4379.586914
	Iteration 96Q: 3 clusters Score -658200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -658200.687500 Penalty: 4379.586914
	Iteration 97Q: 3 clusters Score -658200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -658202.000000 Penalty: 4379.586914
	Iteration 98Q: 3 clusters Score -658202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -658202.000000 Penalty: 4379.586914
	Iteration 99F: 3 clusters Score -658202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -195476.656250 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -195476.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -192482.734375 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -192482.7 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -193247.890625 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -193247.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -193537.750000 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -193537.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -193706.218750 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -193706.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -193850.203125 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -193850.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -193947.093750 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -193947.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -194015.125000 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -194015.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -194063.343750 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -194063.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -194104.156250 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -194104.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194140.343750 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -194140.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194169.796875 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -194169.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -194189.546875 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -194189.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -194209.984375 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -194210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194232.718750 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -194232.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -194256.109375 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -194256.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194278.437500 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -194278.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194301.156250 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -194301.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194315.171875 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -194315.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -194326.093750 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -194326.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -194334.000000 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -194334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -194342.000000 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -194342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -194347.937500 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -194347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -194352.031250 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -194352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -194355.312500 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -194355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -194356.828125 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -194356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -194358.421875 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -194358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -194359.921875 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -194359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194362.109375 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -194362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194363.687500 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -194363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194365.312500 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -194365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194367.390625 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -194367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -194368.687500 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -194368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -194370.687500 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -194370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -194370.578125 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -194370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -194370.578125 Penalty: 3925.106445
	Iteration 34F: 3 clusters Score -194370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -291735.937500 Penalty: 1991.137695
	Iteration 0F: 2 clusters Score -291735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -288436.875000 Penalty: 3982.275391
	Iteration 0F: 3 clusters Score -288436.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289108.062500 Penalty: 3982.275391
	Iteration 1F: 3 clusters Score -289108.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -289252.406250 Penalty: 3982.275391
	Iteration 2F: 3 clusters Score -289252.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -289327.906250 Penalty: 3982.275391
	Iteration 3Q: 3 clusters Score -289327.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -289373.500000 Penalty: 3982.275391
	Iteration 4Q: 3 clusters Score -289373.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -289410.562500 Penalty: 3982.275391
	Iteration 5Q: 3 clusters Score -289410.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -289446.531250 Penalty: 3982.275391
	Iteration 6Q: 3 clusters Score -289446.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -289471.000000 Penalty: 3982.275391
	Iteration 7Q: 3 clusters Score -289471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -289492.593750 Penalty: 3982.275391
	Iteration 8Q: 3 clusters Score -289492.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -289511.375000 Penalty: 3982.275391
	Iteration 9Q: 3 clusters Score -289511.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -289528.468750 Penalty: 3982.275391
	Iteration 10Q: 3 clusters Score -289528.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -289545.906250 Penalty: 3982.275391
	Iteration 11Q: 3 clusters Score -289545.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -289557.218750 Penalty: 3982.275391
	Iteration 12Q: 3 clusters Score -289557.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -289566.687500 Penalty: 3982.275391
	Iteration 13Q: 3 clusters Score -289566.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -289577.312500 Penalty: 3982.275391
	Iteration 14Q: 3 clusters Score -289577.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -289587.218750 Penalty: 3982.275391
	Iteration 15Q: 3 clusters Score -289587.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -289598.687500 Penalty: 3982.275391
	Iteration 16Q: 3 clusters Score -289598.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -289607.562500 Penalty: 3982.275391
	Iteration 17Q: 3 clusters Score -289607.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -289614.250000 Penalty: 3982.275391
	Iteration 18Q: 3 clusters Score -289614.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -289622.843750 Penalty: 3982.275391
	Iteration 19Q: 3 clusters Score -289622.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -289631.875000 Penalty: 3982.275391
	Iteration 20F: 3 clusters Score -289631.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -289639.562500 Penalty: 3982.275391
	Iteration 21Q: 3 clusters Score -289639.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -289645.281250 Penalty: 3982.275391
	Iteration 22Q: 3 clusters Score -289645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -289652.312500 Penalty: 3982.275391
	Iteration 23Q: 3 clusters Score -289652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -289661.781250 Penalty: 3982.275391
	Iteration 24Q: 3 clusters Score -289661.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -289675.000000 Penalty: 3982.275391
	Iteration 25Q: 3 clusters Score -289675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -289694.875000 Penalty: 3982.275391
	Iteration 26Q: 3 clusters Score -289694.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -289726.031250 Penalty: 3982.275391
	Iteration 27Q: 3 clusters Score -289726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -289753.187500 Penalty: 3982.275391
	Iteration 28Q: 3 clusters Score -289753.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -289766.937500 Penalty: 3982.275391
	Iteration 29Q: 3 clusters Score -289766.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -289785.156250 Penalty: 3982.275391
	Iteration 30Q: 3 clusters Score -289785.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -289806.218750 Penalty: 3982.275391
	Iteration 31Q: 3 clusters Score -289806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -289818.468750 Penalty: 3982.275391
	Iteration 32Q: 3 clusters Score -289818.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -289829.000000 Penalty: 3982.275391
	Iteration 33Q: 3 clusters Score -289829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -289834.875000 Penalty: 3982.275391
	Iteration 34Q: 3 clusters Score -289834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -289839.718750 Penalty: 3982.275391
	Iteration 35Q: 3 clusters Score -289839.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -289848.000000 Penalty: 3982.275391
	Iteration 36Q: 3 clusters Score -289848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -289855.000000 Penalty: 3982.275391
	Iteration 37Q: 3 clusters Score -289855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -289863.281250 Penalty: 3982.275391
	Iteration 38Q: 3 clusters Score -289863.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -289872.437500 Penalty: 3982.275391
	Iteration 39Q: 3 clusters Score -289872.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -289883.281250 Penalty: 3982.275391
	Iteration 40F: 3 clusters Score -289883.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -289890.343750 Penalty: 3982.275391
	Iteration 41Q: 3 clusters Score -289890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -289900.406250 Penalty: 3982.275391
	Iteration 42Q: 3 clusters Score -289900.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -289910.500000 Penalty: 3982.275391
	Iteration 43Q: 3 clusters Score -289910.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -289916.812500 Penalty: 3982.275391
	Iteration 44Q: 3 clusters Score -289916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -289923.468750 Penalty: 3982.275391
	Iteration 45Q: 3 clusters Score -289923.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -289929.875000 Penalty: 3982.275391
	Iteration 46Q: 3 clusters Score -289929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -289934.343750 Penalty: 3982.275391
	Iteration 47Q: 3 clusters Score -289934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -289941.625000 Penalty: 3982.275391
	Iteration 48Q: 3 clusters Score -289941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -289949.343750 Penalty: 3982.275391
	Iteration 49Q: 3 clusters Score -289949.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -289954.281250 Penalty: 3982.275391
	Iteration 50Q: 3 clusters Score -289954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -289960.281250 Penalty: 3982.275391
	Iteration 51Q: 3 clusters Score -289960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -289965.687500 Penalty: 3982.275391
	Iteration 52Q: 3 clusters Score -289965.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -289971.000000 Penalty: 3982.275391
	Iteration 53Q: 3 clusters Score -289971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -289977.312500 Penalty: 3982.275391
	Iteration 54Q: 3 clusters Score -289977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -289982.781250 Penalty: 3982.275391
	Iteration 55Q: 3 clusters Score -289982.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -289988.562500 Penalty: 3982.275391
	Iteration 56Q: 3 clusters Score -289988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -289990.218750 Penalty: 3982.275391
	Iteration 57Q: 3 clusters Score -289990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -289990.625000 Penalty: 3982.275391
	Iteration 58Q: 3 clusters Score -289990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -289992.593750 Penalty: 3982.275391
	Iteration 59Q: 3 clusters Score -289992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -289993.281250 Penalty: 3982.275391
	Iteration 60F: 3 clusters Score -289993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 5150 members 
Mstep: Class 21 contains 57678 members 
Mstep: Class 22 contains 95784 members 
Mstep: Class 23 contains 73878 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 33402 members 
Mstep: Class 36 contains 871 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 36719 members 
Mstep: Class 39 contains 98106 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 172 members 
Mstep: Class 42 contains 2317 members 
Mstep: Class 43 contains 13462 members 
Mstep: Class 44 contains 5608 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10830 members 
Mstep: Class 47 contains 2201 members 
Mstep: Class 48 contains 14939 members 
Mstep: Class 49 contains 2429 members 
Mstep: Class 50 contains 13932 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2734 members 
Mstep: Class 54 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 2117.275391 but Gain 3403.265625
Score: -84133152.000000 Penalty: 200791.921875
Iteration 279Q: 60 clusters Score -8.413315e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 10940 members 
Mstep: Class 4 contains 11682 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 35518 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 582 members 
Mstep: Class 9 contains 3829 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 29821 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 13183 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19265 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 57859 members 
Mstep: Class 22 contains 97096 members 
Mstep: Class 23 contains 74186 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20758 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32728 members 
Mstep: Class 31 contains 2916 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 7389 members 
Mstep: Class 35 contains 33406 members 
Mstep: Class 36 contains 872 members 
Mstep: Class 37 contains 8939 members 
Mstep: Class 38 contains 36954 members 
Mstep: Class 39 contains 98570 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2394 members 
Mstep: Class 43 contains 13479 members 
Mstep: Class 44 contains 5636 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10827 members 
Mstep: Class 47 contains 2211 members 
Mstep: Class 48 contains 15006 members 
Mstep: Class 49 contains 2486 members 
Mstep: Class 50 contains 14132 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6835 members 
Mstep: Class 53 contains 2738 members 
Mstep: Class 54 contains 3068 members 
Mstep: Class 55 contains 118609 members 
Mstep: Class 56 contains 871 members 
Mstep: Class 57 contains 325 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 3295 members 
Mstep: Class 60 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137256.000000 Penalty: 200791.921875
Iteration 280F: 60 clusters Score -8.413726e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 35466 members 
Mstep: Class 7 contains 2431 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 29780 members 
Mstep: Class 12 contains 6333 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19261 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 57905 members 
Mstep: Class 22 contains 97178 members 
Mstep: Class 23 contains 74262 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20719 members 
Mstep: Class 26 contains 20496 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32756 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33404 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 36767 members 
Mstep: Class 39 contains 98800 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2410 members 
Mstep: Class 43 contains 13428 members 
Mstep: Class 44 contains 5628 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10828 members 
Mstep: Class 47 contains 2197 members 
Mstep: Class 48 contains 14941 members 
Mstep: Class 49 contains 2509 members 
Mstep: Class 50 contains 14243 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6830 members 
Mstep: Class 53 contains 2751 members 
Mstep: Class 54 contains 3063 members 
Mstep: Class 55 contains 118632 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 414 members 
Mstep: Class 59 contains 3346 members 
Mstep: Class 60 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84138416.000000 Penalty: 200791.921875
Iteration 281Q: 60 clusters Score -8.413842e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 10635 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 35573 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 2954 members 
Mstep: Class 11 contains 29741 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19258 members 
Mstep: Class 20 contains 5092 members 
Mstep: Class 21 contains 57891 members 
Mstep: Class 22 contains 97269 members 
Mstep: Class 23 contains 74309 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20497 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32760 members 
Mstep: Class 31 contains 2913 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 7371 members 
Mstep: Class 35 contains 33408 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8942 members 
Mstep: Class 38 contains 36692 members 
Mstep: Class 39 contains 98945 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2406 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5629 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10827 members 
Mstep: Class 47 contains 2195 members 
Mstep: Class 48 contains 14909 members 
Mstep: Class 49 contains 2525 members 
Mstep: Class 50 contains 14322 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6826 members 
Mstep: Class 53 contains 2758 members 
Mstep: Class 54 contains 3062 members 
Mstep: Class 55 contains 118460 members 
Mstep: Class 56 contains 871 members 
Mstep: Class 57 contains 411 members 
Mstep: Class 58 contains 419 members 
Mstep: Class 59 contains 3363 members 
Mstep: Class 60 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139232.000000 Penalty: 200791.921875
Iteration 282Q: 60 clusters Score -8.413923e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4052 members 
Mstep: Class 3 contains 10535 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 35721 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 29707 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 57830 members 
Mstep: Class 22 contains 97359 members 
Mstep: Class 23 contains 74332 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20498 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 2911 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7367 members 
Mstep: Class 35 contains 33417 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8948 members 
Mstep: Class 38 contains 36661 members 
Mstep: Class 39 contains 98996 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2397 members 
Mstep: Class 43 contains 13413 members 
Mstep: Class 44 contains 5632 members 
Mstep: Class 45 contains 9115 members 
Mstep: Class 46 contains 10825 members 
Mstep: Class 47 contains 2194 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2533 members 
Mstep: Class 50 contains 14385 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6821 members 
Mstep: Class 53 contains 2765 members 
Mstep: Class 54 contains 3061 members 
Mstep: Class 55 contains 118321 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3362 members 
Mstep: Class 60 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139112.000000 Penalty: 200791.921875
Iteration 283Q: 60 clusters Score -8.413911e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 35906 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3828 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 29682 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19248 members 
Mstep: Class 20 contains 5076 members 
Mstep: Class 21 contains 57754 members 
Mstep: Class 22 contains 97421 members 
Mstep: Class 23 contains 74336 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 20677 members 
Mstep: Class 26 contains 20494 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32750 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7363 members 
Mstep: Class 35 contains 33430 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8952 members 
Mstep: Class 38 contains 36644 members 
Mstep: Class 39 contains 99008 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2387 members 
Mstep: Class 43 contains 13420 members 
Mstep: Class 44 contains 5632 members 
Mstep: Class 45 contains 9119 members 
Mstep: Class 46 contains 10824 members 
Mstep: Class 47 contains 2191 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2544 members 
Mstep: Class 50 contains 14420 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6820 members 
Mstep: Class 53 contains 2770 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 118216 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139120.000000 Penalty: 200791.921875
Iteration 284Q: 60 clusters Score -8.413912e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 10413 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 6 contains 36090 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3829 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 29651 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19242 members 
Mstep: Class 20 contains 5073 members 
Mstep: Class 21 contains 57682 members 
Mstep: Class 22 contains 97481 members 
Mstep: Class 23 contains 74317 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 20681 members 
Mstep: Class 26 contains 20494 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32747 members 
Mstep: Class 31 contains 2905 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7361 members 
Mstep: Class 35 contains 33430 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 36641 members 
Mstep: Class 39 contains 99022 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2375 members 
Mstep: Class 43 contains 13422 members 
Mstep: Class 44 contains 5631 members 
Mstep: Class 45 contains 9117 members 
Mstep: Class 46 contains 10824 members 
Mstep: Class 47 contains 2189 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2556 members 
Mstep: Class 50 contains 14448 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6819 members 
Mstep: Class 53 contains 2772 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 118118 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139184.000000 Penalty: 200791.921875
Iteration 285Q: 60 clusters Score -8.413918e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 36263 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 29632 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19241 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 21 contains 57599 members 
Mstep: Class 22 contains 97522 members 
Mstep: Class 23 contains 74298 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7360 members 
Mstep: Class 35 contains 33438 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8963 members 
Mstep: Class 38 contains 36641 members 
Mstep: Class 39 contains 99011 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2365 members 
Mstep: Class 43 contains 13426 members 
Mstep: Class 44 contains 5632 members 
Mstep: Class 45 contains 9118 members 
Mstep: Class 46 contains 10826 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2563 members 
Mstep: Class 50 contains 14478 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6815 members 
Mstep: Class 53 contains 2774 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 118054 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139232.000000 Penalty: 200791.921875
Iteration 286Q: 60 clusters Score -8.413923e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 10299 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 36447 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29611 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19243 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 21 contains 57521 members 
Mstep: Class 22 contains 97568 members 
Mstep: Class 23 contains 74290 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32727 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7360 members 
Mstep: Class 35 contains 33445 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 36643 members 
Mstep: Class 39 contains 98963 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2362 members 
Mstep: Class 43 contains 13421 members 
Mstep: Class 44 contains 5633 members 
Mstep: Class 45 contains 9115 members 
Mstep: Class 46 contains 10825 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2569 members 
Mstep: Class 50 contains 14501 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6813 members 
Mstep: Class 53 contains 2776 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 118011 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3365 members 
Mstep: Class 60 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139344.000000 Penalty: 200791.921875
Iteration 287Q: 60 clusters Score -8.413934e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 10247 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 36631 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29595 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19242 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 57460 members 
Mstep: Class 22 contains 97612 members 
Mstep: Class 23 contains 74285 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20680 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32724 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3039 members 
Mstep: Class 34 contains 7364 members 
Mstep: Class 35 contains 33440 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8985 members 
Mstep: Class 38 contains 36642 members 
Mstep: Class 39 contains 98898 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2357 members 
Mstep: Class 43 contains 13426 members 
Mstep: Class 44 contains 5632 members 
Mstep: Class 45 contains 9114 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2180 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2574 members 
Mstep: Class 50 contains 14522 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6812 members 
Mstep: Class 53 contains 2778 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117956 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3366 members 
Mstep: Class 60 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139400.000000 Penalty: 200791.921875
Iteration 288Q: 60 clusters Score -8.41394e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 10194 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3169 members 
Mstep: Class 6 contains 36808 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29588 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19238 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 57394 members 
Mstep: Class 22 contains 97653 members 
Mstep: Class 23 contains 74288 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20483 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32720 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33445 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8985 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 98820 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2351 members 
Mstep: Class 43 contains 13424 members 
Mstep: Class 44 contains 5633 members 
Mstep: Class 45 contains 9112 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2179 members 
Mstep: Class 48 contains 14886 members 
Mstep: Class 49 contains 2581 members 
Mstep: Class 50 contains 14534 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6811 members 
Mstep: Class 53 contains 2783 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117924 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3365 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139504.000000 Penalty: 200791.921875
Iteration 289Q: 60 clusters Score -8.41395e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 10151 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 36976 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29571 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19232 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 57317 members 
Mstep: Class 22 contains 97685 members 
Mstep: Class 23 contains 74301 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20480 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32717 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33452 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8983 members 
Mstep: Class 38 contains 36650 members 
Mstep: Class 39 contains 98753 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2347 members 
Mstep: Class 43 contains 13427 members 
Mstep: Class 44 contains 5633 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2180 members 
Mstep: Class 48 contains 14887 members 
Mstep: Class 49 contains 2587 members 
Mstep: Class 50 contains 14551 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6809 members 
Mstep: Class 53 contains 2787 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117899 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139456.000000 Penalty: 200791.921875
Iteration 290Q: 60 clusters Score -8.413946e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 10099 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 37133 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29557 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 21 contains 57234 members 
Mstep: Class 22 contains 97723 members 
Mstep: Class 23 contains 74323 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20480 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 1894 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32713 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33458 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8983 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 98681 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13431 members 
Mstep: Class 44 contains 5634 members 
Mstep: Class 45 contains 9112 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2180 members 
Mstep: Class 48 contains 14888 members 
Mstep: Class 49 contains 2591 members 
Mstep: Class 50 contains 14567 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6805 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117880 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139608.000000 Penalty: 200791.921875
Iteration 291Q: 60 clusters Score -8.413961e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 10052 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29546 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19222 members 
Mstep: Class 20 contains 5059 members 
Mstep: Class 21 contains 57157 members 
Mstep: Class 22 contains 97783 members 
Mstep: Class 23 contains 74345 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20481 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32713 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7369 members 
Mstep: Class 35 contains 33465 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8987 members 
Mstep: Class 38 contains 36658 members 
Mstep: Class 39 contains 98608 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13434 members 
Mstep: Class 44 contains 5636 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2180 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2595 members 
Mstep: Class 50 contains 14573 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6803 members 
Mstep: Class 53 contains 2795 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117859 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139464.000000 Penalty: 200791.921875
Iteration 292Q: 60 clusters Score -8.413946e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 10008 members 
Mstep: Class 4 contains 11668 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 37382 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29534 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 5052 members 
Mstep: Class 21 contains 57096 members 
Mstep: Class 22 contains 97845 members 
Mstep: Class 23 contains 74366 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20693 members 
Mstep: Class 26 contains 20482 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32708 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33477 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8989 members 
Mstep: Class 38 contains 36662 members 
Mstep: Class 39 contains 98521 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13437 members 
Mstep: Class 44 contains 5641 members 
Mstep: Class 45 contains 9109 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2179 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2598 members 
Mstep: Class 50 contains 14586 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6801 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117848 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139504.000000 Penalty: 200791.921875
Iteration 293Q: 60 clusters Score -8.41395e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9964 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 37487 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 29522 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 57028 members 
Mstep: Class 22 contains 97909 members 
Mstep: Class 23 contains 74378 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20484 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32698 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7371 members 
Mstep: Class 35 contains 33480 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8993 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 98457 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13443 members 
Mstep: Class 44 contains 5641 members 
Mstep: Class 45 contains 9107 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2180 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 14591 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6799 members 
Mstep: Class 53 contains 2803 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117851 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139496.000000 Penalty: 200791.921875
Iteration 294Q: 60 clusters Score -8.41395e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9928 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 37581 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29515 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 56971 members 
Mstep: Class 22 contains 97965 members 
Mstep: Class 23 contains 74401 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20482 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32696 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7370 members 
Mstep: Class 35 contains 33486 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 8995 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 98382 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13447 members 
Mstep: Class 44 contains 5641 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2181 members 
Mstep: Class 48 contains 14868 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 14596 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6794 members 
Mstep: Class 53 contains 2804 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117848 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3367 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139480.000000 Penalty: 200791.921875
Iteration 295Q: 60 clusters Score -8.413948e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9908 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 37678 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29512 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 56916 members 
Mstep: Class 22 contains 98014 members 
Mstep: Class 23 contains 74413 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20481 members 
Mstep: Class 27 contains 9626 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32690 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7368 members 
Mstep: Class 35 contains 33482 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9000 members 
Mstep: Class 38 contains 36667 members 
Mstep: Class 39 contains 98306 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13444 members 
Mstep: Class 44 contains 5642 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2183 members 
Mstep: Class 48 contains 14865 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 14605 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6791 members 
Mstep: Class 53 contains 2806 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117842 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139512.000000 Penalty: 200791.921875
Iteration 296Q: 60 clusters Score -8.413951e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9890 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 37768 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29510 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 56868 members 
Mstep: Class 22 contains 98044 members 
Mstep: Class 23 contains 74434 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20481 members 
Mstep: Class 27 contains 9626 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32684 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7371 members 
Mstep: Class 35 contains 33481 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9001 members 
Mstep: Class 38 contains 36664 members 
Mstep: Class 39 contains 98250 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13442 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9112 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14861 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 14609 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6789 members 
Mstep: Class 53 contains 2810 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117837 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139672.000000 Penalty: 200791.921875
Iteration 297Q: 60 clusters Score -8.413967e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9864 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 37869 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29504 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19213 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 56819 members 
Mstep: Class 22 contains 98086 members 
Mstep: Class 23 contains 74449 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20478 members 
Mstep: Class 27 contains 9626 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32679 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7374 members 
Mstep: Class 35 contains 33483 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9004 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 98190 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13442 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9113 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14859 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 14609 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6788 members 
Mstep: Class 53 contains 2812 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117826 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139672.000000 Penalty: 200791.921875
Iteration 298Q: 60 clusters Score -8.413967e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9842 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 37965 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29499 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19213 members 
Mstep: Class 20 contains 5021 members 
Mstep: Class 21 contains 56777 members 
Mstep: Class 22 contains 98117 members 
Mstep: Class 23 contains 74455 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20474 members 
Mstep: Class 27 contains 9628 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32678 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33484 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9006 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 98127 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13448 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9112 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14861 members 
Mstep: Class 49 contains 2599 members 
Mstep: Class 50 contains 14611 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6786 members 
Mstep: Class 53 contains 2814 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117819 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139776.000000 Penalty: 200791.921875
Iteration 299Q: 60 clusters Score -8.413978e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9828 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 38054 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29490 members 
Mstep: Class 12 contains 6328 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19211 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 56728 members 
Mstep: Class 22 contains 98161 members 
Mstep: Class 23 contains 74470 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20475 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32681 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33486 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9006 members 
Mstep: Class 38 contains 36664 members 
Mstep: Class 39 contains 98051 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14860 members 
Mstep: Class 49 contains 2600 members 
Mstep: Class 50 contains 14618 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6785 members 
Mstep: Class 53 contains 2816 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117806 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139872.000000 Penalty: 200791.921875
Iteration 300F: 60 clusters Score -8.413987e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9801 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 38143 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29479 members 
Mstep: Class 12 contains 6329 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19211 members 
Mstep: Class 20 contains 5016 members 
Mstep: Class 21 contains 56677 members 
Mstep: Class 22 contains 98196 members 
Mstep: Class 23 contains 74470 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20477 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32680 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33487 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9006 members 
Mstep: Class 38 contains 36660 members 
Mstep: Class 39 contains 98002 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13454 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14861 members 
Mstep: Class 49 contains 2602 members 
Mstep: Class 50 contains 14630 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6784 members 
Mstep: Class 53 contains 2819 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117800 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139952.000000 Penalty: 200791.921875
Iteration 301Q: 60 clusters Score -8.413995e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9785 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 38230 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29469 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19211 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 56634 members 
Mstep: Class 22 contains 98245 members 
Mstep: Class 23 contains 74478 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20476 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32679 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3552 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33486 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9009 members 
Mstep: Class 38 contains 36659 members 
Mstep: Class 39 contains 97926 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13454 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14862 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14637 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6783 members 
Mstep: Class 53 contains 2819 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117795 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140040.000000 Penalty: 200791.921875
Iteration 302Q: 60 clusters Score -8.414004e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9765 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 38342 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29460 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19210 members 
Mstep: Class 20 contains 5010 members 
Mstep: Class 21 contains 56595 members 
Mstep: Class 22 contains 98268 members 
Mstep: Class 23 contains 74483 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20477 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32676 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33487 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9014 members 
Mstep: Class 38 contains 36660 members 
Mstep: Class 39 contains 97857 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13457 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14862 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14646 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6782 members 
Mstep: Class 53 contains 2820 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117779 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140056.000000 Penalty: 200791.921875
Iteration 303Q: 60 clusters Score -8.414006e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 38458 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29455 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19210 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 56564 members 
Mstep: Class 22 contains 98291 members 
Mstep: Class 23 contains 74481 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20475 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32675 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7377 members 
Mstep: Class 35 contains 33484 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9012 members 
Mstep: Class 38 contains 36660 members 
Mstep: Class 39 contains 97780 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2345 members 
Mstep: Class 43 contains 13458 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2188 members 
Mstep: Class 48 contains 14863 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14655 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6780 members 
Mstep: Class 53 contains 2820 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117764 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139992.000000 Penalty: 200791.921875
Iteration 304Q: 60 clusters Score -8.413999e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9750 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 38567 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19211 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 56539 members 
Mstep: Class 22 contains 98305 members 
Mstep: Class 23 contains 74476 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20473 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32672 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7377 members 
Mstep: Class 35 contains 33488 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9012 members 
Mstep: Class 38 contains 36658 members 
Mstep: Class 39 contains 97706 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2344 members 
Mstep: Class 43 contains 13455 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14864 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14664 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2821 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117747 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140032.000000 Penalty: 200791.921875
Iteration 305Q: 60 clusters Score -8.414003e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 38691 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29444 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19212 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 56507 members 
Mstep: Class 22 contains 98333 members 
Mstep: Class 23 contains 74476 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20471 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7377 members 
Mstep: Class 35 contains 33492 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9012 members 
Mstep: Class 38 contains 36662 members 
Mstep: Class 39 contains 97597 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2344 members 
Mstep: Class 43 contains 13453 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14866 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14672 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2821 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117729 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140008.000000 Penalty: 200791.921875
Iteration 306Q: 60 clusters Score -8.414001e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9737 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 38816 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29438 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19214 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 56476 members 
Mstep: Class 22 contains 98357 members 
Mstep: Class 23 contains 74477 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20468 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32669 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33492 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9013 members 
Mstep: Class 38 contains 36663 members 
Mstep: Class 39 contains 97486 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2344 members 
Mstep: Class 43 contains 13453 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14867 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14678 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2821 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117728 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140088.000000 Penalty: 200791.921875
Iteration 307Q: 60 clusters Score -8.414009e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9730 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 38933 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29435 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 56452 members 
Mstep: Class 22 contains 98393 members 
Mstep: Class 23 contains 74483 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20468 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32669 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33494 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9011 members 
Mstep: Class 38 contains 36664 members 
Mstep: Class 39 contains 97362 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2344 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9111 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14867 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14682 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117725 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139928.000000 Penalty: 200791.921875
Iteration 308Q: 60 clusters Score -8.413993e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 39056 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29429 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 56437 members 
Mstep: Class 22 contains 98414 members 
Mstep: Class 23 contains 74481 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20465 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32668 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33492 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9012 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 97255 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2344 members 
Mstep: Class 43 contains 13448 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9110 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14680 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117719 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140104.000000 Penalty: 200791.921875
Iteration 309Q: 60 clusters Score -8.41401e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 9719 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 39168 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29425 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 56418 members 
Mstep: Class 22 contains 98442 members 
Mstep: Class 23 contains 74485 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20465 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33493 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9014 members 
Mstep: Class 38 contains 36667 members 
Mstep: Class 39 contains 97148 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2344 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14681 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117713 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140136.000000 Penalty: 200791.921875
Iteration 310Q: 60 clusters Score -8.414014e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 39270 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3837 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29420 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19215 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 56394 members 
Mstep: Class 22 contains 98472 members 
Mstep: Class 23 contains 74498 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20464 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32670 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33496 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9015 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 97042 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2343 members 
Mstep: Class 43 contains 13445 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117703 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140248.000000 Penalty: 200791.921875
Iteration 311Q: 60 clusters Score -8.414025e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9708 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 39367 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29415 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 56380 members 
Mstep: Class 22 contains 98492 members 
Mstep: Class 23 contains 74515 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20464 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32665 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33495 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9015 members 
Mstep: Class 38 contains 36667 members 
Mstep: Class 39 contains 96947 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13444 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14868 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6779 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117697 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140168.000000 Penalty: 200791.921875
Iteration 312Q: 60 clusters Score -8.414017e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 39469 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29411 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 56356 members 
Mstep: Class 22 contains 98512 members 
Mstep: Class 23 contains 74530 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20462 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32664 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9014 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 96861 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2604 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6776 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117684 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140104.000000 Penalty: 200791.921875
Iteration 313Q: 60 clusters Score -8.41401e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9692 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 39572 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29407 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 56326 members 
Mstep: Class 22 contains 98546 members 
Mstep: Class 23 contains 74533 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20460 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32666 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33496 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9015 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 96776 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13448 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9108 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6776 members 
Mstep: Class 53 contains 2823 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117671 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140032.000000 Penalty: 200791.921875
Iteration 314Q: 60 clusters Score -8.414003e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9684 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 39661 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29407 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 56302 members 
Mstep: Class 22 contains 98578 members 
Mstep: Class 23 contains 74536 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20457 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32664 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33495 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9016 members 
Mstep: Class 38 contains 36667 members 
Mstep: Class 39 contains 96690 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13454 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9105 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6776 members 
Mstep: Class 53 contains 2823 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117668 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140136.000000 Penalty: 200791.921875
Iteration 315Q: 60 clusters Score -8.414014e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9681 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 39772 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29406 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4997 members 
Mstep: Class 21 contains 56279 members 
Mstep: Class 22 contains 98617 members 
Mstep: Class 23 contains 74536 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20457 members 
Mstep: Class 27 contains 9634 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32657 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9017 members 
Mstep: Class 38 contains 36664 members 
Mstep: Class 39 contains 96582 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13456 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9103 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6776 members 
Mstep: Class 53 contains 2823 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117659 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140144.000000 Penalty: 200791.921875
Iteration 316Q: 60 clusters Score -8.414014e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 39884 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29403 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 56259 members 
Mstep: Class 22 contains 98646 members 
Mstep: Class 23 contains 74539 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20455 members 
Mstep: Class 27 contains 9635 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32657 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7374 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9018 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 96482 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13456 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9102 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6776 members 
Mstep: Class 53 contains 2824 members 
Mstep: Class 54 contains 3059 members 
Mstep: Class 55 contains 117643 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140128.000000 Penalty: 200791.921875
Iteration 317Q: 60 clusters Score -8.414013e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40000 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29400 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 56245 members 
Mstep: Class 22 contains 98656 members 
Mstep: Class 23 contains 74543 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9635 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32658 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9021 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 96380 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6774 members 
Mstep: Class 53 contains 2827 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117629 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140224.000000 Penalty: 200791.921875
Iteration 318Q: 60 clusters Score -8.414022e+07 nChanged 245
Entering ConstructFrom: 
Score: -84140224.000000 Penalty: 200791.921875
Entering ConstructFrom: 
Trying to split cluster 1 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -29651.763672 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -29651.76 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 208 members 
Entering Unmasked Estep 
Score: -28320.927734 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -28320.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28486.625000 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -28486.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28614.863281 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -28614.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28777.755859 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -28777.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28937.500000 Penalty: 2960.479004
	Iteration 4F: 3 clusters Score -28937.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29026.283203 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -29026.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29069.074219 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -29069.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29088.921875 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -29088.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29095.900391 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -29095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29095.900391 Penalty: 2960.479004
	Iteration 9F: 3 clusters Score -29095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -339094.750000 Penalty: 2061.043945
	Iteration 0F: 2 clusters Score -339094.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -335215.093750 Penalty: 4122.087891
	Iteration 0F: 3 clusters Score -335215.1 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -336077.656250 Penalty: 4122.087891
	Iteration 1F: 3 clusters Score -336077.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -336463.937500 Penalty: 4122.087891
	Iteration 2F: 3 clusters Score -336463.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -336865.000000 Penalty: 4122.087891
	Iteration 3F: 3 clusters Score -336865 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -337138.468750 Penalty: 4122.087891
	Iteration 4F: 3 clusters Score -337138.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -337371.875000 Penalty: 4122.087891
	Iteration 5F: 3 clusters Score -337371.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -337618.343750 Penalty: 4122.087891
	Iteration 6F: 3 clusters Score -337618.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -337874.281250 Penalty: 4122.087891
	Iteration 7Q: 3 clusters Score -337874.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -338157.093750 Penalty: 4122.087891
	Iteration 8F: 3 clusters Score -338157.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -338388.218750 Penalty: 4122.087891
	Iteration 9Q: 3 clusters Score -338388.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -338564.937500 Penalty: 4122.087891
	Iteration 10Q: 3 clusters Score -338564.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -338697.718750 Penalty: 4122.087891
	Iteration 11Q: 3 clusters Score -338697.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -338805.750000 Penalty: 4122.087891
	Iteration 12Q: 3 clusters Score -338805.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -338894.750000 Penalty: 4122.087891
	Iteration 13Q: 3 clusters Score -338894.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -338969.562500 Penalty: 4122.087891
	Iteration 14Q: 3 clusters Score -338969.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -339058.718750 Penalty: 4122.087891
	Iteration 15Q: 3 clusters Score -339058.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -339128.093750 Penalty: 4122.087891
	Iteration 16Q: 3 clusters Score -339128.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -339198.781250 Penalty: 4122.087891
	Iteration 17Q: 3 clusters Score -339198.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -339301.750000 Penalty: 4122.087891
	Iteration 18Q: 3 clusters Score -339301.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -339387.312500 Penalty: 4122.087891
	Iteration 19Q: 3 clusters Score -339387.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -339453.687500 Penalty: 4122.087891
	Iteration 20F: 3 clusters Score -339453.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -339495.000000 Penalty: 4122.087891
	Iteration 21Q: 3 clusters Score -339495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -339509.281250 Penalty: 4122.087891
	Iteration 22Q: 3 clusters Score -339509.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -339519.718750 Penalty: 4122.087891
	Iteration 23Q: 3 clusters Score -339519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -339530.656250 Penalty: 4122.087891
	Iteration 24Q: 3 clusters Score -339530.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -339551.906250 Penalty: 4122.087891
	Iteration 25Q: 3 clusters Score -339551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -339575.125000 Penalty: 4122.087891
	Iteration 26Q: 3 clusters Score -339575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -339599.593750 Penalty: 4122.087891
	Iteration 27Q: 3 clusters Score -339599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -339627.375000 Penalty: 4122.087891
	Iteration 28Q: 3 clusters Score -339627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -339657.156250 Penalty: 4122.087891
	Iteration 29Q: 3 clusters Score -339657.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -339684.250000 Penalty: 4122.087891
	Iteration 30Q: 3 clusters Score -339684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -339695.687500 Penalty: 4122.087891
	Iteration 31Q: 3 clusters Score -339695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -339701.031250 Penalty: 4122.087891
	Iteration 32Q: 3 clusters Score -339701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -339702.937500 Penalty: 4122.087891
	Iteration 33Q: 3 clusters Score -339702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -339704.718750 Penalty: 4122.087891
	Iteration 34Q: 3 clusters Score -339704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -339704.718750 Penalty: 4122.087891
	Iteration 35F: 3 clusters Score -339704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 9678 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40128 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29398 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 56223 members 
Mstep: Class 22 contains 98667 members 
Mstep: Class 23 contains 74547 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9634 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32662 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 96270 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6773 members 
Mstep: Class 53 contains 2830 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117619 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139544.000000 Penalty: 204195.187500
Splitting cluster 2 changes total score from -84140224.000000 to -84139544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -955302.500000 Penalty: 2276.047363
	Iteration 0F: 2 clusters Score -955302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -947843.312500 Penalty: 4552.094727
	Iteration 0F: 3 clusters Score -947843.3 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -950021.812500 Penalty: 4552.094727
	Iteration 1F: 3 clusters Score -950021.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -950434.625000 Penalty: 4552.094727
	Iteration 2F: 3 clusters Score -950434.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -950859.250000 Penalty: 4552.094727
	Iteration 3F: 3 clusters Score -950859.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -951300.875000 Penalty: 4552.094727
	Iteration 4F: 3 clusters Score -951300.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -951724.812500 Penalty: 4552.094727
	Iteration 5F: 3 clusters Score -951724.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -952126.125000 Penalty: 4552.094727
	Iteration 6F: 3 clusters Score -952126.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -952508.187500 Penalty: 4552.094727
	Iteration 7Q: 3 clusters Score -952508.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -952826.687500 Penalty: 4552.094727
	Iteration 8Q: 3 clusters Score -952826.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -953126.687500 Penalty: 4552.094727
	Iteration 9Q: 3 clusters Score -953126.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -953436.312500 Penalty: 4552.094727
	Iteration 10Q: 3 clusters Score -953436.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -953796.562500 Penalty: 4552.094727
	Iteration 11Q: 3 clusters Score -953796.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -954082.687500 Penalty: 4552.094727
	Iteration 12Q: 3 clusters Score -954082.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -954238.562500 Penalty: 4552.094727
	Iteration 13Q: 3 clusters Score -954238.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -954308.687500 Penalty: 4552.094727
	Iteration 14Q: 3 clusters Score -954308.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -954345.937500 Penalty: 4552.094727
	Iteration 15Q: 3 clusters Score -954345.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -954370.312500 Penalty: 4552.094727
	Iteration 16Q: 3 clusters Score -954370.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -954384.187500 Penalty: 4552.094727
	Iteration 17Q: 3 clusters Score -954384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -954391.187500 Penalty: 4552.094727
	Iteration 18Q: 3 clusters Score -954391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -954397.187500 Penalty: 4552.094727
	Iteration 19Q: 3 clusters Score -954397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -954399.937500 Penalty: 4552.094727
	Iteration 20F: 3 clusters Score -954399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -954401.687500 Penalty: 4552.094727
	Iteration 21Q: 3 clusters Score -954401.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -954405.375000 Penalty: 4552.094727
	Iteration 22Q: 3 clusters Score -954405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -954408.000000 Penalty: 4552.094727
	Iteration 23Q: 3 clusters Score -954408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -954408.125000 Penalty: 4552.094727
	Iteration 24Q: 3 clusters Score -954408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -954409.625000 Penalty: 4552.094727
	Iteration 25Q: 3 clusters Score -954409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -954411.312500 Penalty: 4552.094727
	Iteration 26Q: 3 clusters Score -954411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -954411.437500 Penalty: 4552.094727
	Iteration 27Q: 3 clusters Score -954411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -954413.000000 Penalty: 4552.094727
	Iteration 28Q: 3 clusters Score -954413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -954413.000000 Penalty: 4552.094727
	Iteration 29F: 3 clusters Score -954413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Entering Unmasked Estep 
Score: -1162078.750000 Penalty: 2322.464600
	Iteration 0F: 2 clusters Score -1162079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1153321.250000 Penalty: 4644.929199
	Iteration 0F: 3 clusters Score -1153321 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1155976.750000 Penalty: 4644.929199
	Iteration 1F: 3 clusters Score -1155977 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1156312.375000 Penalty: 4644.929199
	Iteration 2F: 3 clusters Score -1156312 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1156628.250000 Penalty: 4644.929199
	Iteration 3F: 3 clusters Score -1156628 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1156987.000000 Penalty: 4644.929199
	Iteration 4F: 3 clusters Score -1156987 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1157476.500000 Penalty: 4644.929199
	Iteration 5F: 3 clusters Score -1157476 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1158150.000000 Penalty: 4644.929199
	Iteration 6F: 3 clusters Score -1158150 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1158906.750000 Penalty: 4644.929199
	Iteration 7F: 3 clusters Score -1158907 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1159496.500000 Penalty: 4644.929199
	Iteration 8F: 3 clusters Score -1159496 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1159902.125000 Penalty: 4644.929199
	Iteration 9Q: 3 clusters Score -1159902 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1160112.875000 Penalty: 4644.929199
	Iteration 10Q: 3 clusters Score -1160113 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1160217.500000 Penalty: 4644.929199
	Iteration 11Q: 3 clusters Score -1160218 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1160279.250000 Penalty: 4644.929199
	Iteration 12Q: 3 clusters Score -1160279 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1160308.000000 Penalty: 4644.929199
	Iteration 13Q: 3 clusters Score -1160308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1160324.500000 Penalty: 4644.929199
	Iteration 14Q: 3 clusters Score -1160324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1160336.875000 Penalty: 4644.929199
	Iteration 15Q: 3 clusters Score -1160337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1160342.750000 Penalty: 4644.929199
	Iteration 16Q: 3 clusters Score -1160343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1160347.500000 Penalty: 4644.929199
	Iteration 17Q: 3 clusters Score -1160348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1160351.750000 Penalty: 4644.929199
	Iteration 18Q: 3 clusters Score -1160352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1160352.500000 Penalty: 4644.929199
	Iteration 19Q: 3 clusters Score -1160352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1160353.250000 Penalty: 4644.929199
	Iteration 20F: 3 clusters Score -1160353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1160351.500000 Penalty: 4644.929199
	Iteration 21Q: 3 clusters Score -1160352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1160355.625000 Penalty: 4644.929199
	Iteration 22Q: 3 clusters Score -1160356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1160357.500000 Penalty: 4644.929199
	Iteration 23Q: 3 clusters Score -1160358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1160358.375000 Penalty: 4644.929199
	Iteration 24Q: 3 clusters Score -1160358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1160358.375000 Penalty: 4644.929199
	Iteration 25F: 3 clusters Score -1160358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -266114.031250 Penalty: 1998.308228
	Iteration 0F: 2 clusters Score -266114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -262753.312500 Penalty: 3996.616455
	Iteration 0F: 3 clusters Score -262753.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -263662.406250 Penalty: 3996.616455
	Iteration 1F: 3 clusters Score -263662.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -264129.281250 Penalty: 3996.616455
	Iteration 2F: 3 clusters Score -264129.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -264535.843750 Penalty: 3996.616455
	Iteration 3F: 3 clusters Score -264535.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -264872.906250 Penalty: 3996.616455
	Iteration 4F: 3 clusters Score -264872.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -265059.968750 Penalty: 3996.616455
	Iteration 5F: 3 clusters Score -265060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -265164.281250 Penalty: 3996.616455
	Iteration 6Q: 3 clusters Score -265164.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -265242.000000 Penalty: 3996.616455
	Iteration 7Q: 3 clusters Score -265242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -265312.375000 Penalty: 3996.616455
	Iteration 8Q: 3 clusters Score -265312.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -265380.281250 Penalty: 3996.616455
	Iteration 9Q: 3 clusters Score -265380.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -265408.562500 Penalty: 3996.616455
	Iteration 10Q: 3 clusters Score -265408.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -265427.437500 Penalty: 3996.616455
	Iteration 11Q: 3 clusters Score -265427.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -265436.406250 Penalty: 3996.616455
	Iteration 12Q: 3 clusters Score -265436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -265438.468750 Penalty: 3996.616455
	Iteration 13Q: 3 clusters Score -265438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -265442.125000 Penalty: 3996.616455
	Iteration 14Q: 3 clusters Score -265442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -265444.281250 Penalty: 3996.616455
	Iteration 15Q: 3 clusters Score -265444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -265445.156250 Penalty: 3996.616455
	Iteration 16Q: 3 clusters Score -265445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -265446.031250 Penalty: 3996.616455
	Iteration 17Q: 3 clusters Score -265446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -265446.031250 Penalty: 3996.616455
	Iteration 18F: 3 clusters Score -265446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Entering Unmasked Estep 
Score: -4010221.500000 Penalty: 2628.757812
	Iteration 0F: 2 clusters Score -4010222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3982892.500000 Penalty: 5257.515625
	Iteration 0F: 3 clusters Score -3982892 nChanged 18475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3992961.750000 Penalty: 5257.515625
	Iteration 1F: 3 clusters Score -3992962 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3993429.750000 Penalty: 5257.515625
	Iteration 2Q: 3 clusters Score -3993430 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3993871.500000 Penalty: 5257.515625
	Iteration 3Q: 3 clusters Score -3993872 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3994256.500000 Penalty: 5257.515625
	Iteration 4Q: 3 clusters Score -3994256 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3994597.750000 Penalty: 5257.515625
	Iteration 5Q: 3 clusters Score -3994598 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3995038.500000 Penalty: 5257.515625
	Iteration 6Q: 3 clusters Score -3995038 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3995564.500000 Penalty: 5257.515625
	Iteration 7Q: 3 clusters Score -3995564 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3996212.250000 Penalty: 5257.515625
	Iteration 8Q: 3 clusters Score -3996212 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3997066.000000 Penalty: 5257.515625
	Iteration 9Q: 3 clusters Score -3997066 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3998113.750000 Penalty: 5257.515625
	Iteration 10Q: 3 clusters Score -3998114 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3999397.500000 Penalty: 5257.515625
	Iteration 11Q: 3 clusters Score -3999398 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4000872.750000 Penalty: 5257.515625
	Iteration 12F: 3 clusters Score -4000873 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4002478.750000 Penalty: 5257.515625
	Iteration 13F: 3 clusters Score -4002479 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4004021.500000 Penalty: 5257.515625
	Iteration 14Q: 3 clusters Score -4004022 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4005285.250000 Penalty: 5257.515625
	Iteration 15Q: 3 clusters Score -4005285 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4006208.250000 Penalty: 5257.515625
	Iteration 16Q: 3 clusters Score -4006208 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4006882.500000 Penalty: 5257.515625
	Iteration 17Q: 3 clusters Score -4006882 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4007335.000000 Penalty: 5257.515625
	Iteration 18Q: 3 clusters Score -4007335 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4007622.000000 Penalty: 5257.515625
	Iteration 19Q: 3 clusters Score -4007622 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4007799.000000 Penalty: 5257.515625
	Iteration 20F: 3 clusters Score -4007799 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4007932.000000 Penalty: 5257.515625
	Iteration 21Q: 3 clusters Score -4007932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4008013.750000 Penalty: 5257.515625
	Iteration 22Q: 3 clusters Score -4008014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4008078.750000 Penalty: 5257.515625
	Iteration 23Q: 3 clusters Score -4008079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4008108.750000 Penalty: 5257.515625
	Iteration 24Q: 3 clusters Score -4008109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4008131.250000 Penalty: 5257.515625
	Iteration 25Q: 3 clusters Score -4008131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4008158.500000 Penalty: 5257.515625
	Iteration 26Q: 3 clusters Score -4008158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4008178.750000 Penalty: 5257.515625
	Iteration 27Q: 3 clusters Score -4008179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4008189.500000 Penalty: 5257.515625
	Iteration 28Q: 3 clusters Score -4008190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4008206.500000 Penalty: 5257.515625
	Iteration 29Q: 3 clusters Score -4008206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4008206.500000 Penalty: 5257.515625
	Iteration 30Q: 3 clusters Score -4008206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4008224.000000 Penalty: 5257.515625
	Iteration 31Q: 3 clusters Score -4008224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4008226.000000 Penalty: 5257.515625
	Iteration 32Q: 3 clusters Score -4008226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4008239.250000 Penalty: 5257.515625
	Iteration 33Q: 3 clusters Score -4008239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4008232.500000 Penalty: 5257.515625
	Iteration 34Q: 3 clusters Score -4008232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4008244.250000 Penalty: 5257.515625
	Iteration 35Q: 3 clusters Score -4008244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4008246.500000 Penalty: 5257.515625
	Iteration 36Q: 3 clusters Score -4008246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4008250.000000 Penalty: 5257.515625
	Iteration 37Q: 3 clusters Score -4008250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4008253.750000 Penalty: 5257.515625
	Iteration 38Q: 3 clusters Score -4008254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4008256.500000 Penalty: 5257.515625
	Iteration 39Q: 3 clusters Score -4008256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4008261.500000 Penalty: 5257.515625
	Iteration 40F: 3 clusters Score -4008262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4008265.500000 Penalty: 5257.515625
	Iteration 41Q: 3 clusters Score -4008266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4008268.250000 Penalty: 5257.515625
	Iteration 42Q: 3 clusters Score -4008268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4008267.500000 Penalty: 5257.515625
	Iteration 43Q: 3 clusters Score -4008268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4008266.750000 Penalty: 5257.515625
	Iteration 44Q: 3 clusters Score -4008267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4008263.250000 Penalty: 5257.515625
	Iteration 45Q: 3 clusters Score -4008263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4008268.000000 Penalty: 5257.515625
	Iteration 46Q: 3 clusters Score -4008268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4008269.750000 Penalty: 5257.515625
	Iteration 47Q: 3 clusters Score -4008270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4008273.250000 Penalty: 5257.515625
	Iteration 48Q: 3 clusters Score -4008273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4008275.500000 Penalty: 5257.515625
	Iteration 49Q: 3 clusters Score -4008276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4008278.250000 Penalty: 5257.515625
	Iteration 50Q: 3 clusters Score -4008278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4008278.250000 Penalty: 5257.515625
	Iteration 51F: 3 clusters Score -4008278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -230862.703125 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -230862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -227966.625000 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -227966.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228544.312500 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -228544.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -228808.140625 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -228808.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -229044.328125 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -229044.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229222.640625 Penalty: 3870.908691
	Iteration 4F: 3 clusters Score -229222.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229347.671875 Penalty: 3870.908691
	Iteration 5F: 3 clusters Score -229347.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -229409.968750 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -229410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -229461.468750 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -229461.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229496.312500 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -229496.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -229533.812500 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -229533.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -229560.375000 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -229560.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229580.437500 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -229580.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -229595.156250 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -229595.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -229607.609375 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -229607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229623.015625 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -229623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229631.484375 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -229631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229637.125000 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -229637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229639.984375 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -229640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229642.500000 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -229642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229643.671875 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -229643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229646.265625 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -229646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229646.562500 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -229646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229646.562500 Penalty: 3870.908691
	Iteration 22F: 3 clusters Score -229646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -49047.101562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -49047.1 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 290 members 
Entering Unmasked Estep 
Score: -47505.964844 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -47505.96 nChanged 96
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: -47719.156250 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -47719.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47782.480469 Penalty: 3131.519775
	Iteration 2Q: 3 clusters Score -47782.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47844.914062 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -47844.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47883.406250 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -47883.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47907.707031 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -47907.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47918.125000 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -47918.12 nChanged 4
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: -47927.183594 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -47927.18 nChanged 0
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: -47927.183594 Penalty: 3131.519775
	Iteration 8F: 3 clusters Score -47927.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -347861.531250 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -347861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -344081.000000 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -344081 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -344998.937500 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -344998.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -345222.750000 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -345222.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -345398.281250 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -345398.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -345583.687500 Penalty: 4093.342529
	Iteration 4F: 3 clusters Score -345583.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -345770.531250 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -345770.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -345986.187500 Penalty: 4093.342529
	Iteration 6F: 3 clusters Score -345986.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -346188.781250 Penalty: 4093.342529
	Iteration 7F: 3 clusters Score -346188.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -346354.031250 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -346354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -346470.093750 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -346470.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -346550.531250 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -346550.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -346616.218750 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -346616.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -346663.468750 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -346663.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -346702.500000 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -346702.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -346731.531250 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -346731.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -346758.562500 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -346758.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -346786.593750 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -346786.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -346813.718750 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -346813.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346834.906250 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -346834.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -346848.437500 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -346848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -346856.562500 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -346856.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -346865.156250 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -346865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -346872.343750 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -346872.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -346877.437500 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -346877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -346882.343750 Penalty: 4093.342529
	Iteration 24Q: 3 clusters Score -346882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -346886.906250 Penalty: 4093.342529
	Iteration 25Q: 3 clusters Score -346886.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -346889.968750 Penalty: 4093.342529
	Iteration 26Q: 3 clusters Score -346890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -346893.156250 Penalty: 4093.342529
	Iteration 27Q: 3 clusters Score -346893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -346895.656250 Penalty: 4093.342529
	Iteration 28Q: 3 clusters Score -346895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -346896.156250 Penalty: 4093.342529
	Iteration 29Q: 3 clusters Score -346896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -346898.187500 Penalty: 4093.342529
	Iteration 30Q: 3 clusters Score -346898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -346900.593750 Penalty: 4093.342529
	Iteration 31Q: 3 clusters Score -346900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -346903.750000 Penalty: 4093.342529
	Iteration 32Q: 3 clusters Score -346903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -346904.781250 Penalty: 4093.342529
	Iteration 33Q: 3 clusters Score -346904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -346906.968750 Penalty: 4093.342529
	Iteration 34Q: 3 clusters Score -346907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -346907.468750 Penalty: 4093.342529
	Iteration 35Q: 3 clusters Score -346907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -346907.468750 Penalty: 4093.342529
	Iteration 36F: 3 clusters Score -346907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Entering Unmasked Estep 
Score: -266472.781250 Penalty: 1982.333984
	Iteration 0F: 2 clusters Score -266472.8 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 1505 members 
Entering Unmasked Estep 
Score: -263247.687500 Penalty: 3964.667969
	Iteration 0F: 3 clusters Score -263247.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -263922.281250 Penalty: 3964.667969
	Iteration 1F: 3 clusters Score -263922.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264106.406250 Penalty: 3964.667969
	Iteration 2F: 3 clusters Score -264106.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -264215.062500 Penalty: 3964.667969
	Iteration 3F: 3 clusters Score -264215.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -264293.875000 Penalty: 3964.667969
	Iteration 4Q: 3 clusters Score -264293.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -264354.656250 Penalty: 3964.667969
	Iteration 5Q: 3 clusters Score -264354.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -264400.875000 Penalty: 3964.667969
	Iteration 6Q: 3 clusters Score -264400.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -264441.250000 Penalty: 3964.667969
	Iteration 7Q: 3 clusters Score -264441.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -264477.093750 Penalty: 3964.667969
	Iteration 8Q: 3 clusters Score -264477.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -264505.812500 Penalty: 3964.667969
	Iteration 9Q: 3 clusters Score -264505.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -264529.187500 Penalty: 3964.667969
	Iteration 10Q: 3 clusters Score -264529.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -264557.875000 Penalty: 3964.667969
	Iteration 11Q: 3 clusters Score -264557.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -264585.375000 Penalty: 3964.667969
	Iteration 12Q: 3 clusters Score -264585.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -264614.375000 Penalty: 3964.667969
	Iteration 13Q: 3 clusters Score -264614.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -264641.156250 Penalty: 3964.667969
	Iteration 14Q: 3 clusters Score -264641.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -264667.000000 Penalty: 3964.667969
	Iteration 15Q: 3 clusters Score -264667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -264694.062500 Penalty: 3964.667969
	Iteration 16Q: 3 clusters Score -264694.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264726.031250 Penalty: 3964.667969
	Iteration 17Q: 3 clusters Score -264726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -264748.906250 Penalty: 3964.667969
	Iteration 18Q: 3 clusters Score -264748.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -264767.312500 Penalty: 3964.667969
	Iteration 19Q: 3 clusters Score -264767.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -264793.750000 Penalty: 3964.667969
	Iteration 20F: 3 clusters Score -264793.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -264821.437500 Penalty: 3964.667969
	Iteration 21Q: 3 clusters Score -264821.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -264848.062500 Penalty: 3964.667969
	Iteration 22Q: 3 clusters Score -264848.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -264872.937500 Penalty: 3964.667969
	Iteration 23Q: 3 clusters Score -264872.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -264891.812500 Penalty: 3964.667969
	Iteration 24Q: 3 clusters Score -264891.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -264906.687500 Penalty: 3964.667969
	Iteration 25Q: 3 clusters Score -264906.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -264921.156250 Penalty: 3964.667969
	Iteration 26Q: 3 clusters Score -264921.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -264930.562500 Penalty: 3964.667969
	Iteration 27Q: 3 clusters Score -264930.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -264936.875000 Penalty: 3964.667969
	Iteration 28Q: 3 clusters Score -264936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -264943.406250 Penalty: 3964.667969
	Iteration 29Q: 3 clusters Score -264943.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -264953.687500 Penalty: 3964.667969
	Iteration 30Q: 3 clusters Score -264953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -264961.406250 Penalty: 3964.667969
	Iteration 31Q: 3 clusters Score -264961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -264969.812500 Penalty: 3964.667969
	Iteration 32Q: 3 clusters Score -264969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -264980.093750 Penalty: 3964.667969
	Iteration 33Q: 3 clusters Score -264980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -264985.468750 Penalty: 3964.667969
	Iteration 34Q: 3 clusters Score -264985.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -264988.625000 Penalty: 3964.667969
	Iteration 35Q: 3 clusters Score -264988.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -264994.375000 Penalty: 3964.667969
	Iteration 36Q: 3 clusters Score -264994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -265000.687500 Penalty: 3964.667969
	Iteration 37Q: 3 clusters Score -265000.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -265009.250000 Penalty: 3964.667969
	Iteration 38Q: 3 clusters Score -265009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -265014.187500 Penalty: 3964.667969
	Iteration 39Q: 3 clusters Score -265014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -265020.312500 Penalty: 3964.667969
	Iteration 40F: 3 clusters Score -265020.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -265026.468750 Penalty: 3964.667969
	Iteration 41Q: 3 clusters Score -265026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -265032.312500 Penalty: 3964.667969
	Iteration 42Q: 3 clusters Score -265032.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -265038.250000 Penalty: 3964.667969
	Iteration 43Q: 3 clusters Score -265038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -265042.593750 Penalty: 3964.667969
	Iteration 44Q: 3 clusters Score -265042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -265047.031250 Penalty: 3964.667969
	Iteration 45Q: 3 clusters Score -265047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -265055.437500 Penalty: 3964.667969
	Iteration 46Q: 3 clusters Score -265055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -265063.625000 Penalty: 3964.667969
	Iteration 47Q: 3 clusters Score -265063.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -265071.906250 Penalty: 3964.667969
	Iteration 48Q: 3 clusters Score -265071.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -265077.906250 Penalty: 3964.667969
	Iteration 49Q: 3 clusters Score -265077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -265084.812500 Penalty: 3964.667969
	Iteration 50Q: 3 clusters Score -265084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -265090.656250 Penalty: 3964.667969
	Iteration 51Q: 3 clusters Score -265090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265096.031250 Penalty: 3964.667969
	Iteration 52Q: 3 clusters Score -265096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -265102.500000 Penalty: 3964.667969
	Iteration 53Q: 3 clusters Score -265102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -265108.625000 Penalty: 3964.667969
	Iteration 54Q: 3 clusters Score -265108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -265115.718750 Penalty: 3964.667969
	Iteration 55Q: 3 clusters Score -265115.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -265123.406250 Penalty: 3964.667969
	Iteration 56Q: 3 clusters Score -265123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -265131.937500 Penalty: 3964.667969
	Iteration 57Q: 3 clusters Score -265131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -265140.875000 Penalty: 3964.667969
	Iteration 58Q: 3 clusters Score -265140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -265153.593750 Penalty: 3964.667969
	Iteration 59Q: 3 clusters Score -265153.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -265167.875000 Penalty: 3964.667969
	Iteration 60F: 3 clusters Score -265167.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -265187.250000 Penalty: 3964.667969
	Iteration 61Q: 3 clusters Score -265187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -265202.656250 Penalty: 3964.667969
	Iteration 62Q: 3 clusters Score -265202.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -265221.593750 Penalty: 3964.667969
	Iteration 63Q: 3 clusters Score -265221.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -265251.718750 Penalty: 3964.667969
	Iteration 64Q: 3 clusters Score -265251.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -265294.218750 Penalty: 3964.667969
	Iteration 65Q: 3 clusters Score -265294.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -265358.250000 Penalty: 3964.667969
	Iteration 66Q: 3 clusters Score -265358.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -265431.187500 Penalty: 3964.667969
	Iteration 67Q: 3 clusters Score -265431.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -265524.218750 Penalty: 3964.667969
	Iteration 68Q: 3 clusters Score -265524.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -265630.656250 Penalty: 3964.667969
	Iteration 69Q: 3 clusters Score -265630.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -265730.031250 Penalty: 3964.667969
	Iteration 70Q: 3 clusters Score -265730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -265804.125000 Penalty: 3964.667969
	Iteration 71Q: 3 clusters Score -265804.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -265851.718750 Penalty: 3964.667969
	Iteration 72Q: 3 clusters Score -265851.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -265877.718750 Penalty: 3964.667969
	Iteration 73Q: 3 clusters Score -265877.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -265888.000000 Penalty: 3964.667969
	Iteration 74Q: 3 clusters Score -265888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -265893.750000 Penalty: 3964.667969
	Iteration 75Q: 3 clusters Score -265893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -265895.312500 Penalty: 3964.667969
	Iteration 76Q: 3 clusters Score -265895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -265898.218750 Penalty: 3964.667969
	Iteration 77Q: 3 clusters Score -265898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -265898.781250 Penalty: 3964.667969
	Iteration 78Q: 3 clusters Score -265898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -265900.343750 Penalty: 3964.667969
	Iteration 79Q: 3 clusters Score -265900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -265900.343750 Penalty: 3964.667969
	Iteration 80F: 3 clusters Score -265900.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Entering Unmasked Estep 
Score: -2744556.750000 Penalty: 2551.593018
	Iteration 0F: 2 clusters Score -2744557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2724545.000000 Penalty: 5103.186035
	Iteration 0F: 3 clusters Score -2724545 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2731861.000000 Penalty: 5103.186035
	Iteration 1F: 3 clusters Score -2731861 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2732503.500000 Penalty: 5103.186035
	Iteration 2F: 3 clusters Score -2732504 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2733162.000000 Penalty: 5103.186035
	Iteration 3F: 3 clusters Score -2733162 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2733892.750000 Penalty: 5103.186035
	Iteration 4F: 3 clusters Score -2733893 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2734688.750000 Penalty: 5103.186035
	Iteration 5F: 3 clusters Score -2734689 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2735405.500000 Penalty: 5103.186035
	Iteration 6F: 3 clusters Score -2735406 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2736048.500000 Penalty: 5103.186035
	Iteration 7Q: 3 clusters Score -2736048 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2736606.000000 Penalty: 5103.186035
	Iteration 8Q: 3 clusters Score -2736606 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2737114.750000 Penalty: 5103.186035
	Iteration 9Q: 3 clusters Score -2737115 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2737534.000000 Penalty: 5103.186035
	Iteration 10Q: 3 clusters Score -2737534 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2737928.750000 Penalty: 5103.186035
	Iteration 11Q: 3 clusters Score -2737929 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2738354.500000 Penalty: 5103.186035
	Iteration 12Q: 3 clusters Score -2738354 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2738800.000000 Penalty: 5103.186035
	Iteration 13Q: 3 clusters Score -2738800 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2739214.750000 Penalty: 5103.186035
	Iteration 14Q: 3 clusters Score -2739215 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2739619.000000 Penalty: 5103.186035
	Iteration 15Q: 3 clusters Score -2739619 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2739966.750000 Penalty: 5103.186035
	Iteration 16Q: 3 clusters Score -2739967 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2740218.750000 Penalty: 5103.186035
	Iteration 17Q: 3 clusters Score -2740219 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2740396.250000 Penalty: 5103.186035
	Iteration 18Q: 3 clusters Score -2740396 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2740484.750000 Penalty: 5103.186035
	Iteration 19Q: 3 clusters Score -2740485 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2740560.250000 Penalty: 5103.186035
	Iteration 20F: 3 clusters Score -2740560 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2740622.500000 Penalty: 5103.186035
	Iteration 21Q: 3 clusters Score -2740622 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2740674.250000 Penalty: 5103.186035
	Iteration 22Q: 3 clusters Score -2740674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2740720.750000 Penalty: 5103.186035
	Iteration 23Q: 3 clusters Score -2740721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2740748.250000 Penalty: 5103.186035
	Iteration 24Q: 3 clusters Score -2740748 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2740768.000000 Penalty: 5103.186035
	Iteration 25Q: 3 clusters Score -2740768 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2740795.500000 Penalty: 5103.186035
	Iteration 26Q: 3 clusters Score -2740796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2740816.000000 Penalty: 5103.186035
	Iteration 27Q: 3 clusters Score -2740816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2740826.000000 Penalty: 5103.186035
	Iteration 28Q: 3 clusters Score -2740826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2740846.000000 Penalty: 5103.186035
	Iteration 29Q: 3 clusters Score -2740846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2740856.750000 Penalty: 5103.186035
	Iteration 30Q: 3 clusters Score -2740857 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2740870.500000 Penalty: 5103.186035
	Iteration 31Q: 3 clusters Score -2740870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2740881.000000 Penalty: 5103.186035
	Iteration 32Q: 3 clusters Score -2740881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2740886.250000 Penalty: 5103.186035
	Iteration 33Q: 3 clusters Score -2740886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2740896.250000 Penalty: 5103.186035
	Iteration 34Q: 3 clusters Score -2740896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2740910.750000 Penalty: 5103.186035
	Iteration 35Q: 3 clusters Score -2740911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2740915.500000 Penalty: 5103.186035
	Iteration 36Q: 3 clusters Score -2740916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2740914.500000 Penalty: 5103.186035
	Iteration 37Q: 3 clusters Score -2740914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2740913.250000 Penalty: 5103.186035
	Iteration 38Q: 3 clusters Score -2740913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2740922.750000 Penalty: 5103.186035
	Iteration 39Q: 3 clusters Score -2740923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2740922.500000 Penalty: 5103.186035
	Iteration 40F: 3 clusters Score -2740922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2740929.750000 Penalty: 5103.186035
	Iteration 41Q: 3 clusters Score -2740930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2740936.500000 Penalty: 5103.186035
	Iteration 42Q: 3 clusters Score -2740936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2740945.750000 Penalty: 5103.186035
	Iteration 43Q: 3 clusters Score -2740946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2740947.250000 Penalty: 5103.186035
	Iteration 44Q: 3 clusters Score -2740947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2740940.250000 Penalty: 5103.186035
	Iteration 45Q: 3 clusters Score -2740940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2740958.000000 Penalty: 5103.186035
	Iteration 46Q: 3 clusters Score -2740958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2740975.750000 Penalty: 5103.186035
	Iteration 47Q: 3 clusters Score -2740976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2740981.500000 Penalty: 5103.186035
	Iteration 48Q: 3 clusters Score -2740982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2740977.250000 Penalty: 5103.186035
	Iteration 49Q: 3 clusters Score -2740977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2741006.250000 Penalty: 5103.186035
	Iteration 50Q: 3 clusters Score -2741006 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2741010.000000 Penalty: 5103.186035
	Iteration 51Q: 3 clusters Score -2741010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2741027.500000 Penalty: 5103.186035
	Iteration 52Q: 3 clusters Score -2741028 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2741037.750000 Penalty: 5103.186035
	Iteration 53Q: 3 clusters Score -2741038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2741052.500000 Penalty: 5103.186035
	Iteration 54Q: 3 clusters Score -2741052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2741053.250000 Penalty: 5103.186035
	Iteration 55Q: 3 clusters Score -2741053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2741072.500000 Penalty: 5103.186035
	Iteration 56Q: 3 clusters Score -2741072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2741075.250000 Penalty: 5103.186035
	Iteration 57Q: 3 clusters Score -2741075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2741090.250000 Penalty: 5103.186035
	Iteration 58Q: 3 clusters Score -2741090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2741086.500000 Penalty: 5103.186035
	Iteration 59Q: 3 clusters Score -2741086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2741089.250000 Penalty: 5103.186035
	Iteration 60F: 3 clusters Score -2741089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2741101.500000 Penalty: 5103.186035
	Iteration 61Q: 3 clusters Score -2741102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2741116.750000 Penalty: 5103.186035
	Iteration 62Q: 3 clusters Score -2741117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2741119.000000 Penalty: 5103.186035
	Iteration 63Q: 3 clusters Score -2741119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2741118.500000 Penalty: 5103.186035
	Iteration 64Q: 3 clusters Score -2741118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2741126.750000 Penalty: 5103.186035
	Iteration 65Q: 3 clusters Score -2741127 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2741145.000000 Penalty: 5103.186035
	Iteration 66Q: 3 clusters Score -2741145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2741154.000000 Penalty: 5103.186035
	Iteration 67Q: 3 clusters Score -2741154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2741150.250000 Penalty: 5103.186035
	Iteration 68Q: 3 clusters Score -2741150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2741170.000000 Penalty: 5103.186035
	Iteration 69Q: 3 clusters Score -2741170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2741176.750000 Penalty: 5103.186035
	Iteration 70Q: 3 clusters Score -2741177 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2741175.750000 Penalty: 5103.186035
	Iteration 71Q: 3 clusters Score -2741176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2741180.750000 Penalty: 5103.186035
	Iteration 72Q: 3 clusters Score -2741181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2741207.000000 Penalty: 5103.186035
	Iteration 73Q: 3 clusters Score -2741207 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2741215.500000 Penalty: 5103.186035
	Iteration 74Q: 3 clusters Score -2741216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2741222.500000 Penalty: 5103.186035
	Iteration 75Q: 3 clusters Score -2741222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2741244.250000 Penalty: 5103.186035
	Iteration 76Q: 3 clusters Score -2741244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2741249.500000 Penalty: 5103.186035
	Iteration 77Q: 3 clusters Score -2741250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2741271.750000 Penalty: 5103.186035
	Iteration 78Q: 3 clusters Score -2741272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2741297.500000 Penalty: 5103.186035
	Iteration 79Q: 3 clusters Score -2741298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2741314.000000 Penalty: 5103.186035
	Iteration 80F: 3 clusters Score -2741314 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2741325.250000 Penalty: 5103.186035
	Iteration 81Q: 3 clusters Score -2741325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2741336.500000 Penalty: 5103.186035
	Iteration 82Q: 3 clusters Score -2741336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2741357.500000 Penalty: 5103.186035
	Iteration 83Q: 3 clusters Score -2741358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2741375.250000 Penalty: 5103.186035
	Iteration 84Q: 3 clusters Score -2741375 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2741371.500000 Penalty: 5103.186035
	Iteration 85Q: 3 clusters Score -2741372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2741377.250000 Penalty: 5103.186035
	Iteration 86Q: 3 clusters Score -2741377 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2741397.750000 Penalty: 5103.186035
	Iteration 87Q: 3 clusters Score -2741398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2741402.000000 Penalty: 5103.186035
	Iteration 88Q: 3 clusters Score -2741402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2741416.500000 Penalty: 5103.186035
	Iteration 89Q: 3 clusters Score -2741416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2741421.750000 Penalty: 5103.186035
	Iteration 90Q: 3 clusters Score -2741422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2741439.750000 Penalty: 5103.186035
	Iteration 91Q: 3 clusters Score -2741440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2741452.250000 Penalty: 5103.186035
	Iteration 92Q: 3 clusters Score -2741452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2741460.750000 Penalty: 5103.186035
	Iteration 93Q: 3 clusters Score -2741461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2741472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2741478.500000 Penalty: 5103.186035
	Iteration 95Q: 3 clusters Score -2741478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2741483.500000 Penalty: 5103.186035
	Iteration 96Q: 3 clusters Score -2741484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2741486.000000 Penalty: 5103.186035
	Iteration 97Q: 3 clusters Score -2741486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2741496.750000 Penalty: 5103.186035
	Iteration 98Q: 3 clusters Score -2741497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2741493.750000 Penalty: 5103.186035
	Iteration 99Q: 3 clusters Score -2741494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2741492.500000 Penalty: 5103.186035
	Iteration 100F: 3 clusters Score -2741492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2741499.250000 Penalty: 5103.186035
	Iteration 101Q: 3 clusters Score -2741499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2741502.750000 Penalty: 5103.186035
	Iteration 102Q: 3 clusters Score -2741503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2741510.750000 Penalty: 5103.186035
	Iteration 103Q: 3 clusters Score -2741511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2741512.750000 Penalty: 5103.186035
	Iteration 104Q: 3 clusters Score -2741513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2741523.750000 Penalty: 5103.186035
	Iteration 105Q: 3 clusters Score -2741524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2741535.250000 Penalty: 5103.186035
	Iteration 106Q: 3 clusters Score -2741535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2741556.750000 Penalty: 5103.186035
	Iteration 107Q: 3 clusters Score -2741557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2741575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2741586.750000 Penalty: 5103.186035
	Iteration 109Q: 3 clusters Score -2741587 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2741595.750000 Penalty: 5103.186035
	Iteration 110Q: 3 clusters Score -2741596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2741610.750000 Penalty: 5103.186035
	Iteration 111Q: 3 clusters Score -2741611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2741618.750000 Penalty: 5103.186035
	Iteration 112Q: 3 clusters Score -2741619 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2741636.750000 Penalty: 5103.186035
	Iteration 113Q: 3 clusters Score -2741637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2741655.250000 Penalty: 5103.186035
	Iteration 114Q: 3 clusters Score -2741655 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2741667.500000 Penalty: 5103.186035
	Iteration 115Q: 3 clusters Score -2741668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2741691.500000 Penalty: 5103.186035
	Iteration 116Q: 3 clusters Score -2741692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2741695.500000 Penalty: 5103.186035
	Iteration 117Q: 3 clusters Score -2741696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2741729.750000 Penalty: 5103.186035
	Iteration 118Q: 3 clusters Score -2741730 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2741737.750000 Penalty: 5103.186035
	Iteration 119Q: 3 clusters Score -2741738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2741766.750000 Penalty: 5103.186035
	Iteration 120F: 3 clusters Score -2741767 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2741780.000000 Penalty: 5103.186035
	Iteration 121Q: 3 clusters Score -2741780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2741791.000000 Penalty: 5103.186035
	Iteration 122Q: 3 clusters Score -2741791 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2741819.500000 Penalty: 5103.186035
	Iteration 123Q: 3 clusters Score -2741820 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2741839.000000 Penalty: 5103.186035
	Iteration 124Q: 3 clusters Score -2741839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2741851.000000 Penalty: 5103.186035
	Iteration 125Q: 3 clusters Score -2741851 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2741884.500000 Penalty: 5103.186035
	Iteration 126Q: 3 clusters Score -2741884 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2741902.750000 Penalty: 5103.186035
	Iteration 127Q: 3 clusters Score -2741903 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2741921.000000 Penalty: 5103.186035
	Iteration 128Q: 3 clusters Score -2741921 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2741937.000000 Penalty: 5103.186035
	Iteration 129Q: 3 clusters Score -2741937 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2741966.750000 Penalty: 5103.186035
	Iteration 130Q: 3 clusters Score -2741967 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2741988.250000 Penalty: 5103.186035
	Iteration 131Q: 3 clusters Score -2741988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2742003.750000 Penalty: 5103.186035
	Iteration 132Q: 3 clusters Score -2742004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2742014.750000 Penalty: 5103.186035
	Iteration 133Q: 3 clusters Score -2742015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2742030.500000 Penalty: 5103.186035
	Iteration 134Q: 3 clusters Score -2742030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2742047.000000 Penalty: 5103.186035
	Iteration 135Q: 3 clusters Score -2742047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2742054.500000 Penalty: 5103.186035
	Iteration 136Q: 3 clusters Score -2742054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2742066.000000 Penalty: 5103.186035
	Iteration 137Q: 3 clusters Score -2742066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2742079.250000 Penalty: 5103.186035
	Iteration 138Q: 3 clusters Score -2742079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2742081.250000 Penalty: 5103.186035
	Iteration 139Q: 3 clusters Score -2742081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2742092.000000 Penalty: 5103.186035
	Iteration 140F: 3 clusters Score -2742092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2742109.250000 Penalty: 5103.186035
	Iteration 141Q: 3 clusters Score -2742109 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2742125.750000 Penalty: 5103.186035
	Iteration 142Q: 3 clusters Score -2742126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2742132.500000 Penalty: 5103.186035
	Iteration 143Q: 3 clusters Score -2742132 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2742144.000000 Penalty: 5103.186035
	Iteration 144Q: 3 clusters Score -2742144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2742146.750000 Penalty: 5103.186035
	Iteration 145Q: 3 clusters Score -2742147 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2742168.750000 Penalty: 5103.186035
	Iteration 146Q: 3 clusters Score -2742169 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2742163.500000 Penalty: 5103.186035
	Iteration 147Q: 3 clusters Score -2742164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2742177.250000 Penalty: 5103.186035
	Iteration 148Q: 3 clusters Score -2742177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2742206.000000 Penalty: 5103.186035
	Iteration 149Q: 3 clusters Score -2742206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2742238.500000 Penalty: 5103.186035
	Iteration 150Q: 3 clusters Score -2742238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2742266.250000 Penalty: 5103.186035
	Iteration 151Q: 3 clusters Score -2742266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2742283.750000 Penalty: 5103.186035
	Iteration 152Q: 3 clusters Score -2742284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2742304.250000 Penalty: 5103.186035
	Iteration 153Q: 3 clusters Score -2742304 nChanged 136
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Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2742324.000000 Penalty: 5103.186035
	Iteration 154Q: 3 clusters Score -2742324 nChanged 135
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Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2742354.000000 Penalty: 5103.186035
	Iteration 155Q: 3 clusters Score -2742354 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2742379.250000 Penalty: 5103.186035
	Iteration 156Q: 3 clusters Score -2742379 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2742419.250000 Penalty: 5103.186035
	Iteration 157Q: 3 clusters Score -2742419 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2742441.000000 Penalty: 5103.186035
	Iteration 158Q: 3 clusters Score -2742441 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2742481.500000 Penalty: 5103.186035
	Iteration 159Q: 3 clusters Score -2742482 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2742518.750000 Penalty: 5103.186035
	Iteration 160F: 3 clusters Score -2742519 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2742547.750000 Penalty: 5103.186035
	Iteration 161Q: 3 clusters Score -2742548 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2742591.000000 Penalty: 5103.186035
	Iteration 162Q: 3 clusters Score -2742591 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2742632.750000 Penalty: 5103.186035
	Iteration 163Q: 3 clusters Score -2742633 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2742682.750000 Penalty: 5103.186035
	Iteration 164Q: 3 clusters Score -2742683 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2742729.250000 Penalty: 5103.186035
	Iteration 165Q: 3 clusters Score -2742729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2742778.500000 Penalty: 5103.186035
	Iteration 166Q: 3 clusters Score -2742778 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2742823.250000 Penalty: 5103.186035
	Iteration 167Q: 3 clusters Score -2742823 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2742871.000000 Penalty: 5103.186035
	Iteration 168Q: 3 clusters Score -2742871 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2742924.500000 Penalty: 5103.186035
	Iteration 169Q: 3 clusters Score -2742924 nChanged 175
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Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2742985.250000 Penalty: 5103.186035
	Iteration 170Q: 3 clusters Score -2742985 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2743042.500000 Penalty: 5103.186035
	Iteration 171Q: 3 clusters Score -2743042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2743116.000000 Penalty: 5103.186035
	Iteration 172Q: 3 clusters Score -2743116 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2743171.000000 Penalty: 5103.186035
	Iteration 173Q: 3 clusters Score -2743171 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2743238.500000 Penalty: 5103.186035
	Iteration 174Q: 3 clusters Score -2743238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2743289.500000 Penalty: 5103.186035
	Iteration 175Q: 3 clusters Score -2743290 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2743311.250000 Penalty: 5103.186035
	Iteration 176Q: 3 clusters Score -2743311 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2743358.000000 Penalty: 5103.186035
	Iteration 177Q: 3 clusters Score -2743358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2743389.750000 Penalty: 5103.186035
	Iteration 178Q: 3 clusters Score -2743390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2743409.250000 Penalty: 5103.186035
	Iteration 179Q: 3 clusters Score -2743409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2743424.750000 Penalty: 5103.186035
	Iteration 180F: 3 clusters Score -2743425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2743447.250000 Penalty: 5103.186035
	Iteration 181Q: 3 clusters Score -2743447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2743465.750000 Penalty: 5103.186035
	Iteration 182Q: 3 clusters Score -2743466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2743481.500000 Penalty: 5103.186035
	Iteration 183Q: 3 clusters Score -2743482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2743493.000000 Penalty: 5103.186035
	Iteration 184Q: 3 clusters Score -2743493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2743494.250000 Penalty: 5103.186035
	Iteration 185Q: 3 clusters Score -2743494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2743501.750000 Penalty: 5103.186035
	Iteration 186Q: 3 clusters Score -2743502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2743507.000000 Penalty: 5103.186035
	Iteration 187Q: 3 clusters Score -2743507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2743508.750000 Penalty: 5103.186035
	Iteration 188Q: 3 clusters Score -2743509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2743520.750000 Penalty: 5103.186035
	Iteration 189Q: 3 clusters Score -2743521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2743514.500000 Penalty: 5103.186035
	Iteration 190Q: 3 clusters Score -2743514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2743520.000000 Penalty: 5103.186035
	Iteration 191Q: 3 clusters Score -2743520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2743523.000000 Penalty: 5103.186035
	Iteration 192Q: 3 clusters Score -2743523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2743520.750000 Penalty: 5103.186035
	Iteration 193Q: 3 clusters Score -2743521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2743526.000000 Penalty: 5103.186035
	Iteration 194Q: 3 clusters Score -2743526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2743528.500000 Penalty: 5103.186035
	Iteration 195Q: 3 clusters Score -2743528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2743530.000000 Penalty: 5103.186035
	Iteration 196Q: 3 clusters Score -2743530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2743530.250000 Penalty: 5103.186035
	Iteration 197Q: 3 clusters Score -2743530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2743537.000000 Penalty: 5103.186035
	Iteration 198Q: 3 clusters Score -2743537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2743534.750000 Penalty: 5103.186035
	Iteration 199Q: 3 clusters Score -2743535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2743533.250000 Penalty: 5103.186035
	Iteration 200F: 3 clusters Score -2743533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2743532.750000 Penalty: 5103.186035
	Iteration 201Q: 3 clusters Score -2743533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2743537.250000 Penalty: 5103.186035
	Iteration 202Q: 3 clusters Score -2743537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2743539.000000 Penalty: 5103.186035
	Iteration 203Q: 3 clusters Score -2743539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2743541.000000 Penalty: 5103.186035
	Iteration 204Q: 3 clusters Score -2743541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2743541.000000 Penalty: 5103.186035
	Iteration 205Q: 3 clusters Score -2743541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2743544.750000 Penalty: 5103.186035
	Iteration 206Q: 3 clusters Score -2743545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2743541.750000 Penalty: 5103.186035
	Iteration 207Q: 3 clusters Score -2743542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2743546.000000 Penalty: 5103.186035
	Iteration 208Q: 3 clusters Score -2743546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2743546.000000 Penalty: 5103.186035
	Iteration 209F: 3 clusters Score -2743546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -598754.687500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -598754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -593421.562500 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -593421.6 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -594879.250000 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -594879.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -595247.562500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -595247.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -595522.187500 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -595522.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -595790.375000 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -595790.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -596058.500000 Penalty: 4341.594238
	Iteration 5F: 3 clusters Score -596058.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -596293.750000 Penalty: 4341.594238
	Iteration 6F: 3 clusters Score -596293.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -596490.750000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -596490.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -596652.812500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -596652.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -596790.812500 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -596790.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -596884.750000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -596884.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -596945.125000 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -596945.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -597006.062500 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -597006.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -597047.562500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -597047.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -597076.562500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -597076.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -597092.937500 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -597092.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -597105.937500 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -597105.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -597115.812500 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -597115.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -597127.875000 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -597127.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -597136.562500 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -597136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -597144.625000 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -597144.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -597152.375000 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -597152.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -597159.062500 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -597159.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -597160.562500 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -597160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -597164.125000 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -597164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -597164.062500 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -597164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -597164.562500 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -597164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -597164.187500 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -597164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -597164.187500 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -597164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -597166.687500 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -597166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -597166.875000 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -597166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -597166.875000 Penalty: 4341.594238
	Iteration 31F: 3 clusters Score -597166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -423478.218750 Penalty: 2092.607666
	Iteration 0F: 2 clusters Score -423478.2 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 2342 members 
Entering Unmasked Estep 
Score: -419208.187500 Penalty: 4185.215332
	Iteration 0F: 3 clusters Score -419208.2 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -420347.843750 Penalty: 4185.215332
	Iteration 1F: 3 clusters Score -420347.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -420642.750000 Penalty: 4185.215332
	Iteration 2F: 3 clusters Score -420642.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -420901.656250 Penalty: 4185.215332
	Iteration 3F: 3 clusters Score -420901.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -421113.250000 Penalty: 4185.215332
	Iteration 4F: 3 clusters Score -421113.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -421274.593750 Penalty: 4185.215332
	Iteration 5Q: 3 clusters Score -421274.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -421399.656250 Penalty: 4185.215332
	Iteration 6Q: 3 clusters Score -421399.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -421491.281250 Penalty: 4185.215332
	Iteration 7Q: 3 clusters Score -421491.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -421557.218750 Penalty: 4185.215332
	Iteration 8Q: 3 clusters Score -421557.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -421610.000000 Penalty: 4185.215332
	Iteration 9Q: 3 clusters Score -421610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -421655.062500 Penalty: 4185.215332
	Iteration 10Q: 3 clusters Score -421655.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -421713.843750 Penalty: 4185.215332
	Iteration 11Q: 3 clusters Score -421713.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -421770.718750 Penalty: 4185.215332
	Iteration 12Q: 3 clusters Score -421770.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -421813.625000 Penalty: 4185.215332
	Iteration 13Q: 3 clusters Score -421813.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -421866.562500 Penalty: 4185.215332
	Iteration 14Q: 3 clusters Score -421866.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -421916.375000 Penalty: 4185.215332
	Iteration 15Q: 3 clusters Score -421916.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -421948.843750 Penalty: 4185.215332
	Iteration 16Q: 3 clusters Score -421948.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -421978.375000 Penalty: 4185.215332
	Iteration 17Q: 3 clusters Score -421978.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -422006.968750 Penalty: 4185.215332
	Iteration 18Q: 3 clusters Score -422007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -422028.781250 Penalty: 4185.215332
	Iteration 19Q: 3 clusters Score -422028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -422051.312500 Penalty: 4185.215332
	Iteration 20F: 3 clusters Score -422051.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -422069.406250 Penalty: 4185.215332
	Iteration 21Q: 3 clusters Score -422069.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -422082.375000 Penalty: 4185.215332
	Iteration 22Q: 3 clusters Score -422082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -422089.000000 Penalty: 4185.215332
	Iteration 23Q: 3 clusters Score -422089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -422093.812500 Penalty: 4185.215332
	Iteration 24Q: 3 clusters Score -422093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -422095.406250 Penalty: 4185.215332
	Iteration 25Q: 3 clusters Score -422095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -422097.718750 Penalty: 4185.215332
	Iteration 26Q: 3 clusters Score -422097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -422098.468750 Penalty: 4185.215332
	Iteration 27Q: 3 clusters Score -422098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -422100.312500 Penalty: 4185.215332
	Iteration 28Q: 3 clusters Score -422100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -422102.000000 Penalty: 4185.215332
	Iteration 29Q: 3 clusters Score -422102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -422102.000000 Penalty: 4185.215332
	Iteration 30F: 3 clusters Score -422102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -311225.656250 Penalty: 2019.736328
	Iteration 0F: 2 clusters Score -311225.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -307754.656250 Penalty: 4039.472656
	Iteration 0F: 3 clusters Score -307754.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -308611.093750 Penalty: 4039.472656
	Iteration 1F: 3 clusters Score -308611.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -308874.937500 Penalty: 4039.472656
	Iteration 2F: 3 clusters Score -308874.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -309099.656250 Penalty: 4039.472656
	Iteration 3F: 3 clusters Score -309099.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -309309.500000 Penalty: 4039.472656
	Iteration 4F: 3 clusters Score -309309.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -309518.906250 Penalty: 4039.472656
	Iteration 5F: 3 clusters Score -309518.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -309756.718750 Penalty: 4039.472656
	Iteration 6F: 3 clusters Score -309756.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -309918.781250 Penalty: 4039.472656
	Iteration 7Q: 3 clusters Score -309918.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -310054.187500 Penalty: 4039.472656
	Iteration 8Q: 3 clusters Score -310054.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -310159.218750 Penalty: 4039.472656
	Iteration 9Q: 3 clusters Score -310159.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -310223.343750 Penalty: 4039.472656
	Iteration 10Q: 3 clusters Score -310223.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -310267.218750 Penalty: 4039.472656
	Iteration 11Q: 3 clusters Score -310267.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -310294.000000 Penalty: 4039.472656
	Iteration 12Q: 3 clusters Score -310294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -310307.406250 Penalty: 4039.472656
	Iteration 13Q: 3 clusters Score -310307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -310314.218750 Penalty: 4039.472656
	Iteration 14Q: 3 clusters Score -310314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -310320.562500 Penalty: 4039.472656
	Iteration 15Q: 3 clusters Score -310320.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -310325.468750 Penalty: 4039.472656
	Iteration 16Q: 3 clusters Score -310325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -310332.093750 Penalty: 4039.472656
	Iteration 17Q: 3 clusters Score -310332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -310338.875000 Penalty: 4039.472656
	Iteration 18Q: 3 clusters Score -310338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -310340.781250 Penalty: 4039.472656
	Iteration 19Q: 3 clusters Score -310340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -310341.875000 Penalty: 4039.472656
	Iteration 20F: 3 clusters Score -310341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -310342.375000 Penalty: 4039.472656
	Iteration 21Q: 3 clusters Score -310342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -310342.375000 Penalty: 4039.472656
	Iteration 22F: 3 clusters Score -310342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Entering Unmasked Estep 
Score: -1321829.500000 Penalty: 2352.641113
	Iteration 0F: 2 clusters Score -1321830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1312175.375000 Penalty: 4705.282227
	Iteration 0F: 3 clusters Score -1312175 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1315004.375000 Penalty: 4705.282227
	Iteration 1F: 3 clusters Score -1315004 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1315301.250000 Penalty: 4705.282227
	Iteration 2F: 3 clusters Score -1315301 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1315529.625000 Penalty: 4705.282227
	Iteration 3Q: 3 clusters Score -1315530 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1315693.375000 Penalty: 4705.282227
	Iteration 4Q: 3 clusters Score -1315693 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1315820.500000 Penalty: 4705.282227
	Iteration 5Q: 3 clusters Score -1315820 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1315917.375000 Penalty: 4705.282227
	Iteration 6Q: 3 clusters Score -1315917 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1316028.625000 Penalty: 4705.282227
	Iteration 7Q: 3 clusters Score -1316029 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1316126.375000 Penalty: 4705.282227
	Iteration 8Q: 3 clusters Score -1316126 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1316247.250000 Penalty: 4705.282227
	Iteration 9Q: 3 clusters Score -1316247 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1316397.375000 Penalty: 4705.282227
	Iteration 10Q: 3 clusters Score -1316397 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1316591.000000 Penalty: 4705.282227
	Iteration 11Q: 3 clusters Score -1316591 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1316843.750000 Penalty: 4705.282227
	Iteration 12Q: 3 clusters Score -1316844 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1317190.875000 Penalty: 4705.282227
	Iteration 13Q: 3 clusters Score -1317191 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1317572.500000 Penalty: 4705.282227
	Iteration 14Q: 3 clusters Score -1317572 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1317995.250000 Penalty: 4705.282227
	Iteration 15Q: 3 clusters Score -1317995 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1318375.500000 Penalty: 4705.282227
	Iteration 16Q: 3 clusters Score -1318376 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1318660.250000 Penalty: 4705.282227
	Iteration 17Q: 3 clusters Score -1318660 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1318859.000000 Penalty: 4705.282227
	Iteration 18Q: 3 clusters Score -1318859 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1318996.250000 Penalty: 4705.282227
	Iteration 19Q: 3 clusters Score -1318996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1319079.750000 Penalty: 4705.282227
	Iteration 20F: 3 clusters Score -1319080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1319134.375000 Penalty: 4705.282227
	Iteration 21Q: 3 clusters Score -1319134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1319168.875000 Penalty: 4705.282227
	Iteration 22Q: 3 clusters Score -1319169 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1319204.875000 Penalty: 4705.282227
	Iteration 23Q: 3 clusters Score -1319205 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1319238.375000 Penalty: 4705.282227
	Iteration 24Q: 3 clusters Score -1319238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1319262.500000 Penalty: 4705.282227
	Iteration 25Q: 3 clusters Score -1319262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1319287.250000 Penalty: 4705.282227
	Iteration 26Q: 3 clusters Score -1319287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1319308.625000 Penalty: 4705.282227
	Iteration 27Q: 3 clusters Score -1319309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1319321.625000 Penalty: 4705.282227
	Iteration 28Q: 3 clusters Score -1319322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1319334.625000 Penalty: 4705.282227
	Iteration 29Q: 3 clusters Score -1319335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1319351.250000 Penalty: 4705.282227
	Iteration 30Q: 3 clusters Score -1319351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1319366.750000 Penalty: 4705.282227
	Iteration 31Q: 3 clusters Score -1319367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1319376.625000 Penalty: 4705.282227
	Iteration 32Q: 3 clusters Score -1319377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1319387.000000 Penalty: 4705.282227
	Iteration 33Q: 3 clusters Score -1319387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1319405.125000 Penalty: 4705.282227
	Iteration 34Q: 3 clusters Score -1319405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1319409.750000 Penalty: 4705.282227
	Iteration 35Q: 3 clusters Score -1319410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1319417.875000 Penalty: 4705.282227
	Iteration 36Q: 3 clusters Score -1319418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1319421.625000 Penalty: 4705.282227
	Iteration 37Q: 3 clusters Score -1319422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1319433.250000 Penalty: 4705.282227
	Iteration 38Q: 3 clusters Score -1319433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1319438.625000 Penalty: 4705.282227
	Iteration 39Q: 3 clusters Score -1319439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1319441.375000 Penalty: 4705.282227
	Iteration 40F: 3 clusters Score -1319441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1319449.000000 Penalty: 4705.282227
	Iteration 41Q: 3 clusters Score -1319449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1319451.500000 Penalty: 4705.282227
	Iteration 42Q: 3 clusters Score -1319452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1319457.875000 Penalty: 4705.282227
	Iteration 43Q: 3 clusters Score -1319458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1319460.250000 Penalty: 4705.282227
	Iteration 44Q: 3 clusters Score -1319460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1319466.375000 Penalty: 4705.282227
	Iteration 45Q: 3 clusters Score -1319466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1319471.375000 Penalty: 4705.282227
	Iteration 46Q: 3 clusters Score -1319471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1319473.750000 Penalty: 4705.282227
	Iteration 47Q: 3 clusters Score -1319474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1319482.375000 Penalty: 4705.282227
	Iteration 48Q: 3 clusters Score -1319482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1319487.375000 Penalty: 4705.282227
	Iteration 49Q: 3 clusters Score -1319487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1319492.500000 Penalty: 4705.282227
	Iteration 50Q: 3 clusters Score -1319492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1319494.375000 Penalty: 4705.282227
	Iteration 51Q: 3 clusters Score -1319494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1319497.875000 Penalty: 4705.282227
	Iteration 52Q: 3 clusters Score -1319498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1319502.625000 Penalty: 4705.282227
	Iteration 53Q: 3 clusters Score -1319503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1319501.750000 Penalty: 4705.282227
	Iteration 54Q: 3 clusters Score -1319502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1319507.875000 Penalty: 4705.282227
	Iteration 55Q: 3 clusters Score -1319508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1319506.750000 Penalty: 4705.282227
	Iteration 56Q: 3 clusters Score -1319507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1319509.000000 Penalty: 4705.282227
	Iteration 57Q: 3 clusters Score -1319509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1319514.000000 Penalty: 4705.282227
	Iteration 58Q: 3 clusters Score -1319514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1319511.750000 Penalty: 4705.282227
	Iteration 59Q: 3 clusters Score -1319512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1319519.500000 Penalty: 4705.282227
	Iteration 60F: 3 clusters Score -1319520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1319526.375000 Penalty: 4705.282227
	Iteration 61Q: 3 clusters Score -1319526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1319529.250000 Penalty: 4705.282227
	Iteration 62Q: 3 clusters Score -1319529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1319525.750000 Penalty: 4705.282227
	Iteration 63Q: 3 clusters Score -1319526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1319526.375000 Penalty: 4705.282227
	Iteration 64Q: 3 clusters Score -1319526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1319525.250000 Penalty: 4705.282227
	Iteration 65Q: 3 clusters Score -1319525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1319528.875000 Penalty: 4705.282227
	Iteration 66Q: 3 clusters Score -1319529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1319528.500000 Penalty: 4705.282227
	Iteration 67Q: 3 clusters Score -1319528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1319527.000000 Penalty: 4705.282227
	Iteration 68Q: 3 clusters Score -1319527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1319528.375000 Penalty: 4705.282227
	Iteration 69Q: 3 clusters Score -1319528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1319528.125000 Penalty: 4705.282227
	Iteration 70Q: 3 clusters Score -1319528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1319531.125000 Penalty: 4705.282227
	Iteration 71Q: 3 clusters Score -1319531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1319532.000000 Penalty: 4705.282227
	Iteration 72Q: 3 clusters Score -1319532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1319531.125000 Penalty: 4705.282227
	Iteration 73Q: 3 clusters Score -1319531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1319532.000000 Penalty: 4705.282227
	Iteration 74Q: 3 clusters Score -1319532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1319532.250000 Penalty: 4705.282227
	Iteration 75Q: 3 clusters Score -1319532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1319532.375000 Penalty: 4705.282227
	Iteration 76Q: 3 clusters Score -1319532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1319531.375000 Penalty: 4705.282227
	Iteration 77Q: 3 clusters Score -1319531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1319531.625000 Penalty: 4705.282227
	Iteration 78Q: 3 clusters Score -1319532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1319535.125000 Penalty: 4705.282227
	Iteration 79Q: 3 clusters Score -1319535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1319535.500000 Penalty: 4705.282227
	Iteration 80F: 3 clusters Score -1319536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1319533.125000 Penalty: 4705.282227
	Iteration 81Q: 3 clusters Score -1319533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1319534.000000 Penalty: 4705.282227
	Iteration 82Q: 3 clusters Score -1319534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1319535.625000 Penalty: 4705.282227
	Iteration 83Q: 3 clusters Score -1319536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1319534.875000 Penalty: 4705.282227
	Iteration 84Q: 3 clusters Score -1319535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1319534.875000 Penalty: 4705.282227
	Iteration 85F: 3 clusters Score -1319535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -149174.468750 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -149174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -146653.343750 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -146653.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -147127.406250 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -147127.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147292.046875 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -147292 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147400.765625 Penalty: 3729.767334
	Iteration 3F: 3 clusters Score -147400.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -147498.000000 Penalty: 3729.767334
	Iteration 4Q: 3 clusters Score -147498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147585.031250 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -147585 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -147682.515625 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -147682.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147791.656250 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -147791.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147918.062500 Penalty: 3729.767334
	Iteration 8Q: 3 clusters Score -147918.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -148055.218750 Penalty: 3729.767334
	Iteration 9Q: 3 clusters Score -148055.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -148153.843750 Penalty: 3729.767334
	Iteration 10Q: 3 clusters Score -148153.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -148226.171875 Penalty: 3729.767334
	Iteration 11Q: 3 clusters Score -148226.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -148307.703125 Penalty: 3729.767334
	Iteration 12Q: 3 clusters Score -148307.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -148360.625000 Penalty: 3729.767334
	Iteration 13Q: 3 clusters Score -148360.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -148393.234375 Penalty: 3729.767334
	Iteration 14Q: 3 clusters Score -148393.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -148419.531250 Penalty: 3729.767334
	Iteration 15Q: 3 clusters Score -148419.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -148434.296875 Penalty: 3729.767334
	Iteration 16Q: 3 clusters Score -148434.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -148446.890625 Penalty: 3729.767334
	Iteration 17Q: 3 clusters Score -148446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -148454.031250 Penalty: 3729.767334
	Iteration 18Q: 3 clusters Score -148454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -148457.000000 Penalty: 3729.767334
	Iteration 19Q: 3 clusters Score -148457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -148459.343750 Penalty: 3729.767334
	Iteration 20F: 3 clusters Score -148459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -148460.750000 Penalty: 3729.767334
	Iteration 21Q: 3 clusters Score -148460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -148461.093750 Penalty: 3729.767334
	Iteration 22Q: 3 clusters Score -148461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -148461.500000 Penalty: 3729.767334
	Iteration 23Q: 3 clusters Score -148461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -148461.937500 Penalty: 3729.767334
	Iteration 24Q: 3 clusters Score -148461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -148461.937500 Penalty: 3729.767334
	Iteration 25F: 3 clusters Score -148461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -334875.937500 Penalty: 2024.233398
	Iteration 0F: 2 clusters Score -334875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -331291.968750 Penalty: 4048.466797
	Iteration 0F: 3 clusters Score -331292 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -332241.843750 Penalty: 4048.466797
	Iteration 1F: 3 clusters Score -332241.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -332739.843750 Penalty: 4048.466797
	Iteration 2F: 3 clusters Score -332739.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -333229.437500 Penalty: 4048.466797
	Iteration 3F: 3 clusters Score -333229.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -333646.593750 Penalty: 4048.466797
	Iteration 4F: 3 clusters Score -333646.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -333866.000000 Penalty: 4048.466797
	Iteration 5F: 3 clusters Score -333866 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -333976.531250 Penalty: 4048.466797
	Iteration 6Q: 3 clusters Score -333976.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -334033.406250 Penalty: 4048.466797
	Iteration 7Q: 3 clusters Score -334033.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -334063.906250 Penalty: 4048.466797
	Iteration 8Q: 3 clusters Score -334063.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -334076.781250 Penalty: 4048.466797
	Iteration 9Q: 3 clusters Score -334076.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -334084.062500 Penalty: 4048.466797
	Iteration 10Q: 3 clusters Score -334084.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -334087.843750 Penalty: 4048.466797
	Iteration 11Q: 3 clusters Score -334087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -334091.250000 Penalty: 4048.466797
	Iteration 12Q: 3 clusters Score -334091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -334093.750000 Penalty: 4048.466797
	Iteration 13Q: 3 clusters Score -334093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -334095.187500 Penalty: 4048.466797
	Iteration 14Q: 3 clusters Score -334095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -334095.281250 Penalty: 4048.466797
	Iteration 15Q: 3 clusters Score -334095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -334095.375000 Penalty: 4048.466797
	Iteration 16Q: 3 clusters Score -334095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -334096.468750 Penalty: 4048.466797
	Iteration 17Q: 3 clusters Score -334096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -334095.656250 Penalty: 4048.466797
	Iteration 18Q: 3 clusters Score -334095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -334096.906250 Penalty: 4048.466797
	Iteration 19Q: 3 clusters Score -334096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -334098.000000 Penalty: 4048.466797
	Iteration 20F: 3 clusters Score -334098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -334099.375000 Penalty: 4048.466797
	Iteration 21Q: 3 clusters Score -334099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -334099.000000 Penalty: 4048.466797
	Iteration 22Q: 3 clusters Score -334099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -334099.000000 Penalty: 4048.466797
	Iteration 23F: 3 clusters Score -334099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -766376.687500 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -766376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -759971.625000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -759971.6 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -761714.562500 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -761714.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -761957.937500 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -761957.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -762116.500000 Penalty: 4446.806152
	Iteration 3Q: 3 clusters Score -762116.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -762230.500000 Penalty: 4446.806152
	Iteration 4Q: 3 clusters Score -762230.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -762321.125000 Penalty: 4446.806152
	Iteration 5Q: 3 clusters Score -762321.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -762405.625000 Penalty: 4446.806152
	Iteration 6Q: 3 clusters Score -762405.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -762495.312500 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -762495.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -762577.187500 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -762577.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -762659.437500 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -762659.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -762731.750000 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -762731.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -762809.062500 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -762809.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -762891.750000 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -762891.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -762992.562500 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -762992.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -763109.687500 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -763109.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -763241.625000 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -763241.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -763402.312500 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -763402.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -763537.000000 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -763537 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -763682.812500 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -763682.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -763823.687500 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -763823.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -763957.812500 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -763957.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -764065.250000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -764065.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -764149.687500 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -764149.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -764219.750000 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -764219.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -764262.062500 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -764262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -764299.625000 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -764299.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -764331.312500 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -764331.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -764349.500000 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -764349.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -764364.312500 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -764364.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -764373.125000 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -764373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -764386.125000 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -764386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -764394.000000 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -764394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -764401.250000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -764401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -764406.625000 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -764406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -764409.250000 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -764409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -764410.750000 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -764410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -764410.750000 Penalty: 4446.806152
	Iteration 36F: 3 clusters Score -764410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Entering Unmasked Estep 
Score: -1912276.125000 Penalty: 2446.186523
	Iteration 0F: 2 clusters Score -1912276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1898788.250000 Penalty: 4892.373047
	Iteration 0F: 3 clusters Score -1898788 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1903247.250000 Penalty: 4892.373047
	Iteration 1F: 3 clusters Score -1903247 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1903675.500000 Penalty: 4892.373047
	Iteration 2F: 3 clusters Score -1903676 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1904059.250000 Penalty: 4892.373047
	Iteration 3Q: 3 clusters Score -1904059 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1904462.625000 Penalty: 4892.373047
	Iteration 4Q: 3 clusters Score -1904463 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1904992.500000 Penalty: 4892.373047
	Iteration 5Q: 3 clusters Score -1904992 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1905660.625000 Penalty: 4892.373047
	Iteration 6F: 3 clusters Score -1905661 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1906483.250000 Penalty: 4892.373047
	Iteration 7F: 3 clusters Score -1906483 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1907328.750000 Penalty: 4892.373047
	Iteration 8F: 3 clusters Score -1907329 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1908124.375000 Penalty: 4892.373047
	Iteration 9Q: 3 clusters Score -1908124 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1908729.750000 Penalty: 4892.373047
	Iteration 10Q: 3 clusters Score -1908730 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1909192.875000 Penalty: 4892.373047
	Iteration 11Q: 3 clusters Score -1909193 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1909504.625000 Penalty: 4892.373047
	Iteration 12Q: 3 clusters Score -1909505 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1909740.750000 Penalty: 4892.373047
	Iteration 13Q: 3 clusters Score -1909741 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1909924.125000 Penalty: 4892.373047
	Iteration 14Q: 3 clusters Score -1909924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1910046.375000 Penalty: 4892.373047
	Iteration 15Q: 3 clusters Score -1910046 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1910140.500000 Penalty: 4892.373047
	Iteration 16Q: 3 clusters Score -1910140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1910206.875000 Penalty: 4892.373047
	Iteration 17Q: 3 clusters Score -1910207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1910239.250000 Penalty: 4892.373047
	Iteration 18Q: 3 clusters Score -1910239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1910266.750000 Penalty: 4892.373047
	Iteration 19Q: 3 clusters Score -1910267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1910288.750000 Penalty: 4892.373047
	Iteration 20F: 3 clusters Score -1910289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -1910313.500000 Penalty: 4892.373047
	Iteration 21Q: 3 clusters Score -1910314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1910329.625000 Penalty: 4892.373047
	Iteration 22Q: 3 clusters Score -1910330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1910338.125000 Penalty: 4892.373047
	Iteration 23Q: 3 clusters Score -1910338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1910352.500000 Penalty: 4892.373047
	Iteration 24Q: 3 clusters Score -1910352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1910368.250000 Penalty: 4892.373047
	Iteration 25Q: 3 clusters Score -1910368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1910377.625000 Penalty: 4892.373047
	Iteration 26Q: 3 clusters Score -1910378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1910382.125000 Penalty: 4892.373047
	Iteration 27Q: 3 clusters Score -1910382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1910385.125000 Penalty: 4892.373047
	Iteration 28Q: 3 clusters Score -1910385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1910387.750000 Penalty: 4892.373047
	Iteration 29Q: 3 clusters Score -1910388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1910389.500000 Penalty: 4892.373047
	Iteration 30Q: 3 clusters Score -1910390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1910392.375000 Penalty: 4892.373047
	Iteration 31Q: 3 clusters Score -1910392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1910394.125000 Penalty: 4892.373047
	Iteration 32Q: 3 clusters Score -1910394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1910395.875000 Penalty: 4892.373047
	Iteration 33Q: 3 clusters Score -1910396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1910395.875000 Penalty: 4892.373047
	Iteration 34F: 3 clusters Score -1910396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -405122.031250 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -405122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -400637.531250 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -400637.5 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -401801.625000 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -401801.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -402102.968750 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -402103 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -402343.187500 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -402343.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -402525.656250 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -402525.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -402675.781250 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -402675.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -402802.187500 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -402802.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -402909.468750 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -402909.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -402991.156250 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -402991.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -403072.281250 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -403072.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -403130.125000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -403130.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -403177.125000 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -403177.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -403210.468750 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -403210.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -403244.406250 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -403244.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -403272.437500 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -403272.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -403294.843750 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -403294.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -403315.312500 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -403315.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -403334.437500 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -403334.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -403354.593750 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -403354.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -403378.281250 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -403378.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -403401.593750 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -403401.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -403426.750000 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -403426.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -403449.593750 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -403449.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -403477.468750 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -403477.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -403501.218750 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -403501.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -403522.625000 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -403522.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -403544.156250 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -403544.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -403572.031250 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -403572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -403604.406250 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -403604.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -403643.812500 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -403643.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -403691.812500 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -403691.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -403782.343750 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -403782.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -403883.562500 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -403883.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -403972.062500 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -403972.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -404041.187500 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -404041.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -404097.500000 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -404097.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -404138.562500 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -404138.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -404160.218750 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -404160.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -404175.343750 Penalty: 4223.833008
	Iteration 38Q: 3 clusters Score -404175.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -404188.062500 Penalty: 4223.833008
	Iteration 39Q: 3 clusters Score -404188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -404198.875000 Penalty: 4223.833008
	Iteration 40F: 3 clusters Score -404198.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -404206.906250 Penalty: 4223.833008
	Iteration 41Q: 3 clusters Score -404206.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -404217.187500 Penalty: 4223.833008
	Iteration 42Q: 3 clusters Score -404217.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -404224.718750 Penalty: 4223.833008
	Iteration 43Q: 3 clusters Score -404224.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -404229.937500 Penalty: 4223.833008
	Iteration 44Q: 3 clusters Score -404229.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -404238.187500 Penalty: 4223.833008
	Iteration 45Q: 3 clusters Score -404238.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -404246.406250 Penalty: 4223.833008
	Iteration 46Q: 3 clusters Score -404246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -404255.937500 Penalty: 4223.833008
	Iteration 47Q: 3 clusters Score -404255.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -404267.968750 Penalty: 4223.833008
	Iteration 48Q: 3 clusters Score -404268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -404277.843750 Penalty: 4223.833008
	Iteration 49Q: 3 clusters Score -404277.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -404284.562500 Penalty: 4223.833008
	Iteration 50Q: 3 clusters Score -404284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -404291.375000 Penalty: 4223.833008
	Iteration 51Q: 3 clusters Score -404291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -404295.531250 Penalty: 4223.833008
	Iteration 52Q: 3 clusters Score -404295.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -404298.781250 Penalty: 4223.833008
	Iteration 53Q: 3 clusters Score -404298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -404302.468750 Penalty: 4223.833008
	Iteration 54Q: 3 clusters Score -404302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -404304.375000 Penalty: 4223.833008
	Iteration 55Q: 3 clusters Score -404304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -404307.656250 Penalty: 4223.833008
	Iteration 56Q: 3 clusters Score -404307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -404314.812500 Penalty: 4223.833008
	Iteration 57Q: 3 clusters Score -404314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -404317.125000 Penalty: 4223.833008
	Iteration 58Q: 3 clusters Score -404317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -404321.656250 Penalty: 4223.833008
	Iteration 59Q: 3 clusters Score -404321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -404324.750000 Penalty: 4223.833008
	Iteration 60F: 3 clusters Score -404324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -404327.875000 Penalty: 4223.833008
	Iteration 61Q: 3 clusters Score -404327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -404330.750000 Penalty: 4223.833008
	Iteration 62Q: 3 clusters Score -404330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -404331.468750 Penalty: 4223.833008
	Iteration 63Q: 3 clusters Score -404331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -404332.875000 Penalty: 4223.833008
	Iteration 64Q: 3 clusters Score -404332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -404333.656250 Penalty: 4223.833008
	Iteration 65Q: 3 clusters Score -404333.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -404335.750000 Penalty: 4223.833008
	Iteration 66Q: 3 clusters Score -404335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -404336.375000 Penalty: 4223.833008
	Iteration 67Q: 3 clusters Score -404336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -404337.656250 Penalty: 4223.833008
	Iteration 68Q: 3 clusters Score -404337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -404338.062500 Penalty: 4223.833008
	Iteration 69Q: 3 clusters Score -404338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -404338.062500 Penalty: 4223.833008
	Iteration 70F: 3 clusters Score -404338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (56223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Entering Unmasked Estep 
Score: -5390369.000000 Penalty: 2712.396240
	Iteration 0F: 2 clusters Score -5390369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5352630.500000 Penalty: 5424.792480
	Iteration 0F: 3 clusters Score -5352630 nChanged 26016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -5367155.500000 Penalty: 5424.792480
	Iteration 1F: 3 clusters Score -5367156 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -5367900.500000 Penalty: 5424.792480
	Iteration 2Q: 3 clusters Score -5367900 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -5368793.500000 Penalty: 5424.792480
	Iteration 3Q: 3 clusters Score -5368794 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -5369913.000000 Penalty: 5424.792480
	Iteration 4Q: 3 clusters Score -5369913 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5371503.500000 Penalty: 5424.792480
	Iteration 5F: 3 clusters Score -5371504 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5373839.500000 Penalty: 5424.792480
	Iteration 6F: 3 clusters Score -5373840 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -5376880.000000 Penalty: 5424.792480
	Iteration 7F: 3 clusters Score -5376880 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -5380331.000000 Penalty: 5424.792480
	Iteration 8F: 3 clusters Score -5380331 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -5383421.500000 Penalty: 5424.792480
	Iteration 9F: 3 clusters Score -5383422 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -5385621.000000 Penalty: 5424.792480
	Iteration 10Q: 3 clusters Score -5385621 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -5387092.000000 Penalty: 5424.792480
	Iteration 11Q: 3 clusters Score -5387092 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -5387955.500000 Penalty: 5424.792480
	Iteration 12Q: 3 clusters Score -5387956 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -5388401.000000 Penalty: 5424.792480
	Iteration 13Q: 3 clusters Score -5388401 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -5388780.000000 Penalty: 5424.792480
	Iteration 14Q: 3 clusters Score -5388780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -5389104.500000 Penalty: 5424.792480
	Iteration 15Q: 3 clusters Score -5389104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -5389363.000000 Penalty: 5424.792480
	Iteration 16Q: 3 clusters Score -5389363 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -5389491.500000 Penalty: 5424.792480
	Iteration 17Q: 3 clusters Score -5389492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -5389569.500000 Penalty: 5424.792480
	Iteration 18Q: 3 clusters Score -5389570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -5389610.500000 Penalty: 5424.792480
	Iteration 19Q: 3 clusters Score -5389610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -5389643.500000 Penalty: 5424.792480
	Iteration 20F: 3 clusters Score -5389644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -5389654.500000 Penalty: 5424.792480
	Iteration 21Q: 3 clusters Score -5389654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -5389665.000000 Penalty: 5424.792480
	Iteration 22Q: 3 clusters Score -5389665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -5389665.500000 Penalty: 5424.792480
	Iteration 23Q: 3 clusters Score -5389666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -5389674.500000 Penalty: 5424.792480
	Iteration 24Q: 3 clusters Score -5389674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -5389673.000000 Penalty: 5424.792480
	Iteration 25Q: 3 clusters Score -5389673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -5389669.500000 Penalty: 5424.792480
	Iteration 26Q: 3 clusters Score -5389670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -5389675.500000 Penalty: 5424.792480
	Iteration 27Q: 3 clusters Score -5389676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -5389673.000000 Penalty: 5424.792480
	Iteration 28Q: 3 clusters Score -5389673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -5389678.500000 Penalty: 5424.792480
	Iteration 29Q: 3 clusters Score -5389678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -5389685.000000 Penalty: 5424.792480
	Iteration 30Q: 3 clusters Score -5389685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -5389680.500000 Penalty: 5424.792480
	Iteration 31Q: 3 clusters Score -5389680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -5389685.500000 Penalty: 5424.792480
	Iteration 32Q: 3 clusters Score -5389686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -5389684.500000 Penalty: 5424.792480
	Iteration 33Q: 3 clusters Score -5389684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -5389689.000000 Penalty: 5424.792480
	Iteration 34Q: 3 clusters Score -5389689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -5389688.500000 Penalty: 5424.792480
	Iteration 35Q: 3 clusters Score -5389688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -5389688.500000 Penalty: 5424.792480
	Iteration 36F: 3 clusters Score -5389688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Entering Unmasked Estep 
Score: -8720919.000000 Penalty: 2851.877441
	Iteration 0F: 2 clusters Score -8720919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -8655005.000000 Penalty: 5703.754883
	Iteration 0F: 3 clusters Score -8655005 nChanged 46358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -8681659.000000 Penalty: 5703.754883
	Iteration 1F: 3 clusters Score -8681659 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -8682728.000000 Penalty: 5703.754883
	Iteration 2Q: 3 clusters Score -8682728 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -8683949.000000 Penalty: 5703.754883
	Iteration 3Q: 3 clusters Score -8683949 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8685584.000000 Penalty: 5703.754883
	Iteration 4Q: 3 clusters Score -8685584 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8687784.000000 Penalty: 5703.754883
	Iteration 5Q: 3 clusters Score -8687784 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -8690812.000000 Penalty: 5703.754883
	Iteration 6F: 3 clusters Score -8690812 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -8694824.000000 Penalty: 5703.754883
	Iteration 7F: 3 clusters Score -8694824 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -8699398.000000 Penalty: 5703.754883
	Iteration 8F: 3 clusters Score -8699398 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8703746.000000 Penalty: 5703.754883
	Iteration 9F: 3 clusters Score -8703746 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -8707284.000000 Penalty: 5703.754883
	Iteration 10Q: 3 clusters Score -8707284 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -8709636.000000 Penalty: 5703.754883
	Iteration 11Q: 3 clusters Score -8709636 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -8711386.000000 Penalty: 5703.754883
	Iteration 12Q: 3 clusters Score -8711386 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -8712687.000000 Penalty: 5703.754883
	Iteration 13Q: 3 clusters Score -8712687 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -8713780.000000 Penalty: 5703.754883
	Iteration 14Q: 3 clusters Score -8713780 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -8714725.000000 Penalty: 5703.754883
	Iteration 15Q: 3 clusters Score -8714725 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92744 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8715581.000000 Penalty: 5703.754883
	Iteration 16Q: 3 clusters Score -8715581 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8716227.000000 Penalty: 5703.754883
	Iteration 17Q: 3 clusters Score -8716227 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8716838.000000 Penalty: 5703.754883
	Iteration 18Q: 3 clusters Score -8716838 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8717360.000000 Penalty: 5703.754883
	Iteration 19Q: 3 clusters Score -8717360 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8717792.000000 Penalty: 5703.754883
	Iteration 20F: 3 clusters Score -8717792 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8718069.000000 Penalty: 5703.754883
	Iteration 21Q: 3 clusters Score -8718069 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8718238.000000 Penalty: 5703.754883
	Iteration 22Q: 3 clusters Score -8718238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8718342.000000 Penalty: 5703.754883
	Iteration 23Q: 3 clusters Score -8718342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8718421.000000 Penalty: 5703.754883
	Iteration 24Q: 3 clusters Score -8718421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8718474.000000 Penalty: 5703.754883
	Iteration 25Q: 3 clusters Score -8718474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8718546.000000 Penalty: 5703.754883
	Iteration 26Q: 3 clusters Score -8718546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8718581.000000 Penalty: 5703.754883
	Iteration 27Q: 3 clusters Score -8718581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8718612.000000 Penalty: 5703.754883
	Iteration 28Q: 3 clusters Score -8718612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8718641.000000 Penalty: 5703.754883
	Iteration 29Q: 3 clusters Score -8718641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8718662.000000 Penalty: 5703.754883
	Iteration 30Q: 3 clusters Score -8718662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8718686.000000 Penalty: 5703.754883
	Iteration 31Q: 3 clusters Score -8718686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8718683.000000 Penalty: 5703.754883
	Iteration 32Q: 3 clusters Score -8718683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8718689.000000 Penalty: 5703.754883
	Iteration 33Q: 3 clusters Score -8718689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8718695.000000 Penalty: 5703.754883
	Iteration 34Q: 3 clusters Score -8718695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8718697.000000 Penalty: 5703.754883
	Iteration 35Q: 3 clusters Score -8718697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8718697.000000 Penalty: 5703.754883
	Iteration 36F: 3 clusters Score -8718697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Entering Unmasked Estep 
Score: -7280516.000000 Penalty: 2782.357910
	Iteration 0F: 2 clusters Score -7280516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7230624.500000 Penalty: 5564.715820
	Iteration 0F: 3 clusters Score -7230624 nChanged 34927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7250692.000000 Penalty: 5564.715820
	Iteration 1F: 3 clusters Score -7250692 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7251788.500000 Penalty: 5564.715820
	Iteration 2Q: 3 clusters Score -7251788 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -7253158.000000 Penalty: 5564.715820
	Iteration 3Q: 3 clusters Score -7253158 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7254913.000000 Penalty: 5564.715820
	Iteration 4Q: 3 clusters Score -7254913 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -7256977.000000 Penalty: 5564.715820
	Iteration 5F: 3 clusters Score -7256977 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -7259288.000000 Penalty: 5564.715820
	Iteration 6F: 3 clusters Score -7259288 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7261845.000000 Penalty: 5564.715820
	Iteration 7F: 3 clusters Score -7261845 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7264443.000000 Penalty: 5564.715820
	Iteration 8F: 3 clusters Score -7264443 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7266730.000000 Penalty: 5564.715820
	Iteration 9F: 3 clusters Score -7266730 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7268452.500000 Penalty: 5564.715820
	Iteration 10Q: 3 clusters Score -7268452 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7269520.000000 Penalty: 5564.715820
	Iteration 11Q: 3 clusters Score -7269520 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -7270118.500000 Penalty: 5564.715820
	Iteration 12Q: 3 clusters Score -7270118 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7270526.000000 Penalty: 5564.715820
	Iteration 13Q: 3 clusters Score -7270526 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7270721.500000 Penalty: 5564.715820
	Iteration 14Q: 3 clusters Score -7270722 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7270881.500000 Penalty: 5564.715820
	Iteration 15Q: 3 clusters Score -7270882 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7270983.500000 Penalty: 5564.715820
	Iteration 16Q: 3 clusters Score -7270984 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -7271128.000000 Penalty: 5564.715820
	Iteration 17Q: 3 clusters Score -7271128 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7271219.500000 Penalty: 5564.715820
	Iteration 18Q: 3 clusters Score -7271220 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -7271252.000000 Penalty: 5564.715820
	Iteration 19Q: 3 clusters Score -7271252 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7271337.000000 Penalty: 5564.715820
	Iteration 20F: 3 clusters Score -7271337 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -7271347.000000 Penalty: 5564.715820
	Iteration 21Q: 3 clusters Score -7271347 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7271408.000000 Penalty: 5564.715820
	Iteration 22Q: 3 clusters Score -7271408 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7271470.000000 Penalty: 5564.715820
	Iteration 23Q: 3 clusters Score -7271470 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -7271503.000000 Penalty: 5564.715820
	Iteration 24Q: 3 clusters Score -7271503 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7271523.000000 Penalty: 5564.715820
	Iteration 25Q: 3 clusters Score -7271523 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7271546.500000 Penalty: 5564.715820
	Iteration 26Q: 3 clusters Score -7271546 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7271584.500000 Penalty: 5564.715820
	Iteration 27Q: 3 clusters Score -7271584 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7271606.500000 Penalty: 5564.715820
	Iteration 28Q: 3 clusters Score -7271606 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7271631.000000 Penalty: 5564.715820
	Iteration 29Q: 3 clusters Score -7271631 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7271660.500000 Penalty: 5564.715820
	Iteration 30Q: 3 clusters Score -7271660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7271669.500000 Penalty: 5564.715820
	Iteration 31Q: 3 clusters Score -7271670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7271683.000000 Penalty: 5564.715820
	Iteration 32Q: 3 clusters Score -7271683 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -7271719.000000 Penalty: 5564.715820
	Iteration 33Q: 3 clusters Score -7271719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -7271736.000000 Penalty: 5564.715820
	Iteration 34Q: 3 clusters Score -7271736 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -7271756.000000 Penalty: 5564.715820
	Iteration 35Q: 3 clusters Score -7271756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -7271762.500000 Penalty: 5564.715820
	Iteration 36Q: 3 clusters Score -7271762 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -7271774.500000 Penalty: 5564.715820
	Iteration 37Q: 3 clusters Score -7271774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -7271786.000000 Penalty: 5564.715820
	Iteration 38Q: 3 clusters Score -7271786 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -7271796.000000 Penalty: 5564.715820
	Iteration 39Q: 3 clusters Score -7271796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -7271792.500000 Penalty: 5564.715820
	Iteration 40F: 3 clusters Score -7271792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7271793.500000 Penalty: 5564.715820
	Iteration 41Q: 3 clusters Score -7271794 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7271814.000000 Penalty: 5564.715820
	Iteration 42Q: 3 clusters Score -7271814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -7271810.000000 Penalty: 5564.715820
	Iteration 43Q: 3 clusters Score -7271810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -7271803.000000 Penalty: 5564.715820
	Iteration 44Q: 3 clusters Score -7271803 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7271812.500000 Penalty: 5564.715820
	Iteration 45Q: 3 clusters Score -7271812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7271820.000000 Penalty: 5564.715820
	Iteration 46Q: 3 clusters Score -7271820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7271812.000000 Penalty: 5564.715820
	Iteration 47Q: 3 clusters Score -7271812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7271836.000000 Penalty: 5564.715820
	Iteration 48Q: 3 clusters Score -7271836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7271825.500000 Penalty: 5564.715820
	Iteration 49Q: 3 clusters Score -7271826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -7271819.000000 Penalty: 5564.715820
	Iteration 50Q: 3 clusters Score -7271819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7271814.500000 Penalty: 5564.715820
	Iteration 51Q: 3 clusters Score -7271814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7271821.000000 Penalty: 5564.715820
	Iteration 52Q: 3 clusters Score -7271821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7271816.000000 Penalty: 5564.715820
	Iteration 53Q: 3 clusters Score -7271816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7271814.000000 Penalty: 5564.715820
	Iteration 54Q: 3 clusters Score -7271814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7271809.000000 Penalty: 5564.715820
	Iteration 55Q: 3 clusters Score -7271809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7271818.500000 Penalty: 5564.715820
	Iteration 56Q: 3 clusters Score -7271818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -7271822.000000 Penalty: 5564.715820
	Iteration 57Q: 3 clusters Score -7271822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -7271837.000000 Penalty: 5564.715820
	Iteration 58Q: 3 clusters Score -7271837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -7271841.000000 Penalty: 5564.715820
	Iteration 59Q: 3 clusters Score -7271841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7271848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7271838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7271852.000000 Penalty: 5564.715820
	Iteration 62Q: 3 clusters Score -7271852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7271850.000000 Penalty: 5564.715820
	Iteration 63Q: 3 clusters Score -7271850 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7271879 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7271883 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7271885.000000 Penalty: 5564.715820
	Iteration 66Q: 3 clusters Score -7271885 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7271892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -7271887.000000 Penalty: 5564.715820
	Iteration 68Q: 3 clusters Score -7271887 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -7271874.500000 Penalty: 5564.715820
	Iteration 69Q: 3 clusters Score -7271874 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7271862.000000 Penalty: 5564.715820
	Iteration 70Q: 3 clusters Score -7271862 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7271862.500000 Penalty: 5564.715820
	Iteration 71Q: 3 clusters Score -7271862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -7271868.500000 Penalty: 5564.715820
	Iteration 72Q: 3 clusters Score -7271868 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7271881.500000 Penalty: 5564.715820
	Iteration 73Q: 3 clusters Score -7271882 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -7271885.000000 Penalty: 5564.715820
	Iteration 74Q: 3 clusters Score -7271885 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -7271885.500000 Penalty: 5564.715820
	Iteration 75Q: 3 clusters Score -7271886 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7271901.000000 Penalty: 5564.715820
	Iteration 76Q: 3 clusters Score -7271901 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7271912.000000 Penalty: 5564.715820
	Iteration 77Q: 3 clusters Score -7271912 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -7271924.000000 Penalty: 5564.715820
	Iteration 78Q: 3 clusters Score -7271924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7271922.500000 Penalty: 5564.715820
	Iteration 79Q: 3 clusters Score -7271922 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -7271931.500000 Penalty: 5564.715820
	Iteration 80F: 3 clusters Score -7271932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7271937.500000 Penalty: 5564.715820
	Iteration 81Q: 3 clusters Score -7271938 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7271937.500000 Penalty: 5564.715820
	Iteration 82Q: 3 clusters Score -7271938 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -7271925.000000 Penalty: 5564.715820
	Iteration 83Q: 3 clusters Score -7271925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7271937 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7271939 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7271935.500000 Penalty: 5564.715820
	Iteration 86Q: 3 clusters Score -7271936 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -7271933.000000 Penalty: 5564.715820
	Iteration 87Q: 3 clusters Score -7271933 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7271953.500000 Penalty: 5564.715820
	Iteration 88Q: 3 clusters Score -7271954 nChanged 71
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Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7271961.000000 Penalty: 5564.715820
	Iteration 89Q: 3 clusters Score -7271961 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7271954.500000 Penalty: 5564.715820
	Iteration 90Q: 3 clusters Score -7271954 nChanged 69
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Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7271933 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7271958.000000 Penalty: 5564.715820
	Iteration 92Q: 3 clusters Score -7271958 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7271956.000000 Penalty: 5564.715820
	Iteration 93Q: 3 clusters Score -7271956 nChanged 66
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Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7271949.500000 Penalty: 5564.715820
	Iteration 94Q: 3 clusters Score -7271950 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7271953 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7271961 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7271948 nChanged 104
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Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7271982 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7271962 nChanged 95
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Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7271962 nChanged 92
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Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7271960 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7271960 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7271969 nChanged 97
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Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7271967 nChanged 101
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Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7271964 nChanged 122
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Mstep: Class 1 contains 35539 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7272006 nChanged 105
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Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7271986 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35409 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7272018 nChanged 140
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Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7272038 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35211 members 
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	Iteration 110Q: 3 clusters Score -7272047 nChanged 154
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7272048 nChanged 150
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7272068 nChanged 146
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Mstep: Class 2 contains 39634 members 
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	Iteration 113Q: 3 clusters Score -7272094 nChanged 147
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Mstep: Class 1 contains 34824 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7272110 nChanged 155
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	Iteration 115Q: 3 clusters Score -7272106 nChanged 167
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Mstep: Class 1 contains 34608 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7272104 nChanged 148
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	Iteration 117Q: 3 clusters Score -7272116 nChanged 137
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Mstep: Class 1 contains 34411 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7272126 nChanged 164
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Mstep: Class 1 contains 34279 members 
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	Iteration 119Q: 3 clusters Score -7272131 nChanged 198
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Mstep: Class 1 contains 34121 members 
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Entering Unmasked Estep 
Score: -7272141.500000 Penalty: 5564.715820
	Iteration 120F: 3 clusters Score -7272142 nChanged 217
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Mstep: Class 1 contains 33956 members 
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	Iteration 121Q: 3 clusters Score -7272147 nChanged 230
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Mstep: Class 1 contains 33776 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7272193 nChanged 226
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Mstep: Class 1 contains 33596 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7272230 nChanged 260
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Mstep: Class 1 contains 33400 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7272257 nChanged 220
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Mstep: Class 1 contains 33220 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7272276 nChanged 224
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Mstep: Class 1 contains 33026 members 
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	Iteration 126Q: 3 clusters Score -7272284 nChanged 222
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Mstep: Class 1 contains 32824 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7272308 nChanged 221
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Mstep: Class 1 contains 32641 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7272346 nChanged 218
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	Iteration 129Q: 3 clusters Score -7272346 nChanged 224
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7272328 nChanged 234
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	Iteration 131Q: 3 clusters Score -7272380 nChanged 227
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7272424 nChanged 233
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	Iteration 133Q: 3 clusters Score -7272434 nChanged 225
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	Iteration 134Q: 3 clusters Score -7272444 nChanged 220
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	Iteration 136Q: 3 clusters Score -7272521 nChanged 190
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	Iteration 137Q: 3 clusters Score -7272528 nChanged 203
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	Iteration 138Q: 3 clusters Score -7272536 nChanged 201
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7272544 nChanged 198
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	Iteration 140F: 3 clusters Score -7272552 nChanged 171
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	Iteration 141Q: 3 clusters Score -7272548 nChanged 177
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Mstep: Class 2 contains 44620 members 
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	Iteration 142Q: 3 clusters Score -7272559 nChanged 203
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Mstep: Class 1 contains 29732 members 
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	Iteration 143Q: 3 clusters Score -7272576 nChanged 225
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Mstep: Class 1 contains 29513 members 
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	Iteration 144Q: 3 clusters Score -7272562 nChanged 209
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Mstep: Class 1 contains 29082 members 
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	Iteration 146Q: 3 clusters Score -7272640 nChanged 220
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	Iteration 147Q: 3 clusters Score -7272660 nChanged 206
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	Iteration 148Q: 3 clusters Score -7272692 nChanged 203
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	Iteration 149Q: 3 clusters Score -7272690 nChanged 196
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	Iteration 150Q: 3 clusters Score -7272710 nChanged 175
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Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 46449 members 
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	Iteration 151Q: 3 clusters Score -7272734 nChanged 167
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Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7272750 nChanged 179
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Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7272764 nChanged 176
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Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7272784 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7272799 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -7272811.000000 Penalty: 5564.715820
	Iteration 156Q: 3 clusters Score -7272811 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -7272860.500000 Penalty: 5564.715820
	Iteration 157Q: 3 clusters Score -7272860 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -7272856.500000 Penalty: 5564.715820
	Iteration 158Q: 3 clusters Score -7272856 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7272898 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7272918 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7272928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7272956 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -7272961.000000 Penalty: 5564.715820
	Iteration 163Q: 3 clusters Score -7272961 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7272968 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -7273006.000000 Penalty: 5564.715820
	Iteration 165Q: 3 clusters Score -7273006 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7273028 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -7273051.500000 Penalty: 5564.715820
	Iteration 167Q: 3 clusters Score -7273052 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7273077 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -7273094.500000 Penalty: 5564.715820
	Iteration 169Q: 3 clusters Score -7273094 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -7273161.500000 Penalty: 5564.715820
	Iteration 170Q: 3 clusters Score -7273162 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -7273194.500000 Penalty: 5564.715820
	Iteration 171Q: 3 clusters Score -7273194 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -7273247.500000 Penalty: 5564.715820
	Iteration 172Q: 3 clusters Score -7273248 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -7273282.500000 Penalty: 5564.715820
	Iteration 173Q: 3 clusters Score -7273282 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -7273337.000000 Penalty: 5564.715820
	Iteration 174Q: 3 clusters Score -7273337 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -7273398.500000 Penalty: 5564.715820
	Iteration 175Q: 3 clusters Score -7273398 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -7273427.000000 Penalty: 5564.715820
	Iteration 176Q: 3 clusters Score -7273427 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -7273521.500000 Penalty: 5564.715820
	Iteration 177Q: 3 clusters Score -7273522 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -7273601.500000 Penalty: 5564.715820
	Iteration 178Q: 3 clusters Score -7273602 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7273739.500000 Penalty: 5564.715820
	Iteration 179Q: 3 clusters Score -7273740 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -7273909.000000 Penalty: 5564.715820
	Iteration 180F: 3 clusters Score -7273909 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -7274064.000000 Penalty: 5564.715820
	Iteration 181Q: 3 clusters Score -7274064 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -7274288.000000 Penalty: 5564.715820
	Iteration 182Q: 3 clusters Score -7274288 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7274477.000000 Penalty: 5564.715820
	Iteration 183Q: 3 clusters Score -7274477 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7274697.500000 Penalty: 5564.715820
	Iteration 184Q: 3 clusters Score -7274698 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -7275071.500000 Penalty: 5564.715820
	Iteration 185Q: 3 clusters Score -7275072 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7275408.500000 Penalty: 5564.715820
	Iteration 186Q: 3 clusters Score -7275408 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -7275733.000000 Penalty: 5564.715820
	Iteration 187Q: 3 clusters Score -7275733 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7276085 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -7276357.500000 Penalty: 5564.715820
	Iteration 189Q: 3 clusters Score -7276358 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -7276683.000000 Penalty: 5564.715820
	Iteration 190Q: 3 clusters Score -7276683 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -7276967.000000 Penalty: 5564.715820
	Iteration 191Q: 3 clusters Score -7276967 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -7277308.000000 Penalty: 5564.715820
	Iteration 192Q: 3 clusters Score -7277308 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -7277614.500000 Penalty: 5564.715820
	Iteration 193Q: 3 clusters Score -7277614 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -7277903.000000 Penalty: 5564.715820
	Iteration 194Q: 3 clusters Score -7277903 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -7278166.500000 Penalty: 5564.715820
	Iteration 195Q: 3 clusters Score -7278166 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -7278412.500000 Penalty: 5564.715820
	Iteration 196Q: 3 clusters Score -7278412 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -7278592.500000 Penalty: 5564.715820
	Iteration 197Q: 3 clusters Score -7278592 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -7278754.500000 Penalty: 5564.715820
	Iteration 198Q: 3 clusters Score -7278754 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -7278954.000000 Penalty: 5564.715820
	Iteration 199Q: 3 clusters Score -7278954 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -7279106.500000 Penalty: 5564.715820
	Iteration 200F: 3 clusters Score -7279106 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -7279240.000000 Penalty: 5564.715820
	Iteration 201Q: 3 clusters Score -7279240 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -7279320.500000 Penalty: 5564.715820
	Iteration 202Q: 3 clusters Score -7279320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -7279399.500000 Penalty: 5564.715820
	Iteration 203Q: 3 clusters Score -7279400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -7279446.000000 Penalty: 5564.715820
	Iteration 204Q: 3 clusters Score -7279446 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -7279505.500000 Penalty: 5564.715820
	Iteration 205Q: 3 clusters Score -7279506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -7279528.500000 Penalty: 5564.715820
	Iteration 206Q: 3 clusters Score -7279528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -7279575.500000 Penalty: 5564.715820
	Iteration 207Q: 3 clusters Score -7279576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -7279600.000000 Penalty: 5564.715820
	Iteration 208Q: 3 clusters Score -7279600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -7279628.000000 Penalty: 5564.715820
	Iteration 209Q: 3 clusters Score -7279628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -7279665.500000 Penalty: 5564.715820
	Iteration 210Q: 3 clusters Score -7279666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -7279676.000000 Penalty: 5564.715820
	Iteration 211Q: 3 clusters Score -7279676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -7279679.500000 Penalty: 5564.715820
	Iteration 212Q: 3 clusters Score -7279680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -7279692.500000 Penalty: 5564.715820
	Iteration 213Q: 3 clusters Score -7279692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -7279692.500000 Penalty: 5564.715820
	Iteration 214Q: 3 clusters Score -7279692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -7279694.000000 Penalty: 5564.715820
	Iteration 215Q: 3 clusters Score -7279694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -7279700.000000 Penalty: 5564.715820
	Iteration 216Q: 3 clusters Score -7279700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -7279705.500000 Penalty: 5564.715820
	Iteration 217Q: 3 clusters Score -7279706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -7279707.500000 Penalty: 5564.715820
	Iteration 218Q: 3 clusters Score -7279708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -7279708.500000 Penalty: 5564.715820
	Iteration 219Q: 3 clusters Score -7279708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -7279702.500000 Penalty: 5564.715820
	Iteration 220F: 3 clusters Score -7279702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -7279713.500000 Penalty: 5564.715820
	Iteration 221Q: 3 clusters Score -7279714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -7279716.500000 Penalty: 5564.715820
	Iteration 222Q: 3 clusters Score -7279716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -7279716.500000 Penalty: 5564.715820
	Iteration 223Q: 3 clusters Score -7279716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -7279706.500000 Penalty: 5564.715820
	Iteration 224Q: 3 clusters Score -7279706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -7279710.000000 Penalty: 5564.715820
	Iteration 225Q: 3 clusters Score -7279710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -7279708.500000 Penalty: 5564.715820
	Iteration 226Q: 3 clusters Score -7279708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -7279711.000000 Penalty: 5564.715820
	Iteration 227Q: 3 clusters Score -7279711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -7279711.500000 Penalty: 5564.715820
	Iteration 228Q: 3 clusters Score -7279712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -7279719.500000 Penalty: 5564.715820
	Iteration 229Q: 3 clusters Score -7279720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -7279723.500000 Penalty: 5564.715820
	Iteration 230Q: 3 clusters Score -7279724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -7279720.000000 Penalty: 5564.715820
	Iteration 231Q: 3 clusters Score -7279720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -7279716.500000 Penalty: 5564.715820
	Iteration 232Q: 3 clusters Score -7279716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -7279725.000000 Penalty: 5564.715820
	Iteration 233Q: 3 clusters Score -7279725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -7279726.500000 Penalty: 5564.715820
	Iteration 234Q: 3 clusters Score -7279726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -7279732.000000 Penalty: 5564.715820
	Iteration 235Q: 3 clusters Score -7279732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -7279726.000000 Penalty: 5564.715820
	Iteration 236Q: 3 clusters Score -7279726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -7279726.000000 Penalty: 5564.715820
	Iteration 237Q: 3 clusters Score -7279726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -7279725.500000 Penalty: 5564.715820
	Iteration 238Q: 3 clusters Score -7279726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -7279724.500000 Penalty: 5564.715820
	Iteration 239Q: 3 clusters Score -7279724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -7279724.500000 Penalty: 5564.715820
	Iteration 240F: 3 clusters Score -7279724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -217059.296875 Penalty: 1920.653320
	Iteration 0F: 2 clusters Score -217059.3 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 1159 members 
Entering Unmasked Estep 
Score: -214293.468750 Penalty: 3841.306641
	Iteration 0F: 3 clusters Score -214293.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -214940.781250 Penalty: 3841.306641
	Iteration 1F: 3 clusters Score -214940.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215148.875000 Penalty: 3841.306641
	Iteration 2F: 3 clusters Score -215148.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215331.140625 Penalty: 3841.306641
	Iteration 3F: 3 clusters Score -215331.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -215525.359375 Penalty: 3841.306641
	Iteration 4F: 3 clusters Score -215525.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215710.171875 Penalty: 3841.306641
	Iteration 5F: 3 clusters Score -215710.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215838.781250 Penalty: 3841.306641
	Iteration 6Q: 3 clusters Score -215838.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -215921.984375 Penalty: 3841.306641
	Iteration 7Q: 3 clusters Score -215922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -215996.187500 Penalty: 3841.306641
	Iteration 8Q: 3 clusters Score -215996.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -216065.625000 Penalty: 3841.306641
	Iteration 9Q: 3 clusters Score -216065.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -216112.500000 Penalty: 3841.306641
	Iteration 10Q: 3 clusters Score -216112.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -216161.203125 Penalty: 3841.306641
	Iteration 11Q: 3 clusters Score -216161.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -216194.875000 Penalty: 3841.306641
	Iteration 12Q: 3 clusters Score -216194.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -216223.093750 Penalty: 3841.306641
	Iteration 13Q: 3 clusters Score -216223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -216237.578125 Penalty: 3841.306641
	Iteration 14Q: 3 clusters Score -216237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -216250.093750 Penalty: 3841.306641
	Iteration 15Q: 3 clusters Score -216250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -216256.359375 Penalty: 3841.306641
	Iteration 16Q: 3 clusters Score -216256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -216265.562500 Penalty: 3841.306641
	Iteration 17Q: 3 clusters Score -216265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -216269.843750 Penalty: 3841.306641
	Iteration 18Q: 3 clusters Score -216269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -216271.812500 Penalty: 3841.306641
	Iteration 19Q: 3 clusters Score -216271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -216275.765625 Penalty: 3841.306641
	Iteration 20F: 3 clusters Score -216275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -216276.921875 Penalty: 3841.306641
	Iteration 21Q: 3 clusters Score -216276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -216278.468750 Penalty: 3841.306641
	Iteration 22Q: 3 clusters Score -216278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -216281.968750 Penalty: 3841.306641
	Iteration 23Q: 3 clusters Score -216282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216287.031250 Penalty: 3841.306641
	Iteration 24Q: 3 clusters Score -216287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -216291.546875 Penalty: 3841.306641
	Iteration 25Q: 3 clusters Score -216291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -216296.140625 Penalty: 3841.306641
	Iteration 26Q: 3 clusters Score -216296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -216299.531250 Penalty: 3841.306641
	Iteration 27Q: 3 clusters Score -216299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -216299.531250 Penalty: 3841.306641
	Iteration 28F: 3 clusters Score -216299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Entering Unmasked Estep 
Score: -1997877.000000 Penalty: 2464.464844
	Iteration 0F: 2 clusters Score -1997877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1983295.625000 Penalty: 4928.929688
	Iteration 0F: 3 clusters Score -1983296 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1988243.750000 Penalty: 4928.929688
	Iteration 1F: 3 clusters Score -1988244 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1988829.000000 Penalty: 4928.929688
	Iteration 2F: 3 clusters Score -1988829 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1989592.750000 Penalty: 4928.929688
	Iteration 3F: 3 clusters Score -1989593 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1990623.875000 Penalty: 4928.929688
	Iteration 4F: 3 clusters Score -1990624 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1991855.375000 Penalty: 4928.929688
	Iteration 5F: 3 clusters Score -1991855 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1992969.250000 Penalty: 4928.929688
	Iteration 6F: 3 clusters Score -1992969 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1993786.500000 Penalty: 4928.929688
	Iteration 7F: 3 clusters Score -1993786 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1994381.250000 Penalty: 4928.929688
	Iteration 8Q: 3 clusters Score -1994381 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1994827.500000 Penalty: 4928.929688
	Iteration 9Q: 3 clusters Score -1994828 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1995150.250000 Penalty: 4928.929688
	Iteration 10Q: 3 clusters Score -1995150 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1995339.000000 Penalty: 4928.929688
	Iteration 11Q: 3 clusters Score -1995339 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1995483.000000 Penalty: 4928.929688
	Iteration 12Q: 3 clusters Score -1995483 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1995599.875000 Penalty: 4928.929688
	Iteration 13Q: 3 clusters Score -1995600 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1995699.125000 Penalty: 4928.929688
	Iteration 14Q: 3 clusters Score -1995699 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1995774.750000 Penalty: 4928.929688
	Iteration 15Q: 3 clusters Score -1995775 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1995842.625000 Penalty: 4928.929688
	Iteration 16Q: 3 clusters Score -1995843 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1995886.000000 Penalty: 4928.929688
	Iteration 17Q: 3 clusters Score -1995886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1995915.375000 Penalty: 4928.929688
	Iteration 18Q: 3 clusters Score -1995915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1995939.500000 Penalty: 4928.929688
	Iteration 19Q: 3 clusters Score -1995940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1995965.375000 Penalty: 4928.929688
	Iteration 20F: 3 clusters Score -1995965 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1995978.250000 Penalty: 4928.929688
	Iteration 21Q: 3 clusters Score -1995978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1995993.250000 Penalty: 4928.929688
	Iteration 22Q: 3 clusters Score -1995993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1996003.125000 Penalty: 4928.929688
	Iteration 23Q: 3 clusters Score -1996003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1996006.250000 Penalty: 4928.929688
	Iteration 24Q: 3 clusters Score -1996006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1996015.500000 Penalty: 4928.929688
	Iteration 25Q: 3 clusters Score -1996016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1996026.250000 Penalty: 4928.929688
	Iteration 26Q: 3 clusters Score -1996026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1996023.875000 Penalty: 4928.929688
	Iteration 27Q: 3 clusters Score -1996024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1996029.375000 Penalty: 4928.929688
	Iteration 28Q: 3 clusters Score -1996029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1996032.375000 Penalty: 4928.929688
	Iteration 29Q: 3 clusters Score -1996032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1996042.000000 Penalty: 4928.929688
	Iteration 30Q: 3 clusters Score -1996042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1996041.250000 Penalty: 4928.929688
	Iteration 31Q: 3 clusters Score -1996041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1996043.000000 Penalty: 4928.929688
	Iteration 32Q: 3 clusters Score -1996043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1996051.875000 Penalty: 4928.929688
	Iteration 33Q: 3 clusters Score -1996052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1996052.250000 Penalty: 4928.929688
	Iteration 34Q: 3 clusters Score -1996052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1996051.250000 Penalty: 4928.929688
	Iteration 35Q: 3 clusters Score -1996051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1996056.500000 Penalty: 4928.929688
	Iteration 36Q: 3 clusters Score -1996056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1996059.375000 Penalty: 4928.929688
	Iteration 37Q: 3 clusters Score -1996059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1996055.375000 Penalty: 4928.929688
	Iteration 38Q: 3 clusters Score -1996055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1996056.250000 Penalty: 4928.929688
	Iteration 39Q: 3 clusters Score -1996056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1996054.000000 Penalty: 4928.929688
	Iteration 40F: 3 clusters Score -1996054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1996053.875000 Penalty: 4928.929688
	Iteration 41Q: 3 clusters Score -1996054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1996049.125000 Penalty: 4928.929688
	Iteration 42Q: 3 clusters Score -1996049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1996056.000000 Penalty: 4928.929688
	Iteration 43Q: 3 clusters Score -1996056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1996054.500000 Penalty: 4928.929688
	Iteration 44Q: 3 clusters Score -1996054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1996055.500000 Penalty: 4928.929688
	Iteration 45Q: 3 clusters Score -1996056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1996056.250000 Penalty: 4928.929688
	Iteration 46Q: 3 clusters Score -1996056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1996057.750000 Penalty: 4928.929688
	Iteration 47Q: 3 clusters Score -1996058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1996062.125000 Penalty: 4928.929688
	Iteration 48Q: 3 clusters Score -1996062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1996060.250000 Penalty: 4928.929688
	Iteration 49Q: 3 clusters Score -1996060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1996058.625000 Penalty: 4928.929688
	Iteration 50Q: 3 clusters Score -1996059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1996060.375000 Penalty: 4928.929688
	Iteration 51Q: 3 clusters Score -1996060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1996062.625000 Penalty: 4928.929688
	Iteration 52Q: 3 clusters Score -1996063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1996062.625000 Penalty: 4928.929688
	Iteration 53Q: 3 clusters Score -1996063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1996063.625000 Penalty: 4928.929688
	Iteration 54Q: 3 clusters Score -1996064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1996063.625000 Penalty: 4928.929688
	Iteration 55F: 3 clusters Score -1996064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Entering Unmasked Estep 
Score: -1908530.375000 Penalty: 2461.571045
	Iteration 0F: 2 clusters Score -1908530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1894051.375000 Penalty: 4923.142090
	Iteration 0F: 3 clusters Score -1894051 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1899092.375000 Penalty: 4923.142090
	Iteration 1F: 3 clusters Score -1899092 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1899796.125000 Penalty: 4923.142090
	Iteration 2F: 3 clusters Score -1899796 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1900472.000000 Penalty: 4923.142090
	Iteration 3F: 3 clusters Score -1900472 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1901070.250000 Penalty: 4923.142090
	Iteration 4F: 3 clusters Score -1901070 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1901604.250000 Penalty: 4923.142090
	Iteration 5F: 3 clusters Score -1901604 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1902067.000000 Penalty: 4923.142090
	Iteration 6Q: 3 clusters Score -1902067 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1902478.500000 Penalty: 4923.142090
	Iteration 7Q: 3 clusters Score -1902478 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1902854.875000 Penalty: 4923.142090
	Iteration 8Q: 3 clusters Score -1902855 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1903266.375000 Penalty: 4923.142090
	Iteration 9Q: 3 clusters Score -1903266 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1903715.375000 Penalty: 4923.142090
	Iteration 10Q: 3 clusters Score -1903715 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1904117.875000 Penalty: 4923.142090
	Iteration 11Q: 3 clusters Score -1904118 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1904470.000000 Penalty: 4923.142090
	Iteration 12Q: 3 clusters Score -1904470 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1904776.750000 Penalty: 4923.142090
	Iteration 13Q: 3 clusters Score -1904777 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1905053.375000 Penalty: 4923.142090
	Iteration 14Q: 3 clusters Score -1905053 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1905332.250000 Penalty: 4923.142090
	Iteration 15Q: 3 clusters Score -1905332 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1905622.375000 Penalty: 4923.142090
	Iteration 16Q: 3 clusters Score -1905622 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1905930.125000 Penalty: 4923.142090
	Iteration 17Q: 3 clusters Score -1905930 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1906250.125000 Penalty: 4923.142090
	Iteration 18Q: 3 clusters Score -1906250 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1906544.625000 Penalty: 4923.142090
	Iteration 19Q: 3 clusters Score -1906545 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1906799.875000 Penalty: 4923.142090
	Iteration 20F: 3 clusters Score -1906800 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1907034.375000 Penalty: 4923.142090
	Iteration 21Q: 3 clusters Score -1907034 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1907251.125000 Penalty: 4923.142090
	Iteration 22Q: 3 clusters Score -1907251 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1907420.125000 Penalty: 4923.142090
	Iteration 23Q: 3 clusters Score -1907420 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1907556.375000 Penalty: 4923.142090
	Iteration 24Q: 3 clusters Score -1907556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1907650.625000 Penalty: 4923.142090
	Iteration 25Q: 3 clusters Score -1907651 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1907729.625000 Penalty: 4923.142090
	Iteration 26Q: 3 clusters Score -1907730 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1907773.125000 Penalty: 4923.142090
	Iteration 27Q: 3 clusters Score -1907773 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1907813.000000 Penalty: 4923.142090
	Iteration 28Q: 3 clusters Score -1907813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1907843.375000 Penalty: 4923.142090
	Iteration 29Q: 3 clusters Score -1907843 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1907868.750000 Penalty: 4923.142090
	Iteration 30Q: 3 clusters Score -1907869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1907896.875000 Penalty: 4923.142090
	Iteration 31Q: 3 clusters Score -1907897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1907921.625000 Penalty: 4923.142090
	Iteration 32Q: 3 clusters Score -1907922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1907944.875000 Penalty: 4923.142090
	Iteration 33Q: 3 clusters Score -1907945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1907962.875000 Penalty: 4923.142090
	Iteration 34Q: 3 clusters Score -1907963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1907973.750000 Penalty: 4923.142090
	Iteration 35Q: 3 clusters Score -1907974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1907981.375000 Penalty: 4923.142090
	Iteration 36Q: 3 clusters Score -1907981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1907992.375000 Penalty: 4923.142090
	Iteration 37Q: 3 clusters Score -1907992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1907999.625000 Penalty: 4923.142090
	Iteration 38Q: 3 clusters Score -1908000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1908008.750000 Penalty: 4923.142090
	Iteration 39Q: 3 clusters Score -1908009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1908011.875000 Penalty: 4923.142090
	Iteration 40F: 3 clusters Score -1908012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1908014.000000 Penalty: 4923.142090
	Iteration 41Q: 3 clusters Score -1908014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1908017.250000 Penalty: 4923.142090
	Iteration 42Q: 3 clusters Score -1908017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1908013.625000 Penalty: 4923.142090
	Iteration 43Q: 3 clusters Score -1908014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1908015.375000 Penalty: 4923.142090
	Iteration 44Q: 3 clusters Score -1908015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1908020.750000 Penalty: 4923.142090
	Iteration 45Q: 3 clusters Score -1908021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1908022.250000 Penalty: 4923.142090
	Iteration 46Q: 3 clusters Score -1908022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1908022.875000 Penalty: 4923.142090
	Iteration 47Q: 3 clusters Score -1908023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1908021.625000 Penalty: 4923.142090
	Iteration 48Q: 3 clusters Score -1908022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1908026.625000 Penalty: 4923.142090
	Iteration 49Q: 3 clusters Score -1908027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1908025.125000 Penalty: 4923.142090
	Iteration 50Q: 3 clusters Score -1908025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1908025.500000 Penalty: 4923.142090
	Iteration 51Q: 3 clusters Score -1908026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1908026.750000 Penalty: 4923.142090
	Iteration 52Q: 3 clusters Score -1908027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1908026.750000 Penalty: 4923.142090
	Iteration 53Q: 3 clusters Score -1908027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1908026.750000 Penalty: 4923.142090
	Iteration 54F: 3 clusters Score -1908027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Entering Unmasked Estep 
Score: -970957.875000 Penalty: 2274.917236
	Iteration 0F: 2 clusters Score -970957.9 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 4708 members 
Entering Unmasked Estep 
Score: -963517.437500 Penalty: 4549.834473
	Iteration 0F: 3 clusters Score -963517.4 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -965630.937500 Penalty: 4549.834473
	Iteration 1F: 3 clusters Score -965630.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -965892.750000 Penalty: 4549.834473
	Iteration 2F: 3 clusters Score -965892.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -966082.187500 Penalty: 4549.834473
	Iteration 3Q: 3 clusters Score -966082.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -966232.750000 Penalty: 4549.834473
	Iteration 4Q: 3 clusters Score -966232.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -966377.500000 Penalty: 4549.834473
	Iteration 5Q: 3 clusters Score -966377.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -966513.687500 Penalty: 4549.834473
	Iteration 6Q: 3 clusters Score -966513.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -966644.687500 Penalty: 4549.834473
	Iteration 7Q: 3 clusters Score -966644.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -966790.250000 Penalty: 4549.834473
	Iteration 8Q: 3 clusters Score -966790.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -966968.812500 Penalty: 4549.834473
	Iteration 9Q: 3 clusters Score -966968.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -967161.187500 Penalty: 4549.834473
	Iteration 10Q: 3 clusters Score -967161.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -967365.125000 Penalty: 4549.834473
	Iteration 11Q: 3 clusters Score -967365.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -967559.125000 Penalty: 4549.834473
	Iteration 12Q: 3 clusters Score -967559.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -967780.125000 Penalty: 4549.834473
	Iteration 13Q: 3 clusters Score -967780.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -967984.937500 Penalty: 4549.834473
	Iteration 14Q: 3 clusters Score -967984.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -968193.625000 Penalty: 4549.834473
	Iteration 15Q: 3 clusters Score -968193.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -968383.187500 Penalty: 4549.834473
	Iteration 16Q: 3 clusters Score -968383.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -968514.312500 Penalty: 4549.834473
	Iteration 17Q: 3 clusters Score -968514.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -968616.937500 Penalty: 4549.834473
	Iteration 18Q: 3 clusters Score -968616.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -968698.937500 Penalty: 4549.834473
	Iteration 19Q: 3 clusters Score -968698.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -968754.937500 Penalty: 4549.834473
	Iteration 20F: 3 clusters Score -968754.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -968810.625000 Penalty: 4549.834473
	Iteration 21Q: 3 clusters Score -968810.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -968859.375000 Penalty: 4549.834473
	Iteration 22Q: 3 clusters Score -968859.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -968891.625000 Penalty: 4549.834473
	Iteration 23Q: 3 clusters Score -968891.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -968915.500000 Penalty: 4549.834473
	Iteration 24Q: 3 clusters Score -968915.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -968931.250000 Penalty: 4549.834473
	Iteration 25Q: 3 clusters Score -968931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -968947.125000 Penalty: 4549.834473
	Iteration 26Q: 3 clusters Score -968947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -968963.437500 Penalty: 4549.834473
	Iteration 27Q: 3 clusters Score -968963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -968980.500000 Penalty: 4549.834473
	Iteration 28Q: 3 clusters Score -968980.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -968993.500000 Penalty: 4549.834473
	Iteration 29Q: 3 clusters Score -968993.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -969000.562500 Penalty: 4549.834473
	Iteration 30Q: 3 clusters Score -969000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -969005.000000 Penalty: 4549.834473
	Iteration 31Q: 3 clusters Score -969005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -969008.937500 Penalty: 4549.834473
	Iteration 32Q: 3 clusters Score -969008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -969009.250000 Penalty: 4549.834473
	Iteration 33Q: 3 clusters Score -969009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -969013.750000 Penalty: 4549.834473
	Iteration 34Q: 3 clusters Score -969013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -969016.000000 Penalty: 4549.834473
	Iteration 35Q: 3 clusters Score -969016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -969019.187500 Penalty: 4549.834473
	Iteration 36Q: 3 clusters Score -969019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -969020.000000 Penalty: 4549.834473
	Iteration 37Q: 3 clusters Score -969020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -969020.000000 Penalty: 4549.834473
	Iteration 38F: 3 clusters Score -969020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -179457.453125 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -179457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -176914.046875 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -176914 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177393.515625 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -177393.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -177525.015625 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -177525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177600.109375 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -177600.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -177642.234375 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -177642.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177668.218750 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -177668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -177687.421875 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -177687.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -177700.484375 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -177700.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -177710.812500 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -177710.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -177719.875000 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -177719.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177729.750000 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -177729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177735.250000 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -177735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -177739.468750 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -177739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -177742.750000 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -177742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177745.843750 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -177745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177747.812500 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -177747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177747.828125 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -177747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -177748.281250 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -177748.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -177748.281250 Penalty: 3742.775391
	Iteration 18F: 3 clusters Score -177748.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1062229.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1054276.125000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1054276 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1056480.500000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1056480 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1056738.375000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1056738 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1056908.000000 Penalty: 4592.056152
	Iteration 3Q: 3 clusters Score -1056908 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1057050.625000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -1057051 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1057182.375000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -1057182 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1057282.875000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1057283 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1057373.500000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1057374 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1057454.375000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1057454 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1057525.750000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1057526 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1057601.000000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1057601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1057668.000000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1057668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1057740.625000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1057741 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1057828.875000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1057829 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1057945.250000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1057945 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1058082.750000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1058083 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1058238.250000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1058238 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1058423.125000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1058423 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1058647.750000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1058648 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1058901.500000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1058902 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1059204.500000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1059204 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1059476.125000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1059476 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1059699.000000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1059699 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1059849.500000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1059850 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1059964.000000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1059964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1060050.875000 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -1060051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1060113.875000 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -1060114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1060166.625000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -1060167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1060214.500000 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -1060214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1060248.500000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -1060248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1060267.625000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -1060268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1060279.125000 Penalty: 4592.056152
	Iteration 31Q: 3 clusters Score -1060279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1060286.625000 Penalty: 4592.056152
	Iteration 32Q: 3 clusters Score -1060287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1060292.500000 Penalty: 4592.056152
	Iteration 33Q: 3 clusters Score -1060292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1060295.750000 Penalty: 4592.056152
	Iteration 34Q: 3 clusters Score -1060296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1060300.750000 Penalty: 4592.056152
	Iteration 35Q: 3 clusters Score -1060301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1060309.750000 Penalty: 4592.056152
	Iteration 36Q: 3 clusters Score -1060310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1060313.625000 Penalty: 4592.056152
	Iteration 37Q: 3 clusters Score -1060314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1060317.625000 Penalty: 4592.056152
	Iteration 38Q: 3 clusters Score -1060318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1060319.500000 Penalty: 4592.056152
	Iteration 39Q: 3 clusters Score -1060320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1060322.000000 Penalty: 4592.056152
	Iteration 40F: 3 clusters Score -1060322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1060324.500000 Penalty: 4592.056152
	Iteration 41Q: 3 clusters Score -1060324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1060326.250000 Penalty: 4592.056152
	Iteration 42Q: 3 clusters Score -1060326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1060328.625000 Penalty: 4592.056152
	Iteration 43Q: 3 clusters Score -1060329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1060331.750000 Penalty: 4592.056152
	Iteration 44Q: 3 clusters Score -1060332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1060329.125000 Penalty: 4592.056152
	Iteration 45Q: 3 clusters Score -1060329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1060329.125000 Penalty: 4592.056152
	Iteration 46F: 3 clusters Score -1060329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Entering Unmasked Estep 
Score: -3151250.500000 Penalty: 2577.703857
	Iteration 0F: 2 clusters Score -3151250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3128888.000000 Penalty: 5155.407715
	Iteration 0F: 3 clusters Score -3128888 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3136918.750000 Penalty: 5155.407715
	Iteration 1F: 3 clusters Score -3136919 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3137414.750000 Penalty: 5155.407715
	Iteration 2Q: 3 clusters Score -3137415 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3137880.250000 Penalty: 5155.407715
	Iteration 3Q: 3 clusters Score -3137880 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3138369.250000 Penalty: 5155.407715
	Iteration 4Q: 3 clusters Score -3138369 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3138907.500000 Penalty: 5155.407715
	Iteration 5Q: 3 clusters Score -3138908 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3139530.750000 Penalty: 5155.407715
	Iteration 6Q: 3 clusters Score -3139531 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3140294.500000 Penalty: 5155.407715
	Iteration 7Q: 3 clusters Score -3140294 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3141277.250000 Penalty: 5155.407715
	Iteration 8F: 3 clusters Score -3141277 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3142559.750000 Penalty: 5155.407715
	Iteration 9F: 3 clusters Score -3142560 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3144098.000000 Penalty: 5155.407715
	Iteration 10F: 3 clusters Score -3144098 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3145626.000000 Penalty: 5155.407715
	Iteration 11F: 3 clusters Score -3145626 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3146937.500000 Penalty: 5155.407715
	Iteration 12Q: 3 clusters Score -3146938 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3147833.750000 Penalty: 5155.407715
	Iteration 13Q: 3 clusters Score -3147834 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3148392.500000 Penalty: 5155.407715
	Iteration 14Q: 3 clusters Score -3148392 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3148666.000000 Penalty: 5155.407715
	Iteration 15Q: 3 clusters Score -3148666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -3148814.500000 Penalty: 5155.407715
	Iteration 16Q: 3 clusters Score -3148814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3148880.500000 Penalty: 5155.407715
	Iteration 17Q: 3 clusters Score -3148880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -3148928.250000 Penalty: 5155.407715
	Iteration 18Q: 3 clusters Score -3148928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -3148963.750000 Penalty: 5155.407715
	Iteration 19Q: 3 clusters Score -3148964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -3148986.500000 Penalty: 5155.407715
	Iteration 20F: 3 clusters Score -3148986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -3148997.750000 Penalty: 5155.407715
	Iteration 21Q: 3 clusters Score -3148998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3149009.000000 Penalty: 5155.407715
	Iteration 22Q: 3 clusters Score -3149009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3149014.000000 Penalty: 5155.407715
	Iteration 23Q: 3 clusters Score -3149014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -3149025.500000 Penalty: 5155.407715
	Iteration 24Q: 3 clusters Score -3149026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3149040.500000 Penalty: 5155.407715
	Iteration 25Q: 3 clusters Score -3149040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3149041.500000 Penalty: 5155.407715
	Iteration 26Q: 3 clusters Score -3149042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3149048.250000 Penalty: 5155.407715
	Iteration 27Q: 3 clusters Score -3149048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3149052.500000 Penalty: 5155.407715
	Iteration 28Q: 3 clusters Score -3149052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3149057.250000 Penalty: 5155.407715
	Iteration 29Q: 3 clusters Score -3149057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3149059.250000 Penalty: 5155.407715
	Iteration 30Q: 3 clusters Score -3149059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3149061.500000 Penalty: 5155.407715
	Iteration 31Q: 3 clusters Score -3149062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3149063.500000 Penalty: 5155.407715
	Iteration 32Q: 3 clusters Score -3149064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3149072.000000 Penalty: 5155.407715
	Iteration 33Q: 3 clusters Score -3149072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3149070.500000 Penalty: 5155.407715
	Iteration 34Q: 3 clusters Score -3149070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -3149070.500000 Penalty: 5155.407715
	Iteration 35F: 3 clusters Score -3149070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -274255.468750 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -274255.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -271107.468750 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -271107.5 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -271786.750000 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -271786.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -271947.593750 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -271947.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -272052.625000 Penalty: 3955.026855
	Iteration 3Q: 3 clusters Score -272052.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -272126.531250 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -272126.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -272188.718750 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -272188.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -272229.000000 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -272229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -272253.437500 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -272253.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -272282.218750 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -272282.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -272305.281250 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -272305.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -272333.218750 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -272333.2 nChanged 45
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: -272362.468750 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -272362.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -272389.937500 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -272389.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -272412.250000 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -272412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -272426.125000 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -272426.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -272438.437500 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -272438.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -272448.093750 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -272448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -272452.687500 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -272452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -272455.437500 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -272455.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -272459.437500 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -272459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -272462.812500 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -272462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -272466.625000 Penalty: 3955.026855
	Iteration 21Q: 3 clusters Score -272466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -272472.500000 Penalty: 3955.026855
	Iteration 22Q: 3 clusters Score -272472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -272475.562500 Penalty: 3955.026855
	Iteration 23Q: 3 clusters Score -272475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -272480.125000 Penalty: 3955.026855
	Iteration 24Q: 3 clusters Score -272480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -272486.093750 Penalty: 3955.026855
	Iteration 25Q: 3 clusters Score -272486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -272492.687500 Penalty: 3955.026855
	Iteration 26Q: 3 clusters Score -272492.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -272497.562500 Penalty: 3955.026855
	Iteration 27Q: 3 clusters Score -272497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -272501.562500 Penalty: 3955.026855
	Iteration 28Q: 3 clusters Score -272501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -272504.375000 Penalty: 3955.026855
	Iteration 29Q: 3 clusters Score -272504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -272509.750000 Penalty: 3955.026855
	Iteration 30Q: 3 clusters Score -272509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -272515.406250 Penalty: 3955.026855
	Iteration 31Q: 3 clusters Score -272515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -272521.562500 Penalty: 3955.026855
	Iteration 32Q: 3 clusters Score -272521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -272526.031250 Penalty: 3955.026855
	Iteration 33Q: 3 clusters Score -272526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -272528.375000 Penalty: 3955.026855
	Iteration 34Q: 3 clusters Score -272528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -272529.093750 Penalty: 3955.026855
	Iteration 35Q: 3 clusters Score -272529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -272530.281250 Penalty: 3955.026855
	Iteration 36Q: 3 clusters Score -272530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -272531.593750 Penalty: 3955.026855
	Iteration 37Q: 3 clusters Score -272531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -272532.218750 Penalty: 3955.026855
	Iteration 38Q: 3 clusters Score -272532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -272532.218750 Penalty: 3955.026855
	Iteration 39F: 3 clusters Score -272532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -339506.187500 Penalty: 2027.396240
	Iteration 0F: 2 clusters Score -339506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -335925.031250 Penalty: 4054.792480
	Iteration 0F: 3 clusters Score -335925 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -336702.062500 Penalty: 4054.792480
	Iteration 1F: 3 clusters Score -336702.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -336880.312500 Penalty: 4054.792480
	Iteration 2F: 3 clusters Score -336880.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -336974.281250 Penalty: 4054.792480
	Iteration 3Q: 3 clusters Score -336974.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -337030.937500 Penalty: 4054.792480
	Iteration 4Q: 3 clusters Score -337030.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -337080.750000 Penalty: 4054.792480
	Iteration 5Q: 3 clusters Score -337080.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -337126.468750 Penalty: 4054.792480
	Iteration 6Q: 3 clusters Score -337126.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -337174.281250 Penalty: 4054.792480
	Iteration 7Q: 3 clusters Score -337174.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337218.562500 Penalty: 4054.792480
	Iteration 8Q: 3 clusters Score -337218.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -337253.218750 Penalty: 4054.792480
	Iteration 9Q: 3 clusters Score -337253.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -337282.593750 Penalty: 4054.792480
	Iteration 10Q: 3 clusters Score -337282.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -337308.000000 Penalty: 4054.792480
	Iteration 11Q: 3 clusters Score -337308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -337347.750000 Penalty: 4054.792480
	Iteration 12Q: 3 clusters Score -337347.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -337388.125000 Penalty: 4054.792480
	Iteration 13Q: 3 clusters Score -337388.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -337427.062500 Penalty: 4054.792480
	Iteration 14Q: 3 clusters Score -337427.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -337466.031250 Penalty: 4054.792480
	Iteration 15Q: 3 clusters Score -337466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -337507.937500 Penalty: 4054.792480
	Iteration 16Q: 3 clusters Score -337507.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337552.593750 Penalty: 4054.792480
	Iteration 17Q: 3 clusters Score -337552.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -337591.281250 Penalty: 4054.792480
	Iteration 18Q: 3 clusters Score -337591.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -337635.156250 Penalty: 4054.792480
	Iteration 19Q: 3 clusters Score -337635.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337683.812500 Penalty: 4054.792480
	Iteration 20F: 3 clusters Score -337683.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -337726.468750 Penalty: 4054.792480
	Iteration 21Q: 3 clusters Score -337726.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -337760.437500 Penalty: 4054.792480
	Iteration 22Q: 3 clusters Score -337760.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -337782.031250 Penalty: 4054.792480
	Iteration 23Q: 3 clusters Score -337782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -337809.406250 Penalty: 4054.792480
	Iteration 24Q: 3 clusters Score -337809.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337837.218750 Penalty: 4054.792480
	Iteration 25Q: 3 clusters Score -337837.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337858.843750 Penalty: 4054.792480
	Iteration 26Q: 3 clusters Score -337858.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -337878.843750 Penalty: 4054.792480
	Iteration 27Q: 3 clusters Score -337878.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -337898.062500 Penalty: 4054.792480
	Iteration 28Q: 3 clusters Score -337898.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -337914.906250 Penalty: 4054.792480
	Iteration 29Q: 3 clusters Score -337914.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -337929.812500 Penalty: 4054.792480
	Iteration 30Q: 3 clusters Score -337929.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -337937.625000 Penalty: 4054.792480
	Iteration 31Q: 3 clusters Score -337937.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -337945.312500 Penalty: 4054.792480
	Iteration 32Q: 3 clusters Score -337945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -337949.562500 Penalty: 4054.792480
	Iteration 33Q: 3 clusters Score -337949.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -337953.500000 Penalty: 4054.792480
	Iteration 34Q: 3 clusters Score -337953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -337957.218750 Penalty: 4054.792480
	Iteration 35Q: 3 clusters Score -337957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -337962.250000 Penalty: 4054.792480
	Iteration 36Q: 3 clusters Score -337962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -337971.250000 Penalty: 4054.792480
	Iteration 37Q: 3 clusters Score -337971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -337974.031250 Penalty: 4054.792480
	Iteration 38Q: 3 clusters Score -337974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -337977.000000 Penalty: 4054.792480
	Iteration 39Q: 3 clusters Score -337977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -337977.500000 Penalty: 4054.792480
	Iteration 40F: 3 clusters Score -337977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -279922.125000 Penalty: 1988.374023
	Iteration 0F: 2 clusters Score -279922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -276691.375000 Penalty: 3976.748047
	Iteration 0F: 3 clusters Score -276691.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -277365.687500 Penalty: 3976.748047
	Iteration 1F: 3 clusters Score -277365.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -277527.875000 Penalty: 3976.748047
	Iteration 2F: 3 clusters Score -277527.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -277621.031250 Penalty: 3976.748047
	Iteration 3Q: 3 clusters Score -277621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -277687.468750 Penalty: 3976.748047
	Iteration 4Q: 3 clusters Score -277687.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -277759.375000 Penalty: 3976.748047
	Iteration 5Q: 3 clusters Score -277759.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -277818.625000 Penalty: 3976.748047
	Iteration 6Q: 3 clusters Score -277818.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -277858.812500 Penalty: 3976.748047
	Iteration 7Q: 3 clusters Score -277858.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -277892.656250 Penalty: 3976.748047
	Iteration 8Q: 3 clusters Score -277892.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -277932.437500 Penalty: 3976.748047
	Iteration 9Q: 3 clusters Score -277932.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -277967.406250 Penalty: 3976.748047
	Iteration 10Q: 3 clusters Score -277967.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -277996.718750 Penalty: 3976.748047
	Iteration 11Q: 3 clusters Score -277996.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -278036.250000 Penalty: 3976.748047
	Iteration 12Q: 3 clusters Score -278036.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -278090.125000 Penalty: 3976.748047
	Iteration 13Q: 3 clusters Score -278090.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -278132.843750 Penalty: 3976.748047
	Iteration 14Q: 3 clusters Score -278132.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -278182.031250 Penalty: 3976.748047
	Iteration 15Q: 3 clusters Score -278182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -278223.750000 Penalty: 3976.748047
	Iteration 16Q: 3 clusters Score -278223.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -278263.187500 Penalty: 3976.748047
	Iteration 17Q: 3 clusters Score -278263.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -278290.593750 Penalty: 3976.748047
	Iteration 18Q: 3 clusters Score -278290.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -278312.500000 Penalty: 3976.748047
	Iteration 19Q: 3 clusters Score -278312.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -278333.781250 Penalty: 3976.748047
	Iteration 20F: 3 clusters Score -278333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -278352.593750 Penalty: 3976.748047
	Iteration 21Q: 3 clusters Score -278352.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -278377.781250 Penalty: 3976.748047
	Iteration 22Q: 3 clusters Score -278377.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -278395.750000 Penalty: 3976.748047
	Iteration 23Q: 3 clusters Score -278395.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -278404.906250 Penalty: 3976.748047
	Iteration 24Q: 3 clusters Score -278404.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -278410.093750 Penalty: 3976.748047
	Iteration 25Q: 3 clusters Score -278410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -278416.656250 Penalty: 3976.748047
	Iteration 26Q: 3 clusters Score -278416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -278419.625000 Penalty: 3976.748047
	Iteration 27Q: 3 clusters Score -278419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -278420.781250 Penalty: 3976.748047
	Iteration 28Q: 3 clusters Score -278420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -278422.250000 Penalty: 3976.748047
	Iteration 29Q: 3 clusters Score -278422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -278426.312500 Penalty: 3976.748047
	Iteration 30Q: 3 clusters Score -278426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -278433.875000 Penalty: 3976.748047
	Iteration 31Q: 3 clusters Score -278433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -278437.031250 Penalty: 3976.748047
	Iteration 32Q: 3 clusters Score -278437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -278439.562500 Penalty: 3976.748047
	Iteration 33Q: 3 clusters Score -278439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -278443.562500 Penalty: 3976.748047
	Iteration 34Q: 3 clusters Score -278443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -278447.218750 Penalty: 3976.748047
	Iteration 35Q: 3 clusters Score -278447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -278452.968750 Penalty: 3976.748047
	Iteration 36Q: 3 clusters Score -278453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -278459.312500 Penalty: 3976.748047
	Iteration 37Q: 3 clusters Score -278459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -278462.875000 Penalty: 3976.748047
	Iteration 38Q: 3 clusters Score -278462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -278465.562500 Penalty: 3976.748047
	Iteration 39Q: 3 clusters Score -278465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -278469.343750 Penalty: 3976.748047
	Iteration 40F: 3 clusters Score -278469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -278474.437500 Penalty: 3976.748047
	Iteration 41Q: 3 clusters Score -278474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -278477.906250 Penalty: 3976.748047
	Iteration 42Q: 3 clusters Score -278477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -278479.718750 Penalty: 3976.748047
	Iteration 43Q: 3 clusters Score -278479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -278480.937500 Penalty: 3976.748047
	Iteration 44Q: 3 clusters Score -278480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -278481.062500 Penalty: 3976.748047
	Iteration 45Q: 3 clusters Score -278481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -278481.062500 Penalty: 3976.748047
	Iteration 46F: 3 clusters Score -278481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -706116.125000 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -706116.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -700040.187500 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -700040.2 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -701677.562500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -701677.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -701919.000000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -701919 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -702044.375000 Penalty: 4417.302246
	Iteration 3Q: 3 clusters Score -702044.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -702134.500000 Penalty: 4417.302246
	Iteration 4Q: 3 clusters Score -702134.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -702206.937500 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -702206.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -702256.125000 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -702256.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -702304.812500 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -702304.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -702354.625000 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -702354.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -702411.062500 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -702411.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -702464.000000 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -702464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -702529.062500 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -702529.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -702592.125000 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -702592.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -702677.250000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -702677.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -702782.062500 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -702782.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -702909.375000 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -702909.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -703044.000000 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -703044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -703193.937500 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -703193.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -703323.375000 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -703323.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -703469.250000 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -703469.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -703614.125000 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -703614.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -703758.750000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -703758.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -703911.312500 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -703911.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -704068.687500 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -704068.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -704180.437500 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -704180.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -704254.187500 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -704254.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -704300.812500 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -704300.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -704333.812500 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -704333.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -704358.187500 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -704358.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -704377.562500 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -704377.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -704388.750000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -704388.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -704401.187500 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -704401.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -704413.250000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -704413.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -704421.375000 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -704421.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -704431.187500 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -704431.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -704435.062500 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -704435.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -704442.250000 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -704442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -704452.500000 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -704452.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -704452.750000 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -704452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -704458.000000 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -704458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -704464.625000 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -704464.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -704470.937500 Penalty: 4417.302246
	Iteration 41Q: 3 clusters Score -704470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -704475.000000 Penalty: 4417.302246
	Iteration 42Q: 3 clusters Score -704475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -704481.375000 Penalty: 4417.302246
	Iteration 43Q: 3 clusters Score -704481.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -704483.250000 Penalty: 4417.302246
	Iteration 44Q: 3 clusters Score -704483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -704484.687500 Penalty: 4417.302246
	Iteration 45Q: 3 clusters Score -704484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -704488.875000 Penalty: 4417.302246
	Iteration 46Q: 3 clusters Score -704488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -704490.375000 Penalty: 4417.302246
	Iteration 47Q: 3 clusters Score -704490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -704491.562500 Penalty: 4417.302246
	Iteration 48Q: 3 clusters Score -704491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -704496.187500 Penalty: 4417.302246
	Iteration 49Q: 3 clusters Score -704496.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -704499.187500 Penalty: 4417.302246
	Iteration 50Q: 3 clusters Score -704499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -704501.125000 Penalty: 4417.302246
	Iteration 51Q: 3 clusters Score -704501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -704502.812500 Penalty: 4417.302246
	Iteration 52Q: 3 clusters Score -704502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -704503.187500 Penalty: 4417.302246
	Iteration 53Q: 3 clusters Score -704503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -704504.687500 Penalty: 4417.302246
	Iteration 54Q: 3 clusters Score -704504.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -704506.625000 Penalty: 4417.302246
	Iteration 55Q: 3 clusters Score -704506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -704508.125000 Penalty: 4417.302246
	Iteration 56Q: 3 clusters Score -704508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -704506.875000 Penalty: 4417.302246
	Iteration 57Q: 3 clusters Score -704506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -704508.687500 Penalty: 4417.302246
	Iteration 58Q: 3 clusters Score -704508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -704507.500000 Penalty: 4417.302246
	Iteration 59Q: 3 clusters Score -704507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -704508.875000 Penalty: 4417.302246
	Iteration 60F: 3 clusters Score -704508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Entering Unmasked Estep 
Score: -3304318.250000 Penalty: 2583.986572
	Iteration 0F: 2 clusters Score -3304318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3281470.500000 Penalty: 5167.973145
	Iteration 0F: 3 clusters Score -3281470 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3289815.250000 Penalty: 5167.973145
	Iteration 1F: 3 clusters Score -3289815 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3290294.000000 Penalty: 5167.973145
	Iteration 2Q: 3 clusters Score -3290294 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3290684.000000 Penalty: 5167.973145
	Iteration 3Q: 3 clusters Score -3290684 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3291093.750000 Penalty: 5167.973145
	Iteration 4Q: 3 clusters Score -3291094 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3291524.250000 Penalty: 5167.973145
	Iteration 5Q: 3 clusters Score -3291524 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3292032.500000 Penalty: 5167.973145
	Iteration 6Q: 3 clusters Score -3292032 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3292603.000000 Penalty: 5167.973145
	Iteration 7Q: 3 clusters Score -3292603 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3293281.000000 Penalty: 5167.973145
	Iteration 8Q: 3 clusters Score -3293281 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3293941.500000 Penalty: 5167.973145
	Iteration 9Q: 3 clusters Score -3293942 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3294611.000000 Penalty: 5167.973145
	Iteration 10Q: 3 clusters Score -3294611 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3295258.750000 Penalty: 5167.973145
	Iteration 11Q: 3 clusters Score -3295259 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3295819.750000 Penalty: 5167.973145
	Iteration 12Q: 3 clusters Score -3295820 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3296201.750000 Penalty: 5167.973145
	Iteration 13Q: 3 clusters Score -3296202 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3296533.750000 Penalty: 5167.973145
	Iteration 14Q: 3 clusters Score -3296534 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3296799.500000 Penalty: 5167.973145
	Iteration 15Q: 3 clusters Score -3296800 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3296977.250000 Penalty: 5167.973145
	Iteration 16Q: 3 clusters Score -3296977 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3297194.500000 Penalty: 5167.973145
	Iteration 17Q: 3 clusters Score -3297194 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3297389.750000 Penalty: 5167.973145
	Iteration 18Q: 3 clusters Score -3297390 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3297653.250000 Penalty: 5167.973145
	Iteration 19Q: 3 clusters Score -3297653 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3297926.750000 Penalty: 5167.973145
	Iteration 20F: 3 clusters Score -3297927 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3298264.000000 Penalty: 5167.973145
	Iteration 21Q: 3 clusters Score -3298264 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3298630.500000 Penalty: 5167.973145
	Iteration 22Q: 3 clusters Score -3298630 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3299014.750000 Penalty: 5167.973145
	Iteration 23Q: 3 clusters Score -3299015 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3299435.000000 Penalty: 5167.973145
	Iteration 24Q: 3 clusters Score -3299435 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3299904.000000 Penalty: 5167.973145
	Iteration 25Q: 3 clusters Score -3299904 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3300375.000000 Penalty: 5167.973145
	Iteration 26Q: 3 clusters Score -3300375 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3300778.750000 Penalty: 5167.973145
	Iteration 27Q: 3 clusters Score -3300779 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3301090.750000 Penalty: 5167.973145
	Iteration 28Q: 3 clusters Score -3301091 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3301313.750000 Penalty: 5167.973145
	Iteration 29Q: 3 clusters Score -3301314 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3301507.500000 Penalty: 5167.973145
	Iteration 30Q: 3 clusters Score -3301508 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3301651.500000 Penalty: 5167.973145
	Iteration 31Q: 3 clusters Score -3301652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3301754.750000 Penalty: 5167.973145
	Iteration 32Q: 3 clusters Score -3301755 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3301840.750000 Penalty: 5167.973145
	Iteration 33Q: 3 clusters Score -3301841 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3301916.250000 Penalty: 5167.973145
	Iteration 34Q: 3 clusters Score -3301916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3301963.750000 Penalty: 5167.973145
	Iteration 35Q: 3 clusters Score -3301964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3302020.000000 Penalty: 5167.973145
	Iteration 36Q: 3 clusters Score -3302020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3302059.750000 Penalty: 5167.973145
	Iteration 37Q: 3 clusters Score -3302060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3302090.750000 Penalty: 5167.973145
	Iteration 38Q: 3 clusters Score -3302091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3302100.000000 Penalty: 5167.973145
	Iteration 39Q: 3 clusters Score -3302100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3302101.500000 Penalty: 5167.973145
	Iteration 40F: 3 clusters Score -3302102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3302115.000000 Penalty: 5167.973145
	Iteration 41Q: 3 clusters Score -3302115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3302124.750000 Penalty: 5167.973145
	Iteration 42Q: 3 clusters Score -3302125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3302129.500000 Penalty: 5167.973145
	Iteration 43Q: 3 clusters Score -3302130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3302137.000000 Penalty: 5167.973145
	Iteration 44Q: 3 clusters Score -3302137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3302139.000000 Penalty: 5167.973145
	Iteration 45Q: 3 clusters Score -3302139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3302142.750000 Penalty: 5167.973145
	Iteration 46Q: 3 clusters Score -3302143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3302151.250000 Penalty: 5167.973145
	Iteration 47Q: 3 clusters Score -3302151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3302158.750000 Penalty: 5167.973145
	Iteration 48Q: 3 clusters Score -3302159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3302161.250000 Penalty: 5167.973145
	Iteration 49Q: 3 clusters Score -3302161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3302160.250000 Penalty: 5167.973145
	Iteration 50Q: 3 clusters Score -3302160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3302162.750000 Penalty: 5167.973145
	Iteration 51Q: 3 clusters Score -3302163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3302162.750000 Penalty: 5167.973145
	Iteration 52F: 3 clusters Score -3302163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -75164.695312 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -75164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73376.937500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -73376.94 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73745.382812 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -73745.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73936.281250 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -73936.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74189.492188 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -74189.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74445.968750 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -74445.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74612.343750 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -74612.34 nChanged 34
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: -74753.609375 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -74753.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74813.531250 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -74813.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74840.179688 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -74840.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74854.625000 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -74854.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74865.164062 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -74865.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74871.921875 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -74871.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74878.250000 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -74878.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74885.015625 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -74885.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74887.679688 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -74887.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74888.835938 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -74888.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74891.515625 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -74891.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74898.085938 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -74898.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74903.164062 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -74903.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74911.484375 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -74911.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -74917.757812 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -74917.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74929.554688 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -74929.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -74936.398438 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -74936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74939.898438 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -74939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74951.773438 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -74951.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74956.218750 Penalty: 3356.602051
	Iteration 25Q: 3 clusters Score -74956.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74956.218750 Penalty: 3356.602051
	Iteration 26F: 3 clusters Score -74956.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Entering Unmasked Estep 
Score: -742898.750000 Penalty: 2258.585449
	Iteration 0F: 2 clusters Score -742898.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -735875.562500 Penalty: 4517.170898
	Iteration 0F: 3 clusters Score -735875.6 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -737980.062500 Penalty: 4517.170898
	Iteration 1F: 3 clusters Score -737980.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -738382.312500 Penalty: 4517.170898
	Iteration 2F: 3 clusters Score -738382.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -738727.937500 Penalty: 4517.170898
	Iteration 3F: 3 clusters Score -738727.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -739023.000000 Penalty: 4517.170898
	Iteration 4F: 3 clusters Score -739023 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -739349.875000 Penalty: 4517.170898
	Iteration 5Q: 3 clusters Score -739349.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -739612.500000 Penalty: 4517.170898
	Iteration 6Q: 3 clusters Score -739612.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -739848.937500 Penalty: 4517.170898
	Iteration 7Q: 3 clusters Score -739848.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -740106.312500 Penalty: 4517.170898
	Iteration 8Q: 3 clusters Score -740106.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -740391.250000 Penalty: 4517.170898
	Iteration 9Q: 3 clusters Score -740391.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -740670.937500 Penalty: 4517.170898
	Iteration 10Q: 3 clusters Score -740670.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -740927.250000 Penalty: 4517.170898
	Iteration 11Q: 3 clusters Score -740927.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -741142.562500 Penalty: 4517.170898
	Iteration 12Q: 3 clusters Score -741142.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -741318.312500 Penalty: 4517.170898
	Iteration 13Q: 3 clusters Score -741318.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -741470.750000 Penalty: 4517.170898
	Iteration 14Q: 3 clusters Score -741470.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -741575.937500 Penalty: 4517.170898
	Iteration 15Q: 3 clusters Score -741575.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -741657.375000 Penalty: 4517.170898
	Iteration 16Q: 3 clusters Score -741657.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -741736.500000 Penalty: 4517.170898
	Iteration 17Q: 3 clusters Score -741736.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -741833.875000 Penalty: 4517.170898
	Iteration 18Q: 3 clusters Score -741833.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -741904.687500 Penalty: 4517.170898
	Iteration 19Q: 3 clusters Score -741904.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -741960.437500 Penalty: 4517.170898
	Iteration 20F: 3 clusters Score -741960.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -742001.875000 Penalty: 4517.170898
	Iteration 21Q: 3 clusters Score -742001.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -742032.062500 Penalty: 4517.170898
	Iteration 22Q: 3 clusters Score -742032.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -742060.500000 Penalty: 4517.170898
	Iteration 23Q: 3 clusters Score -742060.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -742085.312500 Penalty: 4517.170898
	Iteration 24Q: 3 clusters Score -742085.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -742111.062500 Penalty: 4517.170898
	Iteration 25Q: 3 clusters Score -742111.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -742141.625000 Penalty: 4517.170898
	Iteration 26Q: 3 clusters Score -742141.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -742163.875000 Penalty: 4517.170898
	Iteration 27Q: 3 clusters Score -742163.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -742193.500000 Penalty: 4517.170898
	Iteration 28Q: 3 clusters Score -742193.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -742216.312500 Penalty: 4517.170898
	Iteration 29Q: 3 clusters Score -742216.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -742232.625000 Penalty: 4517.170898
	Iteration 30Q: 3 clusters Score -742232.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -742242.750000 Penalty: 4517.170898
	Iteration 31Q: 3 clusters Score -742242.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -742255.125000 Penalty: 4517.170898
	Iteration 32Q: 3 clusters Score -742255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -742263.812500 Penalty: 4517.170898
	Iteration 33Q: 3 clusters Score -742263.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -742271.500000 Penalty: 4517.170898
	Iteration 34Q: 3 clusters Score -742271.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -742273.687500 Penalty: 4517.170898
	Iteration 35Q: 3 clusters Score -742273.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -742278.812500 Penalty: 4517.170898
	Iteration 36Q: 3 clusters Score -742278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -742279.937500 Penalty: 4517.170898
	Iteration 37Q: 3 clusters Score -742279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -742282.562500 Penalty: 4517.170898
	Iteration 38Q: 3 clusters Score -742282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -742283.625000 Penalty: 4517.170898
	Iteration 39Q: 3 clusters Score -742283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -742285.000000 Penalty: 4517.170898
	Iteration 40F: 3 clusters Score -742285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -742285.812500 Penalty: 4517.170898
	Iteration 41Q: 3 clusters Score -742285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -742286.875000 Penalty: 4517.170898
	Iteration 42Q: 3 clusters Score -742286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -742286.062500 Penalty: 4517.170898
	Iteration 43Q: 3 clusters Score -742286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -742285.375000 Penalty: 4517.170898
	Iteration 44Q: 3 clusters Score -742285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -742287.000000 Penalty: 4517.170898
	Iteration 45Q: 3 clusters Score -742287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -742288.062500 Penalty: 4517.170898
	Iteration 46Q: 3 clusters Score -742288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -742288.312500 Penalty: 4517.170898
	Iteration 47Q: 3 clusters Score -742288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -742289.000000 Penalty: 4517.170898
	Iteration 48Q: 3 clusters Score -742289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -742287.625000 Penalty: 4517.170898
	Iteration 49Q: 3 clusters Score -742287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -742287.625000 Penalty: 4517.170898
	Iteration 50F: 3 clusters Score -742287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Entering Unmasked Estep 
Score: -3575407.000000 Penalty: 2606.382080
	Iteration 0F: 2 clusters Score -3575407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3550498.250000 Penalty: 5212.764160
	Iteration 0F: 3 clusters Score -3550498 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3559553.500000 Penalty: 5212.764160
	Iteration 1F: 3 clusters Score -3559554 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3560285.250000 Penalty: 5212.764160
	Iteration 2F: 3 clusters Score -3560285 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3561033.500000 Penalty: 5212.764160
	Iteration 3F: 3 clusters Score -3561034 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3561891.750000 Penalty: 5212.764160
	Iteration 4F: 3 clusters Score -3561892 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3562831.500000 Penalty: 5212.764160
	Iteration 5F: 3 clusters Score -3562832 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3563822.500000 Penalty: 5212.764160
	Iteration 6Q: 3 clusters Score -3563822 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3564892.250000 Penalty: 5212.764160
	Iteration 7F: 3 clusters Score -3564892 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3566072.500000 Penalty: 5212.764160
	Iteration 8F: 3 clusters Score -3566072 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3567192.750000 Penalty: 5212.764160
	Iteration 9Q: 3 clusters Score -3567193 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3568133.750000 Penalty: 5212.764160
	Iteration 10Q: 3 clusters Score -3568134 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3568903.000000 Penalty: 5212.764160
	Iteration 11Q: 3 clusters Score -3568903 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3569609.500000 Penalty: 5212.764160
	Iteration 12Q: 3 clusters Score -3569610 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3570198.750000 Penalty: 5212.764160
	Iteration 13Q: 3 clusters Score -3570199 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3570702.250000 Penalty: 5212.764160
	Iteration 14Q: 3 clusters Score -3570702 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3571097.250000 Penalty: 5212.764160
	Iteration 15Q: 3 clusters Score -3571097 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3571435.250000 Penalty: 5212.764160
	Iteration 16Q: 3 clusters Score -3571435 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3571777.500000 Penalty: 5212.764160
	Iteration 17Q: 3 clusters Score -3571778 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3572084.500000 Penalty: 5212.764160
	Iteration 18Q: 3 clusters Score -3572084 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3572404.500000 Penalty: 5212.764160
	Iteration 19Q: 3 clusters Score -3572404 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3572820.500000 Penalty: 5212.764160
	Iteration 20F: 3 clusters Score -3572820 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3573401.750000 Penalty: 5212.764160
	Iteration 21Q: 3 clusters Score -3573402 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3574028.750000 Penalty: 5212.764160
	Iteration 22Q: 3 clusters Score -3574029 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3574488.000000 Penalty: 5212.764160
	Iteration 23Q: 3 clusters Score -3574488 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3574688.750000 Penalty: 5212.764160
	Iteration 24Q: 3 clusters Score -3574689 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3574757.000000 Penalty: 5212.764160
	Iteration 25Q: 3 clusters Score -3574757 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3574789.250000 Penalty: 5212.764160
	Iteration 26Q: 3 clusters Score -3574789 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3574801.000000 Penalty: 5212.764160
	Iteration 27Q: 3 clusters Score -3574801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3574809.500000 Penalty: 5212.764160
	Iteration 28Q: 3 clusters Score -3574810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3574821.750000 Penalty: 5212.764160
	Iteration 29Q: 3 clusters Score -3574822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3574826.000000 Penalty: 5212.764160
	Iteration 30Q: 3 clusters Score -3574826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3574826.500000 Penalty: 5212.764160
	Iteration 31Q: 3 clusters Score -3574826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3574823.750000 Penalty: 5212.764160
	Iteration 32Q: 3 clusters Score -3574824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3574820.750000 Penalty: 5212.764160
	Iteration 33Q: 3 clusters Score -3574821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3574820.250000 Penalty: 5212.764160
	Iteration 34Q: 3 clusters Score -3574820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3574823.000000 Penalty: 5212.764160
	Iteration 35Q: 3 clusters Score -3574823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3574823.250000 Penalty: 5212.764160
	Iteration 36Q: 3 clusters Score -3574823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3574823.250000 Penalty: 5212.764160
	Iteration 37F: 3 clusters Score -3574823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (96270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Entering Unmasked Estep 
Score: -9385303.000000 Penalty: 2845.778076
	Iteration 0F: 2 clusters Score -9385303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -9321029.000000 Penalty: 5691.556152
	Iteration 0F: 3 clusters Score -9321029 nChanged 45361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9346607.000000 Penalty: 5691.556152
	Iteration 1F: 3 clusters Score -9346607 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -9347144.000000 Penalty: 5691.556152
	Iteration 2Q: 3 clusters Score -9347144 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -9347671.000000 Penalty: 5691.556152
	Iteration 3Q: 3 clusters Score -9347671 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -9348237.000000 Penalty: 5691.556152
	Iteration 4Q: 3 clusters Score -9348237 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -9348882.000000 Penalty: 5691.556152
	Iteration 5Q: 3 clusters Score -9348882 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -9349570.000000 Penalty: 5691.556152
	Iteration 6Q: 3 clusters Score -9349570 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -9350342.000000 Penalty: 5691.556152
	Iteration 7Q: 3 clusters Score -9350342 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -9351329.000000 Penalty: 5691.556152
	Iteration 8Q: 3 clusters Score -9351329 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -9352653.000000 Penalty: 5691.556152
	Iteration 9Q: 3 clusters Score -9352653 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -9354366.000000 Penalty: 5691.556152
	Iteration 10Q: 3 clusters Score -9354366 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -9356966.000000 Penalty: 5691.556152
	Iteration 11Q: 3 clusters Score -9356966 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -9360820.000000 Penalty: 5691.556152
	Iteration 12F: 3 clusters Score -9360820 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -9365953.000000 Penalty: 5691.556152
	Iteration 13F: 3 clusters Score -9365953 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -9371234.000000 Penalty: 5691.556152
	Iteration 14F: 3 clusters Score -9371234 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -9375476.000000 Penalty: 5691.556152
	Iteration 15Q: 3 clusters Score -9375476 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -9378463.000000 Penalty: 5691.556152
	Iteration 16Q: 3 clusters Score -9378463 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -9380232.000000 Penalty: 5691.556152
	Iteration 17Q: 3 clusters Score -9380232 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -9381451.000000 Penalty: 5691.556152
	Iteration 18Q: 3 clusters Score -9381451 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -9382162.000000 Penalty: 5691.556152
	Iteration 19Q: 3 clusters Score -9382162 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -9382583.000000 Penalty: 5691.556152
	Iteration 20F: 3 clusters Score -9382583 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -9382760.000000 Penalty: 5691.556152
	Iteration 21Q: 3 clusters Score -9382760 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -9382897.000000 Penalty: 5691.556152
	Iteration 22Q: 3 clusters Score -9382897 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -9382985.000000 Penalty: 5691.556152
	Iteration 23Q: 3 clusters Score -9382985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -9383063.000000 Penalty: 5691.556152
	Iteration 24Q: 3 clusters Score -9383063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -9383119.000000 Penalty: 5691.556152
	Iteration 25Q: 3 clusters Score -9383119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -9383147.000000 Penalty: 5691.556152
	Iteration 26Q: 3 clusters Score -9383147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -9383201.000000 Penalty: 5691.556152
	Iteration 27Q: 3 clusters Score -9383201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -9383239.000000 Penalty: 5691.556152
	Iteration 28Q: 3 clusters Score -9383239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -9383247.000000 Penalty: 5691.556152
	Iteration 29Q: 3 clusters Score -9383247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -9383276.000000 Penalty: 5691.556152
	Iteration 30Q: 3 clusters Score -9383276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -9383291.000000 Penalty: 5691.556152
	Iteration 31Q: 3 clusters Score -9383291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -9383297.000000 Penalty: 5691.556152
	Iteration 32Q: 3 clusters Score -9383297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -9383303.000000 Penalty: 5691.556152
	Iteration 33Q: 3 clusters Score -9383303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -9383301.000000 Penalty: 5691.556152
	Iteration 34Q: 3 clusters Score -9383301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -9383305.000000 Penalty: 5691.556152
	Iteration 35Q: 3 clusters Score -9383305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -9383301.000000 Penalty: 5691.556152
	Iteration 36Q: 3 clusters Score -9383301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -9383316.000000 Penalty: 5691.556152
	Iteration 37Q: 3 clusters Score -9383316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -9383321.000000 Penalty: 5691.556152
	Iteration 38Q: 3 clusters Score -9383321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -9383332.000000 Penalty: 5691.556152
	Iteration 39Q: 3 clusters Score -9383332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -9383343.000000 Penalty: 5691.556152
	Iteration 40F: 3 clusters Score -9383343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -9383357.000000 Penalty: 5691.556152
	Iteration 41Q: 3 clusters Score -9383357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 95723 members 
Entering Unmasked Estep 
Score: -9383355.000000 Penalty: 5691.556152
	Iteration 42Q: 3 clusters Score -9383355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -9383365.000000 Penalty: 5691.556152
	Iteration 43Q: 3 clusters Score -9383365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -9383385.000000 Penalty: 5691.556152
	Iteration 44Q: 3 clusters Score -9383385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -9383391.000000 Penalty: 5691.556152
	Iteration 45Q: 3 clusters Score -9383391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -9383398.000000 Penalty: 5691.556152
	Iteration 46Q: 3 clusters Score -9383398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -9383395.000000 Penalty: 5691.556152
	Iteration 47Q: 3 clusters Score -9383395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -9383409.000000 Penalty: 5691.556152
	Iteration 48Q: 3 clusters Score -9383409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -9383409.000000 Penalty: 5691.556152
	Iteration 49Q: 3 clusters Score -9383409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -9383406.000000 Penalty: 5691.556152
	Iteration 50Q: 3 clusters Score -9383406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -9383416.000000 Penalty: 5691.556152
	Iteration 51Q: 3 clusters Score -9383416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -9383415.000000 Penalty: 5691.556152
	Iteration 52Q: 3 clusters Score -9383415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -9383414.000000 Penalty: 5691.556152
	Iteration 53Q: 3 clusters Score -9383414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -9383429.000000 Penalty: 5691.556152
	Iteration 54Q: 3 clusters Score -9383429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -9383426.000000 Penalty: 5691.556152
	Iteration 55Q: 3 clusters Score -9383426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -9383429.000000 Penalty: 5691.556152
	Iteration 56Q: 3 clusters Score -9383429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -9383437.000000 Penalty: 5691.556152
	Iteration 57Q: 3 clusters Score -9383437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -9383442.000000 Penalty: 5691.556152
	Iteration 58Q: 3 clusters Score -9383442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -9383439.000000 Penalty: 5691.556152
	Iteration 59Q: 3 clusters Score -9383439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -9383442.000000 Penalty: 5691.556152
	Iteration 60F: 3 clusters Score -9383442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -9383441.000000 Penalty: 5691.556152
	Iteration 61Q: 3 clusters Score -9383441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -9383448.000000 Penalty: 5691.556152
	Iteration 62Q: 3 clusters Score -9383448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -9383455.000000 Penalty: 5691.556152
	Iteration 63Q: 3 clusters Score -9383455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -9383460.000000 Penalty: 5691.556152
	Iteration 64Q: 3 clusters Score -9383460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -9383472.000000 Penalty: 5691.556152
	Iteration 65Q: 3 clusters Score -9383472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -9383477.000000 Penalty: 5691.556152
	Iteration 66Q: 3 clusters Score -9383477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -9383478.000000 Penalty: 5691.556152
	Iteration 67Q: 3 clusters Score -9383478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -9383482.000000 Penalty: 5691.556152
	Iteration 68Q: 3 clusters Score -9383482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -9383483.000000 Penalty: 5691.556152
	Iteration 69Q: 3 clusters Score -9383483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -9383491.000000 Penalty: 5691.556152
	Iteration 70Q: 3 clusters Score -9383491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -9383491.000000 Penalty: 5691.556152
	Iteration 71Q: 3 clusters Score -9383491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -9383514.000000 Penalty: 5691.556152
	Iteration 72Q: 3 clusters Score -9383514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -9383514.000000 Penalty: 5691.556152
	Iteration 73F: 3 clusters Score -9383514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -230760.375000 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -230760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -227770.484375 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -227770.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -228455.328125 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -228455.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -228741.734375 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -228741.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228922.421875 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -228922.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -229050.437500 Penalty: 3879.535156
	Iteration 4F: 3 clusters Score -229050.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229162.125000 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -229162.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -229246.453125 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -229246.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -229307.109375 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -229307.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -229355.109375 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -229355.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229397.953125 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -229398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229422.171875 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -229422.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229438.593750 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -229438.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -229447.296875 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -229447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229453.906250 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -229453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229459.375000 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -229459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229464.453125 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -229464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229466.265625 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -229466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229467.484375 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -229467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229470.265625 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -229470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229472.296875 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -229472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229476.203125 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -229476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229479.718750 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -229479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -229481.125000 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -229481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229483.031250 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -229483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229484.234375 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -229484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229484.718750 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -229484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229484.718750 Penalty: 3879.535156
	Iteration 26F: 3 clusters Score -229484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -222311.453125 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -222311.5 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 1178 members 
Entering Unmasked Estep 
Score: -219467.515625 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -219467.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -219943.000000 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -219943 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220076.578125 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -220076.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -220152.953125 Penalty: 3848.345215
	Iteration 3Q: 3 clusters Score -220153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -220199.484375 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -220199.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -220232.734375 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -220232.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -220255.296875 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -220255.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220270.796875 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -220270.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -220290.406250 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -220290.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -220303.812500 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -220303.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -220317.500000 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -220317.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -220327.562500 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -220327.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -220336.218750 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -220336.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -220345.156250 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -220345.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -220355.328125 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -220355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -220367.453125 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -220367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -220380.953125 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -220381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -220390.984375 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -220391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220396.625000 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -220396.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -220403.000000 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -220403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -220407.000000 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -220407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -220410.671875 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -220410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220412.781250 Penalty: 3848.345215
	Iteration 22Q: 3 clusters Score -220412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -220415.843750 Penalty: 3848.345215
	Iteration 23Q: 3 clusters Score -220415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -220419.531250 Penalty: 3848.345215
	Iteration 24Q: 3 clusters Score -220419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220421.125000 Penalty: 3848.345215
	Iteration 25Q: 3 clusters Score -220421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220422.828125 Penalty: 3848.345215
	Iteration 26Q: 3 clusters Score -220422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220423.906250 Penalty: 3848.345215
	Iteration 27Q: 3 clusters Score -220423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220424.359375 Penalty: 3848.345215
	Iteration 28Q: 3 clusters Score -220424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220424.765625 Penalty: 3848.345215
	Iteration 29Q: 3 clusters Score -220424.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220424.859375 Penalty: 3848.345215
	Iteration 30Q: 3 clusters Score -220424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220424.859375 Penalty: 3848.345215
	Iteration 31F: 3 clusters Score -220424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Entering Unmasked Estep 
Score: -1186973.500000 Penalty: 2357.688477
	Iteration 0F: 2 clusters Score -1186974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1177102.375000 Penalty: 4715.376953
	Iteration 0F: 3 clusters Score -1177102 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1180356.250000 Penalty: 4715.376953
	Iteration 1F: 3 clusters Score -1180356 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1180839.125000 Penalty: 4715.376953
	Iteration 2F: 3 clusters Score -1180839 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1181244.250000 Penalty: 4715.376953
	Iteration 3F: 3 clusters Score -1181244 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1181609.875000 Penalty: 4715.376953
	Iteration 4F: 3 clusters Score -1181610 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1181984.375000 Penalty: 4715.376953
	Iteration 5Q: 3 clusters Score -1181984 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1182343.500000 Penalty: 4715.376953
	Iteration 6Q: 3 clusters Score -1182344 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1182698.375000 Penalty: 4715.376953
	Iteration 7Q: 3 clusters Score -1182698 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1183029.875000 Penalty: 4715.376953
	Iteration 8Q: 3 clusters Score -1183030 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1183321.375000 Penalty: 4715.376953
	Iteration 9Q: 3 clusters Score -1183321 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1183570.625000 Penalty: 4715.376953
	Iteration 10Q: 3 clusters Score -1183571 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1183772.500000 Penalty: 4715.376953
	Iteration 11Q: 3 clusters Score -1183772 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1183955.750000 Penalty: 4715.376953
	Iteration 12Q: 3 clusters Score -1183956 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1184114.625000 Penalty: 4715.376953
	Iteration 13Q: 3 clusters Score -1184115 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1184259.750000 Penalty: 4715.376953
	Iteration 14Q: 3 clusters Score -1184260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1184404.625000 Penalty: 4715.376953
	Iteration 15Q: 3 clusters Score -1184405 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1184501.875000 Penalty: 4715.376953
	Iteration 16Q: 3 clusters Score -1184502 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1184573.625000 Penalty: 4715.376953
	Iteration 17Q: 3 clusters Score -1184574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1184633.125000 Penalty: 4715.376953
	Iteration 18Q: 3 clusters Score -1184633 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1184685.000000 Penalty: 4715.376953
	Iteration 19Q: 3 clusters Score -1184685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1184722.250000 Penalty: 4715.376953
	Iteration 20F: 3 clusters Score -1184722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1184751.625000 Penalty: 4715.376953
	Iteration 21Q: 3 clusters Score -1184752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1184792.375000 Penalty: 4715.376953
	Iteration 22Q: 3 clusters Score -1184792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1184833.250000 Penalty: 4715.376953
	Iteration 23Q: 3 clusters Score -1184833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1184867.500000 Penalty: 4715.376953
	Iteration 24Q: 3 clusters Score -1184868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1184903.000000 Penalty: 4715.376953
	Iteration 25Q: 3 clusters Score -1184903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1184933.875000 Penalty: 4715.376953
	Iteration 26Q: 3 clusters Score -1184934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1184957.000000 Penalty: 4715.376953
	Iteration 27Q: 3 clusters Score -1184957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1184985.250000 Penalty: 4715.376953
	Iteration 28Q: 3 clusters Score -1184985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1185015.625000 Penalty: 4715.376953
	Iteration 29Q: 3 clusters Score -1185016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1185039.000000 Penalty: 4715.376953
	Iteration 30Q: 3 clusters Score -1185039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1185055.500000 Penalty: 4715.376953
	Iteration 31Q: 3 clusters Score -1185056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1185069.250000 Penalty: 4715.376953
	Iteration 32Q: 3 clusters Score -1185069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1185079.875000 Penalty: 4715.376953
	Iteration 33Q: 3 clusters Score -1185080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1185089.375000 Penalty: 4715.376953
	Iteration 34Q: 3 clusters Score -1185089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1185097.750000 Penalty: 4715.376953
	Iteration 35Q: 3 clusters Score -1185098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1185105.625000 Penalty: 4715.376953
	Iteration 36Q: 3 clusters Score -1185106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1185110.750000 Penalty: 4715.376953
	Iteration 37Q: 3 clusters Score -1185111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1185115.625000 Penalty: 4715.376953
	Iteration 38Q: 3 clusters Score -1185116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1185116.375000 Penalty: 4715.376953
	Iteration 39Q: 3 clusters Score -1185116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1185119.875000 Penalty: 4715.376953
	Iteration 40F: 3 clusters Score -1185120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1185122.875000 Penalty: 4715.376953
	Iteration 41Q: 3 clusters Score -1185123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1185128.625000 Penalty: 4715.376953
	Iteration 42Q: 3 clusters Score -1185129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1185132.125000 Penalty: 4715.376953
	Iteration 43Q: 3 clusters Score -1185132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1185133.125000 Penalty: 4715.376953
	Iteration 44Q: 3 clusters Score -1185133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1185137.500000 Penalty: 4715.376953
	Iteration 45Q: 3 clusters Score -1185138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1185141.625000 Penalty: 4715.376953
	Iteration 46Q: 3 clusters Score -1185142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1185147.750000 Penalty: 4715.376953
	Iteration 47Q: 3 clusters Score -1185148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1185153.125000 Penalty: 4715.376953
	Iteration 48Q: 3 clusters Score -1185153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1185154.875000 Penalty: 4715.376953
	Iteration 49Q: 3 clusters Score -1185155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1185155.875000 Penalty: 4715.376953
	Iteration 50Q: 3 clusters Score -1185156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1185156.250000 Penalty: 4715.376953
	Iteration 51Q: 3 clusters Score -1185156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1185157.750000 Penalty: 4715.376953
	Iteration 52Q: 3 clusters Score -1185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1185158.000000 Penalty: 4715.376953
	Iteration 53Q: 3 clusters Score -1185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1185157.500000 Penalty: 4715.376953
	Iteration 54Q: 3 clusters Score -1185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1185158.000000 Penalty: 4715.376953
	Iteration 55Q: 3 clusters Score -1185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1185158.250000 Penalty: 4715.376953
	Iteration 56Q: 3 clusters Score -1185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1185157.750000 Penalty: 4715.376953
	Iteration 57Q: 3 clusters Score -1185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1185157.750000 Penalty: 4715.376953
	Iteration 58Q: 3 clusters Score -1185158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1185157.625000 Penalty: 4715.376953
	Iteration 59Q: 3 clusters Score -1185158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1185157.625000 Penalty: 4715.376953
	Iteration 60F: 3 clusters Score -1185158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -525755.000000 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -525755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -520852.093750 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -520852.1 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -522160.937500 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -522160.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -522567.593750 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -522567.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -523026.031250 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -523026 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -523522.062500 Penalty: 4285.147949
	Iteration 4F: 3 clusters Score -523522.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -523907.187500 Penalty: 4285.147949
	Iteration 5F: 3 clusters Score -523907.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -524164.468750 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -524164.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -524353.437500 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -524353.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -524534.500000 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -524534.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -524708.875000 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -524708.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -524803.687500 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -524803.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -524857.500000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -524857.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -524902.750000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -524902.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -524942.562500 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -524942.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -524974.187500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -524974.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -525002.000000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -525002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -525021.937500 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -525021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -525031.250000 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -525031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -525035.937500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -525035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -525037.062500 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -525037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -525040.000000 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -525040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -525039.500000 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -525039.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -525039.500000 Penalty: 4285.147949
	Iteration 22F: 3 clusters Score -525039.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Entering Unmasked Estep 
Score: -794062.312500 Penalty: 2260.802490
	Iteration 0F: 2 clusters Score -794062.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -786949.125000 Penalty: 4521.604980
	Iteration 0F: 3 clusters Score -786949.1 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -789408.875000 Penalty: 4521.604980
	Iteration 1F: 3 clusters Score -789408.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -790224.937500 Penalty: 4521.604980
	Iteration 2F: 3 clusters Score -790224.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -790795.750000 Penalty: 4521.604980
	Iteration 3F: 3 clusters Score -790795.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -791147.937500 Penalty: 4521.604980
	Iteration 4F: 3 clusters Score -791147.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -791380.187500 Penalty: 4521.604980
	Iteration 5Q: 3 clusters Score -791380.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -791523.875000 Penalty: 4521.604980
	Iteration 6Q: 3 clusters Score -791523.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -791625.250000 Penalty: 4521.604980
	Iteration 7Q: 3 clusters Score -791625.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -791693.687500 Penalty: 4521.604980
	Iteration 8Q: 3 clusters Score -791693.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -791743.687500 Penalty: 4521.604980
	Iteration 9Q: 3 clusters Score -791743.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -791778.062500 Penalty: 4521.604980
	Iteration 10Q: 3 clusters Score -791778.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -791816.187500 Penalty: 4521.604980
	Iteration 11Q: 3 clusters Score -791816.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -791851.562500 Penalty: 4521.604980
	Iteration 12Q: 3 clusters Score -791851.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -791888.187500 Penalty: 4521.604980
	Iteration 13Q: 3 clusters Score -791888.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -791916.875000 Penalty: 4521.604980
	Iteration 14Q: 3 clusters Score -791916.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -791949.625000 Penalty: 4521.604980
	Iteration 15Q: 3 clusters Score -791949.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -791973.062500 Penalty: 4521.604980
	Iteration 16Q: 3 clusters Score -791973.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -791995.562500 Penalty: 4521.604980
	Iteration 17Q: 3 clusters Score -791995.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -792033.312500 Penalty: 4521.604980
	Iteration 18Q: 3 clusters Score -792033.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -792078.875000 Penalty: 4521.604980
	Iteration 19Q: 3 clusters Score -792078.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -792147.125000 Penalty: 4521.604980
	Iteration 20F: 3 clusters Score -792147.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -792233.937500 Penalty: 4521.604980
	Iteration 21Q: 3 clusters Score -792233.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -792353.125000 Penalty: 4521.604980
	Iteration 22Q: 3 clusters Score -792353.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -792507.937500 Penalty: 4521.604980
	Iteration 23Q: 3 clusters Score -792507.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -792702.375000 Penalty: 4521.604980
	Iteration 24Q: 3 clusters Score -792702.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -792916.375000 Penalty: 4521.604980
	Iteration 25Q: 3 clusters Score -792916.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -793140.750000 Penalty: 4521.604980
	Iteration 26Q: 3 clusters Score -793140.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -793390.375000 Penalty: 4521.604980
	Iteration 27Q: 3 clusters Score -793390.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -793636.812500 Penalty: 4521.604980
	Iteration 28Q: 3 clusters Score -793636.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -793874.312500 Penalty: 4521.604980
	Iteration 29Q: 3 clusters Score -793874.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -794146.687500 Penalty: 4521.604980
	Iteration 30Q: 3 clusters Score -794146.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -794336.312500 Penalty: 4521.604980
	Iteration 31Q: 3 clusters Score -794336.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -794443.312500 Penalty: 4521.604980
	Iteration 32Q: 3 clusters Score -794443.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -794500.375000 Penalty: 4521.604980
	Iteration 33Q: 3 clusters Score -794500.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -794532.000000 Penalty: 4521.604980
	Iteration 34Q: 3 clusters Score -794532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -794549.875000 Penalty: 4521.604980
	Iteration 35Q: 3 clusters Score -794549.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -794561.000000 Penalty: 4521.604980
	Iteration 36Q: 3 clusters Score -794561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -794569.562500 Penalty: 4521.604980
	Iteration 37Q: 3 clusters Score -794569.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -794575.000000 Penalty: 4521.604980
	Iteration 38Q: 3 clusters Score -794575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -794585.750000 Penalty: 4521.604980
	Iteration 39Q: 3 clusters Score -794585.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -794590.875000 Penalty: 4521.604980
	Iteration 40F: 3 clusters Score -794590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -794591.187500 Penalty: 4521.604980
	Iteration 41Q: 3 clusters Score -794591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -794594.250000 Penalty: 4521.604980
	Iteration 42Q: 3 clusters Score -794594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -794595.125000 Penalty: 4521.604980
	Iteration 43Q: 3 clusters Score -794595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -794595.250000 Penalty: 4521.604980
	Iteration 44Q: 3 clusters Score -794595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -794597.437500 Penalty: 4521.604980
	Iteration 45Q: 3 clusters Score -794597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -794597.437500 Penalty: 4521.604980
	Iteration 46F: 3 clusters Score -794597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9678 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40128 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29398 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 56223 members 
Mstep: Class 22 contains 98667 members 
Mstep: Class 23 contains 74547 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9634 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32662 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 96270 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 5004 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 4097 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6773 members 
Mstep: Class 53 contains 2830 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117619 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139672.000000 Penalty: 204195.187500
Splitting cluster 45 changes total score from -84140224.000000 to -84139672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Entering Unmasked Estep 
Score: -1033716.562500 Penalty: 2303.663818
	Iteration 0F: 2 clusters Score -1033717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1025546.125000 Penalty: 4607.327637
	Iteration 0F: 3 clusters Score -1025546 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1028003.312500 Penalty: 4607.327637
	Iteration 1F: 3 clusters Score -1028003 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1028541.187500 Penalty: 4607.327637
	Iteration 2F: 3 clusters Score -1028541 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1029187.937500 Penalty: 4607.327637
	Iteration 3F: 3 clusters Score -1029188 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1030036.250000 Penalty: 4607.327637
	Iteration 4F: 3 clusters Score -1030036 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1030889.125000 Penalty: 4607.327637
	Iteration 5F: 3 clusters Score -1030889 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1031547.375000 Penalty: 4607.327637
	Iteration 6F: 3 clusters Score -1031547 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1031937.312500 Penalty: 4607.327637
	Iteration 7F: 3 clusters Score -1031937 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1032155.062500 Penalty: 4607.327637
	Iteration 8Q: 3 clusters Score -1032155 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1032320.062500 Penalty: 4607.327637
	Iteration 9Q: 3 clusters Score -1032320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1032444.812500 Penalty: 4607.327637
	Iteration 10Q: 3 clusters Score -1032445 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1032565.125000 Penalty: 4607.327637
	Iteration 11Q: 3 clusters Score -1032565 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1032715.687500 Penalty: 4607.327637
	Iteration 12Q: 3 clusters Score -1032716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1032876.312500 Penalty: 4607.327637
	Iteration 13Q: 3 clusters Score -1032876 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1033055.375000 Penalty: 4607.327637
	Iteration 14Q: 3 clusters Score -1033055 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1033219.625000 Penalty: 4607.327637
	Iteration 15Q: 3 clusters Score -1033220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1033323.625000 Penalty: 4607.327637
	Iteration 16Q: 3 clusters Score -1033324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1033379.875000 Penalty: 4607.327637
	Iteration 17Q: 3 clusters Score -1033380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1033411.312500 Penalty: 4607.327637
	Iteration 18Q: 3 clusters Score -1033411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1033436.250000 Penalty: 4607.327637
	Iteration 19Q: 3 clusters Score -1033436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1033451.062500 Penalty: 4607.327637
	Iteration 20F: 3 clusters Score -1033451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1033468.062500 Penalty: 4607.327637
	Iteration 21Q: 3 clusters Score -1033468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1033486.000000 Penalty: 4607.327637
	Iteration 22Q: 3 clusters Score -1033486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1033506.437500 Penalty: 4607.327637
	Iteration 23Q: 3 clusters Score -1033506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1033531.750000 Penalty: 4607.327637
	Iteration 24Q: 3 clusters Score -1033532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1033546.812500 Penalty: 4607.327637
	Iteration 25Q: 3 clusters Score -1033547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1033567.312500 Penalty: 4607.327637
	Iteration 26Q: 3 clusters Score -1033567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1033588.375000 Penalty: 4607.327637
	Iteration 27Q: 3 clusters Score -1033588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1033611.750000 Penalty: 4607.327637
	Iteration 28Q: 3 clusters Score -1033612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1033634.625000 Penalty: 4607.327637
	Iteration 29Q: 3 clusters Score -1033635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1033657.937500 Penalty: 4607.327637
	Iteration 30Q: 3 clusters Score -1033658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1033675.062500 Penalty: 4607.327637
	Iteration 31Q: 3 clusters Score -1033675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1033696.187500 Penalty: 4607.327637
	Iteration 32Q: 3 clusters Score -1033696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1033712.250000 Penalty: 4607.327637
	Iteration 33Q: 3 clusters Score -1033712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1033730.812500 Penalty: 4607.327637
	Iteration 34Q: 3 clusters Score -1033731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1033747.562500 Penalty: 4607.327637
	Iteration 35Q: 3 clusters Score -1033748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1033762.500000 Penalty: 4607.327637
	Iteration 36Q: 3 clusters Score -1033762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1033782.562500 Penalty: 4607.327637
	Iteration 37Q: 3 clusters Score -1033783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1033797.187500 Penalty: 4607.327637
	Iteration 38Q: 3 clusters Score -1033797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1033806.500000 Penalty: 4607.327637
	Iteration 39Q: 3 clusters Score -1033806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1033808.687500 Penalty: 4607.327637
	Iteration 40F: 3 clusters Score -1033809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1033816.312500 Penalty: 4607.327637
	Iteration 41Q: 3 clusters Score -1033816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1033825.312500 Penalty: 4607.327637
	Iteration 42Q: 3 clusters Score -1033825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1033833.687500 Penalty: 4607.327637
	Iteration 43Q: 3 clusters Score -1033834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1033839.062500 Penalty: 4607.327637
	Iteration 44Q: 3 clusters Score -1033839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1033844.687500 Penalty: 4607.327637
	Iteration 45Q: 3 clusters Score -1033845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1033850.937500 Penalty: 4607.327637
	Iteration 46Q: 3 clusters Score -1033851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1033851.625000 Penalty: 4607.327637
	Iteration 47Q: 3 clusters Score -1033852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1033854.562500 Penalty: 4607.327637
	Iteration 48Q: 3 clusters Score -1033855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1033855.250000 Penalty: 4607.327637
	Iteration 49Q: 3 clusters Score -1033855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1033856.562500 Penalty: 4607.327637
	Iteration 50Q: 3 clusters Score -1033857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1033857.375000 Penalty: 4607.327637
	Iteration 51Q: 3 clusters Score -1033857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1033859.250000 Penalty: 4607.327637
	Iteration 52Q: 3 clusters Score -1033859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1033860.062500 Penalty: 4607.327637
	Iteration 53Q: 3 clusters Score -1033860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1033861.500000 Penalty: 4607.327637
	Iteration 54Q: 3 clusters Score -1033862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1033861.625000 Penalty: 4607.327637
	Iteration 55Q: 3 clusters Score -1033862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1033859.875000 Penalty: 4607.327637
	Iteration 56Q: 3 clusters Score -1033860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1033861.187500 Penalty: 4607.327637
	Iteration 57Q: 3 clusters Score -1033861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1033862.312500 Penalty: 4607.327637
	Iteration 58Q: 3 clusters Score -1033862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1033864.312500 Penalty: 4607.327637
	Iteration 59Q: 3 clusters Score -1033864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1033864.750000 Penalty: 4607.327637
	Iteration 60F: 3 clusters Score -1033865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1033867.250000 Penalty: 4607.327637
	Iteration 61Q: 3 clusters Score -1033867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1033865.437500 Penalty: 4607.327637
	Iteration 62Q: 3 clusters Score -1033865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1033865.625000 Penalty: 4607.327637
	Iteration 63Q: 3 clusters Score -1033866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1033866.625000 Penalty: 4607.327637
	Iteration 64Q: 3 clusters Score -1033867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1033867.312500 Penalty: 4607.327637
	Iteration 65Q: 3 clusters Score -1033867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1033867.312500 Penalty: 4607.327637
	Iteration 66F: 3 clusters Score -1033867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9678 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40128 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29398 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 56223 members 
Mstep: Class 22 contains 98667 members 
Mstep: Class 23 contains 74547 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9634 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32662 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 96270 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 3680 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6773 members 
Mstep: Class 53 contains 2830 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117619 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139344.000000 Penalty: 204195.187500
Splitting cluster 46 changes total score from -84140224.000000 to -84139344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -167116.609375 Penalty: 1907.077515
	Iteration 0F: 2 clusters Score -167116.6 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 1098 members 
Entering Unmasked Estep 
Score: -164384.750000 Penalty: 3814.155029
	Iteration 0F: 3 clusters Score -164384.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -164934.843750 Penalty: 3814.155029
	Iteration 1F: 3 clusters Score -164934.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -165102.156250 Penalty: 3814.155029
	Iteration 2F: 3 clusters Score -165102.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -165208.703125 Penalty: 3814.155029
	Iteration 3Q: 3 clusters Score -165208.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -165301.546875 Penalty: 3814.155029
	Iteration 4Q: 3 clusters Score -165301.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -165396.343750 Penalty: 3814.155029
	Iteration 5Q: 3 clusters Score -165396.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -165486.234375 Penalty: 3814.155029
	Iteration 6Q: 3 clusters Score -165486.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -165561.265625 Penalty: 3814.155029
	Iteration 7Q: 3 clusters Score -165561.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -165638.171875 Penalty: 3814.155029
	Iteration 8Q: 3 clusters Score -165638.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -165683.250000 Penalty: 3814.155029
	Iteration 9Q: 3 clusters Score -165683.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -165734.000000 Penalty: 3814.155029
	Iteration 10Q: 3 clusters Score -165734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -165774.390625 Penalty: 3814.155029
	Iteration 11Q: 3 clusters Score -165774.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -165816.734375 Penalty: 3814.155029
	Iteration 12Q: 3 clusters Score -165816.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -165853.968750 Penalty: 3814.155029
	Iteration 13Q: 3 clusters Score -165854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -165882.671875 Penalty: 3814.155029
	Iteration 14Q: 3 clusters Score -165882.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -165902.328125 Penalty: 3814.155029
	Iteration 15Q: 3 clusters Score -165902.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165915.640625 Penalty: 3814.155029
	Iteration 16Q: 3 clusters Score -165915.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -165932.468750 Penalty: 3814.155029
	Iteration 17Q: 3 clusters Score -165932.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -165949.796875 Penalty: 3814.155029
	Iteration 18Q: 3 clusters Score -165949.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -165961.500000 Penalty: 3814.155029
	Iteration 19Q: 3 clusters Score -165961.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165969.406250 Penalty: 3814.155029
	Iteration 20F: 3 clusters Score -165969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165977.093750 Penalty: 3814.155029
	Iteration 21Q: 3 clusters Score -165977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -165990.046875 Penalty: 3814.155029
	Iteration 22Q: 3 clusters Score -165990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -166002.390625 Penalty: 3814.155029
	Iteration 23Q: 3 clusters Score -166002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -166010.218750 Penalty: 3814.155029
	Iteration 24Q: 3 clusters Score -166010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -166013.515625 Penalty: 3814.155029
	Iteration 25Q: 3 clusters Score -166013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -166016.468750 Penalty: 3814.155029
	Iteration 26Q: 3 clusters Score -166016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -166029.078125 Penalty: 3814.155029
	Iteration 27Q: 3 clusters Score -166029.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166045.953125 Penalty: 3814.155029
	Iteration 28Q: 3 clusters Score -166046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -166054.156250 Penalty: 3814.155029
	Iteration 29Q: 3 clusters Score -166054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -166061.625000 Penalty: 3814.155029
	Iteration 30Q: 3 clusters Score -166061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -166067.953125 Penalty: 3814.155029
	Iteration 31Q: 3 clusters Score -166068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -166075.046875 Penalty: 3814.155029
	Iteration 32Q: 3 clusters Score -166075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166082.765625 Penalty: 3814.155029
	Iteration 33Q: 3 clusters Score -166082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -166090.281250 Penalty: 3814.155029
	Iteration 34Q: 3 clusters Score -166090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -166095.171875 Penalty: 3814.155029
	Iteration 35Q: 3 clusters Score -166095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -166097.250000 Penalty: 3814.155029
	Iteration 36Q: 3 clusters Score -166097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -166098.609375 Penalty: 3814.155029
	Iteration 37Q: 3 clusters Score -166098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -166102.734375 Penalty: 3814.155029
	Iteration 38Q: 3 clusters Score -166102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -166108.218750 Penalty: 3814.155029
	Iteration 39Q: 3 clusters Score -166108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166111.703125 Penalty: 3814.155029
	Iteration 40F: 3 clusters Score -166111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166112.531250 Penalty: 3814.155029
	Iteration 41Q: 3 clusters Score -166112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166112.531250 Penalty: 3814.155029
	Iteration 42F: 3 clusters Score -166112.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1423881.125000 Penalty: 2382.544434
	Iteration 0F: 2 clusters Score -1423881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1413086.250000 Penalty: 4765.088867
	Iteration 0F: 3 clusters Score -1413086 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1416492.625000 Penalty: 4765.088867
	Iteration 1F: 3 clusters Score -1416493 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1416926.875000 Penalty: 4765.088867
	Iteration 2F: 3 clusters Score -1416927 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1417295.500000 Penalty: 4765.088867
	Iteration 3F: 3 clusters Score -1417296 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1417607.875000 Penalty: 4765.088867
	Iteration 4Q: 3 clusters Score -1417608 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1417888.000000 Penalty: 4765.088867
	Iteration 5Q: 3 clusters Score -1417888 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1418158.750000 Penalty: 4765.088867
	Iteration 6Q: 3 clusters Score -1418159 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1418395.875000 Penalty: 4765.088867
	Iteration 7Q: 3 clusters Score -1418396 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1418640.750000 Penalty: 4765.088867
	Iteration 8Q: 3 clusters Score -1418641 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1418952.375000 Penalty: 4765.088867
	Iteration 9Q: 3 clusters Score -1418952 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1419292.500000 Penalty: 4765.088867
	Iteration 10Q: 3 clusters Score -1419292 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1419676.375000 Penalty: 4765.088867
	Iteration 11Q: 3 clusters Score -1419676 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1420065.875000 Penalty: 4765.088867
	Iteration 12Q: 3 clusters Score -1420066 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1420429.375000 Penalty: 4765.088867
	Iteration 13Q: 3 clusters Score -1420429 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1420741.750000 Penalty: 4765.088867
	Iteration 14Q: 3 clusters Score -1420742 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1421033.000000 Penalty: 4765.088867
	Iteration 15Q: 3 clusters Score -1421033 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1421271.250000 Penalty: 4765.088867
	Iteration 16Q: 3 clusters Score -1421271 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1421445.250000 Penalty: 4765.088867
	Iteration 17Q: 3 clusters Score -1421445 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1421557.625000 Penalty: 4765.088867
	Iteration 18Q: 3 clusters Score -1421558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1421614.750000 Penalty: 4765.088867
	Iteration 19Q: 3 clusters Score -1421615 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1421676.250000 Penalty: 4765.088867
	Iteration 20F: 3 clusters Score -1421676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1421728.125000 Penalty: 4765.088867
	Iteration 21Q: 3 clusters Score -1421728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1421765.000000 Penalty: 4765.088867
	Iteration 22Q: 3 clusters Score -1421765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1421795.375000 Penalty: 4765.088867
	Iteration 23Q: 3 clusters Score -1421795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1421815.875000 Penalty: 4765.088867
	Iteration 24Q: 3 clusters Score -1421816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1421824.500000 Penalty: 4765.088867
	Iteration 25Q: 3 clusters Score -1421824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1421836.750000 Penalty: 4765.088867
	Iteration 26Q: 3 clusters Score -1421837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1421842.875000 Penalty: 4765.088867
	Iteration 27Q: 3 clusters Score -1421843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1421849.875000 Penalty: 4765.088867
	Iteration 28Q: 3 clusters Score -1421850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1421852.125000 Penalty: 4765.088867
	Iteration 29Q: 3 clusters Score -1421852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1421859.625000 Penalty: 4765.088867
	Iteration 30Q: 3 clusters Score -1421860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1421864.500000 Penalty: 4765.088867
	Iteration 31Q: 3 clusters Score -1421864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1421870.750000 Penalty: 4765.088867
	Iteration 32Q: 3 clusters Score -1421871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1421873.875000 Penalty: 4765.088867
	Iteration 33Q: 3 clusters Score -1421874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1421880.250000 Penalty: 4765.088867
	Iteration 34Q: 3 clusters Score -1421880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1421888.625000 Penalty: 4765.088867
	Iteration 35Q: 3 clusters Score -1421889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1421901.125000 Penalty: 4765.088867
	Iteration 36Q: 3 clusters Score -1421901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1421905.875000 Penalty: 4765.088867
	Iteration 37Q: 3 clusters Score -1421906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1421911.375000 Penalty: 4765.088867
	Iteration 38Q: 3 clusters Score -1421911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1421915.625000 Penalty: 4765.088867
	Iteration 39Q: 3 clusters Score -1421916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1421922.000000 Penalty: 4765.088867
	Iteration 40F: 3 clusters Score -1421922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1421929.250000 Penalty: 4765.088867
	Iteration 41Q: 3 clusters Score -1421929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1421932.500000 Penalty: 4765.088867
	Iteration 42Q: 3 clusters Score -1421932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1421937.375000 Penalty: 4765.088867
	Iteration 43Q: 3 clusters Score -1421937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1421944.875000 Penalty: 4765.088867
	Iteration 44Q: 3 clusters Score -1421945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1421951.375000 Penalty: 4765.088867
	Iteration 45Q: 3 clusters Score -1421951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1421957.000000 Penalty: 4765.088867
	Iteration 46Q: 3 clusters Score -1421957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1421958.625000 Penalty: 4765.088867
	Iteration 47Q: 3 clusters Score -1421959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1421961.250000 Penalty: 4765.088867
	Iteration 48Q: 3 clusters Score -1421961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1421962.500000 Penalty: 4765.088867
	Iteration 49Q: 3 clusters Score -1421962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1421964.750000 Penalty: 4765.088867
	Iteration 50Q: 3 clusters Score -1421965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1421964.625000 Penalty: 4765.088867
	Iteration 51Q: 3 clusters Score -1421965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1421964.125000 Penalty: 4765.088867
	Iteration 52Q: 3 clusters Score -1421964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1421964.125000 Penalty: 4765.088867
	Iteration 53F: 3 clusters Score -1421964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -243911.359375 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -243911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -240913.484375 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -240913.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -241460.296875 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -241460.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -241566.781250 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -241566.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -241631.281250 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -241631.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -241675.515625 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -241675.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -241707.218750 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -241707.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -241736.062500 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -241736.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -241756.906250 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -241756.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -241776.187500 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -241776.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -241796.875000 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -241796.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241819.406250 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -241819.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -241835.031250 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -241835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241850.171875 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -241850.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -241860.484375 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -241860.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241868.953125 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -241869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241874.875000 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -241874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -241883.234375 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -241883.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -241893.406250 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -241893.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241906.046875 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -241906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241922.578125 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -241922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -241932.765625 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -241932.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -241941.250000 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -241941.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -241950.609375 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -241950.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241960.765625 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -241960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241967.046875 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -241967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241975.328125 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -241975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -241980.515625 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -241980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -241982.359375 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -241982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -241985.140625 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -241985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241989.078125 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -241989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -241989.437500 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -241989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241992.234375 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -241992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -241996.296875 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -241996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242000.656250 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -242000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -242004.296875 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -242004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -242006.125000 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -242006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -242006.796875 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -242006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -242009.187500 Penalty: 3901.133301
	Iteration 37Q: 3 clusters Score -242009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242009.718750 Penalty: 3901.133301
	Iteration 38Q: 3 clusters Score -242009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -242010.718750 Penalty: 3901.133301
	Iteration 39Q: 3 clusters Score -242010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -242011.468750 Penalty: 3901.133301
	Iteration 40F: 3 clusters Score -242011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -242012.968750 Penalty: 3901.133301
	Iteration 41Q: 3 clusters Score -242013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242013.015625 Penalty: 3901.133301
	Iteration 42Q: 3 clusters Score -242013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -242013.015625 Penalty: 3901.133301
	Iteration 43Q: 3 clusters Score -242013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -242015.875000 Penalty: 3901.133301
	Iteration 44Q: 3 clusters Score -242015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -242017.390625 Penalty: 3901.133301
	Iteration 45Q: 3 clusters Score -242017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -242019.703125 Penalty: 3901.133301
	Iteration 46Q: 3 clusters Score -242019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -242019.937500 Penalty: 3901.133301
	Iteration 47Q: 3 clusters Score -242019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -242020.500000 Penalty: 3901.133301
	Iteration 48Q: 3 clusters Score -242020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -242020.500000 Penalty: 3901.133301
	Iteration 49F: 3 clusters Score -242020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Entering Unmasked Estep 
Score: -1492473.375000 Penalty: 2379.473145
	Iteration 0F: 2 clusters Score -1492473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1481765.625000 Penalty: 4758.946289
	Iteration 0F: 3 clusters Score -1481766 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1485182.250000 Penalty: 4758.946289
	Iteration 1F: 3 clusters Score -1485182 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1485496.000000 Penalty: 4758.946289
	Iteration 2F: 3 clusters Score -1485496 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1485758.500000 Penalty: 4758.946289
	Iteration 3Q: 3 clusters Score -1485758 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1485964.125000 Penalty: 4758.946289
	Iteration 4Q: 3 clusters Score -1485964 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1486183.125000 Penalty: 4758.946289
	Iteration 5Q: 3 clusters Score -1486183 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1486357.750000 Penalty: 4758.946289
	Iteration 6Q: 3 clusters Score -1486358 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1486547.500000 Penalty: 4758.946289
	Iteration 7Q: 3 clusters Score -1486548 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1486738.875000 Penalty: 4758.946289
	Iteration 8Q: 3 clusters Score -1486739 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1486947.750000 Penalty: 4758.946289
	Iteration 9Q: 3 clusters Score -1486948 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1487122.375000 Penalty: 4758.946289
	Iteration 10Q: 3 clusters Score -1487122 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1487303.875000 Penalty: 4758.946289
	Iteration 11Q: 3 clusters Score -1487304 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1487511.250000 Penalty: 4758.946289
	Iteration 12Q: 3 clusters Score -1487511 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1487738.500000 Penalty: 4758.946289
	Iteration 13Q: 3 clusters Score -1487738 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1487997.625000 Penalty: 4758.946289
	Iteration 14Q: 3 clusters Score -1487998 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1488316.875000 Penalty: 4758.946289
	Iteration 15Q: 3 clusters Score -1488317 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1488718.500000 Penalty: 4758.946289
	Iteration 16Q: 3 clusters Score -1488718 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1489119.500000 Penalty: 4758.946289
	Iteration 17Q: 3 clusters Score -1489120 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1489465.375000 Penalty: 4758.946289
	Iteration 18Q: 3 clusters Score -1489465 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1489712.000000 Penalty: 4758.946289
	Iteration 19Q: 3 clusters Score -1489712 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1489896.250000 Penalty: 4758.946289
	Iteration 20F: 3 clusters Score -1489896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1490028.625000 Penalty: 4758.946289
	Iteration 21Q: 3 clusters Score -1490029 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1490137.000000 Penalty: 4758.946289
	Iteration 22Q: 3 clusters Score -1490137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1490212.250000 Penalty: 4758.946289
	Iteration 23Q: 3 clusters Score -1490212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1490289.625000 Penalty: 4758.946289
	Iteration 24Q: 3 clusters Score -1490290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1490342.500000 Penalty: 4758.946289
	Iteration 25Q: 3 clusters Score -1490342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1490384.750000 Penalty: 4758.946289
	Iteration 26Q: 3 clusters Score -1490385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1490415.875000 Penalty: 4758.946289
	Iteration 27Q: 3 clusters Score -1490416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1490425.750000 Penalty: 4758.946289
	Iteration 28Q: 3 clusters Score -1490426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1490448.875000 Penalty: 4758.946289
	Iteration 29Q: 3 clusters Score -1490449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1490462.375000 Penalty: 4758.946289
	Iteration 30Q: 3 clusters Score -1490462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1490484.250000 Penalty: 4758.946289
	Iteration 31Q: 3 clusters Score -1490484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1490487.250000 Penalty: 4758.946289
	Iteration 32Q: 3 clusters Score -1490487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1490494.000000 Penalty: 4758.946289
	Iteration 33Q: 3 clusters Score -1490494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1490499.375000 Penalty: 4758.946289
	Iteration 34Q: 3 clusters Score -1490499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1490505.375000 Penalty: 4758.946289
	Iteration 35Q: 3 clusters Score -1490505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1490509.125000 Penalty: 4758.946289
	Iteration 36Q: 3 clusters Score -1490509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1490521.000000 Penalty: 4758.946289
	Iteration 37Q: 3 clusters Score -1490521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1490534.375000 Penalty: 4758.946289
	Iteration 38Q: 3 clusters Score -1490534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1490545.625000 Penalty: 4758.946289
	Iteration 39Q: 3 clusters Score -1490546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1490555.750000 Penalty: 4758.946289
	Iteration 40F: 3 clusters Score -1490556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1490561.500000 Penalty: 4758.946289
	Iteration 41Q: 3 clusters Score -1490562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1490564.375000 Penalty: 4758.946289
	Iteration 42Q: 3 clusters Score -1490564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1490572.875000 Penalty: 4758.946289
	Iteration 43Q: 3 clusters Score -1490573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1490574.875000 Penalty: 4758.946289
	Iteration 44Q: 3 clusters Score -1490575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1490578.000000 Penalty: 4758.946289
	Iteration 45Q: 3 clusters Score -1490578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1490583.125000 Penalty: 4758.946289
	Iteration 46Q: 3 clusters Score -1490583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1490585.500000 Penalty: 4758.946289
	Iteration 47Q: 3 clusters Score -1490586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1490583.000000 Penalty: 4758.946289
	Iteration 48Q: 3 clusters Score -1490583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1490586.500000 Penalty: 4758.946289
	Iteration 49Q: 3 clusters Score -1490586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1490593.750000 Penalty: 4758.946289
	Iteration 50Q: 3 clusters Score -1490594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1490603.625000 Penalty: 4758.946289
	Iteration 51Q: 3 clusters Score -1490604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1490608.375000 Penalty: 4758.946289
	Iteration 52Q: 3 clusters Score -1490608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1490613.625000 Penalty: 4758.946289
	Iteration 53Q: 3 clusters Score -1490614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1490624.625000 Penalty: 4758.946289
	Iteration 54Q: 3 clusters Score -1490625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1490631.250000 Penalty: 4758.946289
	Iteration 55Q: 3 clusters Score -1490631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1490633.500000 Penalty: 4758.946289
	Iteration 56Q: 3 clusters Score -1490634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1490634.250000 Penalty: 4758.946289
	Iteration 57Q: 3 clusters Score -1490634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1490630.750000 Penalty: 4758.946289
	Iteration 58Q: 3 clusters Score -1490631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1490631.500000 Penalty: 4758.946289
	Iteration 59Q: 3 clusters Score -1490632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1490634.125000 Penalty: 4758.946289
	Iteration 60F: 3 clusters Score -1490634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -305496.468750 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -305496.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -302157.562500 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -302157.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -302800.031250 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -302800 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -302958.937500 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -302958.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -303038.250000 Penalty: 3983.083252
	Iteration 3Q: 3 clusters Score -303038.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303086.468750 Penalty: 3983.083252
	Iteration 4Q: 3 clusters Score -303086.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -303116.000000 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -303116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -303141.281250 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -303141.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -303169.656250 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -303169.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -303187.156250 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -303187.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -303199.218750 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -303199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -303205.906250 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -303205.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -303213.812500 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -303213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303219.281250 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -303219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -303224.812500 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -303224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -303228.687500 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -303228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -303232.625000 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -303232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -303233.937500 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -303233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303235.593750 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -303235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303236.281250 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -303236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -303236.406250 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -303236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303237.437500 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -303237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Entering Unmasked Estep 
Score: -654566.062500 Penalty: 2187.533447
	Iteration 0F: 2 clusters Score -654566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -648921.875000 Penalty: 4375.066895
	Iteration 0F: 3 clusters Score -648921.9 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -650387.812500 Penalty: 4375.066895
	Iteration 1F: 3 clusters Score -650387.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -650627.562500 Penalty: 4375.066895
	Iteration 2F: 3 clusters Score -650627.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -650794.812500 Penalty: 4375.066895
	Iteration 3F: 3 clusters Score -650794.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -650905.062500 Penalty: 4375.066895
	Iteration 4Q: 3 clusters Score -650905.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -650991.062500 Penalty: 4375.066895
	Iteration 5Q: 3 clusters Score -650991.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -651072.625000 Penalty: 4375.066895
	Iteration 6Q: 3 clusters Score -651072.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -651148.062500 Penalty: 4375.066895
	Iteration 7Q: 3 clusters Score -651148.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -651221.312500 Penalty: 4375.066895
	Iteration 8Q: 3 clusters Score -651221.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -651317.375000 Penalty: 4375.066895
	Iteration 9Q: 3 clusters Score -651317.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -651425.625000 Penalty: 4375.066895
	Iteration 10Q: 3 clusters Score -651425.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -651548.062500 Penalty: 4375.066895
	Iteration 11Q: 3 clusters Score -651548.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -651688.562500 Penalty: 4375.066895
	Iteration 12Q: 3 clusters Score -651688.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -651840.187500 Penalty: 4375.066895
	Iteration 13Q: 3 clusters Score -651840.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -651971.000000 Penalty: 4375.066895
	Iteration 14Q: 3 clusters Score -651971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -652084.312500 Penalty: 4375.066895
	Iteration 15Q: 3 clusters Score -652084.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -652177.562500 Penalty: 4375.066895
	Iteration 16Q: 3 clusters Score -652177.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -652251.812500 Penalty: 4375.066895
	Iteration 17Q: 3 clusters Score -652251.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -652305.375000 Penalty: 4375.066895
	Iteration 18Q: 3 clusters Score -652305.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -652344.312500 Penalty: 4375.066895
	Iteration 19Q: 3 clusters Score -652344.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -652376.000000 Penalty: 4375.066895
	Iteration 20F: 3 clusters Score -652376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -652402.312500 Penalty: 4375.066895
	Iteration 21Q: 3 clusters Score -652402.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -652423.125000 Penalty: 4375.066895
	Iteration 22Q: 3 clusters Score -652423.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -652440.625000 Penalty: 4375.066895
	Iteration 23Q: 3 clusters Score -652440.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -652456.812500 Penalty: 4375.066895
	Iteration 24Q: 3 clusters Score -652456.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -652473.312500 Penalty: 4375.066895
	Iteration 25Q: 3 clusters Score -652473.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -652485.687500 Penalty: 4375.066895
	Iteration 26Q: 3 clusters Score -652485.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -652492.000000 Penalty: 4375.066895
	Iteration 27Q: 3 clusters Score -652492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -652496.562500 Penalty: 4375.066895
	Iteration 28Q: 3 clusters Score -652496.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -652508.500000 Penalty: 4375.066895
	Iteration 29Q: 3 clusters Score -652508.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -652517.250000 Penalty: 4375.066895
	Iteration 30Q: 3 clusters Score -652517.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -652524.125000 Penalty: 4375.066895
	Iteration 31Q: 3 clusters Score -652524.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -652531.000000 Penalty: 4375.066895
	Iteration 32Q: 3 clusters Score -652531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -652538.937500 Penalty: 4375.066895
	Iteration 33Q: 3 clusters Score -652538.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -652543.125000 Penalty: 4375.066895
	Iteration 34Q: 3 clusters Score -652543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -652545.125000 Penalty: 4375.066895
	Iteration 35Q: 3 clusters Score -652545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -652549.500000 Penalty: 4375.066895
	Iteration 36Q: 3 clusters Score -652549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -652552.125000 Penalty: 4375.066895
	Iteration 37Q: 3 clusters Score -652552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -652555.250000 Penalty: 4375.066895
	Iteration 38Q: 3 clusters Score -652555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -652556.000000 Penalty: 4375.066895
	Iteration 39Q: 3 clusters Score -652556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -652555.625000 Penalty: 4375.066895
	Iteration 40F: 3 clusters Score -652555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -652556.312500 Penalty: 4375.066895
	Iteration 41Q: 3 clusters Score -652556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -652556.312500 Penalty: 4375.066895
	Iteration 42F: 3 clusters Score -652556.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -202735.062500 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -202735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -199710.390625 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -199710.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -200558.843750 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -200558.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -200921.671875 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -200921.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -201174.781250 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -201174.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -201340.093750 Penalty: 3942.223877
	Iteration 4F: 3 clusters Score -201340.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -201466.718750 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -201466.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -201598.781250 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -201598.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -201700.531250 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -201700.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -201765.562500 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -201765.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -201814.765625 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -201814.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -201840.250000 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -201840.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -201860.109375 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -201860.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -201876.109375 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -201876.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201892.000000 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -201892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -201902.187500 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -201902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -201906.250000 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -201906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -201907.921875 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -201907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201909.140625 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -201909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -201909.500000 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -201909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -201909.968750 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -201910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -201910.984375 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -201911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -201910.968750 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -201911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201911.437500 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -201911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201911.437500 Penalty: 3942.223877
	Iteration 23F: 3 clusters Score -201911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -290803.718750 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -290803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -287503.062500 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -287503.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -288219.125000 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -288219.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -288415.937500 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -288415.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -288542.843750 Penalty: 3980.656250
	Iteration 3F: 3 clusters Score -288542.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -288637.875000 Penalty: 3980.656250
	Iteration 4Q: 3 clusters Score -288637.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -288708.500000 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -288708.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -288760.500000 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -288760.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -288826.562500 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -288826.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288891.125000 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -288891.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -288946.031250 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -288946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288993.343750 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -288993.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -289048.750000 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -289048.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289106.125000 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -289106.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -289149.968750 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -289150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289187.187500 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -289187.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289211.562500 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -289211.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -289243.093750 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -289243.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289265.406250 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -289265.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -289288.437500 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -289288.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -289314.125000 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -289314.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289340.562500 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -289340.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -289375.687500 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -289375.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -289423.500000 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -289423.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -289474.875000 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -289474.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289514.562500 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -289514.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289538.156250 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -289538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289562.062500 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -289562.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289593.687500 Penalty: 3980.656250
	Iteration 27Q: 3 clusters Score -289593.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -289617.218750 Penalty: 3980.656250
	Iteration 28Q: 3 clusters Score -289617.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289639.562500 Penalty: 3980.656250
	Iteration 29Q: 3 clusters Score -289639.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289648.343750 Penalty: 3980.656250
	Iteration 30Q: 3 clusters Score -289648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289652.843750 Penalty: 3980.656250
	Iteration 31Q: 3 clusters Score -289652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289653.968750 Penalty: 3980.656250
	Iteration 32Q: 3 clusters Score -289654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289655.156250 Penalty: 3980.656250
	Iteration 33Q: 3 clusters Score -289655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -289655.906250 Penalty: 3980.656250
	Iteration 34Q: 3 clusters Score -289655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -289655.906250 Penalty: 3980.656250
	Iteration 35F: 3 clusters Score -289655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (117619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117619 members 
Entering Unmasked Estep 
Score: -11664121.000000 Penalty: 2895.451172
	Iteration 0F: 2 clusters Score -1.166412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -11585508.000000 Penalty: 5790.902344
	Iteration 0F: 3 clusters Score -1.158551e+07 nChanged 55702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -11617105.000000 Penalty: 5790.902344
	Iteration 1F: 3 clusters Score -1.16171e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -11617897.000000 Penalty: 5790.902344
	Iteration 2Q: 3 clusters Score -1.16179e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -11618931.000000 Penalty: 5790.902344
	Iteration 3Q: 3 clusters Score -1.161893e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -11620190.000000 Penalty: 5790.902344
	Iteration 4Q: 3 clusters Score -1.162019e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -11622079.000000 Penalty: 5790.902344
	Iteration 5Q: 3 clusters Score -1.162208e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -11625056.000000 Penalty: 5790.902344
	Iteration 6Q: 3 clusters Score -1.162506e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -11629906.000000 Penalty: 5790.902344
	Iteration 7F: 3 clusters Score -1.162991e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -11636579.000000 Penalty: 5790.902344
	Iteration 8F: 3 clusters Score -1.163658e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -11644718.000000 Penalty: 5790.902344
	Iteration 9F: 3 clusters Score -1.164472e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -11652111.000000 Penalty: 5790.902344
	Iteration 10F: 3 clusters Score -1.165211e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -11657120.000000 Penalty: 5790.902344
	Iteration 11Q: 3 clusters Score -1.165712e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -11659629.000000 Penalty: 5790.902344
	Iteration 12Q: 3 clusters Score -1.165963e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115130 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -11660665.000000 Penalty: 5790.902344
	Iteration 13Q: 3 clusters Score -1.166066e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115729 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11661174.000000 Penalty: 5790.902344
	Iteration 14Q: 3 clusters Score -1.166117e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116057 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11661477.000000 Penalty: 5790.902344
	Iteration 15Q: 3 clusters Score -1.166148e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116224 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11661646.000000 Penalty: 5790.902344
	Iteration 16Q: 3 clusters Score -1.166165e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116309 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11661755.000000 Penalty: 5790.902344
	Iteration 17Q: 3 clusters Score -1.166176e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11661809.000000 Penalty: 5790.902344
	Iteration 18Q: 3 clusters Score -1.166181e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11661853.000000 Penalty: 5790.902344
	Iteration 19Q: 3 clusters Score -1.166185e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11661898.000000 Penalty: 5790.902344
	Iteration 20F: 3 clusters Score -1.16619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11661921.000000 Penalty: 5790.902344
	Iteration 21Q: 3 clusters Score -1.166192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11661942.000000 Penalty: 5790.902344
	Iteration 22Q: 3 clusters Score -1.166194e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11661963.000000 Penalty: 5790.902344
	Iteration 23Q: 3 clusters Score -1.166196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11661978.000000 Penalty: 5790.902344
	Iteration 24Q: 3 clusters Score -1.166198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11661998.000000 Penalty: 5790.902344
	Iteration 25Q: 3 clusters Score -1.1662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11662011.000000 Penalty: 5790.902344
	Iteration 26Q: 3 clusters Score -1.166201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116513 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11662014.000000 Penalty: 5790.902344
	Iteration 27Q: 3 clusters Score -1.166201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11662038.000000 Penalty: 5790.902344
	Iteration 28Q: 3 clusters Score -1.166204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -11662047.000000 Penalty: 5790.902344
	Iteration 29Q: 3 clusters Score -1.166205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11662066.000000 Penalty: 5790.902344
	Iteration 30Q: 3 clusters Score -1.166207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11662057.000000 Penalty: 5790.902344
	Iteration 31Q: 3 clusters Score -1.166206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11662073.000000 Penalty: 5790.902344
	Iteration 32Q: 3 clusters Score -1.166207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116550 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11662088.000000 Penalty: 5790.902344
	Iteration 33Q: 3 clusters Score -1.166209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11662100.000000 Penalty: 5790.902344
	Iteration 34Q: 3 clusters Score -1.16621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11662098.000000 Penalty: 5790.902344
	Iteration 35Q: 3 clusters Score -1.16621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11662099.000000 Penalty: 5790.902344
	Iteration 36Q: 3 clusters Score -1.16621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11662091.000000 Penalty: 5790.902344
	Iteration 37Q: 3 clusters Score -1.166209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116586 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11662108.000000 Penalty: 5790.902344
	Iteration 38Q: 3 clusters Score -1.166211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11662112.000000 Penalty: 5790.902344
	Iteration 39Q: 3 clusters Score -1.166211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116595 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11662122.000000 Penalty: 5790.902344
	Iteration 40F: 3 clusters Score -1.166212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11662114.000000 Penalty: 5790.902344
	Iteration 41Q: 3 clusters Score -1.166211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11662115.000000 Penalty: 5790.902344
	Iteration 42Q: 3 clusters Score -1.166212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11662115.000000 Penalty: 5790.902344
	Iteration 43Q: 3 clusters Score -1.166212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -11662119.000000 Penalty: 5790.902344
	Iteration 44Q: 3 clusters Score -1.166212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11662121.000000 Penalty: 5790.902344
	Iteration 45Q: 3 clusters Score -1.166212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11662121.000000 Penalty: 5790.902344
	Iteration 46F: 3 clusters Score -1.166212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -82089.523438 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -82089.52 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 432 members 
Entering Unmasked Estep 
Score: -80257.367188 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -80257.37 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80527.984375 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -80527.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80604.250000 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -80604.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80646.273438 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -80646.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80664.687500 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -80664.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80670.140625 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -80670.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80674.796875 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -80674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80675.484375 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -80675.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80675.484375 Penalty: 3358.311768
	Iteration 8F: 3 clusters Score -80675.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37332.261719 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37332.26 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 212 members 
Entering Unmasked Estep 
Score: -35923.015625 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -35923.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36044.066406 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -36044.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36073.812500 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -36073.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36087.957031 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36087.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36096.347656 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36096.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36096.347656 Penalty: 2988.829590
	Iteration 5F: 3 clusters Score -36096.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -38379.234375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -38379.23 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 213 members 
Entering Unmasked Estep 
Score: -36930.289062 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36930.29 nChanged 58
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: -37071.976562 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -37071.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37108.218750 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -37108.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37117.707031 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37117.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37118.406250 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37118.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37118.406250 Penalty: 2997.145996
	Iteration 5F: 3 clusters Score -37118.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -316593.531250 Penalty: 2014.348145
	Iteration 0F: 2 clusters Score -316593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -313092.593750 Penalty: 4028.696289
	Iteration 0F: 3 clusters Score -313092.6 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313810.406250 Penalty: 4028.696289
	Iteration 1F: 3 clusters Score -313810.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -313983.406250 Penalty: 4028.696289
	Iteration 2F: 3 clusters Score -313983.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -314096.875000 Penalty: 4028.696289
	Iteration 3F: 3 clusters Score -314096.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -314160.500000 Penalty: 4028.696289
	Iteration 4Q: 3 clusters Score -314160.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314198.125000 Penalty: 4028.696289
	Iteration 5Q: 3 clusters Score -314198.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -314224.593750 Penalty: 4028.696289
	Iteration 6Q: 3 clusters Score -314224.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -314251.437500 Penalty: 4028.696289
	Iteration 7Q: 3 clusters Score -314251.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -314275.062500 Penalty: 4028.696289
	Iteration 8Q: 3 clusters Score -314275.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -314305.625000 Penalty: 4028.696289
	Iteration 9Q: 3 clusters Score -314305.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -314336.968750 Penalty: 4028.696289
	Iteration 10Q: 3 clusters Score -314337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -314375.968750 Penalty: 4028.696289
	Iteration 11Q: 3 clusters Score -314376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -314412.125000 Penalty: 4028.696289
	Iteration 12Q: 3 clusters Score -314412.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -314461.156250 Penalty: 4028.696289
	Iteration 13Q: 3 clusters Score -314461.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -314520.062500 Penalty: 4028.696289
	Iteration 14Q: 3 clusters Score -314520.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -314575.125000 Penalty: 4028.696289
	Iteration 15Q: 3 clusters Score -314575.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -314623.875000 Penalty: 4028.696289
	Iteration 16Q: 3 clusters Score -314623.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -314664.250000 Penalty: 4028.696289
	Iteration 17Q: 3 clusters Score -314664.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -314690.875000 Penalty: 4028.696289
	Iteration 18Q: 3 clusters Score -314690.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -314710.562500 Penalty: 4028.696289
	Iteration 19Q: 3 clusters Score -314710.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -314727.625000 Penalty: 4028.696289
	Iteration 20F: 3 clusters Score -314727.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -314740.375000 Penalty: 4028.696289
	Iteration 21Q: 3 clusters Score -314740.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -314755.875000 Penalty: 4028.696289
	Iteration 22Q: 3 clusters Score -314755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -314776.406250 Penalty: 4028.696289
	Iteration 23Q: 3 clusters Score -314776.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -314799.875000 Penalty: 4028.696289
	Iteration 24Q: 3 clusters Score -314799.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -314824.687500 Penalty: 4028.696289
	Iteration 25Q: 3 clusters Score -314824.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -314844.593750 Penalty: 4028.696289
	Iteration 26Q: 3 clusters Score -314844.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -314861.218750 Penalty: 4028.696289
	Iteration 27Q: 3 clusters Score -314861.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -314878.531250 Penalty: 4028.696289
	Iteration 28Q: 3 clusters Score -314878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -314888.562500 Penalty: 4028.696289
	Iteration 29Q: 3 clusters Score -314888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -314903.281250 Penalty: 4028.696289
	Iteration 30Q: 3 clusters Score -314903.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -314918.593750 Penalty: 4028.696289
	Iteration 31Q: 3 clusters Score -314918.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -314936.093750 Penalty: 4028.696289
	Iteration 32Q: 3 clusters Score -314936.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -314950.218750 Penalty: 4028.696289
	Iteration 33Q: 3 clusters Score -314950.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -314964.000000 Penalty: 4028.696289
	Iteration 34Q: 3 clusters Score -314964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -314975.937500 Penalty: 4028.696289
	Iteration 35Q: 3 clusters Score -314975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -314979.625000 Penalty: 4028.696289
	Iteration 36Q: 3 clusters Score -314979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314981.968750 Penalty: 4028.696289
	Iteration 37Q: 3 clusters Score -314982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314984.281250 Penalty: 4028.696289
	Iteration 38Q: 3 clusters Score -314984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314986.218750 Penalty: 4028.696289
	Iteration 39Q: 3 clusters Score -314986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314987.218750 Penalty: 4028.696289
	Iteration 40F: 3 clusters Score -314987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -314988.562500 Penalty: 4028.696289
	Iteration 41Q: 3 clusters Score -314988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -314989.656250 Penalty: 4028.696289
	Iteration 42Q: 3 clusters Score -314989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -314990.937500 Penalty: 4028.696289
	Iteration 43Q: 3 clusters Score -314990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -314990.937500 Penalty: 4028.696289
	Iteration 44F: 3 clusters Score -314990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -75195.531250 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -75195.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73395.835938 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -73395.84 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73622.882812 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -73622.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73702.070312 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -73702.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73756.132812 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -73756.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73791.898438 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -73791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73801.523438 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -73801.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73809.695312 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -73809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73815.906250 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -73815.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73823.101562 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -73823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73823.804688 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -73823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73826.968750 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -73826.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73832.976562 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -73832.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73832.976562 Penalty: 3316.187012
	Iteration 12F: 3 clusters Score -73832.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9678 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40128 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29398 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 56223 members 
Mstep: Class 22 contains 98667 members 
Mstep: Class 23 contains 74547 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9634 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32662 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 96270 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6773 members 
Mstep: Class 53 contains 2830 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117619 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140296.000000 Penalty: 200791.921875
Iteration 319Q: 60 clusters Score -8.41403e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40246 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29396 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 56207 members 
Mstep: Class 22 contains 98682 members 
Mstep: Class 23 contains 74551 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32661 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7375 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9016 members 
Mstep: Class 38 contains 36666 members 
Mstep: Class 39 contains 96166 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13450 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6773 members 
Mstep: Class 53 contains 2836 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117612 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140336.000000 Penalty: 200791.921875
Iteration 320F: 60 clusters Score -8.414034e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40343 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29393 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 56187 members 
Mstep: Class 22 contains 98687 members 
Mstep: Class 23 contains 74562 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20448 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32660 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36668 members 
Mstep: Class 39 contains 96072 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13450 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14869 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2838 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117613 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3369 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140312.000000 Penalty: 200791.921875
Iteration 321Q: 60 clusters Score -8.414031e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 9676 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40459 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29384 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 56176 members 
Mstep: Class 22 contains 98685 members 
Mstep: Class 23 contains 74573 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32659 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33492 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36669 members 
Mstep: Class 39 contains 95978 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13451 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14868 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2842 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117604 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140328.000000 Penalty: 200791.921875
Iteration 322Q: 60 clusters Score -8.414033e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 9675 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40568 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 56159 members 
Mstep: Class 22 contains 98698 members 
Mstep: Class 23 contains 74570 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20448 members 
Mstep: Class 27 contains 9631 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32657 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7376 members 
Mstep: Class 35 contains 33488 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36669 members 
Mstep: Class 39 contains 95888 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13449 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14868 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14688 members 
Mstep: Class 51 contains 3073 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2847 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117602 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140240.000000 Penalty: 200791.921875
Iteration 323Q: 60 clusters Score -8.414024e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 9673 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40696 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29366 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56148 members 
Mstep: Class 22 contains 98699 members 
Mstep: Class 23 contains 74569 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20448 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32656 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7377 members 
Mstep: Class 35 contains 33488 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9020 members 
Mstep: Class 38 contains 36665 members 
Mstep: Class 39 contains 95788 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13447 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14688 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2848 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117598 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140352.000000 Penalty: 200791.921875
Iteration 324Q: 60 clusters Score -8.414035e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9672 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40814 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29356 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56121 members 
Mstep: Class 22 contains 98715 members 
Mstep: Class 23 contains 74573 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 9633 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32656 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33487 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9021 members 
Mstep: Class 38 contains 36663 members 
Mstep: Class 39 contains 95695 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13447 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14688 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2848 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117589 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140344.000000 Penalty: 200791.921875
Iteration 325Q: 60 clusters Score -8.414034e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9671 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 40927 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56097 members 
Mstep: Class 22 contains 98738 members 
Mstep: Class 23 contains 74576 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 9635 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32653 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33492 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9022 members 
Mstep: Class 38 contains 36662 members 
Mstep: Class 39 contains 95604 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13447 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9098 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2848 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117574 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140304.000000 Penalty: 200791.921875
Iteration 326Q: 60 clusters Score -8.41403e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9667 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41028 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 29334 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56071 members 
Mstep: Class 22 contains 98774 members 
Mstep: Class 23 contains 74579 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9636 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32651 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9023 members 
Mstep: Class 38 contains 36662 members 
Mstep: Class 39 contains 95512 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13445 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9099 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14688 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2848 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117561 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140352.000000 Penalty: 200791.921875
Iteration 327Q: 60 clusters Score -8.414035e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9665 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41127 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 29326 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56053 members 
Mstep: Class 22 contains 98798 members 
Mstep: Class 23 contains 74585 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32648 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7379 members 
Mstep: Class 35 contains 33496 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9025 members 
Mstep: Class 38 contains 36661 members 
Mstep: Class 39 contains 95422 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13445 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9099 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14871 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2848 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117553 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140312.000000 Penalty: 200791.921875
Iteration 328Q: 60 clusters Score -8.414031e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9665 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41214 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3838 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 29322 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56045 members 
Mstep: Class 22 contains 98820 members 
Mstep: Class 23 contains 74588 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32645 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33493 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9027 members 
Mstep: Class 38 contains 36661 members 
Mstep: Class 39 contains 95343 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13445 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9099 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14689 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2849 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117537 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140296.000000 Penalty: 200791.921875
Iteration 329Q: 60 clusters Score -8.41403e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9662 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41305 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 29315 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56032 members 
Mstep: Class 22 contains 98838 members 
Mstep: Class 23 contains 74586 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32646 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33491 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9031 members 
Mstep: Class 38 contains 36661 members 
Mstep: Class 39 contains 95267 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9099 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14870 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14689 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117524 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140344.000000 Penalty: 200791.921875
Iteration 330Q: 60 clusters Score -8.414034e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9660 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41412 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2960 members 
Mstep: Class 11 contains 29311 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56026 members 
Mstep: Class 22 contains 98855 members 
Mstep: Class 23 contains 74588 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20452 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32643 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33487 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9035 members 
Mstep: Class 38 contains 36662 members 
Mstep: Class 39 contains 95166 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13446 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14689 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117509 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140312.000000 Penalty: 200791.921875
Iteration 331Q: 60 clusters Score -8.414031e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9658 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 41510 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 29308 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56024 members 
Mstep: Class 22 contains 98865 members 
Mstep: Class 23 contains 74597 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32640 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33482 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9040 members 
Mstep: Class 38 contains 36661 members 
Mstep: Class 39 contains 95076 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13445 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117500 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140320.000000 Penalty: 200791.921875
Iteration 332Q: 60 clusters Score -8.414032e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9659 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 41602 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29303 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56020 members 
Mstep: Class 22 contains 98879 members 
Mstep: Class 23 contains 74599 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9638 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32641 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33482 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9041 members 
Mstep: Class 38 contains 36660 members 
Mstep: Class 39 contains 94977 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13444 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14872 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117496 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140288.000000 Penalty: 200791.921875
Iteration 333Q: 60 clusters Score -8.414029e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9660 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 41691 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29296 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 56012 members 
Mstep: Class 22 contains 98903 members 
Mstep: Class 23 contains 74600 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32639 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33481 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9042 members 
Mstep: Class 38 contains 36658 members 
Mstep: Class 39 contains 94875 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13441 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14873 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117501 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140336.000000 Penalty: 200791.921875
Iteration 334Q: 60 clusters Score -8.414034e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 9659 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41790 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55998 members 
Mstep: Class 22 contains 98915 members 
Mstep: Class 23 contains 74601 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20453 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32636 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33478 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9044 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 94771 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13440 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14874 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14689 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6772 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117507 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140320.000000 Penalty: 200791.921875
Iteration 335Q: 60 clusters Score -8.414032e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 9657 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 41898 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29294 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55980 members 
Mstep: Class 22 contains 98929 members 
Mstep: Class 23 contains 74598 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20455 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32635 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7378 members 
Mstep: Class 35 contains 33475 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9045 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 94673 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13438 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9101 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14875 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117511 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140232.000000 Penalty: 200791.921875
Iteration 336Q: 60 clusters Score -8.414023e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 42031 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29292 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55966 members 
Mstep: Class 22 contains 98942 members 
Mstep: Class 23 contains 74592 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20454 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32633 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7379 members 
Mstep: Class 35 contains 33474 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9045 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 94560 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13437 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117506 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140280.000000 Penalty: 200791.921875
Iteration 337Q: 60 clusters Score -8.414028e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 42168 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29292 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55956 members 
Mstep: Class 22 contains 98953 members 
Mstep: Class 23 contains 74586 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20684 members 
Mstep: Class 26 contains 20452 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32633 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7380 members 
Mstep: Class 35 contains 33474 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9045 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 94447 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13436 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14875 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117495 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140328.000000 Penalty: 200791.921875
Iteration 338Q: 60 clusters Score -8.414033e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9647 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 42310 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29288 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55947 members 
Mstep: Class 22 contains 98970 members 
Mstep: Class 23 contains 74587 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20452 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32633 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7381 members 
Mstep: Class 35 contains 33476 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9046 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 94316 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13436 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9099 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14876 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117480 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140336.000000 Penalty: 200791.921875
Iteration 339Q: 60 clusters Score -8.414034e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9646 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 42454 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29278 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55945 members 
Mstep: Class 22 contains 98991 members 
Mstep: Class 23 contains 74596 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20453 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32634 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7382 members 
Mstep: Class 35 contains 33480 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9049 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 94158 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13434 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9099 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14876 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14685 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117469 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140192.000000 Penalty: 200791.921875
Iteration 340F: 60 clusters Score -8.414019e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9643 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 42587 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29272 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55934 members 
Mstep: Class 22 contains 99016 members 
Mstep: Class 23 contains 74608 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32633 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7383 members 
Mstep: Class 35 contains 33479 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 94015 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13433 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10823 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117463 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140120.000000 Penalty: 200791.921875
Iteration 341Q: 60 clusters Score -8.414012e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 42714 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29271 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55926 members 
Mstep: Class 22 contains 99035 members 
Mstep: Class 23 contains 74613 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32631 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7384 members 
Mstep: Class 35 contains 33479 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 93880 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13432 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14683 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117460 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140216.000000 Penalty: 200791.921875
Iteration 342Q: 60 clusters Score -8.414022e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 42863 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29267 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55919 members 
Mstep: Class 22 contains 99052 members 
Mstep: Class 23 contains 74625 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32629 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7385 members 
Mstep: Class 35 contains 33483 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 93716 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13433 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117456 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140216.000000 Penalty: 200791.921875
Iteration 343Q: 60 clusters Score -8.414022e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9635 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43001 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29261 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55913 members 
Mstep: Class 22 contains 99072 members 
Mstep: Class 23 contains 74636 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32630 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7384 members 
Mstep: Class 35 contains 33485 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 93567 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13431 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14876 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3074 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117452 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140120.000000 Penalty: 200791.921875
Iteration 344Q: 60 clusters Score -8.414012e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43142 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29256 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55910 members 
Mstep: Class 22 contains 99086 members 
Mstep: Class 23 contains 74651 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32630 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7386 members 
Mstep: Class 35 contains 33488 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36651 members 
Mstep: Class 39 contains 93417 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13432 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9100 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14876 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117442 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140200.000000 Penalty: 200791.921875
Iteration 345Q: 60 clusters Score -8.41402e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43261 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29252 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55908 members 
Mstep: Class 22 contains 99093 members 
Mstep: Class 23 contains 74659 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9643 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32627 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7387 members 
Mstep: Class 35 contains 33489 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36650 members 
Mstep: Class 39 contains 93300 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13429 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9097 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14875 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14684 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117439 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140056.000000 Penalty: 200791.921875
Iteration 346Q: 60 clusters Score -8.414006e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43394 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29246 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55906 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 74670 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7388 members 
Mstep: Class 35 contains 33489 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9049 members 
Mstep: Class 38 contains 36650 members 
Mstep: Class 39 contains 93180 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13429 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9096 members 
Mstep: Class 46 contains 10822 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14874 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2849 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117430 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140000.000000 Penalty: 200791.921875
Iteration 347Q: 60 clusters Score -8.414e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9624 members 
Mstep: Class 4 contains 11672 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43517 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29243 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55901 members 
Mstep: Class 22 contains 99085 members 
Mstep: Class 23 contains 74678 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20453 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7389 members 
Mstep: Class 35 contains 33491 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 36651 members 
Mstep: Class 39 contains 93064 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13429 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9095 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14873 members 
Mstep: Class 49 contains 2605 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2849 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117431 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140096.000000 Penalty: 200791.921875
Iteration 348Q: 60 clusters Score -8.41401e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43630 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29238 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55899 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 74687 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20453 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7389 members 
Mstep: Class 35 contains 33493 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9049 members 
Mstep: Class 38 contains 36650 members 
Mstep: Class 39 contains 92941 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13426 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9095 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14875 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14686 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2850 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117431 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140016.000000 Penalty: 200791.921875
Iteration 349Q: 60 clusters Score -8.414002e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9617 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43752 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29234 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55891 members 
Mstep: Class 22 contains 99107 members 
Mstep: Class 23 contains 74696 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7391 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 36650 members 
Mstep: Class 39 contains 92806 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13424 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14875 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14687 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117432 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140136.000000 Penalty: 200791.921875
Iteration 350Q: 60 clusters Score -8.414014e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9611 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29225 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55882 members 
Mstep: Class 22 contains 99107 members 
Mstep: Class 23 contains 74705 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32629 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 7392 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 92683 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13422 members 
Mstep: Class 44 contains 5648 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14876 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14689 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117427 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140104.000000 Penalty: 200791.921875
Iteration 351Q: 60 clusters Score -8.41401e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9606 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29211 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55877 members 
Mstep: Class 22 contains 99119 members 
Mstep: Class 23 contains 74710 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20451 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32630 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 7394 members 
Mstep: Class 35 contains 33501 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 92546 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13420 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14690 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117427 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140088.000000 Penalty: 200791.921875
Iteration 352Q: 60 clusters Score -8.414009e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9607 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44150 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29202 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19216 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99122 members 
Mstep: Class 23 contains 74714 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20453 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7395 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 36649 members 
Mstep: Class 39 contains 92435 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13421 members 
Mstep: Class 44 contains 5650 members 
Mstep: Class 45 contains 9093 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14876 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14691 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117426 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140104.000000 Penalty: 200791.921875
Iteration 353Q: 60 clusters Score -8.41401e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9605 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44250 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29194 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19217 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99133 members 
Mstep: Class 23 contains 74720 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20452 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32625 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7395 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9051 members 
Mstep: Class 38 contains 36647 members 
Mstep: Class 39 contains 92332 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13420 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9093 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14691 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117429 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140032.000000 Penalty: 200791.921875
Iteration 354Q: 60 clusters Score -8.414003e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44340 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29188 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99153 members 
Mstep: Class 23 contains 74723 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32624 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7395 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9052 members 
Mstep: Class 38 contains 36649 members 
Mstep: Class 39 contains 92234 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13417 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14691 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117434 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140000.000000 Penalty: 200791.921875
Iteration 355Q: 60 clusters Score -8.414e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9590 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44426 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29182 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19221 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55864 members 
Mstep: Class 22 contains 99179 members 
Mstep: Class 23 contains 74730 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32623 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7395 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9052 members 
Mstep: Class 38 contains 36647 members 
Mstep: Class 39 contains 92138 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14693 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117432 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84140080.000000 Penalty: 200791.921875
Iteration 356Q: 60 clusters Score -8.414008e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9584 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44525 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19221 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55866 members 
Mstep: Class 22 contains 99190 members 
Mstep: Class 23 contains 74724 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20450 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7395 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9052 members 
Mstep: Class 38 contains 36646 members 
Mstep: Class 39 contains 92039 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14693 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117437 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139984.000000 Penalty: 200791.921875
Iteration 357Q: 60 clusters Score -8.413998e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 9576 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44624 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29172 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19221 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55870 members 
Mstep: Class 22 contains 99210 members 
Mstep: Class 23 contains 74724 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7395 members 
Mstep: Class 35 contains 33496 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9052 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91927 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13417 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14695 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117438 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139896.000000 Penalty: 200791.921875
Iteration 358Q: 60 clusters Score -8.41399e+07 nChanged 240
Entering ConstructFrom: 
Score: -84139896.000000 Penalty: 200791.921875
Entering ConstructFrom: 
Trying to split cluster 1 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -29651.763672 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -29651.76 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 187 members 
Entering Unmasked Estep 
Score: -28311.064453 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -28311.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28538.412109 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -28538.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28672.408203 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -28672.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28782.492188 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -28782.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29020.828125 Penalty: 2960.479004
	Iteration 4F: 3 clusters Score -29020.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29302.033203 Penalty: 2960.479004
	Iteration 5F: 3 clusters Score -29302.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29463.908203 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -29463.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29551.773438 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -29551.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29554.408203 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -29554.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29554.408203 Penalty: 2960.479004
	Iteration 9F: 3 clusters Score -29554.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -339319.187500 Penalty: 2061.165771
	Iteration 0F: 2 clusters Score -339319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -335369.750000 Penalty: 4122.331543
	Iteration 0F: 3 clusters Score -335369.8 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -336414.906250 Penalty: 4122.331543
	Iteration 1F: 3 clusters Score -336414.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -337073.500000 Penalty: 4122.331543
	Iteration 2F: 3 clusters Score -337073.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -337543.406250 Penalty: 4122.331543
	Iteration 3F: 3 clusters Score -337543.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -337855.468750 Penalty: 4122.331543
	Iteration 4F: 3 clusters Score -337855.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -338143.968750 Penalty: 4122.331543
	Iteration 5F: 3 clusters Score -338144 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -338330.875000 Penalty: 4122.331543
	Iteration 6Q: 3 clusters Score -338330.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -338481.156250 Penalty: 4122.331543
	Iteration 7Q: 3 clusters Score -338481.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -338624.156250 Penalty: 4122.331543
	Iteration 8Q: 3 clusters Score -338624.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -338737.562500 Penalty: 4122.331543
	Iteration 9Q: 3 clusters Score -338737.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -338824.937500 Penalty: 4122.331543
	Iteration 10Q: 3 clusters Score -338824.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -338894.812500 Penalty: 4122.331543
	Iteration 11Q: 3 clusters Score -338894.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -338959.562500 Penalty: 4122.331543
	Iteration 12Q: 3 clusters Score -338959.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -339036.562500 Penalty: 4122.331543
	Iteration 13Q: 3 clusters Score -339036.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -339118.875000 Penalty: 4122.331543
	Iteration 14Q: 3 clusters Score -339118.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -339210.656250 Penalty: 4122.331543
	Iteration 15Q: 3 clusters Score -339210.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -339328.093750 Penalty: 4122.331543
	Iteration 16Q: 3 clusters Score -339328.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -339445.500000 Penalty: 4122.331543
	Iteration 17Q: 3 clusters Score -339445.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -339528.937500 Penalty: 4122.331543
	Iteration 18Q: 3 clusters Score -339528.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -339599.718750 Penalty: 4122.331543
	Iteration 19Q: 3 clusters Score -339599.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -339656.250000 Penalty: 4122.331543
	Iteration 20F: 3 clusters Score -339656.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -339689.843750 Penalty: 4122.331543
	Iteration 21Q: 3 clusters Score -339689.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -339711.312500 Penalty: 4122.331543
	Iteration 22Q: 3 clusters Score -339711.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -339732.437500 Penalty: 4122.331543
	Iteration 23Q: 3 clusters Score -339732.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -339754.218750 Penalty: 4122.331543
	Iteration 24Q: 3 clusters Score -339754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -339768.656250 Penalty: 4122.331543
	Iteration 25Q: 3 clusters Score -339768.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -339785.781250 Penalty: 4122.331543
	Iteration 26Q: 3 clusters Score -339785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -339816.562500 Penalty: 4122.331543
	Iteration 27Q: 3 clusters Score -339816.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -339832.468750 Penalty: 4122.331543
	Iteration 28Q: 3 clusters Score -339832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -339860.937500 Penalty: 4122.331543
	Iteration 29Q: 3 clusters Score -339860.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -339879.781250 Penalty: 4122.331543
	Iteration 30Q: 3 clusters Score -339879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -339898.843750 Penalty: 4122.331543
	Iteration 31Q: 3 clusters Score -339898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -339916.375000 Penalty: 4122.331543
	Iteration 32Q: 3 clusters Score -339916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -339920.531250 Penalty: 4122.331543
	Iteration 33Q: 3 clusters Score -339920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -339924.718750 Penalty: 4122.331543
	Iteration 34Q: 3 clusters Score -339924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -339930.000000 Penalty: 4122.331543
	Iteration 35Q: 3 clusters Score -339930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -339932.625000 Penalty: 4122.331543
	Iteration 36Q: 3 clusters Score -339932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -339932.625000 Penalty: 4122.331543
	Iteration 37F: 3 clusters Score -339932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 570 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44727 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99241 members 
Mstep: Class 23 contains 74723 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9053 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91782 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 3499 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14697 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117448 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139184.000000 Penalty: 204195.187500
Splitting cluster 2 changes total score from -84139896.000000 to -84139184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -944567.937500 Penalty: 2273.212646
	Iteration 0F: 2 clusters Score -944567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -937202.750000 Penalty: 4546.425293
	Iteration 0F: 3 clusters Score -937202.8 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -939236.500000 Penalty: 4546.425293
	Iteration 1F: 3 clusters Score -939236.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -939504.562500 Penalty: 4546.425293
	Iteration 2F: 3 clusters Score -939504.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -939673.250000 Penalty: 4546.425293
	Iteration 3Q: 3 clusters Score -939673.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -939782.250000 Penalty: 4546.425293
	Iteration 4Q: 3 clusters Score -939782.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -939867.812500 Penalty: 4546.425293
	Iteration 5Q: 3 clusters Score -939867.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -939942.187500 Penalty: 4546.425293
	Iteration 6Q: 3 clusters Score -939942.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -940002.750000 Penalty: 4546.425293
	Iteration 7Q: 3 clusters Score -940002.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -940051.000000 Penalty: 4546.425293
	Iteration 8Q: 3 clusters Score -940051 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -940093.125000 Penalty: 4546.425293
	Iteration 9Q: 3 clusters Score -940093.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -940128.937500 Penalty: 4546.425293
	Iteration 10Q: 3 clusters Score -940128.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -940168.062500 Penalty: 4546.425293
	Iteration 11Q: 3 clusters Score -940168.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -940206.125000 Penalty: 4546.425293
	Iteration 12Q: 3 clusters Score -940206.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -940266.437500 Penalty: 4546.425293
	Iteration 13Q: 3 clusters Score -940266.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -940338.875000 Penalty: 4546.425293
	Iteration 14Q: 3 clusters Score -940338.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -940440.312500 Penalty: 4546.425293
	Iteration 15Q: 3 clusters Score -940440.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -940550.500000 Penalty: 4546.425293
	Iteration 16Q: 3 clusters Score -940550.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -940668.937500 Penalty: 4546.425293
	Iteration 17Q: 3 clusters Score -940668.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -940774.625000 Penalty: 4546.425293
	Iteration 18Q: 3 clusters Score -940774.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -940863.562500 Penalty: 4546.425293
	Iteration 19Q: 3 clusters Score -940863.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -940963.062500 Penalty: 4546.425293
	Iteration 20F: 3 clusters Score -940963.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -941067.750000 Penalty: 4546.425293
	Iteration 21Q: 3 clusters Score -941067.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -941177.500000 Penalty: 4546.425293
	Iteration 22Q: 3 clusters Score -941177.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -941288.375000 Penalty: 4546.425293
	Iteration 23Q: 3 clusters Score -941288.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -941416.125000 Penalty: 4546.425293
	Iteration 24Q: 3 clusters Score -941416.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -941570.125000 Penalty: 4546.425293
	Iteration 25Q: 3 clusters Score -941570.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -941729.312500 Penalty: 4546.425293
	Iteration 26Q: 3 clusters Score -941729.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -941891.562500 Penalty: 4546.425293
	Iteration 27Q: 3 clusters Score -941891.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -942051.000000 Penalty: 4546.425293
	Iteration 28Q: 3 clusters Score -942051 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -942199.500000 Penalty: 4546.425293
	Iteration 29Q: 3 clusters Score -942199.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -942345.500000 Penalty: 4546.425293
	Iteration 30Q: 3 clusters Score -942345.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -942526.000000 Penalty: 4546.425293
	Iteration 31Q: 3 clusters Score -942526 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -942740.187500 Penalty: 4546.425293
	Iteration 32Q: 3 clusters Score -942740.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -942969.250000 Penalty: 4546.425293
	Iteration 33Q: 3 clusters Score -942969.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -943197.875000 Penalty: 4546.425293
	Iteration 34Q: 3 clusters Score -943197.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -943370.625000 Penalty: 4546.425293
	Iteration 35Q: 3 clusters Score -943370.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -943484.875000 Penalty: 4546.425293
	Iteration 36Q: 3 clusters Score -943484.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -943546.937500 Penalty: 4546.425293
	Iteration 37Q: 3 clusters Score -943546.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -943578.312500 Penalty: 4546.425293
	Iteration 38Q: 3 clusters Score -943578.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -943599.500000 Penalty: 4546.425293
	Iteration 39Q: 3 clusters Score -943599.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -943614.437500 Penalty: 4546.425293
	Iteration 40F: 3 clusters Score -943614.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -943619.875000 Penalty: 4546.425293
	Iteration 41Q: 3 clusters Score -943619.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -943621.187500 Penalty: 4546.425293
	Iteration 42Q: 3 clusters Score -943621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -943622.250000 Penalty: 4546.425293
	Iteration 43Q: 3 clusters Score -943622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -943624.250000 Penalty: 4546.425293
	Iteration 44Q: 3 clusters Score -943624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -943624.250000 Penalty: 4546.425293
	Iteration 45Q: 3 clusters Score -943624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -943624.562500 Penalty: 4546.425293
	Iteration 46Q: 3 clusters Score -943624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -943624.187500 Penalty: 4546.425293
	Iteration 47Q: 3 clusters Score -943624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -943624.187500 Penalty: 4546.425293
	Iteration 48F: 3 clusters Score -943624.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Entering Unmasked Estep 
Score: -1161986.375000 Penalty: 2322.443359
	Iteration 0F: 2 clusters Score -1161986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1153391.000000 Penalty: 4644.886719
	Iteration 0F: 3 clusters Score -1153391 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1155881.375000 Penalty: 4644.886719
	Iteration 1F: 3 clusters Score -1155881 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1156291.375000 Penalty: 4644.886719
	Iteration 2F: 3 clusters Score -1156291 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1156818.250000 Penalty: 4644.886719
	Iteration 3F: 3 clusters Score -1156818 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1157554.750000 Penalty: 4644.886719
	Iteration 4F: 3 clusters Score -1157555 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1158420.625000 Penalty: 4644.886719
	Iteration 5F: 3 clusters Score -1158421 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1159254.000000 Penalty: 4644.886719
	Iteration 6F: 3 clusters Score -1159254 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1159789.125000 Penalty: 4644.886719
	Iteration 7F: 3 clusters Score -1159789 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1160025.125000 Penalty: 4644.886719
	Iteration 8Q: 3 clusters Score -1160025 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1160123.250000 Penalty: 4644.886719
	Iteration 9Q: 3 clusters Score -1160123 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1160164.000000 Penalty: 4644.886719
	Iteration 10Q: 3 clusters Score -1160164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1160191.125000 Penalty: 4644.886719
	Iteration 11Q: 3 clusters Score -1160191 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1160204.250000 Penalty: 4644.886719
	Iteration 12Q: 3 clusters Score -1160204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1160210.250000 Penalty: 4644.886719
	Iteration 13Q: 3 clusters Score -1160210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1160215.250000 Penalty: 4644.886719
	Iteration 14Q: 3 clusters Score -1160215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1160217.875000 Penalty: 4644.886719
	Iteration 15Q: 3 clusters Score -1160218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1160223.875000 Penalty: 4644.886719
	Iteration 16Q: 3 clusters Score -1160224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1160224.125000 Penalty: 4644.886719
	Iteration 17Q: 3 clusters Score -1160224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1160229.750000 Penalty: 4644.886719
	Iteration 18Q: 3 clusters Score -1160230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1160229.875000 Penalty: 4644.886719
	Iteration 19Q: 3 clusters Score -1160230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1160230.750000 Penalty: 4644.886719
	Iteration 20F: 3 clusters Score -1160231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1160230.000000 Penalty: 4644.886719
	Iteration 21Q: 3 clusters Score -1160230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1160230.750000 Penalty: 4644.886719
	Iteration 22Q: 3 clusters Score -1160231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1160231.875000 Penalty: 4644.886719
	Iteration 23Q: 3 clusters Score -1160232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1160228.750000 Penalty: 4644.886719
	Iteration 24Q: 3 clusters Score -1160229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1160228.750000 Penalty: 4644.886719
	Iteration 25F: 3 clusters Score -1160229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -266013.000000 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -266013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -262650.500000 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -262650.5 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -263564.468750 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -263564.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -264105.062500 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -264105.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -264586.156250 Penalty: 3996.459473
	Iteration 3F: 3 clusters Score -264586.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -264932.718750 Penalty: 3996.459473
	Iteration 4F: 3 clusters Score -264932.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -265109.593750 Penalty: 3996.459473
	Iteration 5F: 3 clusters Score -265109.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -265184.343750 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -265184.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -265218.937500 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -265218.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -265245.156250 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -265245.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -265264.750000 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -265264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -265271.031250 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -265271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -265273.906250 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -265273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -265278.156250 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -265278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -265284.062500 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -265284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265285.125000 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -265285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -265285.937500 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -265285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -265286.093750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -265286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -265286.093750 Penalty: 3996.459473
	Iteration 17F: 3 clusters Score -265286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Entering Unmasked Estep 
Score: -4462397.000000 Penalty: 2655.666504
	Iteration 0F: 2 clusters Score -4462397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -4432094.500000 Penalty: 5311.333008
	Iteration 0F: 3 clusters Score -4432094 nChanged 20480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4443298.000000 Penalty: 5311.333008
	Iteration 1F: 3 clusters Score -4443298 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4443843.000000 Penalty: 5311.333008
	Iteration 2Q: 3 clusters Score -4443843 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4444459.000000 Penalty: 5311.333008
	Iteration 3Q: 3 clusters Score -4444459 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4445277.500000 Penalty: 5311.333008
	Iteration 4Q: 3 clusters Score -4445278 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4446504.000000 Penalty: 5311.333008
	Iteration 5F: 3 clusters Score -4446504 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4448558.000000 Penalty: 5311.333008
	Iteration 6F: 3 clusters Score -4448558 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4451447.500000 Penalty: 5311.333008
	Iteration 7F: 3 clusters Score -4451448 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4454676.000000 Penalty: 5311.333008
	Iteration 8F: 3 clusters Score -4454676 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4457283.000000 Penalty: 5311.333008
	Iteration 9F: 3 clusters Score -4457283 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4458784.000000 Penalty: 5311.333008
	Iteration 10Q: 3 clusters Score -4458784 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4459517.000000 Penalty: 5311.333008
	Iteration 11Q: 3 clusters Score -4459517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4459780.500000 Penalty: 5311.333008
	Iteration 12Q: 3 clusters Score -4459780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4459895.500000 Penalty: 5311.333008
	Iteration 13Q: 3 clusters Score -4459896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4459953.500000 Penalty: 5311.333008
	Iteration 14Q: 3 clusters Score -4459954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4459990.000000 Penalty: 5311.333008
	Iteration 15Q: 3 clusters Score -4459990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4460015.500000 Penalty: 5311.333008
	Iteration 16Q: 3 clusters Score -4460016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4460036.000000 Penalty: 5311.333008
	Iteration 17Q: 3 clusters Score -4460036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4460048.500000 Penalty: 5311.333008
	Iteration 18Q: 3 clusters Score -4460048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4460053.000000 Penalty: 5311.333008
	Iteration 19Q: 3 clusters Score -4460053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4460059.500000 Penalty: 5311.333008
	Iteration 20F: 3 clusters Score -4460060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4460075.000000 Penalty: 5311.333008
	Iteration 21Q: 3 clusters Score -4460075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4460079.000000 Penalty: 5311.333008
	Iteration 22Q: 3 clusters Score -4460079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4460079.500000 Penalty: 5311.333008
	Iteration 23Q: 3 clusters Score -4460080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4460083.500000 Penalty: 5311.333008
	Iteration 24Q: 3 clusters Score -4460084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4460089.000000 Penalty: 5311.333008
	Iteration 25Q: 3 clusters Score -4460089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4460089.000000 Penalty: 5311.333008
	Iteration 26F: 3 clusters Score -4460089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -230862.703125 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -230862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -227924.671875 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -227924.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -228493.000000 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -228493 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -228633.406250 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -228633.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -228725.375000 Penalty: 3870.908691
	Iteration 3Q: 3 clusters Score -228725.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228803.078125 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -228803.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228880.984375 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -228881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -228945.578125 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -228945.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229018.343750 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -229018.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -229086.375000 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -229086.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -229134.156250 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -229134.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -229185.750000 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -229185.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -229228.546875 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -229228.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229271.218750 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -229271.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -229312.156250 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -229312.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -229343.953125 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -229344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -229379.671875 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -229379.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229411.828125 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -229411.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -229438.718750 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -229438.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -229463.687500 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -229463.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -229486.218750 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -229486.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -229503.437500 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -229503.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229516.000000 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -229516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -229530.828125 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -229530.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -229539.140625 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -229539.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -229548.906250 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -229548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -229558.375000 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -229558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -229564.921875 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -229564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229572.046875 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -229572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229575.812500 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -229575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229580.984375 Penalty: 3870.908691
	Iteration 29Q: 3 clusters Score -229581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -229589.671875 Penalty: 3870.908691
	Iteration 30Q: 3 clusters Score -229589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -229596.109375 Penalty: 3870.908691
	Iteration 31Q: 3 clusters Score -229596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -229602.500000 Penalty: 3870.908691
	Iteration 32Q: 3 clusters Score -229602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229607.328125 Penalty: 3870.908691
	Iteration 33Q: 3 clusters Score -229607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -229610.046875 Penalty: 3870.908691
	Iteration 34Q: 3 clusters Score -229610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229611.984375 Penalty: 3870.908691
	Iteration 35Q: 3 clusters Score -229612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -229614.765625 Penalty: 3870.908691
	Iteration 36Q: 3 clusters Score -229614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229619.578125 Penalty: 3870.908691
	Iteration 37Q: 3 clusters Score -229619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -229625.312500 Penalty: 3870.908691
	Iteration 38Q: 3 clusters Score -229625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -229626.843750 Penalty: 3870.908691
	Iteration 39Q: 3 clusters Score -229626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229627.406250 Penalty: 3870.908691
	Iteration 40F: 3 clusters Score -229627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229628.140625 Penalty: 3870.908691
	Iteration 41Q: 3 clusters Score -229628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229628.140625 Penalty: 3870.908691
	Iteration 42F: 3 clusters Score -229628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -49047.101562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -49047.1 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 289 members 
Entering Unmasked Estep 
Score: -47483.722656 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -47483.72 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47679.554688 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -47679.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47770.972656 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -47770.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47845.773438 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -47845.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47896.546875 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -47896.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47950.039062 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -47950.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47992.281250 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -47992.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48012.937500 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -48012.94 nChanged 8
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: -48035.312500 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -48035.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48080.140625 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -48080.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48104.046875 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -48104.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48127.691406 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -48127.69 nChanged 5
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: -48145.726562 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -48145.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48168.214844 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -48168.21 nChanged 4
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: -48175.929688 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -48175.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48179.714844 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -48179.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48188.195312 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -48188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48196.277344 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -48196.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48206.675781 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -48206.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48210.667969 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -48210.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48214.367188 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -48214.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48217.328125 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -48217.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48222.683594 Penalty: 3131.519775
	Iteration 22Q: 3 clusters Score -48222.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48227.246094 Penalty: 3131.519775
	Iteration 23Q: 3 clusters Score -48227.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48228.925781 Penalty: 3131.519775
	Iteration 24Q: 3 clusters Score -48228.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48229.792969 Penalty: 3131.519775
	Iteration 25Q: 3 clusters Score -48229.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48231.089844 Penalty: 3131.519775
	Iteration 26Q: 3 clusters Score -48231.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48231.089844 Penalty: 3131.519775
	Iteration 27F: 3 clusters Score -48231.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -347940.812500 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -347940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -344165.031250 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -344165 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -344985.906250 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -344985.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -345153.562500 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -345153.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -345258.687500 Penalty: 4093.471680
	Iteration 3Q: 3 clusters Score -345258.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -345324.343750 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -345324.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -345370.218750 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -345370.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -345411.906250 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -345411.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -345458.843750 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -345458.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -345524.593750 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -345524.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -345602.593750 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -345602.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -345717.812500 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -345717.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -345849.031250 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -345849 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -345976.125000 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -345976.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -346090.062500 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -346090.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -346182.843750 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -346182.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -346310.281250 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -346310.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -346422.843750 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -346422.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -346515.343750 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -346515.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -346598.031250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -346598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -346665.406250 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -346665.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -346707.156250 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -346707.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -346733.125000 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -346733.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -346751.468750 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -346751.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -346768.687500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -346768.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -346788.312500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -346788.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -346812.468750 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -346812.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -346830.312500 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -346830.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -346841.625000 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -346841.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -346849.031250 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -346849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -346852.281250 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -346852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -346855.750000 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -346855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -346858.000000 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -346858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -346858.968750 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -346859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -346859.500000 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -346859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -346859.500000 Penalty: 4093.471680
	Iteration 34F: 3 clusters Score -346859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -266712.343750 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -266712.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -263519.625000 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -263519.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -264219.437500 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -264219.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -264376.437500 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -264376.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -264472.843750 Penalty: 3965.170410
	Iteration 3Q: 3 clusters Score -264472.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -264562.750000 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -264562.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -264639.437500 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -264639.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -264707.000000 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -264707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -264787.406250 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -264787.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -264853.593750 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -264853.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -264912.093750 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -264912.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -264976.468750 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -264976.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -265033.343750 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -265033.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -265080.781250 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -265080.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -265147.625000 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -265147.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -265205.875000 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -265205.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -265265.093750 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -265265.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -265338.468750 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -265338.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -265407.687500 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -265407.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -265470.125000 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -265470.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -265516.406250 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -265516.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -265571.062500 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -265571.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -265622.468750 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -265622.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -265670.875000 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -265670.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -265725.187500 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -265725.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -265779.125000 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -265779.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -265829.656250 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -265829.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -265894.500000 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -265894.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -265947.062500 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -265947.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -266004.875000 Penalty: 3965.170410
	Iteration 28Q: 3 clusters Score -266004.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -266061.437500 Penalty: 3965.170410
	Iteration 29Q: 3 clusters Score -266061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -266101.843750 Penalty: 3965.170410
	Iteration 30Q: 3 clusters Score -266101.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -266139.343750 Penalty: 3965.170410
	Iteration 31Q: 3 clusters Score -266139.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -266166.593750 Penalty: 3965.170410
	Iteration 32Q: 3 clusters Score -266166.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -266181.312500 Penalty: 3965.170410
	Iteration 33Q: 3 clusters Score -266181.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -266192.312500 Penalty: 3965.170410
	Iteration 34Q: 3 clusters Score -266192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -266200.031250 Penalty: 3965.170410
	Iteration 35Q: 3 clusters Score -266200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -266202.906250 Penalty: 3965.170410
	Iteration 36Q: 3 clusters Score -266202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -266205.562500 Penalty: 3965.170410
	Iteration 37Q: 3 clusters Score -266205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -266208.031250 Penalty: 3965.170410
	Iteration 38Q: 3 clusters Score -266208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -266211.156250 Penalty: 3965.170410
	Iteration 39Q: 3 clusters Score -266211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -266213.437500 Penalty: 3965.170410
	Iteration 40F: 3 clusters Score -266213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -266214.750000 Penalty: 3965.170410
	Iteration 41Q: 3 clusters Score -266214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -266216.781250 Penalty: 3965.170410
	Iteration 42Q: 3 clusters Score -266216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -266216.781250 Penalty: 3965.170410
	Iteration 43F: 3 clusters Score -266216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Entering Unmasked Estep 
Score: -2723504.000000 Penalty: 2549.645264
	Iteration 0F: 2 clusters Score -2723504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2703446.250000 Penalty: 5099.290527
	Iteration 0F: 3 clusters Score -2703446 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2710888.250000 Penalty: 5099.290527
	Iteration 1F: 3 clusters Score -2710888 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2711686.750000 Penalty: 5099.290527
	Iteration 2F: 3 clusters Score -2711687 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2712697.250000 Penalty: 5099.290527
	Iteration 3F: 3 clusters Score -2712697 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2713795.750000 Penalty: 5099.290527
	Iteration 4F: 3 clusters Score -2713796 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2714975.000000 Penalty: 5099.290527
	Iteration 5F: 3 clusters Score -2714975 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2716127.750000 Penalty: 5099.290527
	Iteration 6F: 3 clusters Score -2716128 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2717148.750000 Penalty: 5099.290527
	Iteration 7F: 3 clusters Score -2717149 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2717993.000000 Penalty: 5099.290527
	Iteration 8Q: 3 clusters Score -2717993 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2718792.250000 Penalty: 5099.290527
	Iteration 9Q: 3 clusters Score -2718792 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2719456.750000 Penalty: 5099.290527
	Iteration 10Q: 3 clusters Score -2719457 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2719957.500000 Penalty: 5099.290527
	Iteration 11Q: 3 clusters Score -2719958 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2720292.000000 Penalty: 5099.290527
	Iteration 12Q: 3 clusters Score -2720292 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2720560.750000 Penalty: 5099.290527
	Iteration 13Q: 3 clusters Score -2720561 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -2720767.500000 Penalty: 5099.290527
	Iteration 14Q: 3 clusters Score -2720768 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2720926.250000 Penalty: 5099.290527
	Iteration 15Q: 3 clusters Score -2720926 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -2721046.250000 Penalty: 5099.290527
	Iteration 16Q: 3 clusters Score -2721046 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2721137.750000 Penalty: 5099.290527
	Iteration 17Q: 3 clusters Score -2721138 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2721204.500000 Penalty: 5099.290527
	Iteration 18Q: 3 clusters Score -2721204 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2721257.250000 Penalty: 5099.290527
	Iteration 19Q: 3 clusters Score -2721257 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2721311.750000 Penalty: 5099.290527
	Iteration 20F: 3 clusters Score -2721312 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -2721369.500000 Penalty: 5099.290527
	Iteration 21Q: 3 clusters Score -2721370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -2721395.500000 Penalty: 5099.290527
	Iteration 22Q: 3 clusters Score -2721396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2721419.500000 Penalty: 5099.290527
	Iteration 23Q: 3 clusters Score -2721420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2721427.000000 Penalty: 5099.290527
	Iteration 24Q: 3 clusters Score -2721427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2721439.750000 Penalty: 5099.290527
	Iteration 25Q: 3 clusters Score -2721440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2721454.500000 Penalty: 5099.290527
	Iteration 26Q: 3 clusters Score -2721454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2721465.500000 Penalty: 5099.290527
	Iteration 27Q: 3 clusters Score -2721466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -2721470.250000 Penalty: 5099.290527
	Iteration 28Q: 3 clusters Score -2721470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2721477.000000 Penalty: 5099.290527
	Iteration 29Q: 3 clusters Score -2721477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2721487.000000 Penalty: 5099.290527
	Iteration 30Q: 3 clusters Score -2721487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2721491.500000 Penalty: 5099.290527
	Iteration 31Q: 3 clusters Score -2721492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2721500.750000 Penalty: 5099.290527
	Iteration 32Q: 3 clusters Score -2721501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2721515.750000 Penalty: 5099.290527
	Iteration 33Q: 3 clusters Score -2721516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -2721529.500000 Penalty: 5099.290527
	Iteration 34Q: 3 clusters Score -2721530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2721541.750000 Penalty: 5099.290527
	Iteration 35Q: 3 clusters Score -2721542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -2721551.250000 Penalty: 5099.290527
	Iteration 36Q: 3 clusters Score -2721551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2721557.000000 Penalty: 5099.290527
	Iteration 37Q: 3 clusters Score -2721557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -2721563.500000 Penalty: 5099.290527
	Iteration 38Q: 3 clusters Score -2721564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -2721568.500000 Penalty: 5099.290527
	Iteration 39Q: 3 clusters Score -2721568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2721568.000000 Penalty: 5099.290527
	Iteration 40F: 3 clusters Score -2721568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -2721572.500000 Penalty: 5099.290527
	Iteration 41Q: 3 clusters Score -2721572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2721576.500000 Penalty: 5099.290527
	Iteration 42Q: 3 clusters Score -2721576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2721579.250000 Penalty: 5099.290527
	Iteration 43Q: 3 clusters Score -2721579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -2721578.250000 Penalty: 5099.290527
	Iteration 44Q: 3 clusters Score -2721578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -2721578.000000 Penalty: 5099.290527
	Iteration 45Q: 3 clusters Score -2721578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -2721586.250000 Penalty: 5099.290527
	Iteration 46Q: 3 clusters Score -2721586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -2721586.000000 Penalty: 5099.290527
	Iteration 47Q: 3 clusters Score -2721586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -2721588.500000 Penalty: 5099.290527
	Iteration 48Q: 3 clusters Score -2721588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -2721592.750000 Penalty: 5099.290527
	Iteration 49Q: 3 clusters Score -2721593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -2721591.750000 Penalty: 5099.290527
	Iteration 50Q: 3 clusters Score -2721592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2721594.000000 Penalty: 5099.290527
	Iteration 51Q: 3 clusters Score -2721594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -2721595.500000 Penalty: 5099.290527
	Iteration 52Q: 3 clusters Score -2721596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -2721592.500000 Penalty: 5099.290527
	Iteration 53Q: 3 clusters Score -2721592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -2721599.000000 Penalty: 5099.290527
	Iteration 54Q: 3 clusters Score -2721599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -2721598.750000 Penalty: 5099.290527
	Iteration 55Q: 3 clusters Score -2721599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2721602.000000 Penalty: 5099.290527
	Iteration 56Q: 3 clusters Score -2721602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2721602.000000 Penalty: 5099.290527
	Iteration 57F: 3 clusters Score -2721602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -598754.687500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -598754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -593448.937500 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -593448.9 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -594871.437500 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -594871.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -595160.687500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -595160.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -595390.437500 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -595390.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -595600.500000 Penalty: 4341.594238
	Iteration 4Q: 3 clusters Score -595600.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -595824.500000 Penalty: 4341.594238
	Iteration 5Q: 3 clusters Score -595824.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -596074.812500 Penalty: 4341.594238
	Iteration 6F: 3 clusters Score -596074.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -596293.500000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -596293.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -596468.312500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -596468.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -596620.000000 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -596620 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -596721.375000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -596721.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -596811.250000 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -596811.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -596863.937500 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -596863.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -596908.062500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -596908.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -596952.437500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -596952.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -596978.937500 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -596978.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -596994.687500 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -596994.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -597011.250000 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -597011.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -597024.812500 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -597024.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -597035.687500 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -597035.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -597043.187500 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -597043.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -597055.125000 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -597055.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -597068.125000 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -597068.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -597079.500000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -597079.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -597092.562500 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -597092.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -597104.562500 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -597104.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -597114.000000 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -597114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -597120.000000 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -597120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -597125.375000 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -597125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -597132.812500 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -597132.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -597138.812500 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -597138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -597143.937500 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -597143.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -597150.000000 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -597150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -597153.812500 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -597153.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -597157.062500 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -597157.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -597161.562500 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -597161.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -597163.562500 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -597163.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -597167.125000 Penalty: 4341.594238
	Iteration 37Q: 3 clusters Score -597167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -597173.062500 Penalty: 4341.594238
	Iteration 38Q: 3 clusters Score -597173.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -597177.750000 Penalty: 4341.594238
	Iteration 39Q: 3 clusters Score -597177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -597187.125000 Penalty: 4341.594238
	Iteration 40F: 3 clusters Score -597187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -597189.687500 Penalty: 4341.594238
	Iteration 41Q: 3 clusters Score -597189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -597193.875000 Penalty: 4341.594238
	Iteration 42Q: 3 clusters Score -597193.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -597195.312500 Penalty: 4341.594238
	Iteration 43Q: 3 clusters Score -597195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -597200.687500 Penalty: 4341.594238
	Iteration 44Q: 3 clusters Score -597200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -597200.812500 Penalty: 4341.594238
	Iteration 45Q: 3 clusters Score -597200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -597204.750000 Penalty: 4341.594238
	Iteration 46Q: 3 clusters Score -597204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -597207.875000 Penalty: 4341.594238
	Iteration 47Q: 3 clusters Score -597207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -597208.437500 Penalty: 4341.594238
	Iteration 48Q: 3 clusters Score -597208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -597210.500000 Penalty: 4341.594238
	Iteration 49Q: 3 clusters Score -597210.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -597215.125000 Penalty: 4341.594238
	Iteration 50Q: 3 clusters Score -597215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -597217.875000 Penalty: 4341.594238
	Iteration 51Q: 3 clusters Score -597217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597218.437500 Penalty: 4341.594238
	Iteration 52Q: 3 clusters Score -597218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -597219.875000 Penalty: 4341.594238
	Iteration 53Q: 3 clusters Score -597219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -597223.000000 Penalty: 4341.594238
	Iteration 54Q: 3 clusters Score -597223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -597225.437500 Penalty: 4341.594238
	Iteration 55Q: 3 clusters Score -597225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -597228.750000 Penalty: 4341.594238
	Iteration 56Q: 3 clusters Score -597228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -597228.750000 Penalty: 4341.594238
	Iteration 57Q: 3 clusters Score -597228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -597230.187500 Penalty: 4341.594238
	Iteration 58Q: 3 clusters Score -597230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -597232.750000 Penalty: 4341.594238
	Iteration 59Q: 3 clusters Score -597232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -597235.125000 Penalty: 4341.594238
	Iteration 60F: 3 clusters Score -597235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -597235.125000 Penalty: 4341.594238
	Iteration 61Q: 3 clusters Score -597235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -597235.750000 Penalty: 4341.594238
	Iteration 62Q: 3 clusters Score -597235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -597236.312500 Penalty: 4341.594238
	Iteration 63Q: 3 clusters Score -597236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -597237.375000 Penalty: 4341.594238
	Iteration 64Q: 3 clusters Score -597237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -597237.375000 Penalty: 4341.594238
	Iteration 65Q: 3 clusters Score -597237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -597238.250000 Penalty: 4341.594238
	Iteration 66Q: 3 clusters Score -597238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -597238.250000 Penalty: 4341.594238
	Iteration 67F: 3 clusters Score -597238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -423478.218750 Penalty: 2092.607666
	Iteration 0F: 2 clusters Score -423478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -419200.468750 Penalty: 4185.215332
	Iteration 0F: 3 clusters Score -419200.5 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -420288.593750 Penalty: 4185.215332
	Iteration 1F: 3 clusters Score -420288.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -420620.968750 Penalty: 4185.215332
	Iteration 2F: 3 clusters Score -420621 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -420843.062500 Penalty: 4185.215332
	Iteration 3F: 3 clusters Score -420843.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -420989.781250 Penalty: 4185.215332
	Iteration 4Q: 3 clusters Score -420989.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -421088.062500 Penalty: 4185.215332
	Iteration 5Q: 3 clusters Score -421088.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -421168.437500 Penalty: 4185.215332
	Iteration 6Q: 3 clusters Score -421168.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -421235.062500 Penalty: 4185.215332
	Iteration 7Q: 3 clusters Score -421235.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -421291.031250 Penalty: 4185.215332
	Iteration 8Q: 3 clusters Score -421291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -421348.812500 Penalty: 4185.215332
	Iteration 9Q: 3 clusters Score -421348.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -421414.062500 Penalty: 4185.215332
	Iteration 10Q: 3 clusters Score -421414.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -421468.312500 Penalty: 4185.215332
	Iteration 11Q: 3 clusters Score -421468.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -421526.406250 Penalty: 4185.215332
	Iteration 12Q: 3 clusters Score -421526.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -421567.843750 Penalty: 4185.215332
	Iteration 13Q: 3 clusters Score -421567.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -421603.031250 Penalty: 4185.215332
	Iteration 14Q: 3 clusters Score -421603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -421635.625000 Penalty: 4185.215332
	Iteration 15Q: 3 clusters Score -421635.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -421667.093750 Penalty: 4185.215332
	Iteration 16Q: 3 clusters Score -421667.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -421702.812500 Penalty: 4185.215332
	Iteration 17Q: 3 clusters Score -421702.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -421733.562500 Penalty: 4185.215332
	Iteration 18Q: 3 clusters Score -421733.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -421766.968750 Penalty: 4185.215332
	Iteration 19Q: 3 clusters Score -421767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -421800.625000 Penalty: 4185.215332
	Iteration 20F: 3 clusters Score -421800.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -421825.531250 Penalty: 4185.215332
	Iteration 21Q: 3 clusters Score -421825.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -421850.531250 Penalty: 4185.215332
	Iteration 22Q: 3 clusters Score -421850.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -421874.625000 Penalty: 4185.215332
	Iteration 23Q: 3 clusters Score -421874.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -421892.187500 Penalty: 4185.215332
	Iteration 24Q: 3 clusters Score -421892.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -421900.656250 Penalty: 4185.215332
	Iteration 25Q: 3 clusters Score -421900.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -421910.250000 Penalty: 4185.215332
	Iteration 26Q: 3 clusters Score -421910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -421918.250000 Penalty: 4185.215332
	Iteration 27Q: 3 clusters Score -421918.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -421928.281250 Penalty: 4185.215332
	Iteration 28Q: 3 clusters Score -421928.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -421938.062500 Penalty: 4185.215332
	Iteration 29Q: 3 clusters Score -421938.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -421942.031250 Penalty: 4185.215332
	Iteration 30Q: 3 clusters Score -421942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -421944.156250 Penalty: 4185.215332
	Iteration 31Q: 3 clusters Score -421944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -421945.343750 Penalty: 4185.215332
	Iteration 32Q: 3 clusters Score -421945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -421945.125000 Penalty: 4185.215332
	Iteration 33Q: 3 clusters Score -421945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -421945.125000 Penalty: 4185.215332
	Iteration 34F: 3 clusters Score -421945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -310946.093750 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -310946.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -307439.968750 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -307440 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -308245.093750 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -308245.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -308562.406250 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -308562.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -308773.656250 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -308773.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -308941.281250 Penalty: 4039.040527
	Iteration 4F: 3 clusters Score -308941.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -309083.187500 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -309083.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -309206.718750 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -309206.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -309327.000000 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -309327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -309455.406250 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -309455.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -309614.656250 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -309614.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -309755.843750 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -309755.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -309858.000000 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -309858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -309901.375000 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -309901.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -309933.187500 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -309933.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -309960.093750 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -309960.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -309979.781250 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -309979.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -310001.000000 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -310001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -310026.187500 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -310026.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -310057.000000 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -310057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -310077.031250 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -310077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -310099.531250 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -310099.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -310116.062500 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -310116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -310126.937500 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -310126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -310135.500000 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -310135.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -310139.187500 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -310139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -310141.593750 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -310141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -310144.687500 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -310144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -310146.062500 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -310146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -310147.468750 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -310147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -310149.906250 Penalty: 4039.040527
	Iteration 29Q: 3 clusters Score -310149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -310152.593750 Penalty: 4039.040527
	Iteration 30Q: 3 clusters Score -310152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -310153.312500 Penalty: 4039.040527
	Iteration 31Q: 3 clusters Score -310153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -310154.843750 Penalty: 4039.040527
	Iteration 32Q: 3 clusters Score -310154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -310156.406250 Penalty: 4039.040527
	Iteration 33Q: 3 clusters Score -310156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -310156.343750 Penalty: 4039.040527
	Iteration 34Q: 3 clusters Score -310156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -310156.343750 Penalty: 4039.040527
	Iteration 35F: 3 clusters Score -310156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Entering Unmasked Estep 
Score: -1321829.500000 Penalty: 2352.641113
	Iteration 0F: 2 clusters Score -1321830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1312240.875000 Penalty: 4705.282227
	Iteration 0F: 3 clusters Score -1312241 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1315165.500000 Penalty: 4705.282227
	Iteration 1F: 3 clusters Score -1315166 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1315445.500000 Penalty: 4705.282227
	Iteration 2F: 3 clusters Score -1315446 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1315660.875000 Penalty: 4705.282227
	Iteration 3Q: 3 clusters Score -1315661 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1315895.000000 Penalty: 4705.282227
	Iteration 4Q: 3 clusters Score -1315895 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1316172.250000 Penalty: 4705.282227
	Iteration 5Q: 3 clusters Score -1316172 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1316553.250000 Penalty: 4705.282227
	Iteration 6Q: 3 clusters Score -1316553 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1317038.750000 Penalty: 4705.282227
	Iteration 7F: 3 clusters Score -1317039 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1317635.875000 Penalty: 4705.282227
	Iteration 8F: 3 clusters Score -1317636 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1318241.500000 Penalty: 4705.282227
	Iteration 9F: 3 clusters Score -1318242 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1318705.875000 Penalty: 4705.282227
	Iteration 10F: 3 clusters Score -1318706 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1319004.625000 Penalty: 4705.282227
	Iteration 11Q: 3 clusters Score -1319005 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1319187.125000 Penalty: 4705.282227
	Iteration 12Q: 3 clusters Score -1319187 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1319293.250000 Penalty: 4705.282227
	Iteration 13Q: 3 clusters Score -1319293 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1319352.625000 Penalty: 4705.282227
	Iteration 14Q: 3 clusters Score -1319353 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1319397.125000 Penalty: 4705.282227
	Iteration 15Q: 3 clusters Score -1319397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1319426.250000 Penalty: 4705.282227
	Iteration 16Q: 3 clusters Score -1319426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1319458.625000 Penalty: 4705.282227
	Iteration 17Q: 3 clusters Score -1319459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1319482.750000 Penalty: 4705.282227
	Iteration 18Q: 3 clusters Score -1319483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1319501.375000 Penalty: 4705.282227
	Iteration 19Q: 3 clusters Score -1319501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1319506.375000 Penalty: 4705.282227
	Iteration 20F: 3 clusters Score -1319506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1319513.000000 Penalty: 4705.282227
	Iteration 21Q: 3 clusters Score -1319513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1319520.625000 Penalty: 4705.282227
	Iteration 22Q: 3 clusters Score -1319521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1319524.625000 Penalty: 4705.282227
	Iteration 23Q: 3 clusters Score -1319525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1319525.250000 Penalty: 4705.282227
	Iteration 24Q: 3 clusters Score -1319525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1319528.250000 Penalty: 4705.282227
	Iteration 25Q: 3 clusters Score -1319528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1319529.875000 Penalty: 4705.282227
	Iteration 26Q: 3 clusters Score -1319530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1319532.625000 Penalty: 4705.282227
	Iteration 27Q: 3 clusters Score -1319533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1319534.000000 Penalty: 4705.282227
	Iteration 28Q: 3 clusters Score -1319534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1319534.750000 Penalty: 4705.282227
	Iteration 29Q: 3 clusters Score -1319535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1319534.000000 Penalty: 4705.282227
	Iteration 30Q: 3 clusters Score -1319534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1319539.625000 Penalty: 4705.282227
	Iteration 31Q: 3 clusters Score -1319540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1319541.625000 Penalty: 4705.282227
	Iteration 32Q: 3 clusters Score -1319542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1319544.750000 Penalty: 4705.282227
	Iteration 33Q: 3 clusters Score -1319545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1319540.875000 Penalty: 4705.282227
	Iteration 34Q: 3 clusters Score -1319541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1319542.875000 Penalty: 4705.282227
	Iteration 35Q: 3 clusters Score -1319543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1319545.000000 Penalty: 4705.282227
	Iteration 36Q: 3 clusters Score -1319545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1319544.875000 Penalty: 4705.282227
	Iteration 37Q: 3 clusters Score -1319545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1319552.375000 Penalty: 4705.282227
	Iteration 38Q: 3 clusters Score -1319552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1319554.625000 Penalty: 4705.282227
	Iteration 39Q: 3 clusters Score -1319555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1319555.125000 Penalty: 4705.282227
	Iteration 40F: 3 clusters Score -1319555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1319555.750000 Penalty: 4705.282227
	Iteration 41Q: 3 clusters Score -1319556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1319554.875000 Penalty: 4705.282227
	Iteration 42Q: 3 clusters Score -1319555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1319554.875000 Penalty: 4705.282227
	Iteration 43Q: 3 clusters Score -1319555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1319553.750000 Penalty: 4705.282227
	Iteration 44Q: 3 clusters Score -1319554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1319558.125000 Penalty: 4705.282227
	Iteration 45Q: 3 clusters Score -1319558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1319557.375000 Penalty: 4705.282227
	Iteration 46Q: 3 clusters Score -1319557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1319557.750000 Penalty: 4705.282227
	Iteration 47Q: 3 clusters Score -1319558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1319561.750000 Penalty: 4705.282227
	Iteration 48Q: 3 clusters Score -1319562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1319564.000000 Penalty: 4705.282227
	Iteration 49Q: 3 clusters Score -1319564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1319565.375000 Penalty: 4705.282227
	Iteration 50Q: 3 clusters Score -1319565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1319562.000000 Penalty: 4705.282227
	Iteration 51Q: 3 clusters Score -1319562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1319562.625000 Penalty: 4705.282227
	Iteration 52Q: 3 clusters Score -1319563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1319563.500000 Penalty: 4705.282227
	Iteration 53Q: 3 clusters Score -1319564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1319563.500000 Penalty: 4705.282227
	Iteration 54F: 3 clusters Score -1319564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -149427.140625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -149427.1 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 907 members 
Entering Unmasked Estep 
Score: -146925.937500 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -146925.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -147392.031250 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -147392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147545.656250 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -147545.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -147651.609375 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -147651.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147708.593750 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -147708.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147747.140625 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -147747.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147782.484375 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -147782.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147810.281250 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -147810.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -147841.640625 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -147841.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -147868.078125 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -147868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147878.109375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -147878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147889.234375 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -147889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147896.734375 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -147896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147902.000000 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -147902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147908.359375 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -147908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147911.125000 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -147911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147911.859375 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -147911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147912.281250 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -147912.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147912.281250 Penalty: 3730.573730
	Iteration 18F: 3 clusters Score -147912.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -334788.281250 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -334788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -331261.593750 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -331261.6 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -332076.687500 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -332076.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -332290.937500 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -332290.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -332431.656250 Penalty: 4048.324951
	Iteration 3F: 3 clusters Score -332431.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -332617.343750 Penalty: 4048.324951
	Iteration 4F: 3 clusters Score -332617.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -332827.937500 Penalty: 4048.324951
	Iteration 5F: 3 clusters Score -332827.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -333090.500000 Penalty: 4048.324951
	Iteration 6F: 3 clusters Score -333090.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -333305.281250 Penalty: 4048.324951
	Iteration 7F: 3 clusters Score -333305.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -333470.125000 Penalty: 4048.324951
	Iteration 8Q: 3 clusters Score -333470.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -333613.843750 Penalty: 4048.324951
	Iteration 9Q: 3 clusters Score -333613.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -333760.656250 Penalty: 4048.324951
	Iteration 10Q: 3 clusters Score -333760.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -333856.500000 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -333856.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -333923.875000 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -333923.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -333954.750000 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -333954.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -333973.250000 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -333973.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -333986.406250 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -333986.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -333991.937500 Penalty: 4048.324951
	Iteration 16Q: 3 clusters Score -333991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -333994.125000 Penalty: 4048.324951
	Iteration 17Q: 3 clusters Score -333994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -333996.656250 Penalty: 4048.324951
	Iteration 18Q: 3 clusters Score -333996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -333997.718750 Penalty: 4048.324951
	Iteration 19Q: 3 clusters Score -333997.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -333997.718750 Penalty: 4048.324951
	Iteration 20F: 3 clusters Score -333997.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766471.500000 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -760204.250000 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760204.2 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -761834.312500 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761834.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -762064.312500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -762064.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -762208.500000 Penalty: 4446.869629
	Iteration 3Q: 3 clusters Score -762208.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -762311.750000 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762311.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -762395.562500 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762395.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -762474.750000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762474.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -762536.625000 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762536.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -762585.375000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762585.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -762618.625000 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -762618.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -762654.062500 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -762654.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -762689.062500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -762689.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -762736.250000 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -762736.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -762793.687500 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -762793.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -762844.250000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -762844.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -762902.187500 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -762902.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -762959.437500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -762959.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -763013.687500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -763013.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -763077.562500 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -763077.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -763173.125000 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -763173.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -763299.937500 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -763299.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -763441.187500 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -763441.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -763602.437500 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -763602.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -763755.500000 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -763755.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -763891.000000 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -763891 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -764003.500000 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764003.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -764098.250000 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764098.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -764192.000000 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -764265.312500 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764265.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -764321.312500 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764321.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -764356.000000 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -764387.500000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764387.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -764407.375000 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764407.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -764431.125000 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764431.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -764448.000000 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -764458.500000 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -764458.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -764470.187500 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -764470.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -764480.937500 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -764480.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -764487.750000 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -764487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -764493.062500 Penalty: 4446.869629
	Iteration 39Q: 3 clusters Score -764493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -764495.000000 Penalty: 4446.869629
	Iteration 40F: 3 clusters Score -764495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -764502.750000 Penalty: 4446.869629
	Iteration 41Q: 3 clusters Score -764502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -764506.250000 Penalty: 4446.869629
	Iteration 42Q: 3 clusters Score -764506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -764511.937500 Penalty: 4446.869629
	Iteration 43Q: 3 clusters Score -764511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -764515.125000 Penalty: 4446.869629
	Iteration 44Q: 3 clusters Score -764515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -764516.812500 Penalty: 4446.869629
	Iteration 45Q: 3 clusters Score -764516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -764521.125000 Penalty: 4446.869629
	Iteration 46Q: 3 clusters Score -764521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -764522.250000 Penalty: 4446.869629
	Iteration 47Q: 3 clusters Score -764522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -764524.375000 Penalty: 4446.869629
	Iteration 48Q: 3 clusters Score -764524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -764522.375000 Penalty: 4446.869629
	Iteration 49Q: 3 clusters Score -764522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -764522.375000 Penalty: 4446.869629
	Iteration 50F: 3 clusters Score -764522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Entering Unmasked Estep 
Score: -1912382.000000 Penalty: 2446.199219
	Iteration 0F: 2 clusters Score -1912382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1898648.875000 Penalty: 4892.398438
	Iteration 0F: 3 clusters Score -1898649 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1903318.000000 Penalty: 4892.398438
	Iteration 1F: 3 clusters Score -1903318 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1903813.000000 Penalty: 4892.398438
	Iteration 2F: 3 clusters Score -1903813 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1904255.125000 Penalty: 4892.398438
	Iteration 3F: 3 clusters Score -1904255 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1904725.625000 Penalty: 4892.398438
	Iteration 4F: 3 clusters Score -1904726 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1905297.625000 Penalty: 4892.398438
	Iteration 5F: 3 clusters Score -1905298 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1906040.250000 Penalty: 4892.398438
	Iteration 6F: 3 clusters Score -1906040 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1906939.500000 Penalty: 4892.398438
	Iteration 7F: 3 clusters Score -1906940 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1907923.000000 Penalty: 4892.398438
	Iteration 8F: 3 clusters Score -1907923 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1908746.625000 Penalty: 4892.398438
	Iteration 9Q: 3 clusters Score -1908747 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1909359.125000 Penalty: 4892.398438
	Iteration 10Q: 3 clusters Score -1909359 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1909818.500000 Penalty: 4892.398438
	Iteration 11Q: 3 clusters Score -1909818 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1910111.250000 Penalty: 4892.398438
	Iteration 12Q: 3 clusters Score -1910111 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1910345.500000 Penalty: 4892.398438
	Iteration 13Q: 3 clusters Score -1910346 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1910557.500000 Penalty: 4892.398438
	Iteration 14Q: 3 clusters Score -1910558 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1910702.500000 Penalty: 4892.398438
	Iteration 15Q: 3 clusters Score -1910702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1910825.500000 Penalty: 4892.398438
	Iteration 16Q: 3 clusters Score -1910826 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1910910.625000 Penalty: 4892.398438
	Iteration 17Q: 3 clusters Score -1910911 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1910991.000000 Penalty: 4892.398438
	Iteration 18Q: 3 clusters Score -1910991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1911045.750000 Penalty: 4892.398438
	Iteration 19Q: 3 clusters Score -1911046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1911078.375000 Penalty: 4892.398438
	Iteration 20F: 3 clusters Score -1911078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1911101.625000 Penalty: 4892.398438
	Iteration 21Q: 3 clusters Score -1911102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1911115.250000 Penalty: 4892.398438
	Iteration 22Q: 3 clusters Score -1911115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1911128.875000 Penalty: 4892.398438
	Iteration 23Q: 3 clusters Score -1911129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1911137.500000 Penalty: 4892.398438
	Iteration 24Q: 3 clusters Score -1911138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1911150.625000 Penalty: 4892.398438
	Iteration 25Q: 3 clusters Score -1911151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1911156.750000 Penalty: 4892.398438
	Iteration 26Q: 3 clusters Score -1911157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1911161.625000 Penalty: 4892.398438
	Iteration 27Q: 3 clusters Score -1911162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1911160.375000 Penalty: 4892.398438
	Iteration 28Q: 3 clusters Score -1911160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1911162.000000 Penalty: 4892.398438
	Iteration 29Q: 3 clusters Score -1911162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1911165.000000 Penalty: 4892.398438
	Iteration 30Q: 3 clusters Score -1911165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1911166.375000 Penalty: 4892.398438
	Iteration 31Q: 3 clusters Score -1911166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1911164.750000 Penalty: 4892.398438
	Iteration 32Q: 3 clusters Score -1911165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1911164.250000 Penalty: 4892.398438
	Iteration 33Q: 3 clusters Score -1911164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1911164.250000 Penalty: 4892.398438
	Iteration 34F: 3 clusters Score -1911164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Entering Unmasked Estep 
Score: -404639.187500 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -404639.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -400161.937500 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -400161.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -401397.656250 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -401397.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -401731.031250 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -401731 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -401941.125000 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -401941.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -402130.718750 Penalty: 4223.236816
	Iteration 4Q: 3 clusters Score -402130.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -402287.750000 Penalty: 4223.236816
	Iteration 5Q: 3 clusters Score -402287.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -402407.781250 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -402407.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -402514.500000 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -402514.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -402586.281250 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -402586.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402641.187500 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -402641.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -402693.843750 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -402693.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -402749.375000 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -402749.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -402818.687500 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -402818.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -402866.812500 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -402866.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -402906.093750 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -402906.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -402932.968750 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -402933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -402957.125000 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -402957.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -402975.375000 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -402975.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -402999.562500 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -402999.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -403032.187500 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -403032.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -403059.312500 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -403059.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -403086.062500 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -403086.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -403111.187500 Penalty: 4223.236816
	Iteration 22Q: 3 clusters Score -403111.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -403135.000000 Penalty: 4223.236816
	Iteration 23Q: 3 clusters Score -403135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -403159.843750 Penalty: 4223.236816
	Iteration 24Q: 3 clusters Score -403159.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -403183.031250 Penalty: 4223.236816
	Iteration 25Q: 3 clusters Score -403183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -403211.031250 Penalty: 4223.236816
	Iteration 26Q: 3 clusters Score -403211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -403241.875000 Penalty: 4223.236816
	Iteration 27Q: 3 clusters Score -403241.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -403274.593750 Penalty: 4223.236816
	Iteration 28Q: 3 clusters Score -403274.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403312.062500 Penalty: 4223.236816
	Iteration 29Q: 3 clusters Score -403312.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -403345.531250 Penalty: 4223.236816
	Iteration 30Q: 3 clusters Score -403345.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -403377.812500 Penalty: 4223.236816
	Iteration 31Q: 3 clusters Score -403377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -403408.718750 Penalty: 4223.236816
	Iteration 32Q: 3 clusters Score -403408.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -403438.656250 Penalty: 4223.236816
	Iteration 33Q: 3 clusters Score -403438.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403466.906250 Penalty: 4223.236816
	Iteration 34Q: 3 clusters Score -403466.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -403502.843750 Penalty: 4223.236816
	Iteration 35Q: 3 clusters Score -403502.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -403536.718750 Penalty: 4223.236816
	Iteration 36Q: 3 clusters Score -403536.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -403571.125000 Penalty: 4223.236816
	Iteration 37Q: 3 clusters Score -403571.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -403596.656250 Penalty: 4223.236816
	Iteration 38Q: 3 clusters Score -403596.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -403621.062500 Penalty: 4223.236816
	Iteration 39Q: 3 clusters Score -403621.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -403633.875000 Penalty: 4223.236816
	Iteration 40F: 3 clusters Score -403633.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -403645.593750 Penalty: 4223.236816
	Iteration 41Q: 3 clusters Score -403645.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403654.093750 Penalty: 4223.236816
	Iteration 42Q: 3 clusters Score -403654.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -403665.281250 Penalty: 4223.236816
	Iteration 43Q: 3 clusters Score -403665.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -403676.218750 Penalty: 4223.236816
	Iteration 44Q: 3 clusters Score -403676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -403685.968750 Penalty: 4223.236816
	Iteration 45Q: 3 clusters Score -403686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -403691.343750 Penalty: 4223.236816
	Iteration 46Q: 3 clusters Score -403691.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -403697.218750 Penalty: 4223.236816
	Iteration 47Q: 3 clusters Score -403697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403702.468750 Penalty: 4223.236816
	Iteration 48Q: 3 clusters Score -403702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403706.906250 Penalty: 4223.236816
	Iteration 49Q: 3 clusters Score -403706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -403709.125000 Penalty: 4223.236816
	Iteration 50Q: 3 clusters Score -403709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -403709.687500 Penalty: 4223.236816
	Iteration 51Q: 3 clusters Score -403709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -403712.000000 Penalty: 4223.236816
	Iteration 52Q: 3 clusters Score -403712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -403713.968750 Penalty: 4223.236816
	Iteration 53Q: 3 clusters Score -403714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403715.468750 Penalty: 4223.236816
	Iteration 54Q: 3 clusters Score -403715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -403717.437500 Penalty: 4223.236816
	Iteration 55Q: 3 clusters Score -403717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403718.531250 Penalty: 4223.236816
	Iteration 56Q: 3 clusters Score -403718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403719.437500 Penalty: 4223.236816
	Iteration 57Q: 3 clusters Score -403719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -403719.812500 Penalty: 4223.236816
	Iteration 58Q: 3 clusters Score -403719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -403720.031250 Penalty: 4223.236816
	Iteration 59Q: 3 clusters Score -403720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -403720.437500 Penalty: 4223.236816
	Iteration 60F: 3 clusters Score -403720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -403721.343750 Penalty: 4223.236816
	Iteration 61Q: 3 clusters Score -403721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -403721.781250 Penalty: 4223.236816
	Iteration 62Q: 3 clusters Score -403721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -403722.625000 Penalty: 4223.236816
	Iteration 63Q: 3 clusters Score -403722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -403722.875000 Penalty: 4223.236816
	Iteration 64Q: 3 clusters Score -403722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -403723.906250 Penalty: 4223.236816
	Iteration 65Q: 3 clusters Score -403723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -403723.625000 Penalty: 4223.236816
	Iteration 66Q: 3 clusters Score -403723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -403723.625000 Penalty: 4223.236816
	Iteration 67F: 3 clusters Score -403723.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Entering Unmasked Estep 
Score: -5357945.500000 Penalty: 2710.860840
	Iteration 0F: 2 clusters Score -5357946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5320432.000000 Penalty: 5421.721680
	Iteration 0F: 3 clusters Score -5320432 nChanged 25889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5334804.500000 Penalty: 5421.721680
	Iteration 1F: 3 clusters Score -5334804 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -5335542.000000 Penalty: 5421.721680
	Iteration 2Q: 3 clusters Score -5335542 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -5336355.000000 Penalty: 5421.721680
	Iteration 3Q: 3 clusters Score -5336355 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5337363.500000 Penalty: 5421.721680
	Iteration 4Q: 3 clusters Score -5337364 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -5338628.000000 Penalty: 5421.721680
	Iteration 5Q: 3 clusters Score -5338628 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5340440.500000 Penalty: 5421.721680
	Iteration 6F: 3 clusters Score -5340440 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5342705.500000 Penalty: 5421.721680
	Iteration 7F: 3 clusters Score -5342706 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -5345354.500000 Penalty: 5421.721680
	Iteration 8F: 3 clusters Score -5345354 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5347928.500000 Penalty: 5421.721680
	Iteration 9F: 3 clusters Score -5347928 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -5350023.000000 Penalty: 5421.721680
	Iteration 10Q: 3 clusters Score -5350023 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -5351440.500000 Penalty: 5421.721680
	Iteration 11Q: 3 clusters Score -5351440 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -5352429.000000 Penalty: 5421.721680
	Iteration 12Q: 3 clusters Score -5352429 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5353059.000000 Penalty: 5421.721680
	Iteration 13Q: 3 clusters Score -5353059 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5353564.500000 Penalty: 5421.721680
	Iteration 14Q: 3 clusters Score -5353564 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5353947.000000 Penalty: 5421.721680
	Iteration 15Q: 3 clusters Score -5353947 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5354317.500000 Penalty: 5421.721680
	Iteration 16Q: 3 clusters Score -5354318 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5354675.000000 Penalty: 5421.721680
	Iteration 17Q: 3 clusters Score -5354675 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -5354992.500000 Penalty: 5421.721680
	Iteration 18Q: 3 clusters Score -5354992 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5355323.000000 Penalty: 5421.721680
	Iteration 19Q: 3 clusters Score -5355323 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5355617.500000 Penalty: 5421.721680
	Iteration 20F: 3 clusters Score -5355618 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5355888.500000 Penalty: 5421.721680
	Iteration 21Q: 3 clusters Score -5355888 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5356179.000000 Penalty: 5421.721680
	Iteration 22Q: 3 clusters Score -5356179 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5356447.000000 Penalty: 5421.721680
	Iteration 23Q: 3 clusters Score -5356447 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5356667.000000 Penalty: 5421.721680
	Iteration 24Q: 3 clusters Score -5356667 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5356827.000000 Penalty: 5421.721680
	Iteration 25Q: 3 clusters Score -5356827 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5356964.000000 Penalty: 5421.721680
	Iteration 26Q: 3 clusters Score -5356964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5357072.000000 Penalty: 5421.721680
	Iteration 27Q: 3 clusters Score -5357072 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5357139.500000 Penalty: 5421.721680
	Iteration 28Q: 3 clusters Score -5357140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5357165.500000 Penalty: 5421.721680
	Iteration 29Q: 3 clusters Score -5357166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5357205.500000 Penalty: 5421.721680
	Iteration 30Q: 3 clusters Score -5357206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5357220.000000 Penalty: 5421.721680
	Iteration 31Q: 3 clusters Score -5357220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5357237.000000 Penalty: 5421.721680
	Iteration 32Q: 3 clusters Score -5357237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5357245.000000 Penalty: 5421.721680
	Iteration 33Q: 3 clusters Score -5357245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5357258.000000 Penalty: 5421.721680
	Iteration 34Q: 3 clusters Score -5357258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5357248.000000 Penalty: 5421.721680
	Iteration 35Q: 3 clusters Score -5357248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5357259.500000 Penalty: 5421.721680
	Iteration 36Q: 3 clusters Score -5357260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5357262.000000 Penalty: 5421.721680
	Iteration 37Q: 3 clusters Score -5357262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5357263.500000 Penalty: 5421.721680
	Iteration 38Q: 3 clusters Score -5357264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5357260.500000 Penalty: 5421.721680
	Iteration 39Q: 3 clusters Score -5357260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5357270.000000 Penalty: 5421.721680
	Iteration 40F: 3 clusters Score -5357270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5357270.000000 Penalty: 5421.721680
	Iteration 41Q: 3 clusters Score -5357270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5357271.000000 Penalty: 5421.721680
	Iteration 42Q: 3 clusters Score -5357271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5357269.500000 Penalty: 5421.721680
	Iteration 43Q: 3 clusters Score -5357270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5357269.000000 Penalty: 5421.721680
	Iteration 44Q: 3 clusters Score -5357269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5357269.000000 Penalty: 5421.721680
	Iteration 45F: 3 clusters Score -5357269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Entering Unmasked Estep 
Score: -8774371.000000 Penalty: 2853.315918
	Iteration 0F: 2 clusters Score -8774371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -8707861.000000 Penalty: 5706.631836
	Iteration 0F: 3 clusters Score -8707861 nChanged 47157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -8735307.000000 Penalty: 5706.631836
	Iteration 1F: 3 clusters Score -8735307 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -8736760.000000 Penalty: 5706.631836
	Iteration 2Q: 3 clusters Score -8736760 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -8738343.000000 Penalty: 5706.631836
	Iteration 3Q: 3 clusters Score -8738343 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -8740270.000000 Penalty: 5706.631836
	Iteration 4Q: 3 clusters Score -8740270 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -8742414.000000 Penalty: 5706.631836
	Iteration 5Q: 3 clusters Score -8742414 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -8744629.000000 Penalty: 5706.631836
	Iteration 6F: 3 clusters Score -8744629 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -8746963.000000 Penalty: 5706.631836
	Iteration 7Q: 3 clusters Score -8746963 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -8749376.000000 Penalty: 5706.631836
	Iteration 8Q: 3 clusters Score -8749376 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -8751880.000000 Penalty: 5706.631836
	Iteration 9Q: 3 clusters Score -8751880 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8754484.000000 Penalty: 5706.631836
	Iteration 10Q: 3 clusters Score -8754484 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -8756905.000000 Penalty: 5706.631836
	Iteration 11Q: 3 clusters Score -8756905 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -8758947.000000 Penalty: 5706.631836
	Iteration 12Q: 3 clusters Score -8758947 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -8760507.000000 Penalty: 5706.631836
	Iteration 13Q: 3 clusters Score -8760507 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -8761711.000000 Penalty: 5706.631836
	Iteration 14Q: 3 clusters Score -8761711 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -8762723.000000 Penalty: 5706.631836
	Iteration 15Q: 3 clusters Score -8762723 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -8763638.000000 Penalty: 5706.631836
	Iteration 16Q: 3 clusters Score -8763638 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -8764424.000000 Penalty: 5706.631836
	Iteration 17Q: 3 clusters Score -8764424 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -8765224.000000 Penalty: 5706.631836
	Iteration 18Q: 3 clusters Score -8765224 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -8765980.000000 Penalty: 5706.631836
	Iteration 19Q: 3 clusters Score -8765980 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -8766809.000000 Penalty: 5706.631836
	Iteration 20F: 3 clusters Score -8766809 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -8767655.000000 Penalty: 5706.631836
	Iteration 21Q: 3 clusters Score -8767655 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -8768437.000000 Penalty: 5706.631836
	Iteration 22Q: 3 clusters Score -8768437 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -8769188.000000 Penalty: 5706.631836
	Iteration 23Q: 3 clusters Score -8769188 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -8769923.000000 Penalty: 5706.631836
	Iteration 24Q: 3 clusters Score -8769923 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -8770529.000000 Penalty: 5706.631836
	Iteration 25Q: 3 clusters Score -8770529 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -8771019.000000 Penalty: 5706.631836
	Iteration 26Q: 3 clusters Score -8771019 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 96312 members 
Entering Unmasked Estep 
Score: -8771370.000000 Penalty: 5706.631836
	Iteration 27Q: 3 clusters Score -8771370 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -8771656.000000 Penalty: 5706.631836
	Iteration 28Q: 3 clusters Score -8771656 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -8771844.000000 Penalty: 5706.631836
	Iteration 29Q: 3 clusters Score -8771844 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -8772020.000000 Penalty: 5706.631836
	Iteration 30Q: 3 clusters Score -8772020 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 97671 members 
Entering Unmasked Estep 
Score: -8772127.000000 Penalty: 5706.631836
	Iteration 31Q: 3 clusters Score -8772127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -8772212.000000 Penalty: 5706.631836
	Iteration 32Q: 3 clusters Score -8772212 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -8772250.000000 Penalty: 5706.631836
	Iteration 33Q: 3 clusters Score -8772250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -8772313.000000 Penalty: 5706.631836
	Iteration 34Q: 3 clusters Score -8772313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -8772332.000000 Penalty: 5706.631836
	Iteration 35Q: 3 clusters Score -8772332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -8772357.000000 Penalty: 5706.631836
	Iteration 36Q: 3 clusters Score -8772357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -8772376.000000 Penalty: 5706.631836
	Iteration 37Q: 3 clusters Score -8772376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -8772411.000000 Penalty: 5706.631836
	Iteration 38Q: 3 clusters Score -8772411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -8772426.000000 Penalty: 5706.631836
	Iteration 39Q: 3 clusters Score -8772426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -8772466.000000 Penalty: 5706.631836
	Iteration 40F: 3 clusters Score -8772466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -8772475.000000 Penalty: 5706.631836
	Iteration 41Q: 3 clusters Score -8772475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -8772497.000000 Penalty: 5706.631836
	Iteration 42Q: 3 clusters Score -8772497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -8772527.000000 Penalty: 5706.631836
	Iteration 43Q: 3 clusters Score -8772527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -8772554.000000 Penalty: 5706.631836
	Iteration 44Q: 3 clusters Score -8772554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -8772592.000000 Penalty: 5706.631836
	Iteration 45Q: 3 clusters Score -8772592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -8772610.000000 Penalty: 5706.631836
	Iteration 46Q: 3 clusters Score -8772610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -8772634.000000 Penalty: 5706.631836
	Iteration 47Q: 3 clusters Score -8772634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -8772640.000000 Penalty: 5706.631836
	Iteration 48Q: 3 clusters Score -8772640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -8772638.000000 Penalty: 5706.631836
	Iteration 49Q: 3 clusters Score -8772638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -8772651.000000 Penalty: 5706.631836
	Iteration 50Q: 3 clusters Score -8772651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -8772650.000000 Penalty: 5706.631836
	Iteration 51Q: 3 clusters Score -8772650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -8772650.000000 Penalty: 5706.631836
	Iteration 52Q: 3 clusters Score -8772650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -8772656.000000 Penalty: 5706.631836
	Iteration 53Q: 3 clusters Score -8772656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -8772648.000000 Penalty: 5706.631836
	Iteration 54Q: 3 clusters Score -8772648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -8772656.000000 Penalty: 5706.631836
	Iteration 55Q: 3 clusters Score -8772656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -8772653.000000 Penalty: 5706.631836
	Iteration 56Q: 3 clusters Score -8772653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -8772654.000000 Penalty: 5706.631836
	Iteration 57Q: 3 clusters Score -8772654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -8772646.000000 Penalty: 5706.631836
	Iteration 58Q: 3 clusters Score -8772646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -8772660.000000 Penalty: 5706.631836
	Iteration 59Q: 3 clusters Score -8772660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -8772659.000000 Penalty: 5706.631836
	Iteration 60F: 3 clusters Score -8772659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -8772668.000000 Penalty: 5706.631836
	Iteration 61Q: 3 clusters Score -8772668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -8772668.000000 Penalty: 5706.631836
	Iteration 62Q: 3 clusters Score -8772668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -8772669.000000 Penalty: 5706.631836
	Iteration 63Q: 3 clusters Score -8772669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -8772666.000000 Penalty: 5706.631836
	Iteration 64Q: 3 clusters Score -8772666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -8772666.000000 Penalty: 5706.631836
	Iteration 65F: 3 clusters Score -8772666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Entering Unmasked Estep 
Score: -7297810.000000 Penalty: 2782.942627
	Iteration 0F: 2 clusters Score -7297810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -7247955.000000 Penalty: 5565.885254
	Iteration 0F: 3 clusters Score -7247955 nChanged 34914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -7267976.000000 Penalty: 5565.885254
	Iteration 1F: 3 clusters Score -7267976 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -7268874.500000 Penalty: 5565.885254
	Iteration 2Q: 3 clusters Score -7268874 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -7270054.000000 Penalty: 5565.885254
	Iteration 3Q: 3 clusters Score -7270054 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7271306.000000 Penalty: 5565.885254
	Iteration 4Q: 3 clusters Score -7271306 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7272823.000000 Penalty: 5565.885254
	Iteration 5Q: 3 clusters Score -7272823 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7274569.500000 Penalty: 5565.885254
	Iteration 6Q: 3 clusters Score -7274570 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -7276635.500000 Penalty: 5565.885254
	Iteration 7F: 3 clusters Score -7276636 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -7279238.500000 Penalty: 5565.885254
	Iteration 8F: 3 clusters Score -7279238 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -7281995.500000 Penalty: 5565.885254
	Iteration 9F: 3 clusters Score -7281996 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -7284509.500000 Penalty: 5565.885254
	Iteration 10F: 3 clusters Score -7284510 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -7286502.000000 Penalty: 5565.885254
	Iteration 11Q: 3 clusters Score -7286502 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7288017.000000 Penalty: 5565.885254
	Iteration 12Q: 3 clusters Score -7288017 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -7289371.500000 Penalty: 5565.885254
	Iteration 13Q: 3 clusters Score -7289372 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -7290628.000000 Penalty: 5565.885254
	Iteration 14Q: 3 clusters Score -7290628 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -7291739.500000 Penalty: 5565.885254
	Iteration 15Q: 3 clusters Score -7291740 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -7292687.000000 Penalty: 5565.885254
	Iteration 16Q: 3 clusters Score -7292687 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -7293394.500000 Penalty: 5565.885254
	Iteration 17Q: 3 clusters Score -7293394 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -7293970.000000 Penalty: 5565.885254
	Iteration 18Q: 3 clusters Score -7293970 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -7294446.000000 Penalty: 5565.885254
	Iteration 19Q: 3 clusters Score -7294446 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -7294936.000000 Penalty: 5565.885254
	Iteration 20F: 3 clusters Score -7294936 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -7295297.500000 Penalty: 5565.885254
	Iteration 21Q: 3 clusters Score -7295298 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -7295608.000000 Penalty: 5565.885254
	Iteration 22Q: 3 clusters Score -7295608 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -7295869.500000 Penalty: 5565.885254
	Iteration 23Q: 3 clusters Score -7295870 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -7296096.000000 Penalty: 5565.885254
	Iteration 24Q: 3 clusters Score -7296096 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -7296288.000000 Penalty: 5565.885254
	Iteration 25Q: 3 clusters Score -7296288 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -7296456.500000 Penalty: 5565.885254
	Iteration 26Q: 3 clusters Score -7296456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -7296576.500000 Penalty: 5565.885254
	Iteration 27Q: 3 clusters Score -7296576 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -7296665.000000 Penalty: 5565.885254
	Iteration 28Q: 3 clusters Score -7296665 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -7296734.000000 Penalty: 5565.885254
	Iteration 29Q: 3 clusters Score -7296734 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -7296814.000000 Penalty: 5565.885254
	Iteration 30Q: 3 clusters Score -7296814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -7296849.000000 Penalty: 5565.885254
	Iteration 31Q: 3 clusters Score -7296849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -7296883.500000 Penalty: 5565.885254
	Iteration 32Q: 3 clusters Score -7296884 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -7296929.000000 Penalty: 5565.885254
	Iteration 33Q: 3 clusters Score -7296929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -7296944.500000 Penalty: 5565.885254
	Iteration 34Q: 3 clusters Score -7296944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -7296976.000000 Penalty: 5565.885254
	Iteration 35Q: 3 clusters Score -7296976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -7296998.500000 Penalty: 5565.885254
	Iteration 36Q: 3 clusters Score -7296998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -7297007.000000 Penalty: 5565.885254
	Iteration 37Q: 3 clusters Score -7297007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -7297016.000000 Penalty: 5565.885254
	Iteration 38Q: 3 clusters Score -7297016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -7297013.000000 Penalty: 5565.885254
	Iteration 39Q: 3 clusters Score -7297013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -7296998.000000 Penalty: 5565.885254
	Iteration 40F: 3 clusters Score -7296998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 71337 members 
Entering Unmasked Estep 
Score: -7297019.000000 Penalty: 5565.885254
	Iteration 41Q: 3 clusters Score -7297019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -7297036.500000 Penalty: 5565.885254
	Iteration 42Q: 3 clusters Score -7297036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -7297025.000000 Penalty: 5565.885254
	Iteration 43Q: 3 clusters Score -7297025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -7297031.000000 Penalty: 5565.885254
	Iteration 44Q: 3 clusters Score -7297031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -7297037.500000 Penalty: 5565.885254
	Iteration 45Q: 3 clusters Score -7297038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -7297026.000000 Penalty: 5565.885254
	Iteration 46Q: 3 clusters Score -7297026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -7297041.500000 Penalty: 5565.885254
	Iteration 47Q: 3 clusters Score -7297042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -7297052.000000 Penalty: 5565.885254
	Iteration 48Q: 3 clusters Score -7297052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -7297053.500000 Penalty: 5565.885254
	Iteration 49Q: 3 clusters Score -7297054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -7297062.500000 Penalty: 5565.885254
	Iteration 50Q: 3 clusters Score -7297062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -7297057.500000 Penalty: 5565.885254
	Iteration 51Q: 3 clusters Score -7297058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -7297054.500000 Penalty: 5565.885254
	Iteration 52Q: 3 clusters Score -7297054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -7297062.000000 Penalty: 5565.885254
	Iteration 53Q: 3 clusters Score -7297062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -7297070.000000 Penalty: 5565.885254
	Iteration 54Q: 3 clusters Score -7297070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -7297070.000000 Penalty: 5565.885254
	Iteration 55Q: 3 clusters Score -7297070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -7297071.500000 Penalty: 5565.885254
	Iteration 56Q: 3 clusters Score -7297072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -7297071.500000 Penalty: 5565.885254
	Iteration 57Q: 3 clusters Score -7297072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -7297081.000000 Penalty: 5565.885254
	Iteration 58Q: 3 clusters Score -7297081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -7297081.000000 Penalty: 5565.885254
	Iteration 59Q: 3 clusters Score -7297081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -7297078.000000 Penalty: 5565.885254
	Iteration 60F: 3 clusters Score -7297078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -7297072.000000 Penalty: 5565.885254
	Iteration 61Q: 3 clusters Score -7297072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -7297066.000000 Penalty: 5565.885254
	Iteration 62Q: 3 clusters Score -7297066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -7297073.000000 Penalty: 5565.885254
	Iteration 63Q: 3 clusters Score -7297073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -7297073.500000 Penalty: 5565.885254
	Iteration 64Q: 3 clusters Score -7297074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -7297071.000000 Penalty: 5565.885254
	Iteration 65Q: 3 clusters Score -7297071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -7297079.000000 Penalty: 5565.885254
	Iteration 66Q: 3 clusters Score -7297079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -7297078.000000 Penalty: 5565.885254
	Iteration 67Q: 3 clusters Score -7297078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -7297085.500000 Penalty: 5565.885254
	Iteration 68Q: 3 clusters Score -7297086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -7297087.500000 Penalty: 5565.885254
	Iteration 69Q: 3 clusters Score -7297088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -7297093.500000 Penalty: 5565.885254
	Iteration 70Q: 3 clusters Score -7297094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -7297100.500000 Penalty: 5565.885254
	Iteration 71Q: 3 clusters Score -7297100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -7297100.500000 Penalty: 5565.885254
	Iteration 72F: 3 clusters Score -7297100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -217153.812500 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -217153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -214361.875000 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -214361.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -214930.359375 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -214930.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -215107.890625 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -215107.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215223.484375 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -215223.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -215333.734375 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -215333.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -215421.265625 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -215421.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -215498.796875 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -215498.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -215570.500000 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -215570.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -215638.484375 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -215638.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -215729.359375 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -215729.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -215835.109375 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -215835.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -215948.687500 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -215948.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -216030.828125 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -216030.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -216109.406250 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -216109.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -216183.484375 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -216183.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -216247.531250 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -216247.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -216296.000000 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -216296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -216318.921875 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -216318.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -216339.312500 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -216339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -216348.390625 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -216348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -216355.156250 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -216355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -216367.406250 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -216367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216381.328125 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -216381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -216388.250000 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -216388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -216390.031250 Penalty: 3841.521484
	Iteration 24Q: 3 clusters Score -216390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -216392.890625 Penalty: 3841.521484
	Iteration 25Q: 3 clusters Score -216392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216394.125000 Penalty: 3841.521484
	Iteration 26Q: 3 clusters Score -216394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -216394.843750 Penalty: 3841.521484
	Iteration 27Q: 3 clusters Score -216394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -216394.843750 Penalty: 3841.521484
	Iteration 28F: 3 clusters Score -216394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Entering Unmasked Estep 
Score: -1997900.250000 Penalty: 2464.464844
	Iteration 0F: 2 clusters Score -1997900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1983263.125000 Penalty: 4928.929688
	Iteration 0F: 3 clusters Score -1983263 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1988487.125000 Penalty: 4928.929688
	Iteration 1F: 3 clusters Score -1988487 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1989177.250000 Penalty: 4928.929688
	Iteration 2F: 3 clusters Score -1989177 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1989956.500000 Penalty: 4928.929688
	Iteration 3F: 3 clusters Score -1989956 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1990829.000000 Penalty: 4928.929688
	Iteration 4F: 3 clusters Score -1990829 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1991679.500000 Penalty: 4928.929688
	Iteration 5F: 3 clusters Score -1991680 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1992536.500000 Penalty: 4928.929688
	Iteration 6F: 3 clusters Score -1992536 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1993210.000000 Penalty: 4928.929688
	Iteration 7F: 3 clusters Score -1993210 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1993760.000000 Penalty: 4928.929688
	Iteration 8Q: 3 clusters Score -1993760 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1994299.625000 Penalty: 4928.929688
	Iteration 9Q: 3 clusters Score -1994300 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1994828.125000 Penalty: 4928.929688
	Iteration 10Q: 3 clusters Score -1994828 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1995274.125000 Penalty: 4928.929688
	Iteration 11Q: 3 clusters Score -1995274 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1995640.625000 Penalty: 4928.929688
	Iteration 12Q: 3 clusters Score -1995641 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1995889.875000 Penalty: 4928.929688
	Iteration 13Q: 3 clusters Score -1995890 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1996027.375000 Penalty: 4928.929688
	Iteration 14Q: 3 clusters Score -1996027 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1996087.250000 Penalty: 4928.929688
	Iteration 15Q: 3 clusters Score -1996087 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1996117.625000 Penalty: 4928.929688
	Iteration 16Q: 3 clusters Score -1996118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1996145.000000 Penalty: 4928.929688
	Iteration 17Q: 3 clusters Score -1996145 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1996162.625000 Penalty: 4928.929688
	Iteration 18Q: 3 clusters Score -1996163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1996163.125000 Penalty: 4928.929688
	Iteration 19Q: 3 clusters Score -1996163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1996167.875000 Penalty: 4928.929688
	Iteration 20F: 3 clusters Score -1996168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1996174.625000 Penalty: 4928.929688
	Iteration 21Q: 3 clusters Score -1996175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1996168.000000 Penalty: 4928.929688
	Iteration 22Q: 3 clusters Score -1996168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1996171.000000 Penalty: 4928.929688
	Iteration 23Q: 3 clusters Score -1996171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1996174.750000 Penalty: 4928.929688
	Iteration 24Q: 3 clusters Score -1996175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1996177.000000 Penalty: 4928.929688
	Iteration 25Q: 3 clusters Score -1996177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1996179.875000 Penalty: 4928.929688
	Iteration 26Q: 3 clusters Score -1996180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1996176.500000 Penalty: 4928.929688
	Iteration 27Q: 3 clusters Score -1996176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1996176.250000 Penalty: 4928.929688
	Iteration 28Q: 3 clusters Score -1996176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1996175.125000 Penalty: 4928.929688
	Iteration 29Q: 3 clusters Score -1996175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1996176.750000 Penalty: 4928.929688
	Iteration 30Q: 3 clusters Score -1996177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1996176.500000 Penalty: 4928.929688
	Iteration 31Q: 3 clusters Score -1996176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1996178.500000 Penalty: 4928.929688
	Iteration 32Q: 3 clusters Score -1996178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1996178.375000 Penalty: 4928.929688
	Iteration 33Q: 3 clusters Score -1996178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1996178.125000 Penalty: 4928.929688
	Iteration 34Q: 3 clusters Score -1996178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1996178.500000 Penalty: 4928.929688
	Iteration 35Q: 3 clusters Score -1996178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1996180.500000 Penalty: 4928.929688
	Iteration 36Q: 3 clusters Score -1996180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1996179.750000 Penalty: 4928.929688
	Iteration 37Q: 3 clusters Score -1996180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1996179.875000 Penalty: 4928.929688
	Iteration 38Q: 3 clusters Score -1996180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1996180.375000 Penalty: 4928.929688
	Iteration 39Q: 3 clusters Score -1996180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1996182.750000 Penalty: 4928.929688
	Iteration 40F: 3 clusters Score -1996183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1996182.500000 Penalty: 4928.929688
	Iteration 41Q: 3 clusters Score -1996182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1996182.500000 Penalty: 4928.929688
	Iteration 42F: 3 clusters Score -1996182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Entering Unmasked Estep 
Score: -1908513.500000 Penalty: 2461.571045
	Iteration 0F: 2 clusters Score -1908514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1894300.000000 Penalty: 4923.142090
	Iteration 0F: 3 clusters Score -1894300 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1899197.750000 Penalty: 4923.142090
	Iteration 1F: 3 clusters Score -1899198 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1899764.500000 Penalty: 4923.142090
	Iteration 2F: 3 clusters Score -1899764 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1900385.500000 Penalty: 4923.142090
	Iteration 3F: 3 clusters Score -1900386 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1901135.125000 Penalty: 4923.142090
	Iteration 4F: 3 clusters Score -1901135 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1901905.250000 Penalty: 4923.142090
	Iteration 5F: 3 clusters Score -1901905 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1902617.250000 Penalty: 4923.142090
	Iteration 6F: 3 clusters Score -1902617 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1903220.500000 Penalty: 4923.142090
	Iteration 7F: 3 clusters Score -1903220 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1903690.625000 Penalty: 4923.142090
	Iteration 8Q: 3 clusters Score -1903691 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1904057.500000 Penalty: 4923.142090
	Iteration 9Q: 3 clusters Score -1904058 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1904354.250000 Penalty: 4923.142090
	Iteration 10Q: 3 clusters Score -1904354 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1904595.250000 Penalty: 4923.142090
	Iteration 11Q: 3 clusters Score -1904595 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1904778.500000 Penalty: 4923.142090
	Iteration 12Q: 3 clusters Score -1904778 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1904925.250000 Penalty: 4923.142090
	Iteration 13Q: 3 clusters Score -1904925 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1905055.000000 Penalty: 4923.142090
	Iteration 14Q: 3 clusters Score -1905055 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1905174.500000 Penalty: 4923.142090
	Iteration 15Q: 3 clusters Score -1905174 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1905295.625000 Penalty: 4923.142090
	Iteration 16Q: 3 clusters Score -1905296 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1905402.625000 Penalty: 4923.142090
	Iteration 17Q: 3 clusters Score -1905403 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1905528.375000 Penalty: 4923.142090
	Iteration 18Q: 3 clusters Score -1905528 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1905688.000000 Penalty: 4923.142090
	Iteration 19Q: 3 clusters Score -1905688 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1905848.250000 Penalty: 4923.142090
	Iteration 20F: 3 clusters Score -1905848 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1906023.625000 Penalty: 4923.142090
	Iteration 21Q: 3 clusters Score -1906024 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1906181.000000 Penalty: 4923.142090
	Iteration 22Q: 3 clusters Score -1906181 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1906355.625000 Penalty: 4923.142090
	Iteration 23Q: 3 clusters Score -1906356 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1906505.250000 Penalty: 4923.142090
	Iteration 24Q: 3 clusters Score -1906505 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1906649.000000 Penalty: 4923.142090
	Iteration 25Q: 3 clusters Score -1906649 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1906777.750000 Penalty: 4923.142090
	Iteration 26Q: 3 clusters Score -1906778 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1906879.750000 Penalty: 4923.142090
	Iteration 27Q: 3 clusters Score -1906880 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1906959.000000 Penalty: 4923.142090
	Iteration 28Q: 3 clusters Score -1906959 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1907036.875000 Penalty: 4923.142090
	Iteration 29Q: 3 clusters Score -1907037 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1907111.375000 Penalty: 4923.142090
	Iteration 30Q: 3 clusters Score -1907111 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1907160.625000 Penalty: 4923.142090
	Iteration 31Q: 3 clusters Score -1907161 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1907207.125000 Penalty: 4923.142090
	Iteration 32Q: 3 clusters Score -1907207 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1907260.375000 Penalty: 4923.142090
	Iteration 33Q: 3 clusters Score -1907260 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1907307.625000 Penalty: 4923.142090
	Iteration 34Q: 3 clusters Score -1907308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1907342.250000 Penalty: 4923.142090
	Iteration 35Q: 3 clusters Score -1907342 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1907375.500000 Penalty: 4923.142090
	Iteration 36Q: 3 clusters Score -1907376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1907401.375000 Penalty: 4923.142090
	Iteration 37Q: 3 clusters Score -1907401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1907430.000000 Penalty: 4923.142090
	Iteration 38Q: 3 clusters Score -1907430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1907444.625000 Penalty: 4923.142090
	Iteration 39Q: 3 clusters Score -1907445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1907454.375000 Penalty: 4923.142090
	Iteration 40F: 3 clusters Score -1907454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1907478.750000 Penalty: 4923.142090
	Iteration 41Q: 3 clusters Score -1907479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1907489.250000 Penalty: 4923.142090
	Iteration 42Q: 3 clusters Score -1907489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1907497.375000 Penalty: 4923.142090
	Iteration 43Q: 3 clusters Score -1907497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1907508.125000 Penalty: 4923.142090
	Iteration 44Q: 3 clusters Score -1907508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1907515.250000 Penalty: 4923.142090
	Iteration 45Q: 3 clusters Score -1907515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1907515.375000 Penalty: 4923.142090
	Iteration 46Q: 3 clusters Score -1907515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1907518.875000 Penalty: 4923.142090
	Iteration 47Q: 3 clusters Score -1907519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1907522.750000 Penalty: 4923.142090
	Iteration 48Q: 3 clusters Score -1907523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1907529.250000 Penalty: 4923.142090
	Iteration 49Q: 3 clusters Score -1907529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1907531.625000 Penalty: 4923.142090
	Iteration 50Q: 3 clusters Score -1907532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1907535.250000 Penalty: 4923.142090
	Iteration 51Q: 3 clusters Score -1907535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1907542.375000 Penalty: 4923.142090
	Iteration 52Q: 3 clusters Score -1907542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1907546.125000 Penalty: 4923.142090
	Iteration 53Q: 3 clusters Score -1907546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1907546.500000 Penalty: 4923.142090
	Iteration 54Q: 3 clusters Score -1907546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1907549.000000 Penalty: 4923.142090
	Iteration 55Q: 3 clusters Score -1907549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1907552.000000 Penalty: 4923.142090
	Iteration 56Q: 3 clusters Score -1907552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1907552.250000 Penalty: 4923.142090
	Iteration 57Q: 3 clusters Score -1907552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1907553.625000 Penalty: 4923.142090
	Iteration 58Q: 3 clusters Score -1907554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1907556.875000 Penalty: 4923.142090
	Iteration 59Q: 3 clusters Score -1907557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1907556.250000 Penalty: 4923.142090
	Iteration 60F: 3 clusters Score -1907556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1907552.500000 Penalty: 4923.142090
	Iteration 61Q: 3 clusters Score -1907552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1907556.125000 Penalty: 4923.142090
	Iteration 62Q: 3 clusters Score -1907556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1907558.125000 Penalty: 4923.142090
	Iteration 63Q: 3 clusters Score -1907558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1907565.125000 Penalty: 4923.142090
	Iteration 64Q: 3 clusters Score -1907565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1907567.625000 Penalty: 4923.142090
	Iteration 65Q: 3 clusters Score -1907568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1907572.250000 Penalty: 4923.142090
	Iteration 66Q: 3 clusters Score -1907572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1907578.625000 Penalty: 4923.142090
	Iteration 67Q: 3 clusters Score -1907579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1907579.875000 Penalty: 4923.142090
	Iteration 68Q: 3 clusters Score -1907580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1907585.875000 Penalty: 4923.142090
	Iteration 69Q: 3 clusters Score -1907586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1907588.250000 Penalty: 4923.142090
	Iteration 70Q: 3 clusters Score -1907588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1907590.750000 Penalty: 4923.142090
	Iteration 71Q: 3 clusters Score -1907591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1907594.875000 Penalty: 4923.142090
	Iteration 72Q: 3 clusters Score -1907595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1907597.875000 Penalty: 4923.142090
	Iteration 73Q: 3 clusters Score -1907598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1907603.875000 Penalty: 4923.142090
	Iteration 74Q: 3 clusters Score -1907604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1907610.875000 Penalty: 4923.142090
	Iteration 75Q: 3 clusters Score -1907611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1907616.125000 Penalty: 4923.142090
	Iteration 76Q: 3 clusters Score -1907616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1907619.250000 Penalty: 4923.142090
	Iteration 77Q: 3 clusters Score -1907619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1907622.750000 Penalty: 4923.142090
	Iteration 78Q: 3 clusters Score -1907623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1907625.625000 Penalty: 4923.142090
	Iteration 79Q: 3 clusters Score -1907626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1907625.500000 Penalty: 4923.142090
	Iteration 80F: 3 clusters Score -1907626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1907632.500000 Penalty: 4923.142090
	Iteration 81Q: 3 clusters Score -1907632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1907633.000000 Penalty: 4923.142090
	Iteration 82Q: 3 clusters Score -1907633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1907639.000000 Penalty: 4923.142090
	Iteration 83Q: 3 clusters Score -1907639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1907642.250000 Penalty: 4923.142090
	Iteration 84Q: 3 clusters Score -1907642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1907644.750000 Penalty: 4923.142090
	Iteration 85Q: 3 clusters Score -1907645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1907648.750000 Penalty: 4923.142090
	Iteration 86Q: 3 clusters Score -1907649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1907652.875000 Penalty: 4923.142090
	Iteration 87Q: 3 clusters Score -1907653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1907657.875000 Penalty: 4923.142090
	Iteration 88Q: 3 clusters Score -1907658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1907664.750000 Penalty: 4923.142090
	Iteration 89Q: 3 clusters Score -1907665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1907667.625000 Penalty: 4923.142090
	Iteration 90Q: 3 clusters Score -1907668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1907670.000000 Penalty: 4923.142090
	Iteration 91Q: 3 clusters Score -1907670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1907670.750000 Penalty: 4923.142090
	Iteration 92Q: 3 clusters Score -1907671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1907670.500000 Penalty: 4923.142090
	Iteration 93Q: 3 clusters Score -1907670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1907672.250000 Penalty: 4923.142090
	Iteration 94Q: 3 clusters Score -1907672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1907673.125000 Penalty: 4923.142090
	Iteration 95Q: 3 clusters Score -1907673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1907674.875000 Penalty: 4923.142090
	Iteration 96Q: 3 clusters Score -1907675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1907675.375000 Penalty: 4923.142090
	Iteration 97Q: 3 clusters Score -1907675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1907676.500000 Penalty: 4923.142090
	Iteration 98Q: 3 clusters Score -1907676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1907676.500000 Penalty: 4923.142090
	Iteration 99F: 3 clusters Score -1907676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -971536.812500 Penalty: 2275.097656
	Iteration 0F: 2 clusters Score -971536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -964148.375000 Penalty: 4550.195312
	Iteration 0F: 3 clusters Score -964148.4 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -966213.750000 Penalty: 4550.195312
	Iteration 1F: 3 clusters Score -966213.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -966481.562500 Penalty: 4550.195312
	Iteration 2F: 3 clusters Score -966481.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -966670.875000 Penalty: 4550.195312
	Iteration 3Q: 3 clusters Score -966670.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -966818.750000 Penalty: 4550.195312
	Iteration 4Q: 3 clusters Score -966818.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -966949.687500 Penalty: 4550.195312
	Iteration 5Q: 3 clusters Score -966949.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -967053.000000 Penalty: 4550.195312
	Iteration 6Q: 3 clusters Score -967053 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -967150.625000 Penalty: 4550.195312
	Iteration 7Q: 3 clusters Score -967150.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -967260.437500 Penalty: 4550.195312
	Iteration 8Q: 3 clusters Score -967260.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -967368.500000 Penalty: 4550.195312
	Iteration 9Q: 3 clusters Score -967368.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -967498.375000 Penalty: 4550.195312
	Iteration 10Q: 3 clusters Score -967498.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -967634.812500 Penalty: 4550.195312
	Iteration 11Q: 3 clusters Score -967634.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -967778.437500 Penalty: 4550.195312
	Iteration 12Q: 3 clusters Score -967778.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -967931.750000 Penalty: 4550.195312
	Iteration 13Q: 3 clusters Score -967931.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -968077.687500 Penalty: 4550.195312
	Iteration 14Q: 3 clusters Score -968077.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -968224.875000 Penalty: 4550.195312
	Iteration 15Q: 3 clusters Score -968224.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -968365.500000 Penalty: 4550.195312
	Iteration 16Q: 3 clusters Score -968365.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -968520.875000 Penalty: 4550.195312
	Iteration 17Q: 3 clusters Score -968520.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -968663.625000 Penalty: 4550.195312
	Iteration 18Q: 3 clusters Score -968663.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -968778.437500 Penalty: 4550.195312
	Iteration 19Q: 3 clusters Score -968778.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -968868.437500 Penalty: 4550.195312
	Iteration 20F: 3 clusters Score -968868.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -968950.187500 Penalty: 4550.195312
	Iteration 21Q: 3 clusters Score -968950.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -969018.687500 Penalty: 4550.195312
	Iteration 22Q: 3 clusters Score -969018.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -969075.062500 Penalty: 4550.195312
	Iteration 23Q: 3 clusters Score -969075.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -969118.750000 Penalty: 4550.195312
	Iteration 24Q: 3 clusters Score -969118.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -969155.687500 Penalty: 4550.195312
	Iteration 25Q: 3 clusters Score -969155.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -969181.812500 Penalty: 4550.195312
	Iteration 26Q: 3 clusters Score -969181.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -969221.937500 Penalty: 4550.195312
	Iteration 27Q: 3 clusters Score -969221.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -969255.437500 Penalty: 4550.195312
	Iteration 28Q: 3 clusters Score -969255.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -969276.062500 Penalty: 4550.195312
	Iteration 29Q: 3 clusters Score -969276.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -969299.250000 Penalty: 4550.195312
	Iteration 30Q: 3 clusters Score -969299.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -969325.062500 Penalty: 4550.195312
	Iteration 31Q: 3 clusters Score -969325.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -969351.125000 Penalty: 4550.195312
	Iteration 32Q: 3 clusters Score -969351.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -969376.437500 Penalty: 4550.195312
	Iteration 33Q: 3 clusters Score -969376.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -969403.812500 Penalty: 4550.195312
	Iteration 34Q: 3 clusters Score -969403.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -969434.187500 Penalty: 4550.195312
	Iteration 35Q: 3 clusters Score -969434.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -969452.062500 Penalty: 4550.195312
	Iteration 36Q: 3 clusters Score -969452.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -969482.125000 Penalty: 4550.195312
	Iteration 37Q: 3 clusters Score -969482.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -969505.937500 Penalty: 4550.195312
	Iteration 38Q: 3 clusters Score -969505.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -969526.562500 Penalty: 4550.195312
	Iteration 39Q: 3 clusters Score -969526.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -969536.875000 Penalty: 4550.195312
	Iteration 40F: 3 clusters Score -969536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -969543.625000 Penalty: 4550.195312
	Iteration 41Q: 3 clusters Score -969543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -969545.437500 Penalty: 4550.195312
	Iteration 42Q: 3 clusters Score -969545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -969550.500000 Penalty: 4550.195312
	Iteration 43Q: 3 clusters Score -969550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -969550.875000 Penalty: 4550.195312
	Iteration 44Q: 3 clusters Score -969550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -969551.750000 Penalty: 4550.195312
	Iteration 45Q: 3 clusters Score -969551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -969552.500000 Penalty: 4550.195312
	Iteration 46Q: 3 clusters Score -969552.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -969552.312500 Penalty: 4550.195312
	Iteration 47Q: 3 clusters Score -969552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -969555.687500 Penalty: 4550.195312
	Iteration 48Q: 3 clusters Score -969555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -969560.375000 Penalty: 4550.195312
	Iteration 49Q: 3 clusters Score -969560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -969563.500000 Penalty: 4550.195312
	Iteration 50Q: 3 clusters Score -969563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -969565.687500 Penalty: 4550.195312
	Iteration 51Q: 3 clusters Score -969565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -969568.750000 Penalty: 4550.195312
	Iteration 52Q: 3 clusters Score -969568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -969570.375000 Penalty: 4550.195312
	Iteration 53Q: 3 clusters Score -969570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -969570.750000 Penalty: 4550.195312
	Iteration 54Q: 3 clusters Score -969570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -969572.875000 Penalty: 4550.195312
	Iteration 55Q: 3 clusters Score -969572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -969573.375000 Penalty: 4550.195312
	Iteration 56Q: 3 clusters Score -969573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -969575.625000 Penalty: 4550.195312
	Iteration 57Q: 3 clusters Score -969575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -969576.812500 Penalty: 4550.195312
	Iteration 58Q: 3 clusters Score -969576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -969581.000000 Penalty: 4550.195312
	Iteration 59Q: 3 clusters Score -969581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -969583.375000 Penalty: 4550.195312
	Iteration 60F: 3 clusters Score -969583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -969584.750000 Penalty: 4550.195312
	Iteration 61Q: 3 clusters Score -969584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -969585.687500 Penalty: 4550.195312
	Iteration 62Q: 3 clusters Score -969585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -969587.750000 Penalty: 4550.195312
	Iteration 63Q: 3 clusters Score -969587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -969589.812500 Penalty: 4550.195312
	Iteration 64Q: 3 clusters Score -969589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -969589.500000 Penalty: 4550.195312
	Iteration 65Q: 3 clusters Score -969589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -969589.500000 Penalty: 4550.195312
	Iteration 66F: 3 clusters Score -969589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -179457.453125 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -179457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -176908.843750 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -176908.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177331.421875 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -177331.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177437.187500 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -177437.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177498.359375 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -177498.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177544.312500 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -177544.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -177574.171875 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -177574.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177593.000000 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -177593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177614.609375 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -177614.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -177629.218750 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -177629.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -177649.500000 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -177649.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -177666.890625 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -177666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -177687.140625 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -177687.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -177701.828125 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -177701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177710.843750 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -177710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177719.265625 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -177719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177729.390625 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -177729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177734.546875 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -177734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177737.171875 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -177737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177740.578125 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -177740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177744.281250 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -177744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177745.453125 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -177745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1062229.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1054265.375000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1054265 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1056587.250000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1056587 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1056883.500000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1056884 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1057126.625000 Penalty: 4592.056152
	Iteration 3F: 3 clusters Score -1057127 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1057320.875000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -1057321 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1057502.750000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -1057503 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1057673.875000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1057674 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1057836.000000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1057836 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1057969.000000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1057969 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1058084.250000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1058084 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1058209.250000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1058209 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1058309.875000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1058310 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1058413.125000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1058413 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1058529.250000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1058529 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1058661.000000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1058661 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1058797.125000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1058797 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1058995.375000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1058995 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1059193.500000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1059194 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1059396.625000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1059397 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1059607.500000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1059608 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1059782.375000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1059782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1059918.875000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1059919 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1060012.000000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1060012 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1060100.500000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1060100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1060178.125000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1060178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1060232.250000 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -1060232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1060261.250000 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -1060261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1060283.250000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -1060283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1060296.625000 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -1060297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1060306.250000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -1060306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1060314.000000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -1060314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1060319.375000 Penalty: 4592.056152
	Iteration 31Q: 3 clusters Score -1060319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1060327.500000 Penalty: 4592.056152
	Iteration 32Q: 3 clusters Score -1060328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1060332.000000 Penalty: 4592.056152
	Iteration 33Q: 3 clusters Score -1060332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1060338.750000 Penalty: 4592.056152
	Iteration 34Q: 3 clusters Score -1060339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1060338.125000 Penalty: 4592.056152
	Iteration 35Q: 3 clusters Score -1060338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1060338.250000 Penalty: 4592.056152
	Iteration 36Q: 3 clusters Score -1060338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1060337.875000 Penalty: 4592.056152
	Iteration 37Q: 3 clusters Score -1060338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1060337.875000 Penalty: 4592.056152
	Iteration 38F: 3 clusters Score -1060338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Entering Unmasked Estep 
Score: -3147827.500000 Penalty: 2577.430664
	Iteration 0F: 2 clusters Score -3147828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3125653.750000 Penalty: 5154.861328
	Iteration 0F: 3 clusters Score -3125654 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3133768.250000 Penalty: 5154.861328
	Iteration 1F: 3 clusters Score -3133768 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3134335.500000 Penalty: 5154.861328
	Iteration 2Q: 3 clusters Score -3134336 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3134955.500000 Penalty: 5154.861328
	Iteration 3Q: 3 clusters Score -3134956 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3135656.250000 Penalty: 5154.861328
	Iteration 4Q: 3 clusters Score -3135656 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3136409.250000 Penalty: 5154.861328
	Iteration 5F: 3 clusters Score -3136409 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3137239.750000 Penalty: 5154.861328
	Iteration 6F: 3 clusters Score -3137240 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3138185.250000 Penalty: 5154.861328
	Iteration 7F: 3 clusters Score -3138185 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3139171.750000 Penalty: 5154.861328
	Iteration 8F: 3 clusters Score -3139172 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3140120.750000 Penalty: 5154.861328
	Iteration 9Q: 3 clusters Score -3140121 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3141042.000000 Penalty: 5154.861328
	Iteration 10Q: 3 clusters Score -3141042 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3141822.500000 Penalty: 5154.861328
	Iteration 11Q: 3 clusters Score -3141822 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3142554.000000 Penalty: 5154.861328
	Iteration 12Q: 3 clusters Score -3142554 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3143179.000000 Penalty: 5154.861328
	Iteration 13Q: 3 clusters Score -3143179 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3143706.000000 Penalty: 5154.861328
	Iteration 14Q: 3 clusters Score -3143706 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3144102.000000 Penalty: 5154.861328
	Iteration 15Q: 3 clusters Score -3144102 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3144414.250000 Penalty: 5154.861328
	Iteration 16Q: 3 clusters Score -3144414 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3144651.750000 Penalty: 5154.861328
	Iteration 17Q: 3 clusters Score -3144652 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3144884.500000 Penalty: 5154.861328
	Iteration 18Q: 3 clusters Score -3144884 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3145032.250000 Penalty: 5154.861328
	Iteration 19Q: 3 clusters Score -3145032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3145143.500000 Penalty: 5154.861328
	Iteration 20F: 3 clusters Score -3145144 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3145243.500000 Penalty: 5154.861328
	Iteration 21Q: 3 clusters Score -3145244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3145328.500000 Penalty: 5154.861328
	Iteration 22Q: 3 clusters Score -3145328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3145385.250000 Penalty: 5154.861328
	Iteration 23Q: 3 clusters Score -3145385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3145426.000000 Penalty: 5154.861328
	Iteration 24Q: 3 clusters Score -3145426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3145461.500000 Penalty: 5154.861328
	Iteration 25Q: 3 clusters Score -3145462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3145494.250000 Penalty: 5154.861328
	Iteration 26Q: 3 clusters Score -3145494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3145511.750000 Penalty: 5154.861328
	Iteration 27Q: 3 clusters Score -3145512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3145538.250000 Penalty: 5154.861328
	Iteration 28Q: 3 clusters Score -3145538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3145566.750000 Penalty: 5154.861328
	Iteration 29Q: 3 clusters Score -3145567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3145592.250000 Penalty: 5154.861328
	Iteration 30Q: 3 clusters Score -3145592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3145612.750000 Penalty: 5154.861328
	Iteration 31Q: 3 clusters Score -3145613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3145623.750000 Penalty: 5154.861328
	Iteration 32Q: 3 clusters Score -3145624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3145639.250000 Penalty: 5154.861328
	Iteration 33Q: 3 clusters Score -3145639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3145648.250000 Penalty: 5154.861328
	Iteration 34Q: 3 clusters Score -3145648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3145649.250000 Penalty: 5154.861328
	Iteration 35Q: 3 clusters Score -3145649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3145654.500000 Penalty: 5154.861328
	Iteration 36Q: 3 clusters Score -3145654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3145666.500000 Penalty: 5154.861328
	Iteration 37Q: 3 clusters Score -3145666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3145682.250000 Penalty: 5154.861328
	Iteration 38Q: 3 clusters Score -3145682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3145697.500000 Penalty: 5154.861328
	Iteration 39Q: 3 clusters Score -3145698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3145712.750000 Penalty: 5154.861328
	Iteration 40F: 3 clusters Score -3145713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3145722.500000 Penalty: 5154.861328
	Iteration 41Q: 3 clusters Score -3145722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3145728.250000 Penalty: 5154.861328
	Iteration 42Q: 3 clusters Score -3145728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3145739.000000 Penalty: 5154.861328
	Iteration 43Q: 3 clusters Score -3145739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3145739.250000 Penalty: 5154.861328
	Iteration 44Q: 3 clusters Score -3145739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3145744.750000 Penalty: 5154.861328
	Iteration 45Q: 3 clusters Score -3145745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3145744.000000 Penalty: 5154.861328
	Iteration 46Q: 3 clusters Score -3145744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3145744.500000 Penalty: 5154.861328
	Iteration 47Q: 3 clusters Score -3145744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -3145749.250000 Penalty: 5154.861328
	Iteration 48Q: 3 clusters Score -3145749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3145758.000000 Penalty: 5154.861328
	Iteration 49Q: 3 clusters Score -3145758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3145759.750000 Penalty: 5154.861328
	Iteration 50Q: 3 clusters Score -3145760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3145760.250000 Penalty: 5154.861328
	Iteration 51Q: 3 clusters Score -3145760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3145761.000000 Penalty: 5154.861328
	Iteration 52Q: 3 clusters Score -3145761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3145764.750000 Penalty: 5154.861328
	Iteration 53Q: 3 clusters Score -3145765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -3145767.250000 Penalty: 5154.861328
	Iteration 54Q: 3 clusters Score -3145767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3145766.000000 Penalty: 5154.861328
	Iteration 55Q: 3 clusters Score -3145766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3145766.250000 Penalty: 5154.861328
	Iteration 56Q: 3 clusters Score -3145766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3145765.750000 Penalty: 5154.861328
	Iteration 57Q: 3 clusters Score -3145766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3145771.000000 Penalty: 5154.861328
	Iteration 58Q: 3 clusters Score -3145771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3145770.000000 Penalty: 5154.861328
	Iteration 59Q: 3 clusters Score -3145770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3145770.000000 Penalty: 5154.861328
	Iteration 60F: 3 clusters Score -3145770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -274075.562500 Penalty: 1977.342529
	Iteration 0F: 2 clusters Score -274075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -270924.843750 Penalty: 3954.685059
	Iteration 0F: 3 clusters Score -270924.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -271530.093750 Penalty: 3954.685059
	Iteration 1F: 3 clusters Score -271530.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -271688.500000 Penalty: 3954.685059
	Iteration 2F: 3 clusters Score -271688.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -271792.125000 Penalty: 3954.685059
	Iteration 3Q: 3 clusters Score -271792.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -271838.000000 Penalty: 3954.685059
	Iteration 4Q: 3 clusters Score -271838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -271867.125000 Penalty: 3954.685059
	Iteration 5Q: 3 clusters Score -271867.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -271888.500000 Penalty: 3954.685059
	Iteration 6Q: 3 clusters Score -271888.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -271909.562500 Penalty: 3954.685059
	Iteration 7Q: 3 clusters Score -271909.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -271921.906250 Penalty: 3954.685059
	Iteration 8Q: 3 clusters Score -271921.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -271932.312500 Penalty: 3954.685059
	Iteration 9Q: 3 clusters Score -271932.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -271940.937500 Penalty: 3954.685059
	Iteration 10Q: 3 clusters Score -271940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -271945.781250 Penalty: 3954.685059
	Iteration 11Q: 3 clusters Score -271945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -271949.000000 Penalty: 3954.685059
	Iteration 12Q: 3 clusters Score -271949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -271951.406250 Penalty: 3954.685059
	Iteration 13Q: 3 clusters Score -271951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -271953.718750 Penalty: 3954.685059
	Iteration 14Q: 3 clusters Score -271953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -271955.437500 Penalty: 3954.685059
	Iteration 15Q: 3 clusters Score -271955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -271956.843750 Penalty: 3954.685059
	Iteration 16Q: 3 clusters Score -271956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -271957.000000 Penalty: 3954.685059
	Iteration 17Q: 3 clusters Score -271957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -271958.468750 Penalty: 3954.685059
	Iteration 18Q: 3 clusters Score -271958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -271959.375000 Penalty: 3954.685059
	Iteration 19Q: 3 clusters Score -271959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -271959.000000 Penalty: 3954.685059
	Iteration 20F: 3 clusters Score -271959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -339417.625000 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -339417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -335829.593750 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -335829.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -336613.906250 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -336613.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -336816.875000 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -336816.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336953.687500 Penalty: 4054.652588
	Iteration 3Q: 3 clusters Score -336953.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -337053.937500 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -337053.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -337152.156250 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -337152.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -337240.937500 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -337240.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -337333.156250 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -337333.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -337419.843750 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -337419.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -337505.656250 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -337505.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -337578.843750 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -337578.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -337658.250000 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -337658.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -337721.812500 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -337721.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -337787.250000 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -337787.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337828.875000 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -337828.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -337863.156250 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -337863.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -337887.000000 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -337887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -337905.281250 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -337905.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337921.218750 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -337921.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -337938.218750 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -337938.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -337955.406250 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -337955.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -337968.156250 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -337968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -337974.500000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -337974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -337980.343750 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -337980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -337984.718750 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -337984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -337988.593750 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -337988.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -337991.531250 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -337991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -337992.312500 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -337992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -337992.312500 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -337992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -337992.312500 Penalty: 4054.652588
	Iteration 29F: 3 clusters Score -337992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -280185.531250 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -280185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -276953.250000 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -276953.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -277648.375000 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -277648.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -277870.718750 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -277870.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -278041.718750 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -278041.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -278194.093750 Penalty: 3977.238037
	Iteration 4F: 3 clusters Score -278194.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -278292.406250 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -278292.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -278380.156250 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -278380.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -278456.593750 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -278456.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -278527.156250 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -278527.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -278574.531250 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -278574.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -278605.093750 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -278605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -278627.875000 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -278627.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -278644.500000 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -278644.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -278663.531250 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -278663.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -278674.062500 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -278674.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -278687.812500 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -278687.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -278706.593750 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -278706.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -278722.781250 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -278722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -278730.000000 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -278730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -278735.312500 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -278735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -278742.500000 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -278742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -278749.093750 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -278749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -278753.750000 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -278753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -278756.031250 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -278756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -278761.687500 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -278761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -278763.125000 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -278763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -278764.781250 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -278764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -278764.781250 Penalty: 3977.238037
	Iteration 27F: 3 clusters Score -278764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Entering Unmasked Estep 
Score: -708098.062500 Penalty: 2209.356201
	Iteration 0F: 2 clusters Score -708098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -702096.875000 Penalty: 4418.712402
	Iteration 0F: 3 clusters Score -702096.9 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -703680.000000 Penalty: 4418.712402
	Iteration 1F: 3 clusters Score -703680 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -704034.250000 Penalty: 4418.712402
	Iteration 2F: 3 clusters Score -704034.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -704336.812500 Penalty: 4418.712402
	Iteration 3F: 3 clusters Score -704336.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -704609.312500 Penalty: 4418.712402
	Iteration 4F: 3 clusters Score -704609.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -704890.625000 Penalty: 4418.712402
	Iteration 5Q: 3 clusters Score -704890.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -705198.562500 Penalty: 4418.712402
	Iteration 6F: 3 clusters Score -705198.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -705520.500000 Penalty: 4418.712402
	Iteration 7F: 3 clusters Score -705520.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -705793.625000 Penalty: 4418.712402
	Iteration 8Q: 3 clusters Score -705793.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -706082.750000 Penalty: 4418.712402
	Iteration 9Q: 3 clusters Score -706082.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -706316.187500 Penalty: 4418.712402
	Iteration 10Q: 3 clusters Score -706316.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -706519.125000 Penalty: 4418.712402
	Iteration 11Q: 3 clusters Score -706519.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -706655.937500 Penalty: 4418.712402
	Iteration 12Q: 3 clusters Score -706655.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -706758.687500 Penalty: 4418.712402
	Iteration 13Q: 3 clusters Score -706758.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -706850.187500 Penalty: 4418.712402
	Iteration 14Q: 3 clusters Score -706850.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -706909.375000 Penalty: 4418.712402
	Iteration 15Q: 3 clusters Score -706909.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -706942.937500 Penalty: 4418.712402
	Iteration 16Q: 3 clusters Score -706942.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -706956.812500 Penalty: 4418.712402
	Iteration 17Q: 3 clusters Score -706956.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -706970.062500 Penalty: 4418.712402
	Iteration 18Q: 3 clusters Score -706970.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -706980.187500 Penalty: 4418.712402
	Iteration 19Q: 3 clusters Score -706980.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -706987.187500 Penalty: 4418.712402
	Iteration 20F: 3 clusters Score -706987.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -706995.125000 Penalty: 4418.712402
	Iteration 21Q: 3 clusters Score -706995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -707000.312500 Penalty: 4418.712402
	Iteration 22Q: 3 clusters Score -707000.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -707006.375000 Penalty: 4418.712402
	Iteration 23Q: 3 clusters Score -707006.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -707011.562500 Penalty: 4418.712402
	Iteration 24Q: 3 clusters Score -707011.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -707024.437500 Penalty: 4418.712402
	Iteration 25Q: 3 clusters Score -707024.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -707039.937500 Penalty: 4418.712402
	Iteration 26Q: 3 clusters Score -707039.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -707059.500000 Penalty: 4418.712402
	Iteration 27Q: 3 clusters Score -707059.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -707076.875000 Penalty: 4418.712402
	Iteration 28Q: 3 clusters Score -707076.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -707105.125000 Penalty: 4418.712402
	Iteration 29Q: 3 clusters Score -707105.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -707122.937500 Penalty: 4418.712402
	Iteration 30Q: 3 clusters Score -707122.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -707146.750000 Penalty: 4418.712402
	Iteration 31Q: 3 clusters Score -707146.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -707179.875000 Penalty: 4418.712402
	Iteration 32Q: 3 clusters Score -707179.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -707210.687500 Penalty: 4418.712402
	Iteration 33Q: 3 clusters Score -707210.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -707235.250000 Penalty: 4418.712402
	Iteration 34Q: 3 clusters Score -707235.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -707254.312500 Penalty: 4418.712402
	Iteration 35Q: 3 clusters Score -707254.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -707260.750000 Penalty: 4418.712402
	Iteration 36Q: 3 clusters Score -707260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -707268.375000 Penalty: 4418.712402
	Iteration 37Q: 3 clusters Score -707268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -707273.062500 Penalty: 4418.712402
	Iteration 38Q: 3 clusters Score -707273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -707276.125000 Penalty: 4418.712402
	Iteration 39Q: 3 clusters Score -707276.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -707282.500000 Penalty: 4418.712402
	Iteration 40F: 3 clusters Score -707282.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -707288.312500 Penalty: 4418.712402
	Iteration 41Q: 3 clusters Score -707288.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -707291.312500 Penalty: 4418.712402
	Iteration 42Q: 3 clusters Score -707291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -707292.687500 Penalty: 4418.712402
	Iteration 43Q: 3 clusters Score -707292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -707293.250000 Penalty: 4418.712402
	Iteration 44Q: 3 clusters Score -707293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -707293.875000 Penalty: 4418.712402
	Iteration 45Q: 3 clusters Score -707293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -707293.375000 Penalty: 4418.712402
	Iteration 46Q: 3 clusters Score -707293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -707293.187500 Penalty: 4418.712402
	Iteration 47Q: 3 clusters Score -707293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -707294.187500 Penalty: 4418.712402
	Iteration 48Q: 3 clusters Score -707294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -707295.062500 Penalty: 4418.712402
	Iteration 49Q: 3 clusters Score -707295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -707295.125000 Penalty: 4418.712402
	Iteration 50Q: 3 clusters Score -707295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -707296.750000 Penalty: 4418.712402
	Iteration 51Q: 3 clusters Score -707296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -707296.750000 Penalty: 4418.712402
	Iteration 52F: 3 clusters Score -707296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Entering Unmasked Estep 
Score: -3303892.750000 Penalty: 2583.971680
	Iteration 0F: 2 clusters Score -3303893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3281036.750000 Penalty: 5167.943359
	Iteration 0F: 3 clusters Score -3281037 nChanged 15179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3289364.250000 Penalty: 5167.943359
	Iteration 1F: 3 clusters Score -3289364 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3289875.750000 Penalty: 5167.943359
	Iteration 2Q: 3 clusters Score -3289876 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3290402.000000 Penalty: 5167.943359
	Iteration 3Q: 3 clusters Score -3290402 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3290992.250000 Penalty: 5167.943359
	Iteration 4Q: 3 clusters Score -3290992 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3291789.250000 Penalty: 5167.943359
	Iteration 5Q: 3 clusters Score -3291789 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3292839.500000 Penalty: 5167.943359
	Iteration 6F: 3 clusters Score -3292840 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3294336.000000 Penalty: 5167.943359
	Iteration 7F: 3 clusters Score -3294336 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3296289.500000 Penalty: 5167.943359
	Iteration 8F: 3 clusters Score -3296290 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3298265.000000 Penalty: 5167.943359
	Iteration 9F: 3 clusters Score -3298265 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3299765.250000 Penalty: 5167.943359
	Iteration 10Q: 3 clusters Score -3299765 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3300672.750000 Penalty: 5167.943359
	Iteration 11Q: 3 clusters Score -3300673 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3301193.500000 Penalty: 5167.943359
	Iteration 12Q: 3 clusters Score -3301194 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3301421.000000 Penalty: 5167.943359
	Iteration 13Q: 3 clusters Score -3301421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3301520.750000 Penalty: 5167.943359
	Iteration 14Q: 3 clusters Score -3301521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3301572.250000 Penalty: 5167.943359
	Iteration 15Q: 3 clusters Score -3301572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3301611.250000 Penalty: 5167.943359
	Iteration 16Q: 3 clusters Score -3301611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3301636.500000 Penalty: 5167.943359
	Iteration 17Q: 3 clusters Score -3301636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3301649.250000 Penalty: 5167.943359
	Iteration 18Q: 3 clusters Score -3301649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3301657.500000 Penalty: 5167.943359
	Iteration 19Q: 3 clusters Score -3301658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3301663.500000 Penalty: 5167.943359
	Iteration 20F: 3 clusters Score -3301664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3301674.250000 Penalty: 5167.943359
	Iteration 21Q: 3 clusters Score -3301674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3301677.250000 Penalty: 5167.943359
	Iteration 22Q: 3 clusters Score -3301677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3301679.250000 Penalty: 5167.943359
	Iteration 23Q: 3 clusters Score -3301679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3301680.500000 Penalty: 5167.943359
	Iteration 24Q: 3 clusters Score -3301680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3301683.500000 Penalty: 5167.943359
	Iteration 25Q: 3 clusters Score -3301684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3301688.000000 Penalty: 5167.943359
	Iteration 26Q: 3 clusters Score -3301688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3301693.000000 Penalty: 5167.943359
	Iteration 27Q: 3 clusters Score -3301693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3301698.750000 Penalty: 5167.943359
	Iteration 28Q: 3 clusters Score -3301699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3301704.500000 Penalty: 5167.943359
	Iteration 29Q: 3 clusters Score -3301704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3301704.750000 Penalty: 5167.943359
	Iteration 30Q: 3 clusters Score -3301705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3301707.750000 Penalty: 5167.943359
	Iteration 31Q: 3 clusters Score -3301708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3301712.500000 Penalty: 5167.943359
	Iteration 32Q: 3 clusters Score -3301712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3301712.750000 Penalty: 5167.943359
	Iteration 33Q: 3 clusters Score -3301713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3301720.500000 Penalty: 5167.943359
	Iteration 34Q: 3 clusters Score -3301720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3301727.250000 Penalty: 5167.943359
	Iteration 35Q: 3 clusters Score -3301727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3301725.500000 Penalty: 5167.943359
	Iteration 36Q: 3 clusters Score -3301726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3301725.750000 Penalty: 5167.943359
	Iteration 37Q: 3 clusters Score -3301726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3301725.750000 Penalty: 5167.943359
	Iteration 38F: 3 clusters Score -3301726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -75164.695312 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -75164.7 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 418 members 
Entering Unmasked Estep 
Score: -73397.664062 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -73397.66 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73681.625000 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -73681.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73779.062500 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -73779.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73836.820312 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -73836.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73884.023438 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -73884.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73926.617188 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -73926.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -73970.585938 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -73970.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74033.296875 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -74033.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74090.531250 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -74090.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -74145.781250 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -74145.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74182.289062 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -74182.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74216.648438 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -74216.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74241.867188 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -74241.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74264.484375 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -74264.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74290.625000 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -74290.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -74311.617188 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -74311.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74332.554688 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -74332.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -74342.757812 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -74342.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74356.734375 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -74356.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74373.562500 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -74373.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -74401.484375 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -74401.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -74443.906250 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -74443.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74561.523438 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -74561.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -74640.460938 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -74640.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -74762.070312 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -74762.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74811.617188 Penalty: 3356.602051
	Iteration 25Q: 3 clusters Score -74811.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -74836.445312 Penalty: 3356.602051
	Iteration 26Q: 3 clusters Score -74836.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -74850.289062 Penalty: 3356.602051
	Iteration 27Q: 3 clusters Score -74850.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74859.500000 Penalty: 3356.602051
	Iteration 28Q: 3 clusters Score -74859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -74881.101562 Penalty: 3356.602051
	Iteration 29Q: 3 clusters Score -74881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -74902.664062 Penalty: 3356.602051
	Iteration 30Q: 3 clusters Score -74902.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74916.648438 Penalty: 3356.602051
	Iteration 31Q: 3 clusters Score -74916.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -74926.312500 Penalty: 3356.602051
	Iteration 32Q: 3 clusters Score -74926.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -74939.648438 Penalty: 3356.602051
	Iteration 33F: 3 clusters Score -74939.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74970.492188 Penalty: 3356.602051
	Iteration 34Q: 3 clusters Score -74970.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74970.492188 Penalty: 3356.602051
	Iteration 35F: 3 clusters Score -74970.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -745824.375000 Penalty: 2259.491211
	Iteration 0F: 2 clusters Score -745824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -738758.437500 Penalty: 4518.982422
	Iteration 0F: 3 clusters Score -738758.4 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -740948.750000 Penalty: 4518.982422
	Iteration 1F: 3 clusters Score -740948.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -741471.437500 Penalty: 4518.982422
	Iteration 2F: 3 clusters Score -741471.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -741940.625000 Penalty: 4518.982422
	Iteration 3F: 3 clusters Score -741940.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -742339.375000 Penalty: 4518.982422
	Iteration 4F: 3 clusters Score -742339.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -742693.687500 Penalty: 4518.982422
	Iteration 5F: 3 clusters Score -742693.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -743024.562500 Penalty: 4518.982422
	Iteration 6F: 3 clusters Score -743024.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -743334.562500 Penalty: 4518.982422
	Iteration 7Q: 3 clusters Score -743334.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -743633.937500 Penalty: 4518.982422
	Iteration 8Q: 3 clusters Score -743633.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -743947.812500 Penalty: 4518.982422
	Iteration 9Q: 3 clusters Score -743947.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -744316.875000 Penalty: 4518.982422
	Iteration 10Q: 3 clusters Score -744316.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -744506.187500 Penalty: 4518.982422
	Iteration 11Q: 3 clusters Score -744506.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -744622.437500 Penalty: 4518.982422
	Iteration 12Q: 3 clusters Score -744622.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -744700.500000 Penalty: 4518.982422
	Iteration 13Q: 3 clusters Score -744700.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -744754.000000 Penalty: 4518.982422
	Iteration 14Q: 3 clusters Score -744754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -744783.937500 Penalty: 4518.982422
	Iteration 15Q: 3 clusters Score -744783.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -744816.875000 Penalty: 4518.982422
	Iteration 16Q: 3 clusters Score -744816.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -744845.437500 Penalty: 4518.982422
	Iteration 17Q: 3 clusters Score -744845.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -744866.187500 Penalty: 4518.982422
	Iteration 18Q: 3 clusters Score -744866.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -744882.562500 Penalty: 4518.982422
	Iteration 19Q: 3 clusters Score -744882.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -744900.187500 Penalty: 4518.982422
	Iteration 20F: 3 clusters Score -744900.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -744919.750000 Penalty: 4518.982422
	Iteration 21Q: 3 clusters Score -744919.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -744933.687500 Penalty: 4518.982422
	Iteration 22Q: 3 clusters Score -744933.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -744949.625000 Penalty: 4518.982422
	Iteration 23Q: 3 clusters Score -744949.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -744962.250000 Penalty: 4518.982422
	Iteration 24Q: 3 clusters Score -744962.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -744980.187500 Penalty: 4518.982422
	Iteration 25Q: 3 clusters Score -744980.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -744991.750000 Penalty: 4518.982422
	Iteration 26Q: 3 clusters Score -744991.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -745009.437500 Penalty: 4518.982422
	Iteration 27Q: 3 clusters Score -745009.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -745023.125000 Penalty: 4518.982422
	Iteration 28Q: 3 clusters Score -745023.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -745030.000000 Penalty: 4518.982422
	Iteration 29Q: 3 clusters Score -745030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -745043.562500 Penalty: 4518.982422
	Iteration 30Q: 3 clusters Score -745043.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -745056.875000 Penalty: 4518.982422
	Iteration 31Q: 3 clusters Score -745056.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -745072.812500 Penalty: 4518.982422
	Iteration 32Q: 3 clusters Score -745072.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -745081.812500 Penalty: 4518.982422
	Iteration 33Q: 3 clusters Score -745081.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -745088.500000 Penalty: 4518.982422
	Iteration 34Q: 3 clusters Score -745088.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -745094.750000 Penalty: 4518.982422
	Iteration 35Q: 3 clusters Score -745094.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -745098.250000 Penalty: 4518.982422
	Iteration 36Q: 3 clusters Score -745098.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -745108.187500 Penalty: 4518.982422
	Iteration 37Q: 3 clusters Score -745108.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -745115.937500 Penalty: 4518.982422
	Iteration 38Q: 3 clusters Score -745115.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -745122.625000 Penalty: 4518.982422
	Iteration 39Q: 3 clusters Score -745122.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -745130.500000 Penalty: 4518.982422
	Iteration 40F: 3 clusters Score -745130.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -745138.687500 Penalty: 4518.982422
	Iteration 41Q: 3 clusters Score -745138.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -745144.187500 Penalty: 4518.982422
	Iteration 42Q: 3 clusters Score -745144.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -745149.312500 Penalty: 4518.982422
	Iteration 43Q: 3 clusters Score -745149.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -745154.125000 Penalty: 4518.982422
	Iteration 44Q: 3 clusters Score -745154.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -745159.125000 Penalty: 4518.982422
	Iteration 45Q: 3 clusters Score -745159.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -745162.187500 Penalty: 4518.982422
	Iteration 46Q: 3 clusters Score -745162.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -745166.562500 Penalty: 4518.982422
	Iteration 47Q: 3 clusters Score -745166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -745167.937500 Penalty: 4518.982422
	Iteration 48Q: 3 clusters Score -745167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -745169.500000 Penalty: 4518.982422
	Iteration 49Q: 3 clusters Score -745169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -745168.687500 Penalty: 4518.982422
	Iteration 50Q: 3 clusters Score -745168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -745169.625000 Penalty: 4518.982422
	Iteration 51Q: 3 clusters Score -745169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -745167.812500 Penalty: 4518.982422
	Iteration 52Q: 3 clusters Score -745167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -745169.500000 Penalty: 4518.982422
	Iteration 53Q: 3 clusters Score -745169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -745169.375000 Penalty: 4518.982422
	Iteration 54Q: 3 clusters Score -745169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -745169.375000 Penalty: 4518.982422
	Iteration 55F: 3 clusters Score -745169.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Entering Unmasked Estep 
Score: -3573396.750000 Penalty: 2606.239990
	Iteration 0F: 2 clusters Score -3573397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3548286.750000 Penalty: 5212.479980
	Iteration 0F: 3 clusters Score -3548287 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3557841.500000 Penalty: 5212.479980
	Iteration 1F: 3 clusters Score -3557842 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3558545.500000 Penalty: 5212.479980
	Iteration 2F: 3 clusters Score -3558546 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3559449.750000 Penalty: 5212.479980
	Iteration 3F: 3 clusters Score -3559450 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3560537.500000 Penalty: 5212.479980
	Iteration 4F: 3 clusters Score -3560538 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3561925.000000 Penalty: 5212.479980
	Iteration 5F: 3 clusters Score -3561925 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3563556.750000 Penalty: 5212.479980
	Iteration 6F: 3 clusters Score -3563557 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3565369.250000 Penalty: 5212.479980
	Iteration 7F: 3 clusters Score -3565369 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3567135.750000 Penalty: 5212.479980
	Iteration 8F: 3 clusters Score -3567136 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3568784.500000 Penalty: 5212.479980
	Iteration 9F: 3 clusters Score -3568784 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3570062.250000 Penalty: 5212.479980
	Iteration 10Q: 3 clusters Score -3570062 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3570914.250000 Penalty: 5212.479980
	Iteration 11Q: 3 clusters Score -3570914 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3571427.750000 Penalty: 5212.479980
	Iteration 12Q: 3 clusters Score -3571428 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3571689.250000 Penalty: 5212.479980
	Iteration 13Q: 3 clusters Score -3571689 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3571827.250000 Penalty: 5212.479980
	Iteration 14Q: 3 clusters Score -3571827 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3571916.500000 Penalty: 5212.479980
	Iteration 15Q: 3 clusters Score -3571916 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3571950.000000 Penalty: 5212.479980
	Iteration 16Q: 3 clusters Score -3571950 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3571979.000000 Penalty: 5212.479980
	Iteration 17Q: 3 clusters Score -3571979 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3572000.750000 Penalty: 5212.479980
	Iteration 18Q: 3 clusters Score -3572001 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3572022.500000 Penalty: 5212.479980
	Iteration 19Q: 3 clusters Score -3572022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3572038.750000 Penalty: 5212.479980
	Iteration 20F: 3 clusters Score -3572039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3572044.250000 Penalty: 5212.479980
	Iteration 21Q: 3 clusters Score -3572044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3572044.500000 Penalty: 5212.479980
	Iteration 22Q: 3 clusters Score -3572044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3572045.750000 Penalty: 5212.479980
	Iteration 23Q: 3 clusters Score -3572046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3572049.750000 Penalty: 5212.479980
	Iteration 24Q: 3 clusters Score -3572050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3572049.250000 Penalty: 5212.479980
	Iteration 25Q: 3 clusters Score -3572049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3572058.000000 Penalty: 5212.479980
	Iteration 26Q: 3 clusters Score -3572058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3572069.000000 Penalty: 5212.479980
	Iteration 27Q: 3 clusters Score -3572069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3572058.750000 Penalty: 5212.479980
	Iteration 28Q: 3 clusters Score -3572059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3572055.000000 Penalty: 5212.479980
	Iteration 29Q: 3 clusters Score -3572055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3572065.250000 Penalty: 5212.479980
	Iteration 30Q: 3 clusters Score -3572065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3572063.500000 Penalty: 5212.479980
	Iteration 31Q: 3 clusters Score -3572064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3572067.000000 Penalty: 5212.479980
	Iteration 32Q: 3 clusters Score -3572067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3572065.000000 Penalty: 5212.479980
	Iteration 33Q: 3 clusters Score -3572065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3572063.000000 Penalty: 5212.479980
	Iteration 34Q: 3 clusters Score -3572063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3572059.000000 Penalty: 5212.479980
	Iteration 35Q: 3 clusters Score -3572059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3572066.000000 Penalty: 5212.479980
	Iteration 36Q: 3 clusters Score -3572066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3572065.500000 Penalty: 5212.479980
	Iteration 37Q: 3 clusters Score -3572066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3572067.500000 Penalty: 5212.479980
	Iteration 38Q: 3 clusters Score -3572068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3572064.750000 Penalty: 5212.479980
	Iteration 39Q: 3 clusters Score -3572065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3572059.000000 Penalty: 5212.479980
	Iteration 40F: 3 clusters Score -3572059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3572059.250000 Penalty: 5212.479980
	Iteration 41Q: 3 clusters Score -3572059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3572057.750000 Penalty: 5212.479980
	Iteration 42Q: 3 clusters Score -3572058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3572056.250000 Penalty: 5212.479980
	Iteration 43Q: 3 clusters Score -3572056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3572059.500000 Penalty: 5212.479980
	Iteration 44Q: 3 clusters Score -3572060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3572060.250000 Penalty: 5212.479980
	Iteration 45Q: 3 clusters Score -3572060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3572059.500000 Penalty: 5212.479980
	Iteration 46Q: 3 clusters Score -3572060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3572053.750000 Penalty: 5212.479980
	Iteration 47Q: 3 clusters Score -3572054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3572062.000000 Penalty: 5212.479980
	Iteration 48Q: 3 clusters Score -3572062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3572056.250000 Penalty: 5212.479980
	Iteration 49Q: 3 clusters Score -3572056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3572056.750000 Penalty: 5212.479980
	Iteration 50Q: 3 clusters Score -3572057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3572059.500000 Penalty: 5212.479980
	Iteration 51Q: 3 clusters Score -3572060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3572059.750000 Penalty: 5212.479980
	Iteration 52Q: 3 clusters Score -3572060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3572059.250000 Penalty: 5212.479980
	Iteration 53Q: 3 clusters Score -3572059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3572058.000000 Penalty: 5212.479980
	Iteration 54Q: 3 clusters Score -3572058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3572058.000000 Penalty: 5212.479980
	Iteration 55F: 3 clusters Score -3572058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (91782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Entering Unmasked Estep 
Score: -8947547.000000 Penalty: 2833.938477
	Iteration 0F: 2 clusters Score -8947547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8886085.000000 Penalty: 5667.876953
	Iteration 0F: 3 clusters Score -8886085 nChanged 43386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -8911115.000000 Penalty: 5667.876953
	Iteration 1F: 3 clusters Score -8911115 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -8912018.000000 Penalty: 5667.876953
	Iteration 2Q: 3 clusters Score -8912018 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -8913411.000000 Penalty: 5667.876953
	Iteration 3Q: 3 clusters Score -8913411 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -8915646.000000 Penalty: 5667.876953
	Iteration 4F: 3 clusters Score -8915646 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -8919392.000000 Penalty: 5667.876953
	Iteration 5F: 3 clusters Score -8919392 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -8925381.000000 Penalty: 5667.876953
	Iteration 6F: 3 clusters Score -8925381 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -8933074.000000 Penalty: 5667.876953
	Iteration 7F: 3 clusters Score -8933074 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -8939741.000000 Penalty: 5667.876953
	Iteration 8F: 3 clusters Score -8939741 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -8943368.000000 Penalty: 5667.876953
	Iteration 9Q: 3 clusters Score -8943368 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -8944555.000000 Penalty: 5667.876953
	Iteration 10Q: 3 clusters Score -8944555 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -8945007.000000 Penalty: 5667.876953
	Iteration 11Q: 3 clusters Score -8945007 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -8945166.000000 Penalty: 5667.876953
	Iteration 12Q: 3 clusters Score -8945166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -8945256.000000 Penalty: 5667.876953
	Iteration 13Q: 3 clusters Score -8945256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -8945288.000000 Penalty: 5667.876953
	Iteration 14Q: 3 clusters Score -8945288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -8945313.000000 Penalty: 5667.876953
	Iteration 15Q: 3 clusters Score -8945313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -8945336.000000 Penalty: 5667.876953
	Iteration 16Q: 3 clusters Score -8945336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -8945356.000000 Penalty: 5667.876953
	Iteration 17Q: 3 clusters Score -8945356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -8945371.000000 Penalty: 5667.876953
	Iteration 18Q: 3 clusters Score -8945371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -8945399.000000 Penalty: 5667.876953
	Iteration 19Q: 3 clusters Score -8945399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -8945420.000000 Penalty: 5667.876953
	Iteration 20F: 3 clusters Score -8945420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -8945457.000000 Penalty: 5667.876953
	Iteration 21Q: 3 clusters Score -8945457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -8945478.000000 Penalty: 5667.876953
	Iteration 22Q: 3 clusters Score -8945478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -8945514.000000 Penalty: 5667.876953
	Iteration 23Q: 3 clusters Score -8945514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -8945541.000000 Penalty: 5667.876953
	Iteration 24Q: 3 clusters Score -8945541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -8945562.000000 Penalty: 5667.876953
	Iteration 25Q: 3 clusters Score -8945562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -8945586.000000 Penalty: 5667.876953
	Iteration 26Q: 3 clusters Score -8945586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -8945594.000000 Penalty: 5667.876953
	Iteration 27Q: 3 clusters Score -8945594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -8945613.000000 Penalty: 5667.876953
	Iteration 28Q: 3 clusters Score -8945613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -8945634.000000 Penalty: 5667.876953
	Iteration 29Q: 3 clusters Score -8945634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -8945654.000000 Penalty: 5667.876953
	Iteration 30Q: 3 clusters Score -8945654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -8945672.000000 Penalty: 5667.876953
	Iteration 31Q: 3 clusters Score -8945672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -8945667.000000 Penalty: 5667.876953
	Iteration 32Q: 3 clusters Score -8945667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -8945671.000000 Penalty: 5667.876953
	Iteration 33Q: 3 clusters Score -8945671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -8945677.000000 Penalty: 5667.876953
	Iteration 34Q: 3 clusters Score -8945677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -8945681.000000 Penalty: 5667.876953
	Iteration 35Q: 3 clusters Score -8945681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -8945684.000000 Penalty: 5667.876953
	Iteration 36Q: 3 clusters Score -8945684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -8945684.000000 Penalty: 5667.876953
	Iteration 37F: 3 clusters Score -8945684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -230760.375000 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -230760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -227809.015625 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -227809 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -228422.140625 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -228422.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -228600.359375 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -228600.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -228723.281250 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -228723.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -228814.453125 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -228814.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -228889.000000 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -228889 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228967.281250 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -228967.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -229064.234375 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -229064.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -229181.093750 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -229181.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -229266.921875 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -229266.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -229334.484375 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -229334.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -229369.109375 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -229369.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -229398.859375 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -229398.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -229427.218750 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -229427.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -229444.781250 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -229444.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -229465.515625 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -229465.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -229481.593750 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -229481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -229493.453125 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -229493.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -229506.828125 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -229506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -229511.421875 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -229511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -229513.984375 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -229514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -229515.500000 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -229515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -229518.406250 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -229518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -229519.031250 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -229519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -229519.968750 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -229520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -229519.968750 Penalty: 3879.535156
	Iteration 25F: 3 clusters Score -229520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -222311.453125 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -222311.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219473.984375 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -219474 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -219979.359375 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -219979.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -220110.484375 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -220110.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220205.671875 Penalty: 3848.345215
	Iteration 3F: 3 clusters Score -220205.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220245.328125 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -220245.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -220278.265625 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -220278.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -220300.687500 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -220300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -220319.734375 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -220319.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -220334.531250 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -220334.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -220349.062500 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -220349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -220358.109375 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -220358.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -220365.734375 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -220365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -220373.453125 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -220373.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -220380.296875 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -220380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -220387.843750 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -220387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -220395.906250 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -220395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -220401.593750 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -220401.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -220410.296875 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -220410.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -220419.031250 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -220419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -220428.437500 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -220428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -220434.156250 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -220434.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -220437.515625 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -220437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -220443.203125 Penalty: 3848.345215
	Iteration 22Q: 3 clusters Score -220443.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -220450.593750 Penalty: 3848.345215
	Iteration 23Q: 3 clusters Score -220450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -220456.718750 Penalty: 3848.345215
	Iteration 24Q: 3 clusters Score -220456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -220459.937500 Penalty: 3848.345215
	Iteration 25Q: 3 clusters Score -220459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -220461.578125 Penalty: 3848.345215
	Iteration 26Q: 3 clusters Score -220461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -220463.312500 Penalty: 3848.345215
	Iteration 27Q: 3 clusters Score -220463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -220465.859375 Penalty: 3848.345215
	Iteration 28Q: 3 clusters Score -220465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -220467.406250 Penalty: 3848.345215
	Iteration 29Q: 3 clusters Score -220467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -220467.703125 Penalty: 3848.345215
	Iteration 30Q: 3 clusters Score -220467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -220467.968750 Penalty: 3848.345215
	Iteration 31Q: 3 clusters Score -220468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -220468.843750 Penalty: 3848.345215
	Iteration 32Q: 3 clusters Score -220468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -220469.718750 Penalty: 3848.345215
	Iteration 33Q: 3 clusters Score -220469.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -220469.718750 Penalty: 3848.345215
	Iteration 34F: 3 clusters Score -220469.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Entering Unmasked Estep 
Score: -1183649.000000 Penalty: 2357.042236
	Iteration 0F: 2 clusters Score -1183649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1173833.875000 Penalty: 4714.084473
	Iteration 0F: 3 clusters Score -1173834 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1176873.625000 Penalty: 4714.084473
	Iteration 1F: 3 clusters Score -1176874 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1177292.750000 Penalty: 4714.084473
	Iteration 2F: 3 clusters Score -1177293 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1177670.000000 Penalty: 4714.084473
	Iteration 3F: 3 clusters Score -1177670 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1178005.125000 Penalty: 4714.084473
	Iteration 4Q: 3 clusters Score -1178005 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1178318.000000 Penalty: 4714.084473
	Iteration 5Q: 3 clusters Score -1178318 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1178651.875000 Penalty: 4714.084473
	Iteration 6Q: 3 clusters Score -1178652 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1179023.625000 Penalty: 4714.084473
	Iteration 7Q: 3 clusters Score -1179024 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1179408.750000 Penalty: 4714.084473
	Iteration 8Q: 3 clusters Score -1179409 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1179770.875000 Penalty: 4714.084473
	Iteration 9Q: 3 clusters Score -1179771 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1180094.125000 Penalty: 4714.084473
	Iteration 10Q: 3 clusters Score -1180094 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1180363.625000 Penalty: 4714.084473
	Iteration 11Q: 3 clusters Score -1180364 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1180596.875000 Penalty: 4714.084473
	Iteration 12Q: 3 clusters Score -1180597 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1180753.125000 Penalty: 4714.084473
	Iteration 13Q: 3 clusters Score -1180753 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1180867.625000 Penalty: 4714.084473
	Iteration 14Q: 3 clusters Score -1180868 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1180955.750000 Penalty: 4714.084473
	Iteration 15Q: 3 clusters Score -1180956 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1181043.625000 Penalty: 4714.084473
	Iteration 16Q: 3 clusters Score -1181044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1181134.250000 Penalty: 4714.084473
	Iteration 17Q: 3 clusters Score -1181134 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1181197.500000 Penalty: 4714.084473
	Iteration 18Q: 3 clusters Score -1181198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1181265.625000 Penalty: 4714.084473
	Iteration 19Q: 3 clusters Score -1181266 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1181344.125000 Penalty: 4714.084473
	Iteration 20F: 3 clusters Score -1181344 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1181407.375000 Penalty: 4714.084473
	Iteration 21Q: 3 clusters Score -1181407 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1181472.250000 Penalty: 4714.084473
	Iteration 22Q: 3 clusters Score -1181472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1181542.375000 Penalty: 4714.084473
	Iteration 23Q: 3 clusters Score -1181542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1181595.125000 Penalty: 4714.084473
	Iteration 24Q: 3 clusters Score -1181595 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1181657.000000 Penalty: 4714.084473
	Iteration 25Q: 3 clusters Score -1181657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1181702.750000 Penalty: 4714.084473
	Iteration 26Q: 3 clusters Score -1181703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1181739.000000 Penalty: 4714.084473
	Iteration 27Q: 3 clusters Score -1181739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1181762.750000 Penalty: 4714.084473
	Iteration 28Q: 3 clusters Score -1181763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1181794.375000 Penalty: 4714.084473
	Iteration 29Q: 3 clusters Score -1181794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1181806.500000 Penalty: 4714.084473
	Iteration 30Q: 3 clusters Score -1181806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1181822.250000 Penalty: 4714.084473
	Iteration 31Q: 3 clusters Score -1181822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1181833.375000 Penalty: 4714.084473
	Iteration 32Q: 3 clusters Score -1181833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1181843.500000 Penalty: 4714.084473
	Iteration 33Q: 3 clusters Score -1181844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1181848.250000 Penalty: 4714.084473
	Iteration 34Q: 3 clusters Score -1181848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1181856.625000 Penalty: 4714.084473
	Iteration 35Q: 3 clusters Score -1181857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1181865.375000 Penalty: 4714.084473
	Iteration 36Q: 3 clusters Score -1181865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1181874.500000 Penalty: 4714.084473
	Iteration 37Q: 3 clusters Score -1181874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1181880.625000 Penalty: 4714.084473
	Iteration 38Q: 3 clusters Score -1181881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1181887.625000 Penalty: 4714.084473
	Iteration 39Q: 3 clusters Score -1181888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1181893.000000 Penalty: 4714.084473
	Iteration 40F: 3 clusters Score -1181893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1181899.125000 Penalty: 4714.084473
	Iteration 41Q: 3 clusters Score -1181899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1181901.375000 Penalty: 4714.084473
	Iteration 42Q: 3 clusters Score -1181901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1181906.625000 Penalty: 4714.084473
	Iteration 43Q: 3 clusters Score -1181907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1181913.250000 Penalty: 4714.084473
	Iteration 44Q: 3 clusters Score -1181913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1181916.125000 Penalty: 4714.084473
	Iteration 45Q: 3 clusters Score -1181916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1181921.250000 Penalty: 4714.084473
	Iteration 46Q: 3 clusters Score -1181921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1181923.875000 Penalty: 4714.084473
	Iteration 47Q: 3 clusters Score -1181924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1181923.625000 Penalty: 4714.084473
	Iteration 48Q: 3 clusters Score -1181924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1181925.375000 Penalty: 4714.084473
	Iteration 49Q: 3 clusters Score -1181925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1181926.625000 Penalty: 4714.084473
	Iteration 50Q: 3 clusters Score -1181927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1181927.125000 Penalty: 4714.084473
	Iteration 51Q: 3 clusters Score -1181927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1181927.750000 Penalty: 4714.084473
	Iteration 52Q: 3 clusters Score -1181928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1181929.250000 Penalty: 4714.084473
	Iteration 53Q: 3 clusters Score -1181929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1181930.250000 Penalty: 4714.084473
	Iteration 54Q: 3 clusters Score -1181930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1181932.000000 Penalty: 4714.084473
	Iteration 55Q: 3 clusters Score -1181932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1181932.500000 Penalty: 4714.084473
	Iteration 56Q: 3 clusters Score -1181932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1181937.750000 Penalty: 4714.084473
	Iteration 57Q: 3 clusters Score -1181938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1181937.125000 Penalty: 4714.084473
	Iteration 58Q: 3 clusters Score -1181937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1181937.125000 Penalty: 4714.084473
	Iteration 59F: 3 clusters Score -1181937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -525671.187500 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -525671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -520851.593750 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -520851.6 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -522140.062500 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -522140.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -522476.906250 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -522476.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -522787.312500 Penalty: 4285.060059
	Iteration 3F: 3 clusters Score -522787.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -523047.500000 Penalty: 4285.060059
	Iteration 4F: 3 clusters Score -523047.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -523247.000000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -523247 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -523422.937500 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -523422.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -523582.406250 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -523582.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -523727.312500 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -523727.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -523845.593750 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -523845.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -523944.718750 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -523944.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -524030.593750 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -524030.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -524098.187500 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -524098.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -524150.656250 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -524150.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -524188.875000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -524188.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -524226.312500 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -524226.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -524268.468750 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -524268.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -524329.562500 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -524329.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -524380.875000 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -524380.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -524433.312500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -524433.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -524485.062500 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -524485.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -524534.062500 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -524534.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -524576.250000 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -524576.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -524617.437500 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -524617.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -524650.750000 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -524650.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -524683.937500 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -524683.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -524705.437500 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -524705.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -524726.437500 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -524726.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -524748.937500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -524748.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -524765.937500 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -524765.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -524778.875000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -524778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -524786.437500 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -524786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -524790.937500 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -524790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -524793.375000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -524793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -524796.375000 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -524796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -524798.562500 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -524798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -524799.562500 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -524799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -524799.625000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -524799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -524800.000000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -524800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -524800.625000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -524800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -524800.625000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -524800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Entering Unmasked Estep 
Score: -793127.875000 Penalty: 2260.529785
	Iteration 0F: 2 clusters Score -793127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -786122.062500 Penalty: 4521.059570
	Iteration 0F: 3 clusters Score -786122.1 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -788244.687500 Penalty: 4521.059570
	Iteration 1F: 3 clusters Score -788244.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -788703.250000 Penalty: 4521.059570
	Iteration 2F: 3 clusters Score -788703.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -789098.875000 Penalty: 4521.059570
	Iteration 3F: 3 clusters Score -789098.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -789511.062500 Penalty: 4521.059570
	Iteration 4F: 3 clusters Score -789511.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -789881.062500 Penalty: 4521.059570
	Iteration 5F: 3 clusters Score -789881.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -790185.812500 Penalty: 4521.059570
	Iteration 6F: 3 clusters Score -790185.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -790455.812500 Penalty: 4521.059570
	Iteration 7Q: 3 clusters Score -790455.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -790672.750000 Penalty: 4521.059570
	Iteration 8Q: 3 clusters Score -790672.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -790838.750000 Penalty: 4521.059570
	Iteration 9Q: 3 clusters Score -790838.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -790949.000000 Penalty: 4521.059570
	Iteration 10Q: 3 clusters Score -790949 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -791037.875000 Penalty: 4521.059570
	Iteration 11Q: 3 clusters Score -791037.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -791113.312500 Penalty: 4521.059570
	Iteration 12Q: 3 clusters Score -791113.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -791185.250000 Penalty: 4521.059570
	Iteration 13Q: 3 clusters Score -791185.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -791272.000000 Penalty: 4521.059570
	Iteration 14Q: 3 clusters Score -791272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -791332.812500 Penalty: 4521.059570
	Iteration 15Q: 3 clusters Score -791332.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -791396.187500 Penalty: 4521.059570
	Iteration 16Q: 3 clusters Score -791396.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -791466.750000 Penalty: 4521.059570
	Iteration 17Q: 3 clusters Score -791466.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -791539.875000 Penalty: 4521.059570
	Iteration 18Q: 3 clusters Score -791539.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -791603.000000 Penalty: 4521.059570
	Iteration 19Q: 3 clusters Score -791603 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -791660.062500 Penalty: 4521.059570
	Iteration 20F: 3 clusters Score -791660.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -791714.875000 Penalty: 4521.059570
	Iteration 21Q: 3 clusters Score -791714.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -791777.625000 Penalty: 4521.059570
	Iteration 22Q: 3 clusters Score -791777.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -791834.312500 Penalty: 4521.059570
	Iteration 23Q: 3 clusters Score -791834.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -791891.750000 Penalty: 4521.059570
	Iteration 24Q: 3 clusters Score -791891.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -791954.500000 Penalty: 4521.059570
	Iteration 25Q: 3 clusters Score -791954.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -792020.625000 Penalty: 4521.059570
	Iteration 26Q: 3 clusters Score -792020.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -792091.812500 Penalty: 4521.059570
	Iteration 27Q: 3 clusters Score -792091.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -792166.250000 Penalty: 4521.059570
	Iteration 28Q: 3 clusters Score -792166.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -792277.062500 Penalty: 4521.059570
	Iteration 29Q: 3 clusters Score -792277.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -792421.250000 Penalty: 4521.059570
	Iteration 30Q: 3 clusters Score -792421.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -792591.687500 Penalty: 4521.059570
	Iteration 31Q: 3 clusters Score -792591.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -792805.375000 Penalty: 4521.059570
	Iteration 32Q: 3 clusters Score -792805.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -793041.937500 Penalty: 4521.059570
	Iteration 33Q: 3 clusters Score -793041.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -793232.187500 Penalty: 4521.059570
	Iteration 34Q: 3 clusters Score -793232.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -793337.812500 Penalty: 4521.059570
	Iteration 35Q: 3 clusters Score -793337.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -793417.437500 Penalty: 4521.059570
	Iteration 36Q: 3 clusters Score -793417.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -793469.125000 Penalty: 4521.059570
	Iteration 37Q: 3 clusters Score -793469.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -793498.812500 Penalty: 4521.059570
	Iteration 38Q: 3 clusters Score -793498.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -793520.437500 Penalty: 4521.059570
	Iteration 39Q: 3 clusters Score -793520.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -793544.125000 Penalty: 4521.059570
	Iteration 40F: 3 clusters Score -793544.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -793561.812500 Penalty: 4521.059570
	Iteration 41Q: 3 clusters Score -793561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -793573.312500 Penalty: 4521.059570
	Iteration 42Q: 3 clusters Score -793573.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -793582.062500 Penalty: 4521.059570
	Iteration 43Q: 3 clusters Score -793582.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -793592.312500 Penalty: 4521.059570
	Iteration 44Q: 3 clusters Score -793592.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -793598.187500 Penalty: 4521.059570
	Iteration 45Q: 3 clusters Score -793598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -793601.812500 Penalty: 4521.059570
	Iteration 46Q: 3 clusters Score -793601.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -793609.000000 Penalty: 4521.059570
	Iteration 47Q: 3 clusters Score -793609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -793611.937500 Penalty: 4521.059570
	Iteration 48Q: 3 clusters Score -793611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -793616.500000 Penalty: 4521.059570
	Iteration 49Q: 3 clusters Score -793616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -793618.062500 Penalty: 4521.059570
	Iteration 50Q: 3 clusters Score -793618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -793619.562500 Penalty: 4521.059570
	Iteration 51Q: 3 clusters Score -793619.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -793624.562500 Penalty: 4521.059570
	Iteration 52Q: 3 clusters Score -793624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -793625.375000 Penalty: 4521.059570
	Iteration 53Q: 3 clusters Score -793625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -793628.250000 Penalty: 4521.059570
	Iteration 54Q: 3 clusters Score -793628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -793634.125000 Penalty: 4521.059570
	Iteration 55Q: 3 clusters Score -793634.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -793638.062500 Penalty: 4521.059570
	Iteration 56Q: 3 clusters Score -793638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -793639.375000 Penalty: 4521.059570
	Iteration 57Q: 3 clusters Score -793639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -793641.125000 Penalty: 4521.059570
	Iteration 58Q: 3 clusters Score -793641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -793643.750000 Penalty: 4521.059570
	Iteration 59Q: 3 clusters Score -793643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -793643.500000 Penalty: 4521.059570
	Iteration 60F: 3 clusters Score -793643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -793645.187500 Penalty: 4521.059570
	Iteration 61Q: 3 clusters Score -793645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -793645.187500 Penalty: 4521.059570
	Iteration 62F: 3 clusters Score -793645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44727 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99241 members 
Mstep: Class 23 contains 74723 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9053 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91782 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 5231 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 3860 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14697 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117448 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139264.000000 Penalty: 204195.187500
Splitting cluster 45 changes total score from -84139896.000000 to -84139264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1033804.250000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1033804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1025573.125000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1025573 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1028048.812500 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1028049 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1028745.062500 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1028745 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1029726.000000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1029726 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1030775.812500 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1030776 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1031617.562500 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1031618 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1032159.500000 Penalty: 4607.373047
	Iteration 6F: 3 clusters Score -1032160 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1032499.625000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1032500 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1032686.625000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1032687 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1032800.937500 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1032801 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1032878.500000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1032878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1032924.312500 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1032924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1032964.500000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1032964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1033000.687500 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1033001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1033022.750000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1033023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1033043.125000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1033043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1033060.687500 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1033061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1033079.687500 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1033080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1033094.375000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1033094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1033105.000000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1033105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1033115.937500 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1033116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1033124.375000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1033124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1033132.750000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1033133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1033147.562500 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1033148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1033164.562500 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1033165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1033185.000000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1033185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1033203.000000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1033203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1033217.187500 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1033217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1033228.875000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1033229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1033238.750000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1033239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1033249.937500 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1033250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1033255.687500 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1033256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1033264.187500 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1033264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1033267.250000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1033267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1033275.125000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1033275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1033278.875000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1033279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1033284.562500 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1033285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1033288.750000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1033289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1033290.062500 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1033290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1033293.062500 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1033293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1033293.875000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1033294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1033295.500000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1033296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1033295.625000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1033296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1033297.687500 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1033298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1033296.937500 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1033297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1033300.312500 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1033300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1033300.375000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1033300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1033301.062500 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1033301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1033304.625000 Penalty: 4607.373047
	Iteration 48Q: 3 clusters Score -1033305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1033304.062500 Penalty: 4607.373047
	Iteration 49Q: 3 clusters Score -1033304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1033309.250000 Penalty: 4607.373047
	Iteration 50Q: 3 clusters Score -1033309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1033312.437500 Penalty: 4607.373047
	Iteration 51Q: 3 clusters Score -1033312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1033310.250000 Penalty: 4607.373047
	Iteration 52Q: 3 clusters Score -1033310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1033314.187500 Penalty: 4607.373047
	Iteration 53Q: 3 clusters Score -1033314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1033318.812500 Penalty: 4607.373047
	Iteration 54Q: 3 clusters Score -1033319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1033320.437500 Penalty: 4607.373047
	Iteration 55Q: 3 clusters Score -1033320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1033325.812500 Penalty: 4607.373047
	Iteration 56Q: 3 clusters Score -1033326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1033329.187500 Penalty: 4607.373047
	Iteration 57Q: 3 clusters Score -1033329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1033330.562500 Penalty: 4607.373047
	Iteration 58Q: 3 clusters Score -1033331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1033337.500000 Penalty: 4607.373047
	Iteration 59Q: 3 clusters Score -1033338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1033340.687500 Penalty: 4607.373047
	Iteration 60F: 3 clusters Score -1033341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1033343.250000 Penalty: 4607.373047
	Iteration 61Q: 3 clusters Score -1033343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1033347.562500 Penalty: 4607.373047
	Iteration 62Q: 3 clusters Score -1033348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1033349.937500 Penalty: 4607.373047
	Iteration 63Q: 3 clusters Score -1033350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1033348.375000 Penalty: 4607.373047
	Iteration 64Q: 3 clusters Score -1033348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1033351.312500 Penalty: 4607.373047
	Iteration 65Q: 3 clusters Score -1033351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1033352.000000 Penalty: 4607.373047
	Iteration 66Q: 3 clusters Score -1033352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1033352.187500 Penalty: 4607.373047
	Iteration 67Q: 3 clusters Score -1033352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1033354.937500 Penalty: 4607.373047
	Iteration 68Q: 3 clusters Score -1033355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1033356.500000 Penalty: 4607.373047
	Iteration 69Q: 3 clusters Score -1033356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1033358.125000 Penalty: 4607.373047
	Iteration 70Q: 3 clusters Score -1033358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1033359.750000 Penalty: 4607.373047
	Iteration 71Q: 3 clusters Score -1033360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1033359.750000 Penalty: 4607.373047
	Iteration 72Q: 3 clusters Score -1033360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1033359.437500 Penalty: 4607.373047
	Iteration 73Q: 3 clusters Score -1033359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1033359.812500 Penalty: 4607.373047
	Iteration 74Q: 3 clusters Score -1033360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1033360.187500 Penalty: 4607.373047
	Iteration 75Q: 3 clusters Score -1033360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1033360.187500 Penalty: 4607.373047
	Iteration 76F: 3 clusters Score -1033360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -167048.781250 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -167048.8 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 1127 members 
Entering Unmasked Estep 
Score: -164368.953125 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -164369 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -165029.828125 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -165029.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -165229.531250 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -165229.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -165328.171875 Penalty: 3813.927979
	Iteration 3F: 3 clusters Score -165328.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -165394.500000 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -165394.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -165437.109375 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -165437.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -165472.437500 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -165472.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -165502.171875 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -165502.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -165522.125000 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -165522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -165535.781250 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -165535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -165545.765625 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -165545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -165552.593750 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -165552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -165563.593750 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -165563.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -165578.625000 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -165578.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -165600.703125 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -165600.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -165625.140625 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -165625.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -165653.218750 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -165653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -165673.125000 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -165673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -165686.546875 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -165686.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -165698.421875 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -165698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -165707.125000 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -165707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -165714.093750 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -165714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -165716.640625 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -165716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -165722.093750 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -165722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -165734.156250 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -165734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -165743.078125 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -165743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -165752.812500 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -165752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -165761.375000 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -165761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -165771.687500 Penalty: 3813.927979
	Iteration 28Q: 3 clusters Score -165771.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -165786.140625 Penalty: 3813.927979
	Iteration 29Q: 3 clusters Score -165786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -165789.953125 Penalty: 3813.927979
	Iteration 30Q: 3 clusters Score -165790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -165792.453125 Penalty: 3813.927979
	Iteration 31Q: 3 clusters Score -165792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -165796.515625 Penalty: 3813.927979
	Iteration 32Q: 3 clusters Score -165796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -165802.203125 Penalty: 3813.927979
	Iteration 33Q: 3 clusters Score -165802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -165809.468750 Penalty: 3813.927979
	Iteration 34Q: 3 clusters Score -165809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -165812.843750 Penalty: 3813.927979
	Iteration 35Q: 3 clusters Score -165812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -165816.062500 Penalty: 3813.927979
	Iteration 36Q: 3 clusters Score -165816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -165819.203125 Penalty: 3813.927979
	Iteration 37Q: 3 clusters Score -165819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -165822.421875 Penalty: 3813.927979
	Iteration 38Q: 3 clusters Score -165822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -165829.312500 Penalty: 3813.927979
	Iteration 39Q: 3 clusters Score -165829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -165831.062500 Penalty: 3813.927979
	Iteration 40F: 3 clusters Score -165831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -165835.015625 Penalty: 3813.927979
	Iteration 41Q: 3 clusters Score -165835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -165835.203125 Penalty: 3813.927979
	Iteration 42Q: 3 clusters Score -165835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -165835.203125 Penalty: 3813.927979
	Iteration 43F: 3 clusters Score -165835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Entering Unmasked Estep 
Score: -1424773.875000 Penalty: 2382.694580
	Iteration 0F: 2 clusters Score -1424774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1414143.875000 Penalty: 4765.389160
	Iteration 0F: 3 clusters Score -1414144 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1417471.875000 Penalty: 4765.389160
	Iteration 1F: 3 clusters Score -1417472 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1417860.625000 Penalty: 4765.389160
	Iteration 2F: 3 clusters Score -1417861 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1418229.500000 Penalty: 4765.389160
	Iteration 3F: 3 clusters Score -1418230 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1418598.625000 Penalty: 4765.389160
	Iteration 4F: 3 clusters Score -1418599 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1418922.000000 Penalty: 4765.389160
	Iteration 5Q: 3 clusters Score -1418922 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1419242.250000 Penalty: 4765.389160
	Iteration 6Q: 3 clusters Score -1419242 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1419562.375000 Penalty: 4765.389160
	Iteration 7Q: 3 clusters Score -1419562 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1419815.875000 Penalty: 4765.389160
	Iteration 8Q: 3 clusters Score -1419816 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1420031.250000 Penalty: 4765.389160
	Iteration 9Q: 3 clusters Score -1420031 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1420227.375000 Penalty: 4765.389160
	Iteration 10Q: 3 clusters Score -1420227 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1420387.375000 Penalty: 4765.389160
	Iteration 11Q: 3 clusters Score -1420387 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1420512.250000 Penalty: 4765.389160
	Iteration 12Q: 3 clusters Score -1420512 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1420594.750000 Penalty: 4765.389160
	Iteration 13Q: 3 clusters Score -1420595 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1420657.125000 Penalty: 4765.389160
	Iteration 14Q: 3 clusters Score -1420657 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1420698.625000 Penalty: 4765.389160
	Iteration 15Q: 3 clusters Score -1420699 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1420731.000000 Penalty: 4765.389160
	Iteration 16Q: 3 clusters Score -1420731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1420768.000000 Penalty: 4765.389160
	Iteration 17Q: 3 clusters Score -1420768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1420799.750000 Penalty: 4765.389160
	Iteration 18Q: 3 clusters Score -1420800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1420829.500000 Penalty: 4765.389160
	Iteration 19Q: 3 clusters Score -1420830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1420858.250000 Penalty: 4765.389160
	Iteration 20F: 3 clusters Score -1420858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1420887.625000 Penalty: 4765.389160
	Iteration 21Q: 3 clusters Score -1420888 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1420928.875000 Penalty: 4765.389160
	Iteration 22Q: 3 clusters Score -1420929 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1420968.500000 Penalty: 4765.389160
	Iteration 23Q: 3 clusters Score -1420968 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1421018.750000 Penalty: 4765.389160
	Iteration 24Q: 3 clusters Score -1421019 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1421083.750000 Penalty: 4765.389160
	Iteration 25Q: 3 clusters Score -1421084 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1421168.875000 Penalty: 4765.389160
	Iteration 26Q: 3 clusters Score -1421169 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1421265.875000 Penalty: 4765.389160
	Iteration 27Q: 3 clusters Score -1421266 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1421387.500000 Penalty: 4765.389160
	Iteration 28Q: 3 clusters Score -1421388 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1421534.375000 Penalty: 4765.389160
	Iteration 29Q: 3 clusters Score -1421534 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1421684.125000 Penalty: 4765.389160
	Iteration 30Q: 3 clusters Score -1421684 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1421848.625000 Penalty: 4765.389160
	Iteration 31Q: 3 clusters Score -1421849 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1422026.625000 Penalty: 4765.389160
	Iteration 32Q: 3 clusters Score -1422027 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1422213.250000 Penalty: 4765.389160
	Iteration 33Q: 3 clusters Score -1422213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1422362.500000 Penalty: 4765.389160
	Iteration 34Q: 3 clusters Score -1422362 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1422482.625000 Penalty: 4765.389160
	Iteration 35Q: 3 clusters Score -1422483 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1422578.750000 Penalty: 4765.389160
	Iteration 36Q: 3 clusters Score -1422579 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1422645.125000 Penalty: 4765.389160
	Iteration 37Q: 3 clusters Score -1422645 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1422697.875000 Penalty: 4765.389160
	Iteration 38Q: 3 clusters Score -1422698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1422737.875000 Penalty: 4765.389160
	Iteration 39Q: 3 clusters Score -1422738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1422760.625000 Penalty: 4765.389160
	Iteration 40F: 3 clusters Score -1422761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1422786.750000 Penalty: 4765.389160
	Iteration 41Q: 3 clusters Score -1422787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1422795.750000 Penalty: 4765.389160
	Iteration 42Q: 3 clusters Score -1422796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1422802.250000 Penalty: 4765.389160
	Iteration 43Q: 3 clusters Score -1422802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1422822.000000 Penalty: 4765.389160
	Iteration 44Q: 3 clusters Score -1422822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1422829.250000 Penalty: 4765.389160
	Iteration 45Q: 3 clusters Score -1422829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1422834.500000 Penalty: 4765.389160
	Iteration 46Q: 3 clusters Score -1422834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1422841.500000 Penalty: 4765.389160
	Iteration 47Q: 3 clusters Score -1422842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1422847.875000 Penalty: 4765.389160
	Iteration 48Q: 3 clusters Score -1422848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1422854.375000 Penalty: 4765.389160
	Iteration 49Q: 3 clusters Score -1422854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1422858.125000 Penalty: 4765.389160
	Iteration 50Q: 3 clusters Score -1422858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1422865.000000 Penalty: 4765.389160
	Iteration 51Q: 3 clusters Score -1422865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1422872.000000 Penalty: 4765.389160
	Iteration 52Q: 3 clusters Score -1422872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1422877.375000 Penalty: 4765.389160
	Iteration 53Q: 3 clusters Score -1422877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1422879.125000 Penalty: 4765.389160
	Iteration 54Q: 3 clusters Score -1422879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1422877.625000 Penalty: 4765.389160
	Iteration 55Q: 3 clusters Score -1422878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1422877.625000 Penalty: 4765.389160
	Iteration 56Q: 3 clusters Score -1422878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1422877.625000 Penalty: 4765.389160
	Iteration 57F: 3 clusters Score -1422878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -244004.125000 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -244004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -241005.750000 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -241005.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -241591.156250 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -241591.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -241756.015625 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -241756 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -241872.093750 Penalty: 3901.323730
	Iteration 3Q: 3 clusters Score -241872.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -241989.890625 Penalty: 3901.323730
	Iteration 4Q: 3 clusters Score -241989.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -242125.656250 Penalty: 3901.323730
	Iteration 5Q: 3 clusters Score -242125.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -242298.750000 Penalty: 3901.323730
	Iteration 6Q: 3 clusters Score -242298.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -242512.531250 Penalty: 3901.323730
	Iteration 7Q: 3 clusters Score -242512.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -242795.781250 Penalty: 3901.323730
	Iteration 8F: 3 clusters Score -242795.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243059.390625 Penalty: 3901.323730
	Iteration 9F: 3 clusters Score -243059.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -243188.781250 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -243188.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243254.593750 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -243254.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -243324.625000 Penalty: 3901.323730
	Iteration 12Q: 3 clusters Score -243324.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243377.296875 Penalty: 3901.323730
	Iteration 13Q: 3 clusters Score -243377.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243402.750000 Penalty: 3901.323730
	Iteration 14Q: 3 clusters Score -243402.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -243419.546875 Penalty: 3901.323730
	Iteration 15Q: 3 clusters Score -243419.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -243433.234375 Penalty: 3901.323730
	Iteration 16Q: 3 clusters Score -243433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -243437.515625 Penalty: 3901.323730
	Iteration 17Q: 3 clusters Score -243437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -243440.250000 Penalty: 3901.323730
	Iteration 18Q: 3 clusters Score -243440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243444.937500 Penalty: 3901.323730
	Iteration 19Q: 3 clusters Score -243444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243446.687500 Penalty: 3901.323730
	Iteration 20F: 3 clusters Score -243446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243450.406250 Penalty: 3901.323730
	Iteration 21Q: 3 clusters Score -243450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243451.437500 Penalty: 3901.323730
	Iteration 22Q: 3 clusters Score -243451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243452.812500 Penalty: 3901.323730
	Iteration 23Q: 3 clusters Score -243452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243452.812500 Penalty: 3901.323730
	Iteration 24F: 3 clusters Score -243452.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Entering Unmasked Estep 
Score: -1493554.000000 Penalty: 2379.658936
	Iteration 0F: 2 clusters Score -1493554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1482875.500000 Penalty: 4759.317871
	Iteration 0F: 3 clusters Score -1482876 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1486202.625000 Penalty: 4759.317871
	Iteration 1F: 3 clusters Score -1486203 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1486501.125000 Penalty: 4759.317871
	Iteration 2F: 3 clusters Score -1486501 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1486739.375000 Penalty: 4759.317871
	Iteration 3Q: 3 clusters Score -1486739 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1486945.625000 Penalty: 4759.317871
	Iteration 4Q: 3 clusters Score -1486946 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1487124.125000 Penalty: 4759.317871
	Iteration 5Q: 3 clusters Score -1487124 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1487307.625000 Penalty: 4759.317871
	Iteration 6Q: 3 clusters Score -1487308 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1487477.000000 Penalty: 4759.317871
	Iteration 7Q: 3 clusters Score -1487477 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1487645.750000 Penalty: 4759.317871
	Iteration 8Q: 3 clusters Score -1487646 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1487817.875000 Penalty: 4759.317871
	Iteration 9Q: 3 clusters Score -1487818 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1487999.625000 Penalty: 4759.317871
	Iteration 10Q: 3 clusters Score -1488000 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1488208.250000 Penalty: 4759.317871
	Iteration 11Q: 3 clusters Score -1488208 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1488412.000000 Penalty: 4759.317871
	Iteration 12Q: 3 clusters Score -1488412 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1488639.125000 Penalty: 4759.317871
	Iteration 13Q: 3 clusters Score -1488639 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1488895.625000 Penalty: 4759.317871
	Iteration 14Q: 3 clusters Score -1488896 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1489177.875000 Penalty: 4759.317871
	Iteration 15Q: 3 clusters Score -1489178 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1489476.375000 Penalty: 4759.317871
	Iteration 16Q: 3 clusters Score -1489476 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1489782.375000 Penalty: 4759.317871
	Iteration 17Q: 3 clusters Score -1489782 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1490064.750000 Penalty: 4759.317871
	Iteration 18Q: 3 clusters Score -1490065 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1490328.125000 Penalty: 4759.317871
	Iteration 19Q: 3 clusters Score -1490328 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1490545.000000 Penalty: 4759.317871
	Iteration 20F: 3 clusters Score -1490545 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1490735.875000 Penalty: 4759.317871
	Iteration 21Q: 3 clusters Score -1490736 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1490884.750000 Penalty: 4759.317871
	Iteration 22Q: 3 clusters Score -1490885 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1490994.500000 Penalty: 4759.317871
	Iteration 23Q: 3 clusters Score -1490994 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1491091.000000 Penalty: 4759.317871
	Iteration 24Q: 3 clusters Score -1491091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1491175.500000 Penalty: 4759.317871
	Iteration 25Q: 3 clusters Score -1491176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1491229.875000 Penalty: 4759.317871
	Iteration 26Q: 3 clusters Score -1491230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1491285.750000 Penalty: 4759.317871
	Iteration 27Q: 3 clusters Score -1491286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1491333.875000 Penalty: 4759.317871
	Iteration 28Q: 3 clusters Score -1491334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1491375.750000 Penalty: 4759.317871
	Iteration 29Q: 3 clusters Score -1491376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1491413.875000 Penalty: 4759.317871
	Iteration 30Q: 3 clusters Score -1491414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1491462.500000 Penalty: 4759.317871
	Iteration 31Q: 3 clusters Score -1491462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1491497.125000 Penalty: 4759.317871
	Iteration 32Q: 3 clusters Score -1491497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1491526.625000 Penalty: 4759.317871
	Iteration 33Q: 3 clusters Score -1491527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1491547.125000 Penalty: 4759.317871
	Iteration 34Q: 3 clusters Score -1491547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1491569.625000 Penalty: 4759.317871
	Iteration 35Q: 3 clusters Score -1491570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1491583.375000 Penalty: 4759.317871
	Iteration 36Q: 3 clusters Score -1491583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1491598.625000 Penalty: 4759.317871
	Iteration 37Q: 3 clusters Score -1491599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1491618.500000 Penalty: 4759.317871
	Iteration 38Q: 3 clusters Score -1491618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1491632.625000 Penalty: 4759.317871
	Iteration 39Q: 3 clusters Score -1491633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1491644.250000 Penalty: 4759.317871
	Iteration 40F: 3 clusters Score -1491644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1491651.250000 Penalty: 4759.317871
	Iteration 41Q: 3 clusters Score -1491651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1491653.875000 Penalty: 4759.317871
	Iteration 42Q: 3 clusters Score -1491654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1491658.500000 Penalty: 4759.317871
	Iteration 43Q: 3 clusters Score -1491658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1491665.750000 Penalty: 4759.317871
	Iteration 44Q: 3 clusters Score -1491666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1491673.625000 Penalty: 4759.317871
	Iteration 45Q: 3 clusters Score -1491674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1491677.500000 Penalty: 4759.317871
	Iteration 46Q: 3 clusters Score -1491678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1491679.125000 Penalty: 4759.317871
	Iteration 47Q: 3 clusters Score -1491679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1491682.125000 Penalty: 4759.317871
	Iteration 48Q: 3 clusters Score -1491682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1491684.125000 Penalty: 4759.317871
	Iteration 49Q: 3 clusters Score -1491684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1491683.625000 Penalty: 4759.317871
	Iteration 50Q: 3 clusters Score -1491684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1491684.250000 Penalty: 4759.317871
	Iteration 51Q: 3 clusters Score -1491684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1491688.875000 Penalty: 4759.317871
	Iteration 52Q: 3 clusters Score -1491689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1491687.000000 Penalty: 4759.317871
	Iteration 53Q: 3 clusters Score -1491687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1491687.000000 Penalty: 4759.317871
	Iteration 54F: 3 clusters Score -1491687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -305693.343750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -305693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -302403.656250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -302403.7 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -303049.406250 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -303049.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -303197.968750 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -303198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -303292.875000 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -303292.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -303353.843750 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -303353.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -303388.281250 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -303388.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -303420.750000 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -303420.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -303444.218750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -303444.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -303466.312500 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -303466.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303487.625000 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -303487.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -303511.031250 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -303511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -303534.906250 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -303534.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -303557.093750 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -303557.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -303577.625000 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -303577.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -303589.937500 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -303589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -303601.250000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -303601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303613.531250 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -303613.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -303625.687500 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -303625.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -303635.375000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -303635.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -303647.031250 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -303647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -303652.687500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -303652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -303656.031250 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -303656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -303658.875000 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -303658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -303661.437500 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -303661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -303663.093750 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -303663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -303667.000000 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -303667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -303671.375000 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -303671.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -303675.343750 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -303675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -303679.437500 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -303679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -303681.062500 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -303681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -303681.781250 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -303681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -303684.687500 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -303684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -303685.281250 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -303685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -303685.812500 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -303685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -303685.656250 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -303685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -303685.656250 Penalty: 3983.405762
	Iteration 35F: 3 clusters Score -303685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -654388.250000 Penalty: 2187.460205
	Iteration 0F: 2 clusters Score -654388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -648690.687500 Penalty: 4374.920410
	Iteration 0F: 3 clusters Score -648690.7 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -650342.875000 Penalty: 4374.920410
	Iteration 1F: 3 clusters Score -650342.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -650569.125000 Penalty: 4374.920410
	Iteration 2F: 3 clusters Score -650569.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -650702.125000 Penalty: 4374.920410
	Iteration 3Q: 3 clusters Score -650702.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -650795.312500 Penalty: 4374.920410
	Iteration 4Q: 3 clusters Score -650795.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -650859.750000 Penalty: 4374.920410
	Iteration 5Q: 3 clusters Score -650859.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -650922.812500 Penalty: 4374.920410
	Iteration 6Q: 3 clusters Score -650922.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -650990.562500 Penalty: 4374.920410
	Iteration 7Q: 3 clusters Score -650990.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -651064.062500 Penalty: 4374.920410
	Iteration 8Q: 3 clusters Score -651064.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -651162.000000 Penalty: 4374.920410
	Iteration 9Q: 3 clusters Score -651162 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -651266.562500 Penalty: 4374.920410
	Iteration 10Q: 3 clusters Score -651266.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -651365.937500 Penalty: 4374.920410
	Iteration 11Q: 3 clusters Score -651365.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -651495.500000 Penalty: 4374.920410
	Iteration 12Q: 3 clusters Score -651495.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -651629.000000 Penalty: 4374.920410
	Iteration 13Q: 3 clusters Score -651629 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -651732.312500 Penalty: 4374.920410
	Iteration 14Q: 3 clusters Score -651732.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -651832.062500 Penalty: 4374.920410
	Iteration 15Q: 3 clusters Score -651832.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -651914.375000 Penalty: 4374.920410
	Iteration 16Q: 3 clusters Score -651914.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -651990.125000 Penalty: 4374.920410
	Iteration 17Q: 3 clusters Score -651990.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -652055.812500 Penalty: 4374.920410
	Iteration 18Q: 3 clusters Score -652055.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -652102.875000 Penalty: 4374.920410
	Iteration 19Q: 3 clusters Score -652102.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -652142.812500 Penalty: 4374.920410
	Iteration 20F: 3 clusters Score -652142.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -652174.437500 Penalty: 4374.920410
	Iteration 21Q: 3 clusters Score -652174.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -652207.125000 Penalty: 4374.920410
	Iteration 22Q: 3 clusters Score -652207.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -652234.187500 Penalty: 4374.920410
	Iteration 23Q: 3 clusters Score -652234.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -652250.187500 Penalty: 4374.920410
	Iteration 24Q: 3 clusters Score -652250.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -652267.625000 Penalty: 4374.920410
	Iteration 25Q: 3 clusters Score -652267.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -652282.625000 Penalty: 4374.920410
	Iteration 26Q: 3 clusters Score -652282.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -652301.625000 Penalty: 4374.920410
	Iteration 27Q: 3 clusters Score -652301.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -652319.062500 Penalty: 4374.920410
	Iteration 28Q: 3 clusters Score -652319.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -652332.937500 Penalty: 4374.920410
	Iteration 29Q: 3 clusters Score -652332.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -652342.437500 Penalty: 4374.920410
	Iteration 30Q: 3 clusters Score -652342.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -652347.125000 Penalty: 4374.920410
	Iteration 31Q: 3 clusters Score -652347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -652348.250000 Penalty: 4374.920410
	Iteration 32Q: 3 clusters Score -652348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -652353.062500 Penalty: 4374.920410
	Iteration 33Q: 3 clusters Score -652353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -652357.875000 Penalty: 4374.920410
	Iteration 34Q: 3 clusters Score -652357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -652360.250000 Penalty: 4374.920410
	Iteration 35Q: 3 clusters Score -652360.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -652363.875000 Penalty: 4374.920410
	Iteration 36Q: 3 clusters Score -652363.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -652364.187500 Penalty: 4374.920410
	Iteration 37Q: 3 clusters Score -652364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -652368.187500 Penalty: 4374.920410
	Iteration 38Q: 3 clusters Score -652368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -652368.812500 Penalty: 4374.920410
	Iteration 39Q: 3 clusters Score -652368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -652372.312500 Penalty: 4374.920410
	Iteration 40F: 3 clusters Score -652372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -652372.875000 Penalty: 4374.920410
	Iteration 41Q: 3 clusters Score -652372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -652374.312500 Penalty: 4374.920410
	Iteration 42Q: 3 clusters Score -652374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -652374.687500 Penalty: 4374.920410
	Iteration 43Q: 3 clusters Score -652374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -652377.062500 Penalty: 4374.920410
	Iteration 44Q: 3 clusters Score -652377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -652376.687500 Penalty: 4374.920410
	Iteration 45Q: 3 clusters Score -652376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -652379.062500 Penalty: 4374.920410
	Iteration 46Q: 3 clusters Score -652379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -652380.812500 Penalty: 4374.920410
	Iteration 47Q: 3 clusters Score -652380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -652382.750000 Penalty: 4374.920410
	Iteration 48Q: 3 clusters Score -652382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -652385.687500 Penalty: 4374.920410
	Iteration 49Q: 3 clusters Score -652385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -652385.250000 Penalty: 4374.920410
	Iteration 50Q: 3 clusters Score -652385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -652387.687500 Penalty: 4374.920410
	Iteration 51Q: 3 clusters Score -652387.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -652386.312500 Penalty: 4374.920410
	Iteration 52Q: 3 clusters Score -652386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -652388.312500 Penalty: 4374.920410
	Iteration 53Q: 3 clusters Score -652388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -652389.125000 Penalty: 4374.920410
	Iteration 54Q: 3 clusters Score -652389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -652388.562500 Penalty: 4374.920410
	Iteration 55Q: 3 clusters Score -652388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -652388.812500 Penalty: 4374.920410
	Iteration 56Q: 3 clusters Score -652388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -652388.812500 Penalty: 4374.920410
	Iteration 57F: 3 clusters Score -652388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -204286.296875 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -204286.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -201213.421875 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -201213.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -202122.875000 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -202122.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -202506.875000 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -202506.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -202752.687500 Penalty: 3945.890869
	Iteration 3F: 3 clusters Score -202752.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -202900.406250 Penalty: 3945.890869
	Iteration 4F: 3 clusters Score -202900.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -202986.109375 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -202986.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203033.500000 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -203033.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -203066.093750 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -203066.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -203093.375000 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -203093.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -203124.031250 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -203124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -203146.828125 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -203146.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -203163.265625 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -203163.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -203171.812500 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -203171.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -203179.140625 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -203179.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203187.328125 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -203187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -203194.984375 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -203195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -203205.312500 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -203205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -203212.015625 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -203212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -203221.687500 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -203221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -203227.734375 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -203227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -203230.406250 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -203230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -203235.031250 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -203235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -203237.484375 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -203237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -203238.937500 Penalty: 3945.890869
	Iteration 23Q: 3 clusters Score -203238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -203240.578125 Penalty: 3945.890869
	Iteration 24Q: 3 clusters Score -203240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -203242.484375 Penalty: 3945.890869
	Iteration 25Q: 3 clusters Score -203242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -203246.046875 Penalty: 3945.890869
	Iteration 26Q: 3 clusters Score -203246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203248.437500 Penalty: 3945.890869
	Iteration 27Q: 3 clusters Score -203248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -203250.484375 Penalty: 3945.890869
	Iteration 28Q: 3 clusters Score -203250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -203255.187500 Penalty: 3945.890869
	Iteration 29Q: 3 clusters Score -203255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -203256.250000 Penalty: 3945.890869
	Iteration 30Q: 3 clusters Score -203256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -203256.250000 Penalty: 3945.890869
	Iteration 31F: 3 clusters Score -203256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -290803.718750 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -290803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -287500.656250 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -287500.7 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -288171.281250 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -288171.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -288329.343750 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -288329.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -288422.968750 Penalty: 3980.656250
	Iteration 3Q: 3 clusters Score -288423 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -288492.500000 Penalty: 3980.656250
	Iteration 4Q: 3 clusters Score -288492.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -288540.062500 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -288540.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -288585.906250 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -288585.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -288627.500000 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -288627.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -288667.781250 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -288667.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -288702.968750 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -288703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -288728.375000 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -288728.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -288766.937500 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -288766.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -288793.781250 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -288793.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -288819.062500 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -288819.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -288845.656250 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -288845.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -288870.093750 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -288870.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -288882.781250 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -288882.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -288893.906250 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -288893.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -288910.968750 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -288911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -288919.625000 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -288919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -288928.562500 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -288928.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -288935.593750 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -288935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288943.531250 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -288943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -288948.812500 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -288948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -288953.656250 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -288953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -288957.531250 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -288957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -288959.625000 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -288959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288962.750000 Penalty: 3980.656250
	Iteration 27Q: 3 clusters Score -288962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -288967.937500 Penalty: 3980.656250
	Iteration 28Q: 3 clusters Score -288967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -288974.031250 Penalty: 3980.656250
	Iteration 29Q: 3 clusters Score -288974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -288977.968750 Penalty: 3980.656250
	Iteration 30Q: 3 clusters Score -288978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -288979.843750 Penalty: 3980.656250
	Iteration 31Q: 3 clusters Score -288979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -288981.437500 Penalty: 3980.656250
	Iteration 32Q: 3 clusters Score -288981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -288981.875000 Penalty: 3980.656250
	Iteration 33Q: 3 clusters Score -288981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -288982.343750 Penalty: 3980.656250
	Iteration 34Q: 3 clusters Score -288982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -288983.718750 Penalty: 3980.656250
	Iteration 35Q: 3 clusters Score -288983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -288985.656250 Penalty: 3980.656250
	Iteration 36Q: 3 clusters Score -288985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288985.875000 Penalty: 3980.656250
	Iteration 37Q: 3 clusters Score -288985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -288986.500000 Penalty: 3980.656250
	Iteration 38Q: 3 clusters Score -288986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -288986.500000 Penalty: 3980.656250
	Iteration 39F: 3 clusters Score -288986.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (117448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117448 members 
Entering Unmasked Estep 
Score: -11647625.000000 Penalty: 2895.090332
	Iteration 0F: 2 clusters Score -1.164762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -11569007.000000 Penalty: 5790.180664
	Iteration 0F: 3 clusters Score -1.156901e+07 nChanged 55812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -11601122.000000 Penalty: 5790.180664
	Iteration 1F: 3 clusters Score -1.160112e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -11602460.000000 Penalty: 5790.180664
	Iteration 2Q: 3 clusters Score -1.160246e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -11604233.000000 Penalty: 5790.180664
	Iteration 3Q: 3 clusters Score -1.160423e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -11607661.000000 Penalty: 5790.180664
	Iteration 4F: 3 clusters Score -1.160766e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -11613714.000000 Penalty: 5790.180664
	Iteration 5F: 3 clusters Score -1.161371e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -11622918.000000 Penalty: 5790.180664
	Iteration 6F: 3 clusters Score -1.162292e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -11632618.000000 Penalty: 5790.180664
	Iteration 7F: 3 clusters Score -1.163262e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -11639121.000000 Penalty: 5790.180664
	Iteration 8F: 3 clusters Score -1.163912e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -11642431.000000 Penalty: 5790.180664
	Iteration 9Q: 3 clusters Score -1.164243e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -11643916.000000 Penalty: 5790.180664
	Iteration 10Q: 3 clusters Score -1.164392e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -11644476.000000 Penalty: 5790.180664
	Iteration 11Q: 3 clusters Score -1.164448e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 116937 members 
Entering Unmasked Estep 
Score: -11644689.000000 Penalty: 5790.180664
	Iteration 12Q: 3 clusters Score -1.164469e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -11644784.000000 Penalty: 5790.180664
	Iteration 13Q: 3 clusters Score -1.164478e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -11644879.000000 Penalty: 5790.180664
	Iteration 14Q: 3 clusters Score -1.164488e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -11644945.000000 Penalty: 5790.180664
	Iteration 15Q: 3 clusters Score -1.164494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 117120 members 
Entering Unmasked Estep 
Score: -11644975.000000 Penalty: 5790.180664
	Iteration 16Q: 3 clusters Score -1.164498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -11645016.000000 Penalty: 5790.180664
	Iteration 17Q: 3 clusters Score -1.164502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 117137 members 
Entering Unmasked Estep 
Score: -11645021.000000 Penalty: 5790.180664
	Iteration 18Q: 3 clusters Score -1.164502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -11645033.000000 Penalty: 5790.180664
	Iteration 19Q: 3 clusters Score -1.164503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 117145 members 
Entering Unmasked Estep 
Score: -11645029.000000 Penalty: 5790.180664
	Iteration 20F: 3 clusters Score -1.164503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -11645044.000000 Penalty: 5790.180664
	Iteration 21Q: 3 clusters Score -1.164504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 117150 members 
Entering Unmasked Estep 
Score: -11645045.000000 Penalty: 5790.180664
	Iteration 22Q: 3 clusters Score -1.164504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -11645043.000000 Penalty: 5790.180664
	Iteration 23Q: 3 clusters Score -1.164504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 117150 members 
Entering Unmasked Estep 
Score: -11645053.000000 Penalty: 5790.180664
	Iteration 24Q: 3 clusters Score -1.164505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 117153 members 
Entering Unmasked Estep 
Score: -11645044.000000 Penalty: 5790.180664
	Iteration 25Q: 3 clusters Score -1.164504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -11645051.000000 Penalty: 5790.180664
	Iteration 26Q: 3 clusters Score -1.164505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -11645050.000000 Penalty: 5790.180664
	Iteration 27Q: 3 clusters Score -1.164505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 117157 members 
Entering Unmasked Estep 
Score: -11645047.000000 Penalty: 5790.180664
	Iteration 28Q: 3 clusters Score -1.164505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 117159 members 
Entering Unmasked Estep 
Score: -11645049.000000 Penalty: 5790.180664
	Iteration 29Q: 3 clusters Score -1.164505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 117159 members 
Entering Unmasked Estep 
Score: -11645056.000000 Penalty: 5790.180664
	Iteration 30Q: 3 clusters Score -1.164506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 117160 members 
Entering Unmasked Estep 
Score: -11645061.000000 Penalty: 5790.180664
	Iteration 31Q: 3 clusters Score -1.164506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 117160 members 
Entering Unmasked Estep 
Score: -11645061.000000 Penalty: 5790.180664
	Iteration 32F: 3 clusters Score -1.164506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -82089.523438 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -82089.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80278.062500 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -80278.06 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80535.195312 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -80535.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80619.632812 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -80619.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80667.640625 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -80667.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80722.851562 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -80722.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80747.351562 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -80747.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -80760.789062 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -80760.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80767.609375 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -80767.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80770.812500 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -80770.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80776.179688 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -80776.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80783.132812 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -80783.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80788.367188 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -80788.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80788.367188 Penalty: 3358.311768
	Iteration 12F: 3 clusters Score -80788.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37332.261719 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37332.26 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 218 members 
Entering Unmasked Estep 
Score: -35849.007812 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -35849.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35986.699219 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -35986.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36023.867188 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -36023.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36044.269531 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36044.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36052.312500 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36052.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36062.425781 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -36062.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36069.253906 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -36069.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36071.593750 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -36071.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36074.636719 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -36074.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36074.636719 Penalty: 2988.829590
	Iteration 9F: 3 clusters Score -36074.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -38379.234375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -38379.23 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 213 members 
Entering Unmasked Estep 
Score: -36938.394531 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36938.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37070.703125 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -37070.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37117.769531 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -37117.77 nChanged 7
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: -37142.890625 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37142.89 nChanged 4
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: -37153.882812 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37153.88 nChanged 2
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: -37164.066406 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37164.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37170.105469 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37170.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37170.105469 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -37170.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -316511.125000 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -316511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -313003.375000 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -313003.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -313770.468750 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -313770.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314014.093750 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -314014.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -314169.406250 Penalty: 4028.548828
	Iteration 3F: 3 clusters Score -314169.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -314291.187500 Penalty: 4028.548828
	Iteration 4Q: 3 clusters Score -314291.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -314384.406250 Penalty: 4028.548828
	Iteration 5Q: 3 clusters Score -314384.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -314448.781250 Penalty: 4028.548828
	Iteration 6Q: 3 clusters Score -314448.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -314502.906250 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -314502.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -314544.843750 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -314544.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -314582.218750 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -314582.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -314607.906250 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -314607.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -314634.250000 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -314634.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -314654.937500 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -314654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -314670.500000 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -314670.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -314679.093750 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -314679.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -314687.031250 Penalty: 4028.548828
	Iteration 15Q: 3 clusters Score -314687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -314691.812500 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -314691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -314697.687500 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -314697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314699.031250 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -314699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -314701.218750 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -314701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -314702.312500 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -314702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -314703.656250 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -314703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314705.281250 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -314705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314708.156250 Penalty: 4028.548828
	Iteration 23Q: 3 clusters Score -314708.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -314711.218750 Penalty: 4028.548828
	Iteration 24Q: 3 clusters Score -314711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -314714.656250 Penalty: 4028.548828
	Iteration 25Q: 3 clusters Score -314714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -314718.218750 Penalty: 4028.548828
	Iteration 26Q: 3 clusters Score -314718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -314722.187500 Penalty: 4028.548828
	Iteration 27Q: 3 clusters Score -314722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -314726.656250 Penalty: 4028.548828
	Iteration 28Q: 3 clusters Score -314726.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -314730.218750 Penalty: 4028.548828
	Iteration 29Q: 3 clusters Score -314730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -314732.812500 Penalty: 4028.548828
	Iteration 30Q: 3 clusters Score -314732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -314735.562500 Penalty: 4028.548828
	Iteration 31Q: 3 clusters Score -314735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -314737.062500 Penalty: 4028.548828
	Iteration 32Q: 3 clusters Score -314737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -314738.000000 Penalty: 4028.548828
	Iteration 33Q: 3 clusters Score -314738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -314739.156250 Penalty: 4028.548828
	Iteration 34Q: 3 clusters Score -314739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -314739.656250 Penalty: 4028.548828
	Iteration 35Q: 3 clusters Score -314739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -314739.906250 Penalty: 4028.548828
	Iteration 36Q: 3 clusters Score -314739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -314741.093750 Penalty: 4028.548828
	Iteration 37Q: 3 clusters Score -314741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -314741.625000 Penalty: 4028.548828
	Iteration 38Q: 3 clusters Score -314741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -314742.718750 Penalty: 4028.548828
	Iteration 39Q: 3 clusters Score -314742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -314743.906250 Penalty: 4028.548828
	Iteration 40F: 3 clusters Score -314743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -314744.687500 Penalty: 4028.548828
	Iteration 41Q: 3 clusters Score -314744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -314746.281250 Penalty: 4028.548828
	Iteration 42Q: 3 clusters Score -314746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314746.687500 Penalty: 4028.548828
	Iteration 43Q: 3 clusters Score -314746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -314747.125000 Penalty: 4028.548828
	Iteration 44Q: 3 clusters Score -314747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -314747.562500 Penalty: 4028.548828
	Iteration 45Q: 3 clusters Score -314747.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -314747.468750 Penalty: 4028.548828
	Iteration 46Q: 3 clusters Score -314747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314747.875000 Penalty: 4028.548828
	Iteration 47Q: 3 clusters Score -314747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -314748.718750 Penalty: 4028.548828
	Iteration 48Q: 3 clusters Score -314748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -314750.000000 Penalty: 4028.548828
	Iteration 49Q: 3 clusters Score -314750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -314750.125000 Penalty: 4028.548828
	Iteration 50Q: 3 clusters Score -314750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -314750.125000 Penalty: 4028.548828
	Iteration 51F: 3 clusters Score -314750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -75195.531250 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -75195.53 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 384 members 
Entering Unmasked Estep 
Score: -73419.539062 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -73419.54 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73680.890625 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -73680.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73768.820312 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -73768.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73831.859375 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -73831.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73860.296875 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -73860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73881.601562 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -73881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73897.789062 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -73897.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73907.515625 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -73907.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73912.781250 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -73912.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73917.500000 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -73917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73920.679688 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -73920.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73922.445312 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -73922.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73922.445312 Penalty: 3316.187012
	Iteration 12F: 3 clusters Score -73922.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44727 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99241 members 
Mstep: Class 23 contains 74723 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20449 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9053 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91782 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14697 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117448 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139912.000000 Penalty: 200791.921875
Iteration 359Q: 60 clusters Score -8.413991e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9561 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44833 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 55882 members 
Mstep: Class 22 contains 99261 members 
Mstep: Class 23 contains 74732 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20448 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91651 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14696 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117446 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139912.000000 Penalty: 200791.921875
Iteration 360F: 60 clusters Score -8.413991e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 44938 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 55880 members 
Mstep: Class 22 contains 99269 members 
Mstep: Class 23 contains 74744 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20448 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91539 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5647 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14697 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117447 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139840.000000 Penalty: 200791.921875
Iteration 361Q: 60 clusters Score -8.413984e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 45040 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55875 members 
Mstep: Class 22 contains 99283 members 
Mstep: Class 23 contains 74743 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 36645 members 
Mstep: Class 39 contains 91441 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2606 members 
Mstep: Class 50 contains 14698 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117442 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139824.000000 Penalty: 200791.921875
Iteration 362Q: 60 clusters Score -8.413982e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9539 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 45142 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99308 members 
Mstep: Class 23 contains 74744 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20445 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32620 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 36646 members 
Mstep: Class 39 contains 91333 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14700 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117435 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139768.000000 Penalty: 200791.921875
Iteration 363Q: 60 clusters Score -8.413977e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9536 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45233 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29167 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19218 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99320 members 
Mstep: Class 23 contains 74739 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 9640 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32620 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 36646 members 
Mstep: Class 39 contains 91233 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13416 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14877 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14700 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117442 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139736.000000 Penalty: 200791.921875
Iteration 364Q: 60 clusters Score -8.413974e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9528 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45334 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29162 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99324 members 
Mstep: Class 23 contains 74739 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20447 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32619 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33497 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 36647 members 
Mstep: Class 39 contains 91141 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13414 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14701 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117435 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139736.000000 Penalty: 200791.921875
Iteration 365Q: 60 clusters Score -8.413974e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9526 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45432 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29160 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19221 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55883 members 
Mstep: Class 22 contains 99316 members 
Mstep: Class 23 contains 74745 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20448 members 
Mstep: Class 27 contains 9641 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32616 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33495 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9056 members 
Mstep: Class 38 contains 36647 members 
Mstep: Class 39 contains 91047 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13415 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14879 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14703 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117428 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139768.000000 Penalty: 200791.921875
Iteration 366Q: 60 clusters Score -8.413977e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9518 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45545 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29158 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19221 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55881 members 
Mstep: Class 22 contains 99318 members 
Mstep: Class 23 contains 74745 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20446 members 
Mstep: Class 27 contains 9642 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33495 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36648 members 
Mstep: Class 39 contains 90946 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13413 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14879 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14708 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2851 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117422 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139736.000000 Penalty: 200791.921875
Iteration 367Q: 60 clusters Score -8.413974e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9515 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45634 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29160 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55883 members 
Mstep: Class 22 contains 99326 members 
Mstep: Class 23 contains 74752 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20446 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33496 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36648 members 
Mstep: Class 39 contains 90839 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13412 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14879 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14708 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6771 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117419 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 368Q: 60 clusters Score -8.413978e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9513 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45723 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29157 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55886 members 
Mstep: Class 22 contains 99340 members 
Mstep: Class 23 contains 74758 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20445 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36648 members 
Mstep: Class 39 contains 90736 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13412 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14879 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117415 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139768.000000 Penalty: 200791.921875
Iteration 369Q: 60 clusters Score -8.413977e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9512 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45804 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29152 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55889 members 
Mstep: Class 22 contains 99366 members 
Mstep: Class 23 contains 74765 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20443 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7396 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36648 members 
Mstep: Class 39 contains 90633 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13412 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14878 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117411 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139880.000000 Penalty: 200791.921875
Iteration 370Q: 60 clusters Score -8.413988e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9509 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45875 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29152 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 55890 members 
Mstep: Class 22 contains 99383 members 
Mstep: Class 23 contains 74777 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36648 members 
Mstep: Class 39 contains 90542 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14879 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117404 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139904.000000 Penalty: 200791.921875
Iteration 371Q: 60 clusters Score -8.41399e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9508 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 45950 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29149 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 55889 members 
Mstep: Class 22 contains 99404 members 
Mstep: Class 23 contains 74785 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32619 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36647 members 
Mstep: Class 39 contains 90455 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117395 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139840.000000 Penalty: 200791.921875
Iteration 372Q: 60 clusters Score -8.413984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9506 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46019 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29150 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55885 members 
Mstep: Class 22 contains 99424 members 
Mstep: Class 23 contains 74792 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32618 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33501 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36647 members 
Mstep: Class 39 contains 90368 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14708 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117393 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 373Q: 60 clusters Score -8.413985e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9506 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29152 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55885 members 
Mstep: Class 22 contains 99441 members 
Mstep: Class 23 contains 74802 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32619 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36649 members 
Mstep: Class 39 contains 90294 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13406 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14879 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117390 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 374Q: 60 clusters Score -8.413978e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46112 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29153 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55889 members 
Mstep: Class 22 contains 99455 members 
Mstep: Class 23 contains 74806 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9057 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 90228 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13402 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9093 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117388 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 375Q: 60 clusters Score -8.413982e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9503 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46152 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29153 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55887 members 
Mstep: Class 22 contains 99472 members 
Mstep: Class 23 contains 74815 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9056 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 90169 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14710 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117385 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139864.000000 Penalty: 200791.921875
Iteration 376Q: 60 clusters Score -8.413986e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46203 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29153 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13180 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55885 members 
Mstep: Class 22 contains 99478 members 
Mstep: Class 23 contains 74818 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9057 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 90117 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117383 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139800.000000 Penalty: 200791.921875
Iteration 377Q: 60 clusters Score -8.41398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46258 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 29153 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55885 members 
Mstep: Class 22 contains 99494 members 
Mstep: Class 23 contains 74818 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9057 members 
Mstep: Class 38 contains 36653 members 
Mstep: Class 39 contains 90047 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14710 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117381 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139792.000000 Penalty: 200791.921875
Iteration 378Q: 60 clusters Score -8.413979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46321 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29156 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99511 members 
Mstep: Class 23 contains 74816 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32623 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9057 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89976 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14710 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117375 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 379Q: 60 clusters Score -8.413982e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46381 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29157 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99509 members 
Mstep: Class 23 contains 74821 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9645 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32624 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9057 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89914 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14710 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117370 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139832.000000 Penalty: 200791.921875
Iteration 380F: 60 clusters Score -8.413983e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46440 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29157 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99508 members 
Mstep: Class 23 contains 74821 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32625 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89863 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13400 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14711 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117363 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139840.000000 Penalty: 200791.921875
Iteration 381Q: 60 clusters Score -8.413984e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 46495 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29156 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99527 members 
Mstep: Class 23 contains 74821 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 9647 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32624 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89794 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13398 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9094 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14712 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117361 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139944.000000 Penalty: 200791.921875
Iteration 382Q: 60 clusters Score -8.413994e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46546 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29155 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99541 members 
Mstep: Class 23 contains 74828 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 9647 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32624 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3039 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89728 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13398 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9093 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14711 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117358 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139880.000000 Penalty: 200791.921875
Iteration 383Q: 60 clusters Score -8.413988e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46594 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29152 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99544 members 
Mstep: Class 23 contains 74839 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20441 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32625 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89673 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13398 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14709 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117355 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139840.000000 Penalty: 200791.921875
Iteration 384Q: 60 clusters Score -8.413984e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46639 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 29150 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55867 members 
Mstep: Class 22 contains 99552 members 
Mstep: Class 23 contains 74846 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32625 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 89619 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13399 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14711 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117353 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139896.000000 Penalty: 200791.921875
Iteration 385Q: 60 clusters Score -8.41399e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46687 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29145 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19220 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55861 members 
Mstep: Class 22 contains 99567 members 
Mstep: Class 23 contains 74852 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20692 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32625 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9059 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 89560 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14713 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117352 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 386Q: 60 clusters Score -8.413978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9492 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46734 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29141 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19222 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55858 members 
Mstep: Class 22 contains 99579 members 
Mstep: Class 23 contains 74860 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20439 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32627 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9060 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89504 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13400 members 
Mstep: Class 44 contains 5646 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14714 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6770 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117348 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139920.000000 Penalty: 200791.921875
Iteration 387Q: 60 clusters Score -8.413992e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9490 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46772 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29137 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19225 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99589 members 
Mstep: Class 23 contains 74866 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32629 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9061 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 89455 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14716 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117350 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139912.000000 Penalty: 200791.921875
Iteration 388Q: 60 clusters Score -8.413991e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46814 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29135 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55855 members 
Mstep: Class 22 contains 99596 members 
Mstep: Class 23 contains 74866 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9647 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32629 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9061 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 89413 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13400 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14716 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117346 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139856.000000 Penalty: 200791.921875
Iteration 389Q: 60 clusters Score -8.413986e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46846 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29131 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55857 members 
Mstep: Class 22 contains 99600 members 
Mstep: Class 23 contains 74868 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9649 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9061 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89375 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13401 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14718 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139904.000000 Penalty: 200791.921875
Iteration 390Q: 60 clusters Score -8.41399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46874 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29125 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55859 members 
Mstep: Class 22 contains 99604 members 
Mstep: Class 23 contains 74871 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33498 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9061 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89339 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14719 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139920.000000 Penalty: 200791.921875
Iteration 391Q: 60 clusters Score -8.413992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29121 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55862 members 
Mstep: Class 22 contains 99609 members 
Mstep: Class 23 contains 74872 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33500 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9062 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89306 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13404 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14719 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139904.000000 Penalty: 200791.921875
Iteration 392Q: 60 clusters Score -8.41399e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46918 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29119 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55862 members 
Mstep: Class 22 contains 99615 members 
Mstep: Class 23 contains 74876 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32629 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9063 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89278 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14719 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117346 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 393Q: 60 clusters Score -8.413985e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46954 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29111 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55865 members 
Mstep: Class 22 contains 99617 members 
Mstep: Class 23 contains 74876 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32628 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33501 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9065 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89244 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14720 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139776.000000 Penalty: 200791.921875
Iteration 394Q: 60 clusters Score -8.413978e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 46989 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29106 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55862 members 
Mstep: Class 22 contains 99623 members 
Mstep: Class 23 contains 74885 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32627 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33501 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9068 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89208 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14719 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117341 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 395Q: 60 clusters Score -8.413978e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47027 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29102 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19226 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55862 members 
Mstep: Class 22 contains 99628 members 
Mstep: Class 23 contains 74891 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32626 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33504 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9068 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89163 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14718 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117341 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139792.000000 Penalty: 200791.921875
Iteration 396Q: 60 clusters Score -8.413979e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9483 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47058 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29101 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19227 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55859 members 
Mstep: Class 22 contains 99637 members 
Mstep: Class 23 contains 74895 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32625 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33504 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 89122 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14719 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139800.000000 Penalty: 200791.921875
Iteration 397Q: 60 clusters Score -8.41398e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9480 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47091 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29100 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55857 members 
Mstep: Class 22 contains 99646 members 
Mstep: Class 23 contains 74897 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32623 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89079 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14721 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117346 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 398Q: 60 clusters Score -8.413982e+07 nChanged 55
Entering ConstructFrom: 
Score: -84139816.000000 Penalty: 200791.921875
Entering ConstructFrom: 
Trying to split cluster 1 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -29651.763672 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -29651.76 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 206 members 
Entering Unmasked Estep 
Score: -28381.001953 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -28381 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28577.773438 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -28577.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28659.802734 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -28659.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28690.119141 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -28690.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28708.173828 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -28708.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28732.984375 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -28732.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28741.027344 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -28741.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28755.726562 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -28755.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28769.130859 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -28769.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28775.998047 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -28776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28778.261719 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -28778.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28782.855469 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -28782.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28784.097656 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -28784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28784.097656 Penalty: 2960.479004
	Iteration 13F: 3 clusters Score -28784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -339405.593750 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -339405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -335465.718750 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -335465.7 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -336417.468750 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -336417.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -336630.937500 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -336630.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -336916.093750 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -336916.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -337335.187500 Penalty: 4122.453613
	Iteration 4F: 3 clusters Score -337335.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -337644.406250 Penalty: 4122.453613
	Iteration 5F: 3 clusters Score -337644.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -337868.781250 Penalty: 4122.453613
	Iteration 6F: 3 clusters Score -337868.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -338056.968750 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -338057 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -338228.656250 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -338228.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -338397.625000 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -338397.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -338570.937500 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -338570.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -338744.593750 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -338744.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -338917.468750 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -338917.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -339071.468750 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -339071.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -339202.437500 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -339202.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -339328.843750 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -339328.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -339437.906250 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -339437.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -339530.500000 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -339530.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -339594.812500 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -339594.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -339622.937500 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -339622.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -339640.656250 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -339640.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -339652.437500 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -339652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -339661.687500 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -339661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -339673.406250 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -339673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -339676.093750 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -339676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -339677.500000 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -339677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -339680.156250 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -339680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -339683.062500 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -339683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -339686.750000 Penalty: 4122.453613
	Iteration 28Q: 3 clusters Score -339686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -339689.468750 Penalty: 4122.453613
	Iteration 29Q: 3 clusters Score -339689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -339691.343750 Penalty: 4122.453613
	Iteration 30Q: 3 clusters Score -339691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -339691.781250 Penalty: 4122.453613
	Iteration 31Q: 3 clusters Score -339691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -339692.531250 Penalty: 4122.453613
	Iteration 32Q: 3 clusters Score -339692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -339693.500000 Penalty: 4122.453613
	Iteration 33Q: 3 clusters Score -339693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -339695.875000 Penalty: 4122.453613
	Iteration 34Q: 3 clusters Score -339695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -339698.625000 Penalty: 4122.453613
	Iteration 35Q: 3 clusters Score -339698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -339703.656250 Penalty: 4122.453613
	Iteration 36Q: 3 clusters Score -339703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -339711.875000 Penalty: 4122.453613
	Iteration 37Q: 3 clusters Score -339711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -339716.437500 Penalty: 4122.453613
	Iteration 38Q: 3 clusters Score -339716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -339722.531250 Penalty: 4122.453613
	Iteration 39Q: 3 clusters Score -339722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -339731.718750 Penalty: 4122.453613
	Iteration 40F: 3 clusters Score -339731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -339741.031250 Penalty: 4122.453613
	Iteration 41Q: 3 clusters Score -339741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -339754.031250 Penalty: 4122.453613
	Iteration 42Q: 3 clusters Score -339754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -339766.281250 Penalty: 4122.453613
	Iteration 43Q: 3 clusters Score -339766.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -339775.843750 Penalty: 4122.453613
	Iteration 44Q: 3 clusters Score -339775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -339784.187500 Penalty: 4122.453613
	Iteration 45Q: 3 clusters Score -339784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -339794.593750 Penalty: 4122.453613
	Iteration 46Q: 3 clusters Score -339794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -339806.281250 Penalty: 4122.453613
	Iteration 47Q: 3 clusters Score -339806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -339816.437500 Penalty: 4122.453613
	Iteration 48Q: 3 clusters Score -339816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -339817.843750 Penalty: 4122.453613
	Iteration 49Q: 3 clusters Score -339817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -339823.218750 Penalty: 4122.453613
	Iteration 50Q: 3 clusters Score -339823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -339833.937500 Penalty: 4122.453613
	Iteration 51Q: 3 clusters Score -339833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -339837.312500 Penalty: 4122.453613
	Iteration 52Q: 3 clusters Score -339837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -339843.187500 Penalty: 4122.453613
	Iteration 53Q: 3 clusters Score -339843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -339855.343750 Penalty: 4122.453613
	Iteration 54Q: 3 clusters Score -339855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -339869.625000 Penalty: 4122.453613
	Iteration 55Q: 3 clusters Score -339869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -339885.718750 Penalty: 4122.453613
	Iteration 56Q: 3 clusters Score -339885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -339910.062500 Penalty: 4122.453613
	Iteration 57Q: 3 clusters Score -339910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -339930.656250 Penalty: 4122.453613
	Iteration 58Q: 3 clusters Score -339930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -339948.843750 Penalty: 4122.453613
	Iteration 59Q: 3 clusters Score -339948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -339970.031250 Penalty: 4122.453613
	Iteration 60F: 3 clusters Score -339970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -339990.531250 Penalty: 4122.453613
	Iteration 61Q: 3 clusters Score -339990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -340010.812500 Penalty: 4122.453613
	Iteration 62Q: 3 clusters Score -340010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -340017.531250 Penalty: 4122.453613
	Iteration 63Q: 3 clusters Score -340017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -340019.781250 Penalty: 4122.453613
	Iteration 64Q: 3 clusters Score -340019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -340019.781250 Penalty: 4122.453613
	Iteration 65F: 3 clusters Score -340019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3500 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47115 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29097 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 74897 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89048 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 570 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139112.000000 Penalty: 204195.187500
Splitting cluster 2 changes total score from -84139816.000000 to -84139112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Entering Unmasked Estep 
Score: -935872.687500 Penalty: 2270.894775
	Iteration 0F: 2 clusters Score -935872.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -928571.062500 Penalty: 4541.789551
	Iteration 0F: 3 clusters Score -928571.1 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -930573.875000 Penalty: 4541.789551
	Iteration 1F: 3 clusters Score -930573.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -930821.062500 Penalty: 4541.789551
	Iteration 2F: 3 clusters Score -930821.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -930999.687500 Penalty: 4541.789551
	Iteration 3Q: 3 clusters Score -930999.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -931151.062500 Penalty: 4541.789551
	Iteration 4Q: 3 clusters Score -931151.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -931282.187500 Penalty: 4541.789551
	Iteration 5Q: 3 clusters Score -931282.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -931393.812500 Penalty: 4541.789551
	Iteration 6Q: 3 clusters Score -931393.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -931507.750000 Penalty: 4541.789551
	Iteration 7Q: 3 clusters Score -931507.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -931636.437500 Penalty: 4541.789551
	Iteration 8Q: 3 clusters Score -931636.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -931813.000000 Penalty: 4541.789551
	Iteration 9Q: 3 clusters Score -931813 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -932020.687500 Penalty: 4541.789551
	Iteration 10Q: 3 clusters Score -932020.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -932315.312500 Penalty: 4541.789551
	Iteration 11Q: 3 clusters Score -932315.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -932630.000000 Penalty: 4541.789551
	Iteration 12Q: 3 clusters Score -932630 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -932978.625000 Penalty: 4541.789551
	Iteration 13Q: 3 clusters Score -932978.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -933289.312500 Penalty: 4541.789551
	Iteration 14Q: 3 clusters Score -933289.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -933574.625000 Penalty: 4541.789551
	Iteration 15Q: 3 clusters Score -933574.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -933893.750000 Penalty: 4541.789551
	Iteration 16Q: 3 clusters Score -933893.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -934291.125000 Penalty: 4541.789551
	Iteration 17Q: 3 clusters Score -934291.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -934633.250000 Penalty: 4541.789551
	Iteration 18Q: 3 clusters Score -934633.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -934833.812500 Penalty: 4541.789551
	Iteration 19Q: 3 clusters Score -934833.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -934972.625000 Penalty: 4541.789551
	Iteration 20F: 3 clusters Score -934972.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -935025.687500 Penalty: 4541.789551
	Iteration 21Q: 3 clusters Score -935025.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -935039.187500 Penalty: 4541.789551
	Iteration 22Q: 3 clusters Score -935039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -935045.187500 Penalty: 4541.789551
	Iteration 23Q: 3 clusters Score -935045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -935045.625000 Penalty: 4541.789551
	Iteration 24Q: 3 clusters Score -935045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -935049.250000 Penalty: 4541.789551
	Iteration 25Q: 3 clusters Score -935049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -935049.937500 Penalty: 4541.789551
	Iteration 26Q: 3 clusters Score -935049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -935051.687500 Penalty: 4541.789551
	Iteration 27Q: 3 clusters Score -935051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -935051.062500 Penalty: 4541.789551
	Iteration 28Q: 3 clusters Score -935051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -935051.062500 Penalty: 4541.789551
	Iteration 29F: 3 clusters Score -935051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Entering Unmasked Estep 
Score: -1161985.125000 Penalty: 2322.443359
	Iteration 0F: 2 clusters Score -1161985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1153271.125000 Penalty: 4644.886719
	Iteration 0F: 3 clusters Score -1153271 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1155828.875000 Penalty: 4644.886719
	Iteration 1F: 3 clusters Score -1155829 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1156131.875000 Penalty: 4644.886719
	Iteration 2F: 3 clusters Score -1156132 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1156400.125000 Penalty: 4644.886719
	Iteration 3Q: 3 clusters Score -1156400 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1156747.625000 Penalty: 4644.886719
	Iteration 4Q: 3 clusters Score -1156748 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1157229.875000 Penalty: 4644.886719
	Iteration 5F: 3 clusters Score -1157230 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1157828.625000 Penalty: 4644.886719
	Iteration 6F: 3 clusters Score -1157829 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1158479.250000 Penalty: 4644.886719
	Iteration 7F: 3 clusters Score -1158479 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1159128.625000 Penalty: 4644.886719
	Iteration 8F: 3 clusters Score -1159129 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1159586.125000 Penalty: 4644.886719
	Iteration 9F: 3 clusters Score -1159586 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1159870.250000 Penalty: 4644.886719
	Iteration 10Q: 3 clusters Score -1159870 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1160034.500000 Penalty: 4644.886719
	Iteration 11Q: 3 clusters Score -1160034 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1160128.125000 Penalty: 4644.886719
	Iteration 12Q: 3 clusters Score -1160128 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1160179.000000 Penalty: 4644.886719
	Iteration 13Q: 3 clusters Score -1160179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1160208.125000 Penalty: 4644.886719
	Iteration 14Q: 3 clusters Score -1160208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1160220.875000 Penalty: 4644.886719
	Iteration 15Q: 3 clusters Score -1160221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1160231.125000 Penalty: 4644.886719
	Iteration 16Q: 3 clusters Score -1160231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1160238.250000 Penalty: 4644.886719
	Iteration 17Q: 3 clusters Score -1160238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1160238.125000 Penalty: 4644.886719
	Iteration 18Q: 3 clusters Score -1160238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1160236.250000 Penalty: 4644.886719
	Iteration 19Q: 3 clusters Score -1160236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1160240.500000 Penalty: 4644.886719
	Iteration 20F: 3 clusters Score -1160240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1160241.500000 Penalty: 4644.886719
	Iteration 21Q: 3 clusters Score -1160242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1160238.875000 Penalty: 4644.886719
	Iteration 22Q: 3 clusters Score -1160239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1160240.125000 Penalty: 4644.886719
	Iteration 23Q: 3 clusters Score -1160240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1160243.000000 Penalty: 4644.886719
	Iteration 24Q: 3 clusters Score -1160243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1160244.125000 Penalty: 4644.886719
	Iteration 25Q: 3 clusters Score -1160244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1160243.875000 Penalty: 4644.886719
	Iteration 26Q: 3 clusters Score -1160244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1160243.125000 Penalty: 4644.886719
	Iteration 27Q: 3 clusters Score -1160243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1160243.750000 Penalty: 4644.886719
	Iteration 28Q: 3 clusters Score -1160244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1160243.750000 Penalty: 4644.886719
	Iteration 29F: 3 clusters Score -1160244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -265750.250000 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -265750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -262397.531250 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -262397.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -263153.000000 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -263153 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -263346.968750 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -263347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -263484.312500 Penalty: 3995.987793
	Iteration 3F: 3 clusters Score -263484.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263637.500000 Penalty: 3995.987793
	Iteration 4Q: 3 clusters Score -263637.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -263809.406250 Penalty: 3995.987793
	Iteration 5Q: 3 clusters Score -263809.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -263981.468750 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -263981.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264109.218750 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -264109.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -264209.406250 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -264209.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -264323.281250 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -264323.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -264434.656250 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -264434.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -264541.656250 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -264541.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -264672.781250 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -264672.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -264766.187500 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -264766.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -264835.250000 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -264835.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -264876.906250 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -264876.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -264909.718750 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -264909.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -264936.781250 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -264936.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -264958.968750 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -264959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -264980.093750 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -264980.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -264990.093750 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -264990.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -264997.875000 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -264997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -265006.312500 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -265006.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -265016.562500 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -265016.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -265023.437500 Penalty: 3995.987793
	Iteration 24Q: 3 clusters Score -265023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -265029.093750 Penalty: 3995.987793
	Iteration 25Q: 3 clusters Score -265029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -265031.000000 Penalty: 3995.987793
	Iteration 26Q: 3 clusters Score -265031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -265035.406250 Penalty: 3995.987793
	Iteration 27Q: 3 clusters Score -265035.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -265037.750000 Penalty: 3995.987793
	Iteration 28Q: 3 clusters Score -265037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265043.875000 Penalty: 3995.987793
	Iteration 29Q: 3 clusters Score -265043.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -265049.250000 Penalty: 3995.987793
	Iteration 30Q: 3 clusters Score -265049.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -265057.343750 Penalty: 3995.987793
	Iteration 31Q: 3 clusters Score -265057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -265062.187500 Penalty: 3995.987793
	Iteration 32Q: 3 clusters Score -265062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -265066.187500 Penalty: 3995.987793
	Iteration 33Q: 3 clusters Score -265066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -265068.125000 Penalty: 3995.987793
	Iteration 34Q: 3 clusters Score -265068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265068.218750 Penalty: 3995.987793
	Iteration 35Q: 3 clusters Score -265068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -265069.937500 Penalty: 3995.987793
	Iteration 36Q: 3 clusters Score -265069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -265070.718750 Penalty: 3995.987793
	Iteration 37Q: 3 clusters Score -265070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -265072.781250 Penalty: 3995.987793
	Iteration 38Q: 3 clusters Score -265072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -265074.656250 Penalty: 3995.987793
	Iteration 39Q: 3 clusters Score -265074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -265075.593750 Penalty: 3995.987793
	Iteration 40F: 3 clusters Score -265075.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Entering Unmasked Estep 
Score: -4696785.500000 Penalty: 2668.565918
	Iteration 0F: 2 clusters Score -4696786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4665242.000000 Penalty: 5337.131836
	Iteration 0F: 3 clusters Score -4665242 nChanged 21547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4677254.000000 Penalty: 5337.131836
	Iteration 1F: 3 clusters Score -4677254 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -4678021.000000 Penalty: 5337.131836
	Iteration 2Q: 3 clusters Score -4678021 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4678979.000000 Penalty: 5337.131836
	Iteration 3Q: 3 clusters Score -4678979 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4680405.000000 Penalty: 5337.131836
	Iteration 4F: 3 clusters Score -4680405 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4682410.000000 Penalty: 5337.131836
	Iteration 5F: 3 clusters Score -4682410 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -4685146.500000 Penalty: 5337.131836
	Iteration 6F: 3 clusters Score -4685146 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -4688113.500000 Penalty: 5337.131836
	Iteration 7F: 3 clusters Score -4688114 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -4690704.500000 Penalty: 5337.131836
	Iteration 8F: 3 clusters Score -4690704 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -4692558.500000 Penalty: 5337.131836
	Iteration 9Q: 3 clusters Score -4692558 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -4693531.000000 Penalty: 5337.131836
	Iteration 10Q: 3 clusters Score -4693531 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -4693951.000000 Penalty: 5337.131836
	Iteration 11Q: 3 clusters Score -4693951 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -4694154.500000 Penalty: 5337.131836
	Iteration 12Q: 3 clusters Score -4694154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -4694239.500000 Penalty: 5337.131836
	Iteration 13Q: 3 clusters Score -4694240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -4694310.500000 Penalty: 5337.131836
	Iteration 14Q: 3 clusters Score -4694310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -4694352.000000 Penalty: 5337.131836
	Iteration 15Q: 3 clusters Score -4694352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -4694367.500000 Penalty: 5337.131836
	Iteration 16Q: 3 clusters Score -4694368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -4694383.000000 Penalty: 5337.131836
	Iteration 17Q: 3 clusters Score -4694383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -4694390.000000 Penalty: 5337.131836
	Iteration 18Q: 3 clusters Score -4694390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -4694394.000000 Penalty: 5337.131836
	Iteration 19Q: 3 clusters Score -4694394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -4694397.000000 Penalty: 5337.131836
	Iteration 20F: 3 clusters Score -4694397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -4694404.500000 Penalty: 5337.131836
	Iteration 21Q: 3 clusters Score -4694404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -4694404.500000 Penalty: 5337.131836
	Iteration 22F: 3 clusters Score -4694404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -230862.703125 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -230862.7 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 1251 members 
Entering Unmasked Estep 
Score: -227929.703125 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -227929.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -228469.890625 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -228469.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228627.171875 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -228627.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228725.750000 Penalty: 3870.908691
	Iteration 3Q: 3 clusters Score -228725.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -228788.531250 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -228788.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -228816.718750 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -228816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -228839.890625 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -228839.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228858.015625 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -228858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -228876.328125 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -228876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -228892.859375 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -228892.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -228915.984375 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -228916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -228937.734375 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -228937.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -228953.750000 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -228953.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -228963.484375 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -228963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -228973.406250 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -228973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228981.531250 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -228981.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -228989.750000 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -228989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -228993.156250 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -228993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -228995.750000 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -228995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -229000.796875 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -229000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -229002.921875 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -229002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -229006.515625 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -229006.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -229007.562500 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -229007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -229009.703125 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -229009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -229011.203125 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -229011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -229012.140625 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -229012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -229014.875000 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -229014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -229016.546875 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -229016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -229018.390625 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -229018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -229020.796875 Penalty: 3870.908691
	Iteration 29Q: 3 clusters Score -229020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -229021.968750 Penalty: 3870.908691
	Iteration 30Q: 3 clusters Score -229022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -229022.500000 Penalty: 3870.908691
	Iteration 31Q: 3 clusters Score -229022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229022.687500 Penalty: 3870.908691
	Iteration 32Q: 3 clusters Score -229022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229022.687500 Penalty: 3870.908691
	Iteration 33F: 3 clusters Score -229022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -49047.101562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -49047.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47489.628906 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -47489.63 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47668.250000 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -47668.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47739.820312 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -47739.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47768.312500 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -47768.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47804.171875 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -47804.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47842.777344 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -47842.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47868.777344 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -47868.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47890.292969 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -47890.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47900.316406 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -47900.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47914.480469 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -47914.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47920.488281 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -47920.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47927.183594 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -47927.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47930.125000 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -47930.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47934.429688 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -47934.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47942.406250 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -47942.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47944.015625 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -47944.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47945.820312 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -47945.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47945.820312 Penalty: 3131.519775
	Iteration 17F: 3 clusters Score -47945.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -347940.812500 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -347940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -344148.031250 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -344148 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345076.250000 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -345076.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -345428.906250 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -345428.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -345741.000000 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -345741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -346022.562500 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -346022.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -346266.531250 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -346266.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -346455.750000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -346455.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -346596.218750 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -346596.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -346695.406250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -346695.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -346759.375000 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -346759.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -346814.718750 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -346814.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -346844.218750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -346844.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -346861.250000 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -346861.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -346876.781250 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -346876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -346889.281250 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -346889.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -346900.875000 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -346900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -346906.906250 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -346906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -346914.937500 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -346914.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -346923.531250 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -346923.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -346929.468750 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -346929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -346932.468750 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -346932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -346935.687500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -346935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -346937.656250 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -346937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -346939.187500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -346939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -346941.187500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -346941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -346941.812500 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -346941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -346941.687500 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -346941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -346942.531250 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -346942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -346942.968750 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -346943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -346943.781250 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -346943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -346945.625000 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -346945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -346945.625000 Penalty: 4093.471680
	Iteration 31F: 3 clusters Score -346945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -266620.187500 Penalty: 1982.501465
	Iteration 0F: 2 clusters Score -266620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -263371.593750 Penalty: 3965.002930
	Iteration 0F: 3 clusters Score -263371.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -264009.125000 Penalty: 3965.002930
	Iteration 1F: 3 clusters Score -264009.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264189.218750 Penalty: 3965.002930
	Iteration 2F: 3 clusters Score -264189.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -264277.000000 Penalty: 3965.002930
	Iteration 3Q: 3 clusters Score -264277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -264336.156250 Penalty: 3965.002930
	Iteration 4Q: 3 clusters Score -264336.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -264381.093750 Penalty: 3965.002930
	Iteration 5Q: 3 clusters Score -264381.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -264425.062500 Penalty: 3965.002930
	Iteration 6Q: 3 clusters Score -264425.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -264454.625000 Penalty: 3965.002930
	Iteration 7Q: 3 clusters Score -264454.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -264491.937500 Penalty: 3965.002930
	Iteration 8Q: 3 clusters Score -264491.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -264526.093750 Penalty: 3965.002930
	Iteration 9Q: 3 clusters Score -264526.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -264549.468750 Penalty: 3965.002930
	Iteration 10Q: 3 clusters Score -264549.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -264565.250000 Penalty: 3965.002930
	Iteration 11Q: 3 clusters Score -264565.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -264582.593750 Penalty: 3965.002930
	Iteration 12Q: 3 clusters Score -264582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -264594.937500 Penalty: 3965.002930
	Iteration 13Q: 3 clusters Score -264594.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -264607.437500 Penalty: 3965.002930
	Iteration 14Q: 3 clusters Score -264607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -264628.531250 Penalty: 3965.002930
	Iteration 15Q: 3 clusters Score -264628.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264652.937500 Penalty: 3965.002930
	Iteration 16Q: 3 clusters Score -264652.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -264671.062500 Penalty: 3965.002930
	Iteration 17Q: 3 clusters Score -264671.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -264691.218750 Penalty: 3965.002930
	Iteration 18Q: 3 clusters Score -264691.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264718.468750 Penalty: 3965.002930
	Iteration 19Q: 3 clusters Score -264718.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -264752.062500 Penalty: 3965.002930
	Iteration 20F: 3 clusters Score -264752.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -264777.593750 Penalty: 3965.002930
	Iteration 21Q: 3 clusters Score -264777.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -264802.625000 Penalty: 3965.002930
	Iteration 22Q: 3 clusters Score -264802.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -264821.218750 Penalty: 3965.002930
	Iteration 23Q: 3 clusters Score -264821.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -264842.281250 Penalty: 3965.002930
	Iteration 24Q: 3 clusters Score -264842.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264867.437500 Penalty: 3965.002930
	Iteration 25Q: 3 clusters Score -264867.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -264893.718750 Penalty: 3965.002930
	Iteration 26Q: 3 clusters Score -264893.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -264915.562500 Penalty: 3965.002930
	Iteration 27Q: 3 clusters Score -264915.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -264939.687500 Penalty: 3965.002930
	Iteration 28Q: 3 clusters Score -264939.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264962.875000 Penalty: 3965.002930
	Iteration 29Q: 3 clusters Score -264962.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -264981.375000 Penalty: 3965.002930
	Iteration 30Q: 3 clusters Score -264981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264994.312500 Penalty: 3965.002930
	Iteration 31Q: 3 clusters Score -264994.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265004.750000 Penalty: 3965.002930
	Iteration 32Q: 3 clusters Score -265004.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -265017.156250 Penalty: 3965.002930
	Iteration 33Q: 3 clusters Score -265017.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -265028.281250 Penalty: 3965.002930
	Iteration 34Q: 3 clusters Score -265028.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -265035.187500 Penalty: 3965.002930
	Iteration 35Q: 3 clusters Score -265035.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -265042.093750 Penalty: 3965.002930
	Iteration 36Q: 3 clusters Score -265042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265051.187500 Penalty: 3965.002930
	Iteration 37Q: 3 clusters Score -265051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -265058.156250 Penalty: 3965.002930
	Iteration 38Q: 3 clusters Score -265058.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -265066.093750 Penalty: 3965.002930
	Iteration 39Q: 3 clusters Score -265066.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -265072.843750 Penalty: 3965.002930
	Iteration 40F: 3 clusters Score -265072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -265081.093750 Penalty: 3965.002930
	Iteration 41Q: 3 clusters Score -265081.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265100.562500 Penalty: 3965.002930
	Iteration 42Q: 3 clusters Score -265100.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -265115.687500 Penalty: 3965.002930
	Iteration 43Q: 3 clusters Score -265115.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -265133.281250 Penalty: 3965.002930
	Iteration 44Q: 3 clusters Score -265133.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -265148.125000 Penalty: 3965.002930
	Iteration 45Q: 3 clusters Score -265148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -265160.781250 Penalty: 3965.002930
	Iteration 46Q: 3 clusters Score -265160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265173.562500 Penalty: 3965.002930
	Iteration 47Q: 3 clusters Score -265173.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -265184.125000 Penalty: 3965.002930
	Iteration 48Q: 3 clusters Score -265184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -265194.437500 Penalty: 3965.002930
	Iteration 49Q: 3 clusters Score -265194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -265208.750000 Penalty: 3965.002930
	Iteration 50Q: 3 clusters Score -265208.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -265219.500000 Penalty: 3965.002930
	Iteration 51Q: 3 clusters Score -265219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -265226.843750 Penalty: 3965.002930
	Iteration 52Q: 3 clusters Score -265226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -265234.406250 Penalty: 3965.002930
	Iteration 53Q: 3 clusters Score -265234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -265246.156250 Penalty: 3965.002930
	Iteration 54Q: 3 clusters Score -265246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -265252.468750 Penalty: 3965.002930
	Iteration 55Q: 3 clusters Score -265252.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -265260.437500 Penalty: 3965.002930
	Iteration 56Q: 3 clusters Score -265260.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -265266.312500 Penalty: 3965.002930
	Iteration 57Q: 3 clusters Score -265266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -265268.500000 Penalty: 3965.002930
	Iteration 58Q: 3 clusters Score -265268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -265269.656250 Penalty: 3965.002930
	Iteration 59Q: 3 clusters Score -265269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -265273.500000 Penalty: 3965.002930
	Iteration 60F: 3 clusters Score -265273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -265276.093750 Penalty: 3965.002930
	Iteration 61Q: 3 clusters Score -265276.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -265279.125000 Penalty: 3965.002930
	Iteration 62Q: 3 clusters Score -265279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -265283.625000 Penalty: 3965.002930
	Iteration 63Q: 3 clusters Score -265283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -265289.718750 Penalty: 3965.002930
	Iteration 64Q: 3 clusters Score -265289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -265292.218750 Penalty: 3965.002930
	Iteration 65Q: 3 clusters Score -265292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -265292.968750 Penalty: 3965.002930
	Iteration 66Q: 3 clusters Score -265293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -265292.968750 Penalty: 3965.002930
	Iteration 67F: 3 clusters Score -265293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Entering Unmasked Estep 
Score: -2717041.500000 Penalty: 2549.040771
	Iteration 0F: 2 clusters Score -2717042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2697213.250000 Penalty: 5098.081543
	Iteration 0F: 3 clusters Score -2697213 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2704356.500000 Penalty: 5098.081543
	Iteration 1F: 3 clusters Score -2704356 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2705029.750000 Penalty: 5098.081543
	Iteration 2F: 3 clusters Score -2705030 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2705801.750000 Penalty: 5098.081543
	Iteration 3F: 3 clusters Score -2705802 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2706835.250000 Penalty: 5098.081543
	Iteration 4F: 3 clusters Score -2706835 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2708194.750000 Penalty: 5098.081543
	Iteration 5F: 3 clusters Score -2708195 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2709598.000000 Penalty: 5098.081543
	Iteration 6F: 3 clusters Score -2709598 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2710737.000000 Penalty: 5098.081543
	Iteration 7F: 3 clusters Score -2710737 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2711517.500000 Penalty: 5098.081543
	Iteration 8Q: 3 clusters Score -2711518 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2712049.000000 Penalty: 5098.081543
	Iteration 9Q: 3 clusters Score -2712049 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2712480.750000 Penalty: 5098.081543
	Iteration 10Q: 3 clusters Score -2712481 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2712878.750000 Penalty: 5098.081543
	Iteration 11Q: 3 clusters Score -2712879 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2713188.750000 Penalty: 5098.081543
	Iteration 12Q: 3 clusters Score -2713189 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2713383.250000 Penalty: 5098.081543
	Iteration 13Q: 3 clusters Score -2713383 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2713528.000000 Penalty: 5098.081543
	Iteration 14Q: 3 clusters Score -2713528 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2713604.500000 Penalty: 5098.081543
	Iteration 15Q: 3 clusters Score -2713604 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2713662.000000 Penalty: 5098.081543
	Iteration 16Q: 3 clusters Score -2713662 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2713704.000000 Penalty: 5098.081543
	Iteration 17Q: 3 clusters Score -2713704 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2713726.000000 Penalty: 5098.081543
	Iteration 18Q: 3 clusters Score -2713726 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2713762.500000 Penalty: 5098.081543
	Iteration 19Q: 3 clusters Score -2713762 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2713790.250000 Penalty: 5098.081543
	Iteration 20F: 3 clusters Score -2713790 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2713799.750000 Penalty: 5098.081543
	Iteration 21Q: 3 clusters Score -2713800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2713802.500000 Penalty: 5098.081543
	Iteration 22Q: 3 clusters Score -2713802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2713821.500000 Penalty: 5098.081543
	Iteration 23Q: 3 clusters Score -2713822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2713815.250000 Penalty: 5098.081543
	Iteration 24Q: 3 clusters Score -2713815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2713822.000000 Penalty: 5098.081543
	Iteration 25Q: 3 clusters Score -2713822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2713822.750000 Penalty: 5098.081543
	Iteration 26Q: 3 clusters Score -2713823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2713816.250000 Penalty: 5098.081543
	Iteration 27Q: 3 clusters Score -2713816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2713814.000000 Penalty: 5098.081543
	Iteration 28Q: 3 clusters Score -2713814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2713823.750000 Penalty: 5098.081543
	Iteration 29Q: 3 clusters Score -2713824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2713827.250000 Penalty: 5098.081543
	Iteration 30Q: 3 clusters Score -2713827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2713827.000000 Penalty: 5098.081543
	Iteration 31Q: 3 clusters Score -2713827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2713838.500000 Penalty: 5098.081543
	Iteration 32Q: 3 clusters Score -2713838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2713836.000000 Penalty: 5098.081543
	Iteration 33Q: 3 clusters Score -2713836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2713839.500000 Penalty: 5098.081543
	Iteration 34Q: 3 clusters Score -2713840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2713833.500000 Penalty: 5098.081543
	Iteration 35Q: 3 clusters Score -2713834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2713836.500000 Penalty: 5098.081543
	Iteration 36Q: 3 clusters Score -2713836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2713843.000000 Penalty: 5098.081543
	Iteration 37Q: 3 clusters Score -2713843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2713843.000000 Penalty: 5098.081543
	Iteration 38Q: 3 clusters Score -2713843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2713843.000000 Penalty: 5098.081543
	Iteration 39Q: 3 clusters Score -2713843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2713845.500000 Penalty: 5098.081543
	Iteration 40F: 3 clusters Score -2713846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2713848.250000 Penalty: 5098.081543
	Iteration 41Q: 3 clusters Score -2713848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2713849.250000 Penalty: 5098.081543
	Iteration 42Q: 3 clusters Score -2713849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2713846.500000 Penalty: 5098.081543
	Iteration 43Q: 3 clusters Score -2713846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2713850.750000 Penalty: 5098.081543
	Iteration 44Q: 3 clusters Score -2713851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2713848.250000 Penalty: 5098.081543
	Iteration 45Q: 3 clusters Score -2713848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2713846.750000 Penalty: 5098.081543
	Iteration 46Q: 3 clusters Score -2713847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2713848.750000 Penalty: 5098.081543
	Iteration 47Q: 3 clusters Score -2713849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2713848.250000 Penalty: 5098.081543
	Iteration 48Q: 3 clusters Score -2713848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2713848.250000 Penalty: 5098.081543
	Iteration 49F: 3 clusters Score -2713848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -598754.687500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -598754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -593419.187500 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -593419.2 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -594851.187500 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -594851.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -595208.500000 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -595208.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -595526.187500 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -595526.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -595821.062500 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -595821.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -596112.687500 Penalty: 4341.594238
	Iteration 5F: 3 clusters Score -596112.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -596386.312500 Penalty: 4341.594238
	Iteration 6F: 3 clusters Score -596386.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -596626.625000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -596626.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -596775.875000 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -596775.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -596868.125000 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -596868.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -596936.562500 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -596936.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -596973.875000 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -596973.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -596996.250000 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -596996.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -597019.562500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -597019.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -597034.937500 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -597034.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -597054.062500 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -597054.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -597066.625000 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -597066.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -597075.500000 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -597075.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -597089.687500 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -597089.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -597105.125000 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -597105.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -597124.125000 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -597124.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -597146.187500 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -597146.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -597161.562500 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -597161.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -597186.125000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -597186.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -597207.500000 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -597207.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -597226.625000 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -597226.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -597252.812500 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -597252.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -597287.937500 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -597287.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -597330.437500 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -597330.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -597382.625000 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -597382.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -597431.687500 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -597431.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -597480.312500 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -597480.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -597527.875000 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -597527.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -597580.812500 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -597580.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -597638.750000 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -597638.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -597695.812500 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -597695.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597761.187500 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -597761.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -597833.250000 Penalty: 4341.594238
	Iteration 37Q: 3 clusters Score -597833.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -597897.625000 Penalty: 4341.594238
	Iteration 38Q: 3 clusters Score -597897.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -597996.187500 Penalty: 4341.594238
	Iteration 39Q: 3 clusters Score -597996.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -598151.625000 Penalty: 4341.594238
	Iteration 40F: 3 clusters Score -598151.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -598280.375000 Penalty: 4341.594238
	Iteration 41Q: 3 clusters Score -598280.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -598350.250000 Penalty: 4341.594238
	Iteration 42Q: 3 clusters Score -598350.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -598380.750000 Penalty: 4341.594238
	Iteration 43Q: 3 clusters Score -598380.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -598400.625000 Penalty: 4341.594238
	Iteration 44Q: 3 clusters Score -598400.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -598409.437500 Penalty: 4341.594238
	Iteration 45Q: 3 clusters Score -598409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -598415.937500 Penalty: 4341.594238
	Iteration 46Q: 3 clusters Score -598415.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -598418.000000 Penalty: 4341.594238
	Iteration 47Q: 3 clusters Score -598418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -598421.000000 Penalty: 4341.594238
	Iteration 48Q: 3 clusters Score -598421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -598421.312500 Penalty: 4341.594238
	Iteration 49Q: 3 clusters Score -598421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -598422.625000 Penalty: 4341.594238
	Iteration 50Q: 3 clusters Score -598422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -598421.687500 Penalty: 4341.594238
	Iteration 51Q: 3 clusters Score -598421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -598422.250000 Penalty: 4341.594238
	Iteration 52Q: 3 clusters Score -598422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -598422.250000 Penalty: 4341.594238
	Iteration 53F: 3 clusters Score -598422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -423394.000000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -423394 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 2380 members 
Entering Unmasked Estep 
Score: -419152.781250 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -419152.8 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -420171.531250 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -420171.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -420450.968750 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -420451 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -420639.281250 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -420639.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -420785.750000 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -420785.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -420920.437500 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -420920.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -421032.593750 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -421032.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -421146.031250 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -421146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -421258.375000 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -421258.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -421370.781250 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -421370.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -421455.218750 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -421455.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -421534.343750 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -421534.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -421602.812500 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -421602.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -421652.562500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -421652.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -421689.875000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -421689.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -421725.968750 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -421726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -421751.750000 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -421751.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -421771.031250 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -421771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -421784.843750 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -421784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -421793.562500 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -421793.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -421803.531250 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -421803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -421814.125000 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -421814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -421823.843750 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -421823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -421831.781250 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -421831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -421840.593750 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -421840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -421857.093750 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -421857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -421868.468750 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -421868.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -421877.687500 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -421877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -421884.343750 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -421884.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -421888.375000 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -421888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -421894.437500 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -421894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -421897.625000 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -421897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -421900.625000 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -421900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -421904.750000 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -421904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -421907.500000 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -421907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -421908.500000 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -421908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -421909.218750 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -421909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -421909.593750 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -421909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -421909.593750 Penalty: 4185.107910
	Iteration 38F: 3 clusters Score -421909.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -310008.375000 Penalty: 2018.798340
	Iteration 0F: 2 clusters Score -310008.4 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 1729 members 
Entering Unmasked Estep 
Score: -306585.031250 Penalty: 4037.596680
	Iteration 0F: 3 clusters Score -306585 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -307599.156250 Penalty: 4037.596680
	Iteration 1F: 3 clusters Score -307599.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -307958.156250 Penalty: 4037.596680
	Iteration 2F: 3 clusters Score -307958.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -308277.937500 Penalty: 4037.596680
	Iteration 3F: 3 clusters Score -308277.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -308527.937500 Penalty: 4037.596680
	Iteration 4F: 3 clusters Score -308527.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -308688.843750 Penalty: 4037.596680
	Iteration 5Q: 3 clusters Score -308688.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -308800.281250 Penalty: 4037.596680
	Iteration 6Q: 3 clusters Score -308800.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -308882.468750 Penalty: 4037.596680
	Iteration 7Q: 3 clusters Score -308882.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -308935.156250 Penalty: 4037.596680
	Iteration 8Q: 3 clusters Score -308935.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -308975.718750 Penalty: 4037.596680
	Iteration 9Q: 3 clusters Score -308975.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -308999.843750 Penalty: 4037.596680
	Iteration 10Q: 3 clusters Score -308999.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -309016.687500 Penalty: 4037.596680
	Iteration 11Q: 3 clusters Score -309016.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -309029.500000 Penalty: 4037.596680
	Iteration 12Q: 3 clusters Score -309029.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -309040.312500 Penalty: 4037.596680
	Iteration 13Q: 3 clusters Score -309040.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -309049.156250 Penalty: 4037.596680
	Iteration 14Q: 3 clusters Score -309049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -309059.312500 Penalty: 4037.596680
	Iteration 15Q: 3 clusters Score -309059.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -309074.875000 Penalty: 4037.596680
	Iteration 16Q: 3 clusters Score -309074.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -309082.781250 Penalty: 4037.596680
	Iteration 17Q: 3 clusters Score -309082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -309090.062500 Penalty: 4037.596680
	Iteration 18Q: 3 clusters Score -309090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -309096.093750 Penalty: 4037.596680
	Iteration 19Q: 3 clusters Score -309096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -309099.406250 Penalty: 4037.596680
	Iteration 20F: 3 clusters Score -309099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -309101.625000 Penalty: 4037.596680
	Iteration 21Q: 3 clusters Score -309101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -309103.906250 Penalty: 4037.596680
	Iteration 22Q: 3 clusters Score -309103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -309108.750000 Penalty: 4037.596680
	Iteration 23Q: 3 clusters Score -309108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -309111.656250 Penalty: 4037.596680
	Iteration 24Q: 3 clusters Score -309111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -309112.656250 Penalty: 4037.596680
	Iteration 25Q: 3 clusters Score -309112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -309112.656250 Penalty: 4037.596680
	Iteration 26F: 3 clusters Score -309112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1321740.125000 Penalty: 2352.622070
	Iteration 0F: 2 clusters Score -1321740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1311990.750000 Penalty: 4705.244141
	Iteration 0F: 3 clusters Score -1311991 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1315077.500000 Penalty: 4705.244141
	Iteration 1F: 3 clusters Score -1315078 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1315451.125000 Penalty: 4705.244141
	Iteration 2F: 3 clusters Score -1315451 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1315772.000000 Penalty: 4705.244141
	Iteration 3F: 3 clusters Score -1315772 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1316129.000000 Penalty: 4705.244141
	Iteration 4F: 3 clusters Score -1316129 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1316568.000000 Penalty: 4705.244141
	Iteration 5F: 3 clusters Score -1316568 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1317105.625000 Penalty: 4705.244141
	Iteration 6F: 3 clusters Score -1317106 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1317721.750000 Penalty: 4705.244141
	Iteration 7F: 3 clusters Score -1317722 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1318311.625000 Penalty: 4705.244141
	Iteration 8F: 3 clusters Score -1318312 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1318720.000000 Penalty: 4705.244141
	Iteration 9F: 3 clusters Score -1318720 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1318963.750000 Penalty: 4705.244141
	Iteration 10Q: 3 clusters Score -1318964 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1319104.250000 Penalty: 4705.244141
	Iteration 11Q: 3 clusters Score -1319104 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1319185.125000 Penalty: 4705.244141
	Iteration 12Q: 3 clusters Score -1319185 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1319244.375000 Penalty: 4705.244141
	Iteration 13Q: 3 clusters Score -1319244 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1319289.000000 Penalty: 4705.244141
	Iteration 14Q: 3 clusters Score -1319289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1319324.875000 Penalty: 4705.244141
	Iteration 15Q: 3 clusters Score -1319325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1319352.500000 Penalty: 4705.244141
	Iteration 16Q: 3 clusters Score -1319352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1319368.625000 Penalty: 4705.244141
	Iteration 17Q: 3 clusters Score -1319369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1319384.250000 Penalty: 4705.244141
	Iteration 18Q: 3 clusters Score -1319384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1319398.875000 Penalty: 4705.244141
	Iteration 19Q: 3 clusters Score -1319399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1319413.375000 Penalty: 4705.244141
	Iteration 20F: 3 clusters Score -1319413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1319420.250000 Penalty: 4705.244141
	Iteration 21Q: 3 clusters Score -1319420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1319424.750000 Penalty: 4705.244141
	Iteration 22Q: 3 clusters Score -1319425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1319426.875000 Penalty: 4705.244141
	Iteration 23Q: 3 clusters Score -1319427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1319433.125000 Penalty: 4705.244141
	Iteration 24Q: 3 clusters Score -1319433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1319436.750000 Penalty: 4705.244141
	Iteration 25Q: 3 clusters Score -1319437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1319435.375000 Penalty: 4705.244141
	Iteration 26Q: 3 clusters Score -1319435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1319437.875000 Penalty: 4705.244141
	Iteration 27Q: 3 clusters Score -1319438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1319439.625000 Penalty: 4705.244141
	Iteration 28Q: 3 clusters Score -1319440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1319441.875000 Penalty: 4705.244141
	Iteration 29Q: 3 clusters Score -1319442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1319440.375000 Penalty: 4705.244141
	Iteration 30Q: 3 clusters Score -1319440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1319441.500000 Penalty: 4705.244141
	Iteration 31Q: 3 clusters Score -1319442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1319440.125000 Penalty: 4705.244141
	Iteration 32Q: 3 clusters Score -1319440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1319441.875000 Penalty: 4705.244141
	Iteration 33Q: 3 clusters Score -1319442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1319441.500000 Penalty: 4705.244141
	Iteration 34Q: 3 clusters Score -1319442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1319445.375000 Penalty: 4705.244141
	Iteration 35Q: 3 clusters Score -1319445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1319443.375000 Penalty: 4705.244141
	Iteration 36Q: 3 clusters Score -1319443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1319446.250000 Penalty: 4705.244141
	Iteration 37Q: 3 clusters Score -1319446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1319444.625000 Penalty: 4705.244141
	Iteration 38Q: 3 clusters Score -1319445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1319447.500000 Penalty: 4705.244141
	Iteration 39Q: 3 clusters Score -1319448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1319449.375000 Penalty: 4705.244141
	Iteration 40F: 3 clusters Score -1319449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1319452.250000 Penalty: 4705.244141
	Iteration 41Q: 3 clusters Score -1319452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1319452.000000 Penalty: 4705.244141
	Iteration 42Q: 3 clusters Score -1319452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1319455.625000 Penalty: 4705.244141
	Iteration 43Q: 3 clusters Score -1319456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1319452.125000 Penalty: 4705.244141
	Iteration 44Q: 3 clusters Score -1319452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1319454.375000 Penalty: 4705.244141
	Iteration 45Q: 3 clusters Score -1319454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1319454.750000 Penalty: 4705.244141
	Iteration 46Q: 3 clusters Score -1319455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1319455.375000 Penalty: 4705.244141
	Iteration 47Q: 3 clusters Score -1319455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1319455.000000 Penalty: 4705.244141
	Iteration 48Q: 3 clusters Score -1319455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1319457.750000 Penalty: 4705.244141
	Iteration 49Q: 3 clusters Score -1319458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1319459.750000 Penalty: 4705.244141
	Iteration 50Q: 3 clusters Score -1319460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1319461.500000 Penalty: 4705.244141
	Iteration 51Q: 3 clusters Score -1319462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1319461.000000 Penalty: 4705.244141
	Iteration 52Q: 3 clusters Score -1319461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1319463.000000 Penalty: 4705.244141
	Iteration 53Q: 3 clusters Score -1319463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1319463.000000 Penalty: 4705.244141
	Iteration 54F: 3 clusters Score -1319463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -149585.890625 Penalty: 1865.555298
	Iteration 0F: 2 clusters Score -149585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147150.812500 Penalty: 3731.110596
	Iteration 0F: 3 clusters Score -147150.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147685.703125 Penalty: 3731.110596
	Iteration 1F: 3 clusters Score -147685.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147835.265625 Penalty: 3731.110596
	Iteration 2F: 3 clusters Score -147835.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147980.093750 Penalty: 3731.110596
	Iteration 3F: 3 clusters Score -147980.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -148106.906250 Penalty: 3731.110596
	Iteration 4Q: 3 clusters Score -148106.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -148247.984375 Penalty: 3731.110596
	Iteration 5Q: 3 clusters Score -148248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -148406.046875 Penalty: 3731.110596
	Iteration 6Q: 3 clusters Score -148406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -148514.406250 Penalty: 3731.110596
	Iteration 7Q: 3 clusters Score -148514.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -148598.781250 Penalty: 3731.110596
	Iteration 8Q: 3 clusters Score -148598.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -148658.609375 Penalty: 3731.110596
	Iteration 9Q: 3 clusters Score -148658.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -148697.718750 Penalty: 3731.110596
	Iteration 10Q: 3 clusters Score -148697.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -148713.171875 Penalty: 3731.110596
	Iteration 11Q: 3 clusters Score -148713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -148732.140625 Penalty: 3731.110596
	Iteration 12Q: 3 clusters Score -148732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -148754.687500 Penalty: 3731.110596
	Iteration 13Q: 3 clusters Score -148754.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -148771.609375 Penalty: 3731.110596
	Iteration 14Q: 3 clusters Score -148771.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -148786.250000 Penalty: 3731.110596
	Iteration 15Q: 3 clusters Score -148786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -148808.625000 Penalty: 3731.110596
	Iteration 16Q: 3 clusters Score -148808.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -148823.687500 Penalty: 3731.110596
	Iteration 17Q: 3 clusters Score -148823.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148832.953125 Penalty: 3731.110596
	Iteration 18Q: 3 clusters Score -148833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -148838.531250 Penalty: 3731.110596
	Iteration 19Q: 3 clusters Score -148838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -148842.656250 Penalty: 3731.110596
	Iteration 20F: 3 clusters Score -148842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -148852.015625 Penalty: 3731.110596
	Iteration 21Q: 3 clusters Score -148852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -148860.687500 Penalty: 3731.110596
	Iteration 22Q: 3 clusters Score -148860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -148868.890625 Penalty: 3731.110596
	Iteration 23Q: 3 clusters Score -148868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -148872.203125 Penalty: 3731.110596
	Iteration 24Q: 3 clusters Score -148872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -148873.890625 Penalty: 3731.110596
	Iteration 25Q: 3 clusters Score -148873.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -148873.890625 Penalty: 3731.110596
	Iteration 26F: 3 clusters Score -148873.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -334788.281250 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -334788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -331212.406250 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -331212.4 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -332084.906250 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -332084.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -332266.343750 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -332266.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -332375.437500 Penalty: 4048.324951
	Iteration 3Q: 3 clusters Score -332375.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -332476.281250 Penalty: 4048.324951
	Iteration 4Q: 3 clusters Score -332476.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -332573.687500 Penalty: 4048.324951
	Iteration 5Q: 3 clusters Score -332573.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -332689.406250 Penalty: 4048.324951
	Iteration 6Q: 3 clusters Score -332689.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -332843.125000 Penalty: 4048.324951
	Iteration 7Q: 3 clusters Score -332843.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -333056.000000 Penalty: 4048.324951
	Iteration 8F: 3 clusters Score -333056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -333288.218750 Penalty: 4048.324951
	Iteration 9F: 3 clusters Score -333288.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -333557.750000 Penalty: 4048.324951
	Iteration 10F: 3 clusters Score -333557.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -333730.781250 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -333730.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -333850.656250 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -333850.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -333918.437500 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -333918.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -333955.156250 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -333955.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -333974.468750 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -333974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -333987.156250 Penalty: 4048.324951
	Iteration 16Q: 3 clusters Score -333987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -333996.656250 Penalty: 4048.324951
	Iteration 17Q: 3 clusters Score -333996.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -334000.406250 Penalty: 4048.324951
	Iteration 18Q: 3 clusters Score -334000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -334002.656250 Penalty: 4048.324951
	Iteration 19Q: 3 clusters Score -334002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -334002.656250 Penalty: 4048.324951
	Iteration 20F: 3 clusters Score -334002.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766471.500000 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -760193.562500 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760193.6 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -761896.875000 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761896.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -762152.000000 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -762152 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -762333.875000 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -762333.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -762490.000000 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762490 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -762605.312500 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762605.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -762696.562500 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762696.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -762778.875000 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762778.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -762879.625000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762879.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -762960.625000 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -762960.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -763054.500000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -763054.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -763154.187500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -763154.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -763270.000000 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -763270 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -763399.187500 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -763399.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -763540.750000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -763540.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -763696.000000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -763696 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -763825.562500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -763825.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -763944.937500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -763944.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -764041.437500 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -764041.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -764123.125000 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -764123.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -764186.375000 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -764186.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -764226.500000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -764226.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -764263.250000 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -764263.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -764295.437500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -764295.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -764322.625000 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -764322.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -764347.125000 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764347.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -764367.187500 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764367.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -764381.187500 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -764392.125000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764392.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -764402.500000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764402.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -764416.000000 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -764429.437500 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764429.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -764443.562500 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764443.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -764456.687500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764456.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -764462.562500 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764462.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -764471.562500 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -764471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -764473.500000 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -764473.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -764482.562500 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -764482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -764487.875000 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -764487.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -764490.500000 Penalty: 4446.869629
	Iteration 39Q: 3 clusters Score -764490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -764493.812500 Penalty: 4446.869629
	Iteration 40F: 3 clusters Score -764493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -764499.062500 Penalty: 4446.869629
	Iteration 41Q: 3 clusters Score -764499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -764506.562500 Penalty: 4446.869629
	Iteration 42Q: 3 clusters Score -764506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -764514.750000 Penalty: 4446.869629
	Iteration 43Q: 3 clusters Score -764514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -764521.937500 Penalty: 4446.869629
	Iteration 44Q: 3 clusters Score -764521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -764529.062500 Penalty: 4446.869629
	Iteration 45Q: 3 clusters Score -764529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -764534.937500 Penalty: 4446.869629
	Iteration 46Q: 3 clusters Score -764534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -764537.187500 Penalty: 4446.869629
	Iteration 47Q: 3 clusters Score -764537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -764536.812500 Penalty: 4446.869629
	Iteration 48Q: 3 clusters Score -764536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -764537.812500 Penalty: 4446.869629
	Iteration 49Q: 3 clusters Score -764537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -764538.937500 Penalty: 4446.869629
	Iteration 50Q: 3 clusters Score -764538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -764541.187500 Penalty: 4446.869629
	Iteration 51Q: 3 clusters Score -764541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -764543.312500 Penalty: 4446.869629
	Iteration 52Q: 3 clusters Score -764543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -764545.500000 Penalty: 4446.869629
	Iteration 53Q: 3 clusters Score -764545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -764545.500000 Penalty: 4446.869629
	Iteration 54Q: 3 clusters Score -764545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -764547.312500 Penalty: 4446.869629
	Iteration 55Q: 3 clusters Score -764547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -764547.312500 Penalty: 4446.869629
	Iteration 56F: 3 clusters Score -764547.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -1913204.250000 Penalty: 2446.302246
	Iteration 0F: 2 clusters Score -1913204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1899578.750000 Penalty: 4892.604492
	Iteration 0F: 3 clusters Score -1899579 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1904180.250000 Penalty: 4892.604492
	Iteration 1F: 3 clusters Score -1904180 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1904661.875000 Penalty: 4892.604492
	Iteration 2F: 3 clusters Score -1904662 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1905091.375000 Penalty: 4892.604492
	Iteration 3F: 3 clusters Score -1905091 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1905587.750000 Penalty: 4892.604492
	Iteration 4F: 3 clusters Score -1905588 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1906195.000000 Penalty: 4892.604492
	Iteration 5F: 3 clusters Score -1906195 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1907036.375000 Penalty: 4892.604492
	Iteration 6F: 3 clusters Score -1907036 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1908096.125000 Penalty: 4892.604492
	Iteration 7F: 3 clusters Score -1908096 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1909157.250000 Penalty: 4892.604492
	Iteration 8F: 3 clusters Score -1909157 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1909940.625000 Penalty: 4892.604492
	Iteration 9Q: 3 clusters Score -1909941 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1910492.125000 Penalty: 4892.604492
	Iteration 10Q: 3 clusters Score -1910492 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1910852.625000 Penalty: 4892.604492
	Iteration 11Q: 3 clusters Score -1910853 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1911126.625000 Penalty: 4892.604492
	Iteration 12Q: 3 clusters Score -1911127 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1911295.250000 Penalty: 4892.604492
	Iteration 13Q: 3 clusters Score -1911295 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1911406.375000 Penalty: 4892.604492
	Iteration 14Q: 3 clusters Score -1911406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1911460.625000 Penalty: 4892.604492
	Iteration 15Q: 3 clusters Score -1911461 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1911516.875000 Penalty: 4892.604492
	Iteration 16Q: 3 clusters Score -1911517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1911549.625000 Penalty: 4892.604492
	Iteration 17Q: 3 clusters Score -1911550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1911574.250000 Penalty: 4892.604492
	Iteration 18Q: 3 clusters Score -1911574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1911587.250000 Penalty: 4892.604492
	Iteration 19Q: 3 clusters Score -1911587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1911595.250000 Penalty: 4892.604492
	Iteration 20F: 3 clusters Score -1911595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1911604.375000 Penalty: 4892.604492
	Iteration 21Q: 3 clusters Score -1911604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1911610.125000 Penalty: 4892.604492
	Iteration 22Q: 3 clusters Score -1911610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1911617.125000 Penalty: 4892.604492
	Iteration 23Q: 3 clusters Score -1911617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1911630.375000 Penalty: 4892.604492
	Iteration 24Q: 3 clusters Score -1911630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1911637.250000 Penalty: 4892.604492
	Iteration 25Q: 3 clusters Score -1911637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1911632.625000 Penalty: 4892.604492
	Iteration 26Q: 3 clusters Score -1911633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1911638.000000 Penalty: 4892.604492
	Iteration 27Q: 3 clusters Score -1911638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1911641.750000 Penalty: 4892.604492
	Iteration 28Q: 3 clusters Score -1911642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1911638.250000 Penalty: 4892.604492
	Iteration 29Q: 3 clusters Score -1911638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1911638.500000 Penalty: 4892.604492
	Iteration 30Q: 3 clusters Score -1911638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1911647.375000 Penalty: 4892.604492
	Iteration 31Q: 3 clusters Score -1911647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1911648.250000 Penalty: 4892.604492
	Iteration 32Q: 3 clusters Score -1911648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1911648.625000 Penalty: 4892.604492
	Iteration 33Q: 3 clusters Score -1911649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1911647.875000 Penalty: 4892.604492
	Iteration 34Q: 3 clusters Score -1911648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1911654.125000 Penalty: 4892.604492
	Iteration 35Q: 3 clusters Score -1911654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1911658.250000 Penalty: 4892.604492
	Iteration 36Q: 3 clusters Score -1911658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1911655.875000 Penalty: 4892.604492
	Iteration 37Q: 3 clusters Score -1911656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1911658.125000 Penalty: 4892.604492
	Iteration 38Q: 3 clusters Score -1911658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1911656.750000 Penalty: 4892.604492
	Iteration 39Q: 3 clusters Score -1911657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1911656.375000 Penalty: 4892.604492
	Iteration 40F: 3 clusters Score -1911656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1911655.125000 Penalty: 4892.604492
	Iteration 41Q: 3 clusters Score -1911655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1911657.750000 Penalty: 4892.604492
	Iteration 42Q: 3 clusters Score -1911658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1911656.375000 Penalty: 4892.604492
	Iteration 43Q: 3 clusters Score -1911656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1911657.625000 Penalty: 4892.604492
	Iteration 44Q: 3 clusters Score -1911658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1911655.125000 Penalty: 4892.604492
	Iteration 45Q: 3 clusters Score -1911655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1911655.125000 Penalty: 4892.604492
	Iteration 46F: 3 clusters Score -1911655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -404726.906250 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -404726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -400244.000000 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -400244 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -401461.875000 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -401461.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -401859.968750 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -401860 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -402150.562500 Penalty: 4223.335938
	Iteration 3F: 3 clusters Score -402150.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -402370.875000 Penalty: 4223.335938
	Iteration 4F: 3 clusters Score -402370.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -402523.156250 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -402523.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -402628.531250 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -402628.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -402705.406250 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -402705.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -402765.468750 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -402765.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402814.875000 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -402814.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -402855.906250 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -402855.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -402891.656250 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -402891.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -402922.562500 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -402922.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -402946.156250 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -402946.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -402964.500000 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -402964.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -402979.343750 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -402979.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -402992.312500 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -402992.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -403006.781250 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -403006.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -403021.500000 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -403021.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -403035.125000 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -403035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403047.093750 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -403047.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -403058.906250 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -403058.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -403070.843750 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -403070.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -403084.968750 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -403085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -403098.281250 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -403098.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -403113.062500 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -403113.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -403124.562500 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -403124.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -403133.031250 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -403133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -403141.156250 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -403141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -403147.750000 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -403147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -403151.406250 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -403151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -403153.781250 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -403153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -403158.093750 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -403158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -403159.375000 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -403159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -403163.687500 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -403163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -403167.281250 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -403167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403170.250000 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -403170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -403173.406250 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -403173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -403175.093750 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -403175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -403176.187500 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -403176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -403177.687500 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -403177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -403178.687500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -403178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -403180.312500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -403180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -403182.000000 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -403182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -403183.875000 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -403183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403184.375000 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -403184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403186.437500 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -403186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403189.218750 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -403189.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -403192.093750 Penalty: 4223.335938
	Iteration 48Q: 3 clusters Score -403192.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -403197.468750 Penalty: 4223.335938
	Iteration 49Q: 3 clusters Score -403197.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -403204.500000 Penalty: 4223.335938
	Iteration 50Q: 3 clusters Score -403204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -403208.531250 Penalty: 4223.335938
	Iteration 51Q: 3 clusters Score -403208.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -403215.781250 Penalty: 4223.335938
	Iteration 52Q: 3 clusters Score -403215.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -403223.593750 Penalty: 4223.335938
	Iteration 53Q: 3 clusters Score -403223.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -403229.062500 Penalty: 4223.335938
	Iteration 54Q: 3 clusters Score -403229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -403238.750000 Penalty: 4223.335938
	Iteration 55Q: 3 clusters Score -403238.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -403248.656250 Penalty: 4223.335938
	Iteration 56Q: 3 clusters Score -403248.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -403256.218750 Penalty: 4223.335938
	Iteration 57Q: 3 clusters Score -403256.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -403266.125000 Penalty: 4223.335938
	Iteration 58Q: 3 clusters Score -403266.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -403277.781250 Penalty: 4223.335938
	Iteration 59Q: 3 clusters Score -403277.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -403288.062500 Penalty: 4223.335938
	Iteration 60F: 3 clusters Score -403288.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -403300.562500 Penalty: 4223.335938
	Iteration 61Q: 3 clusters Score -403300.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -403311.531250 Penalty: 4223.335938
	Iteration 62Q: 3 clusters Score -403311.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -403327.625000 Penalty: 4223.335938
	Iteration 63Q: 3 clusters Score -403327.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -403342.281250 Penalty: 4223.335938
	Iteration 64Q: 3 clusters Score -403342.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -403355.843750 Penalty: 4223.335938
	Iteration 65Q: 3 clusters Score -403355.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -403367.156250 Penalty: 4223.335938
	Iteration 66Q: 3 clusters Score -403367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -403379.531250 Penalty: 4223.335938
	Iteration 67Q: 3 clusters Score -403379.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -403398.187500 Penalty: 4223.335938
	Iteration 68Q: 3 clusters Score -403398.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -403421.125000 Penalty: 4223.335938
	Iteration 69Q: 3 clusters Score -403421.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -403446.781250 Penalty: 4223.335938
	Iteration 70Q: 3 clusters Score -403446.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -403478.093750 Penalty: 4223.335938
	Iteration 71Q: 3 clusters Score -403478.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -403513.406250 Penalty: 4223.335938
	Iteration 72Q: 3 clusters Score -403513.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -403543.531250 Penalty: 4223.335938
	Iteration 73Q: 3 clusters Score -403543.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -403574.281250 Penalty: 4223.335938
	Iteration 74Q: 3 clusters Score -403574.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -403619.687500 Penalty: 4223.335938
	Iteration 75Q: 3 clusters Score -403619.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -403670.437500 Penalty: 4223.335938
	Iteration 76Q: 3 clusters Score -403670.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -403705.031250 Penalty: 4223.335938
	Iteration 77Q: 3 clusters Score -403705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -403734.625000 Penalty: 4223.335938
	Iteration 78Q: 3 clusters Score -403734.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -403765.906250 Penalty: 4223.335938
	Iteration 79Q: 3 clusters Score -403765.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -403787.812500 Penalty: 4223.335938
	Iteration 80F: 3 clusters Score -403787.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -403799.875000 Penalty: 4223.335938
	Iteration 81Q: 3 clusters Score -403799.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -403808.093750 Penalty: 4223.335938
	Iteration 82Q: 3 clusters Score -403808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403812.562500 Penalty: 4223.335938
	Iteration 83Q: 3 clusters Score -403812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -403813.937500 Penalty: 4223.335938
	Iteration 84Q: 3 clusters Score -403813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -403816.812500 Penalty: 4223.335938
	Iteration 85Q: 3 clusters Score -403816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -403818.750000 Penalty: 4223.335938
	Iteration 86Q: 3 clusters Score -403818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -403820.000000 Penalty: 4223.335938
	Iteration 87Q: 3 clusters Score -403820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -403820.000000 Penalty: 4223.335938
	Iteration 88Q: 3 clusters Score -403820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -403821.625000 Penalty: 4223.335938
	Iteration 89Q: 3 clusters Score -403821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -403822.937500 Penalty: 4223.335938
	Iteration 90Q: 3 clusters Score -403822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -403822.843750 Penalty: 4223.335938
	Iteration 91Q: 3 clusters Score -403822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -403825.750000 Penalty: 4223.335938
	Iteration 92Q: 3 clusters Score -403825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -403828.125000 Penalty: 4223.335938
	Iteration 93Q: 3 clusters Score -403828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -403829.406250 Penalty: 4223.335938
	Iteration 94Q: 3 clusters Score -403829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -403830.187500 Penalty: 4223.335938
	Iteration 95Q: 3 clusters Score -403830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -403830.062500 Penalty: 4223.335938
	Iteration 96Q: 3 clusters Score -403830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -403831.218750 Penalty: 4223.335938
	Iteration 97Q: 3 clusters Score -403831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -403831.218750 Penalty: 4223.335938
	Iteration 98F: 3 clusters Score -403831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Entering Unmasked Estep 
Score: -5356544.000000 Penalty: 2710.771973
	Iteration 0F: 2 clusters Score -5356544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -5319219.500000 Penalty: 5421.543945
	Iteration 0F: 3 clusters Score -5319220 nChanged 25864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5333809.000000 Penalty: 5421.543945
	Iteration 1F: 3 clusters Score -5333809 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -5334710.000000 Penalty: 5421.543945
	Iteration 2Q: 3 clusters Score -5334710 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5335827.500000 Penalty: 5421.543945
	Iteration 3Q: 3 clusters Score -5335828 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -5337285.500000 Penalty: 5421.543945
	Iteration 4F: 3 clusters Score -5337286 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5339062.500000 Penalty: 5421.543945
	Iteration 5F: 3 clusters Score -5339062 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -5341303.500000 Penalty: 5421.543945
	Iteration 6F: 3 clusters Score -5341304 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -5343964.000000 Penalty: 5421.543945
	Iteration 7F: 3 clusters Score -5343964 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5346791.500000 Penalty: 5421.543945
	Iteration 8F: 3 clusters Score -5346792 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -5349145.500000 Penalty: 5421.543945
	Iteration 9F: 3 clusters Score -5349146 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -5350729.500000 Penalty: 5421.543945
	Iteration 10Q: 3 clusters Score -5350730 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -5351722.000000 Penalty: 5421.543945
	Iteration 11Q: 3 clusters Score -5351722 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5352388.500000 Penalty: 5421.543945
	Iteration 12Q: 3 clusters Score -5352388 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -5352899.500000 Penalty: 5421.543945
	Iteration 13Q: 3 clusters Score -5352900 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -5353315.000000 Penalty: 5421.543945
	Iteration 14Q: 3 clusters Score -5353315 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5353646.500000 Penalty: 5421.543945
	Iteration 15Q: 3 clusters Score -5353646 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5354014.500000 Penalty: 5421.543945
	Iteration 16Q: 3 clusters Score -5354014 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5354374.500000 Penalty: 5421.543945
	Iteration 17Q: 3 clusters Score -5354374 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5354735.000000 Penalty: 5421.543945
	Iteration 18Q: 3 clusters Score -5354735 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5355050.500000 Penalty: 5421.543945
	Iteration 19Q: 3 clusters Score -5355050 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5355330.000000 Penalty: 5421.543945
	Iteration 20F: 3 clusters Score -5355330 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5355545.500000 Penalty: 5421.543945
	Iteration 21Q: 3 clusters Score -5355546 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5355679.500000 Penalty: 5421.543945
	Iteration 22Q: 3 clusters Score -5355680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5355759.000000 Penalty: 5421.543945
	Iteration 23Q: 3 clusters Score -5355759 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5355801.500000 Penalty: 5421.543945
	Iteration 24Q: 3 clusters Score -5355802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5355828.000000 Penalty: 5421.543945
	Iteration 25Q: 3 clusters Score -5355828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5355832.500000 Penalty: 5421.543945
	Iteration 26Q: 3 clusters Score -5355832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5355841.500000 Penalty: 5421.543945
	Iteration 27Q: 3 clusters Score -5355842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5355841.500000 Penalty: 5421.543945
	Iteration 28Q: 3 clusters Score -5355842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5355843.500000 Penalty: 5421.543945
	Iteration 29Q: 3 clusters Score -5355844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5355862.500000 Penalty: 5421.543945
	Iteration 30Q: 3 clusters Score -5355862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5355855.000000 Penalty: 5421.543945
	Iteration 31Q: 3 clusters Score -5355855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5355866.500000 Penalty: 5421.543945
	Iteration 32Q: 3 clusters Score -5355866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5355869.000000 Penalty: 5421.543945
	Iteration 33Q: 3 clusters Score -5355869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5355866.500000 Penalty: 5421.543945
	Iteration 34Q: 3 clusters Score -5355866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5355869.500000 Penalty: 5421.543945
	Iteration 35Q: 3 clusters Score -5355870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5355871.500000 Penalty: 5421.543945
	Iteration 36Q: 3 clusters Score -5355872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5355869.500000 Penalty: 5421.543945
	Iteration 37Q: 3 clusters Score -5355870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5355869.500000 Penalty: 5421.543945
	Iteration 38F: 3 clusters Score -5355870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Entering Unmasked Estep 
Score: -8812914.000000 Penalty: 2854.353516
	Iteration 0F: 2 clusters Score -8812914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -8746103.000000 Penalty: 5708.707031
	Iteration 0F: 3 clusters Score -8746103 nChanged 47118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -8773897.000000 Penalty: 5708.707031
	Iteration 1F: 3 clusters Score -8773897 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -8775465.000000 Penalty: 5708.707031
	Iteration 2Q: 3 clusters Score -8775465 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -8777378.000000 Penalty: 5708.707031
	Iteration 3Q: 3 clusters Score -8777378 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -8779578.000000 Penalty: 5708.707031
	Iteration 4F: 3 clusters Score -8779578 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -8782078.000000 Penalty: 5708.707031
	Iteration 5F: 3 clusters Score -8782078 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -8784806.000000 Penalty: 5708.707031
	Iteration 6F: 3 clusters Score -8784806 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -8787555.000000 Penalty: 5708.707031
	Iteration 7F: 3 clusters Score -8787555 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -8790330.000000 Penalty: 5708.707031
	Iteration 8F: 3 clusters Score -8790330 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -8792844.000000 Penalty: 5708.707031
	Iteration 9Q: 3 clusters Score -8792844 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -8794880.000000 Penalty: 5708.707031
	Iteration 10Q: 3 clusters Score -8794880 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -8796342.000000 Penalty: 5708.707031
	Iteration 11Q: 3 clusters Score -8796342 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -8797307.000000 Penalty: 5708.707031
	Iteration 12Q: 3 clusters Score -8797307 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -8798115.000000 Penalty: 5708.707031
	Iteration 13Q: 3 clusters Score -8798115 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -8798657.000000 Penalty: 5708.707031
	Iteration 14Q: 3 clusters Score -8798657 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -8799269.000000 Penalty: 5708.707031
	Iteration 15Q: 3 clusters Score -8799269 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -8799855.000000 Penalty: 5708.707031
	Iteration 16Q: 3 clusters Score -8799855 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -8800507.000000 Penalty: 5708.707031
	Iteration 17Q: 3 clusters Score -8800507 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -8801110.000000 Penalty: 5708.707031
	Iteration 18Q: 3 clusters Score -8801110 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8801849.000000 Penalty: 5708.707031
	Iteration 19Q: 3 clusters Score -8801849 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -8802580.000000 Penalty: 5708.707031
	Iteration 20F: 3 clusters Score -8802580 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -8803283.000000 Penalty: 5708.707031
	Iteration 21Q: 3 clusters Score -8803283 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -8804035.000000 Penalty: 5708.707031
	Iteration 22Q: 3 clusters Score -8804035 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -8804773.000000 Penalty: 5708.707031
	Iteration 23Q: 3 clusters Score -8804773 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -8805375.000000 Penalty: 5708.707031
	Iteration 24Q: 3 clusters Score -8805375 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -8806082.000000 Penalty: 5708.707031
	Iteration 25Q: 3 clusters Score -8806082 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -8806745.000000 Penalty: 5708.707031
	Iteration 26Q: 3 clusters Score -8806745 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -8807492.000000 Penalty: 5708.707031
	Iteration 27Q: 3 clusters Score -8807492 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -8808135.000000 Penalty: 5708.707031
	Iteration 28Q: 3 clusters Score -8808135 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -8808768.000000 Penalty: 5708.707031
	Iteration 29Q: 3 clusters Score -8808768 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -8809298.000000 Penalty: 5708.707031
	Iteration 30Q: 3 clusters Score -8809298 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -8809704.000000 Penalty: 5708.707031
	Iteration 31Q: 3 clusters Score -8809704 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -8810022.000000 Penalty: 5708.707031
	Iteration 32Q: 3 clusters Score -8810022 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -8810351.000000 Penalty: 5708.707031
	Iteration 33Q: 3 clusters Score -8810351 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -8810561.000000 Penalty: 5708.707031
	Iteration 34Q: 3 clusters Score -8810561 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -8810759.000000 Penalty: 5708.707031
	Iteration 35Q: 3 clusters Score -8810759 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -8810913.000000 Penalty: 5708.707031
	Iteration 36Q: 3 clusters Score -8810913 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -8811003.000000 Penalty: 5708.707031
	Iteration 37Q: 3 clusters Score -8811003 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -8811087.000000 Penalty: 5708.707031
	Iteration 38Q: 3 clusters Score -8811087 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -8811127.000000 Penalty: 5708.707031
	Iteration 39Q: 3 clusters Score -8811127 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -8811190.000000 Penalty: 5708.707031
	Iteration 40F: 3 clusters Score -8811190 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -8811222.000000 Penalty: 5708.707031
	Iteration 41Q: 3 clusters Score -8811222 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -8811261.000000 Penalty: 5708.707031
	Iteration 42Q: 3 clusters Score -8811261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -8811305.000000 Penalty: 5708.707031
	Iteration 43Q: 3 clusters Score -8811305 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -8811375.000000 Penalty: 5708.707031
	Iteration 44Q: 3 clusters Score -8811375 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -8811380.000000 Penalty: 5708.707031
	Iteration 45Q: 3 clusters Score -8811380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
Score: -8811411.000000 Penalty: 5708.707031
	Iteration 46Q: 3 clusters Score -8811411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -8811400.000000 Penalty: 5708.707031
	Iteration 47Q: 3 clusters Score -8811400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -8811413.000000 Penalty: 5708.707031
	Iteration 48Q: 3 clusters Score -8811413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -8811428.000000 Penalty: 5708.707031
	Iteration 49Q: 3 clusters Score -8811428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -8811430.000000 Penalty: 5708.707031
	Iteration 50Q: 3 clusters Score -8811430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -8811447.000000 Penalty: 5708.707031
	Iteration 51Q: 3 clusters Score -8811447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -8811443.000000 Penalty: 5708.707031
	Iteration 52Q: 3 clusters Score -8811443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -8811441.000000 Penalty: 5708.707031
	Iteration 53Q: 3 clusters Score -8811441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -8811452.000000 Penalty: 5708.707031
	Iteration 54Q: 3 clusters Score -8811452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -8811459.000000 Penalty: 5708.707031
	Iteration 55Q: 3 clusters Score -8811459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -8811450.000000 Penalty: 5708.707031
	Iteration 56Q: 3 clusters Score -8811450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -8811449.000000 Penalty: 5708.707031
	Iteration 57Q: 3 clusters Score -8811449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -8811437.000000 Penalty: 5708.707031
	Iteration 58Q: 3 clusters Score -8811437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -8811419.000000 Penalty: 5708.707031
	Iteration 59Q: 3 clusters Score -8811419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -8811440.000000 Penalty: 5708.707031
	Iteration 60F: 3 clusters Score -8811440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -8811458.000000 Penalty: 5708.707031
	Iteration 61Q: 3 clusters Score -8811458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -8811458.000000 Penalty: 5708.707031
	Iteration 62Q: 3 clusters Score -8811458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -8811468.000000 Penalty: 5708.707031
	Iteration 63Q: 3 clusters Score -8811468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -8811468.000000 Penalty: 5708.707031
	Iteration 64Q: 3 clusters Score -8811468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -8811473.000000 Penalty: 5708.707031
	Iteration 65Q: 3 clusters Score -8811473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -8811471.000000 Penalty: 5708.707031
	Iteration 66Q: 3 clusters Score -8811471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -8811470.000000 Penalty: 5708.707031
	Iteration 67Q: 3 clusters Score -8811470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -8811475.000000 Penalty: 5708.707031
	Iteration 68Q: 3 clusters Score -8811475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -8811486.000000 Penalty: 5708.707031
	Iteration 69Q: 3 clusters Score -8811486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -8811483.000000 Penalty: 5708.707031
	Iteration 70Q: 3 clusters Score -8811483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -8811481.000000 Penalty: 5708.707031
	Iteration 71Q: 3 clusters Score -8811481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -8811485.000000 Penalty: 5708.707031
	Iteration 72Q: 3 clusters Score -8811485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -8811478.000000 Penalty: 5708.707031
	Iteration 73Q: 3 clusters Score -8811478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -8811490.000000 Penalty: 5708.707031
	Iteration 74Q: 3 clusters Score -8811490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -8811491.000000 Penalty: 5708.707031
	Iteration 75Q: 3 clusters Score -8811491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -8811492.000000 Penalty: 5708.707031
	Iteration 76Q: 3 clusters Score -8811492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -8811489.000000 Penalty: 5708.707031
	Iteration 77Q: 3 clusters Score -8811489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -8811493.000000 Penalty: 5708.707031
	Iteration 78Q: 3 clusters Score -8811493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -8811492.000000 Penalty: 5708.707031
	Iteration 79Q: 3 clusters Score -8811492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -8811493.000000 Penalty: 5708.707031
	Iteration 80F: 3 clusters Score -8811493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -8811492.000000 Penalty: 5708.707031
	Iteration 81Q: 3 clusters Score -8811492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -8811479.000000 Penalty: 5708.707031
	Iteration 82Q: 3 clusters Score -8811479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -8811482.000000 Penalty: 5708.707031
	Iteration 83Q: 3 clusters Score -8811482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -8811488.000000 Penalty: 5708.707031
	Iteration 84Q: 3 clusters Score -8811488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -8811489.000000 Penalty: 5708.707031
	Iteration 85Q: 3 clusters Score -8811489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -8811498.000000 Penalty: 5708.707031
	Iteration 86Q: 3 clusters Score -8811498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 96494 members 
Entering Unmasked Estep 
Score: -8811495.000000 Penalty: 5708.707031
	Iteration 87Q: 3 clusters Score -8811495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -8811489.000000 Penalty: 5708.707031
	Iteration 88Q: 3 clusters Score -8811489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -8811488.000000 Penalty: 5708.707031
	Iteration 89Q: 3 clusters Score -8811488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -8811497.000000 Penalty: 5708.707031
	Iteration 90Q: 3 clusters Score -8811497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -8811501.000000 Penalty: 5708.707031
	Iteration 91Q: 3 clusters Score -8811501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -8811509.000000 Penalty: 5708.707031
	Iteration 92Q: 3 clusters Score -8811509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 96527 members 
Entering Unmasked Estep 
Score: -8811506.000000 Penalty: 5708.707031
	Iteration 93Q: 3 clusters Score -8811506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -8811502.000000 Penalty: 5708.707031
	Iteration 94Q: 3 clusters Score -8811502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -8811509.000000 Penalty: 5708.707031
	Iteration 95Q: 3 clusters Score -8811509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -8811503.000000 Penalty: 5708.707031
	Iteration 96Q: 3 clusters Score -8811503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -8811498.000000 Penalty: 5708.707031
	Iteration 97Q: 3 clusters Score -8811498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -8811498.000000 Penalty: 5708.707031
	Iteration 98Q: 3 clusters Score -8811498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -8811498.000000 Penalty: 5708.707031
	Iteration 99Q: 3 clusters Score -8811498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -8811497.000000 Penalty: 5708.707031
	Iteration 100F: 3 clusters Score -8811497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -8811499.000000 Penalty: 5708.707031
	Iteration 101Q: 3 clusters Score -8811499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -8811503.000000 Penalty: 5708.707031
	Iteration 102Q: 3 clusters Score -8811503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -8811503.000000 Penalty: 5708.707031
	Iteration 103F: 3 clusters Score -8811503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74897 members 
Entering Unmasked Estep 
Score: -7314829.000000 Penalty: 2783.519531
	Iteration 0F: 2 clusters Score -7314829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -7264873.000000 Penalty: 5567.039062
	Iteration 0F: 3 clusters Score -7264873 nChanged 35111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -7284532.000000 Penalty: 5567.039062
	Iteration 1F: 3 clusters Score -7284532 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -7285419.000000 Penalty: 5567.039062
	Iteration 2Q: 3 clusters Score -7285419 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -7286564.000000 Penalty: 5567.039062
	Iteration 3Q: 3 clusters Score -7286564 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -7288192.000000 Penalty: 5567.039062
	Iteration 4Q: 3 clusters Score -7288192 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -7290497.500000 Penalty: 5567.039062
	Iteration 5F: 3 clusters Score -7290498 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7293502.500000 Penalty: 5567.039062
	Iteration 6F: 3 clusters Score -7293502 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -7297063.000000 Penalty: 5567.039062
	Iteration 7F: 3 clusters Score -7297063 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -7300841.500000 Penalty: 5567.039062
	Iteration 8F: 3 clusters Score -7300842 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -7304590.000000 Penalty: 5567.039062
	Iteration 9F: 3 clusters Score -7304590 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -7307802.000000 Penalty: 5567.039062
	Iteration 10Q: 3 clusters Score -7307802 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7310032.500000 Penalty: 5567.039062
	Iteration 11Q: 3 clusters Score -7310032 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7311377.500000 Penalty: 5567.039062
	Iteration 12Q: 3 clusters Score -7311378 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7312092.000000 Penalty: 5567.039062
	Iteration 13Q: 3 clusters Score -7312092 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7312429.000000 Penalty: 5567.039062
	Iteration 14Q: 3 clusters Score -7312429 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7312602.500000 Penalty: 5567.039062
	Iteration 15Q: 3 clusters Score -7312602 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7312686.500000 Penalty: 5567.039062
	Iteration 16Q: 3 clusters Score -7312686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7312747.500000 Penalty: 5567.039062
	Iteration 17Q: 3 clusters Score -7312748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7312811.000000 Penalty: 5567.039062
	Iteration 18Q: 3 clusters Score -7312811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7312902.500000 Penalty: 5567.039062
	Iteration 19Q: 3 clusters Score -7312902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7313170.500000 Penalty: 5567.039062
	Iteration 20F: 3 clusters Score -7313170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7313462.500000 Penalty: 5567.039062
	Iteration 21Q: 3 clusters Score -7313462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7313647.500000 Penalty: 5567.039062
	Iteration 22Q: 3 clusters Score -7313648 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7313753.500000 Penalty: 5567.039062
	Iteration 23Q: 3 clusters Score -7313754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7313796.500000 Penalty: 5567.039062
	Iteration 24Q: 3 clusters Score -7313796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7313837.000000 Penalty: 5567.039062
	Iteration 25Q: 3 clusters Score -7313837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7313850.000000 Penalty: 5567.039062
	Iteration 26Q: 3 clusters Score -7313850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7313875.000000 Penalty: 5567.039062
	Iteration 27Q: 3 clusters Score -7313875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7313914.500000 Penalty: 5567.039062
	Iteration 28Q: 3 clusters Score -7313914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7313943.000000 Penalty: 5567.039062
	Iteration 29Q: 3 clusters Score -7313943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7313970.500000 Penalty: 5567.039062
	Iteration 30Q: 3 clusters Score -7313970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7313977.500000 Penalty: 5567.039062
	Iteration 31Q: 3 clusters Score -7313978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7313994.500000 Penalty: 5567.039062
	Iteration 32Q: 3 clusters Score -7313994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7313993.500000 Penalty: 5567.039062
	Iteration 33Q: 3 clusters Score -7313994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7314008.500000 Penalty: 5567.039062
	Iteration 34Q: 3 clusters Score -7314008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7314000.000000 Penalty: 5567.039062
	Iteration 35Q: 3 clusters Score -7314000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7314007.500000 Penalty: 5567.039062
	Iteration 36Q: 3 clusters Score -7314008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7314006.500000 Penalty: 5567.039062
	Iteration 37Q: 3 clusters Score -7314006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7314010.000000 Penalty: 5567.039062
	Iteration 38Q: 3 clusters Score -7314010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7314006.000000 Penalty: 5567.039062
	Iteration 39Q: 3 clusters Score -7314006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7314005.500000 Penalty: 5567.039062
	Iteration 40F: 3 clusters Score -7314006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7314012.500000 Penalty: 5567.039062
	Iteration 41Q: 3 clusters Score -7314012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7314012.500000 Penalty: 5567.039062
	Iteration 42Q: 3 clusters Score -7314012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7314021.000000 Penalty: 5567.039062
	Iteration 43Q: 3 clusters Score -7314021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7314016.500000 Penalty: 5567.039062
	Iteration 44Q: 3 clusters Score -7314016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7314014.000000 Penalty: 5567.039062
	Iteration 45Q: 3 clusters Score -7314014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7314014.000000 Penalty: 5567.039062
	Iteration 46F: 3 clusters Score -7314014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -217153.812500 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -217153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -214371.140625 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -214371.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -214978.296875 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -214978.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -215142.328125 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -215142.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -215237.328125 Penalty: 3841.521484
	Iteration 3Q: 3 clusters Score -215237.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -215314.343750 Penalty: 3841.521484
	Iteration 4Q: 3 clusters Score -215314.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -215391.468750 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -215391.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -215466.984375 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -215467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215561.921875 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -215561.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -215712.984375 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -215713 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -215893.515625 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -215893.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -216088.156250 Penalty: 3841.521484
	Iteration 10F: 3 clusters Score -216088.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -216202.343750 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -216202.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -216263.781250 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -216263.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -216310.546875 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -216310.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -216344.218750 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -216344.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -216367.953125 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -216368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -216380.859375 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -216380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -216389.625000 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -216389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -216397.328125 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -216397.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -216408.562500 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -216408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -216420.671875 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -216420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -216426.546875 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -216426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -216428.250000 Penalty: 3841.521484
	Iteration 22Q: 3 clusters Score -216428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -216428.734375 Penalty: 3841.521484
	Iteration 23Q: 3 clusters Score -216428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -216428.734375 Penalty: 3841.521484
	Iteration 24F: 3 clusters Score -216428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Entering Unmasked Estep 
Score: -1997803.750000 Penalty: 2464.452637
	Iteration 0F: 2 clusters Score -1997804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1983266.625000 Penalty: 4928.905273
	Iteration 0F: 3 clusters Score -1983267 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1988525.750000 Penalty: 4928.905273
	Iteration 1F: 3 clusters Score -1988526 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1989174.500000 Penalty: 4928.905273
	Iteration 2F: 3 clusters Score -1989174 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1989859.750000 Penalty: 4928.905273
	Iteration 3F: 3 clusters Score -1989860 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1990700.000000 Penalty: 4928.905273
	Iteration 4F: 3 clusters Score -1990700 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1991703.125000 Penalty: 4928.905273
	Iteration 5F: 3 clusters Score -1991703 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1992720.875000 Penalty: 4928.905273
	Iteration 6F: 3 clusters Score -1992721 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1993523.000000 Penalty: 4928.905273
	Iteration 7F: 3 clusters Score -1993523 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1994139.250000 Penalty: 4928.905273
	Iteration 8Q: 3 clusters Score -1994139 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1994571.500000 Penalty: 4928.905273
	Iteration 9Q: 3 clusters Score -1994572 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1994857.250000 Penalty: 4928.905273
	Iteration 10Q: 3 clusters Score -1994857 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1995088.625000 Penalty: 4928.905273
	Iteration 11Q: 3 clusters Score -1995089 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1995274.000000 Penalty: 4928.905273
	Iteration 12Q: 3 clusters Score -1995274 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1995377.375000 Penalty: 4928.905273
	Iteration 13Q: 3 clusters Score -1995377 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1995461.625000 Penalty: 4928.905273
	Iteration 14Q: 3 clusters Score -1995462 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1995541.750000 Penalty: 4928.905273
	Iteration 15Q: 3 clusters Score -1995542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1995604.000000 Penalty: 4928.905273
	Iteration 16Q: 3 clusters Score -1995604 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1995658.000000 Penalty: 4928.905273
	Iteration 17Q: 3 clusters Score -1995658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1995708.625000 Penalty: 4928.905273
	Iteration 18Q: 3 clusters Score -1995709 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1995755.625000 Penalty: 4928.905273
	Iteration 19Q: 3 clusters Score -1995756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1995805.375000 Penalty: 4928.905273
	Iteration 20F: 3 clusters Score -1995805 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1995873.250000 Penalty: 4928.905273
	Iteration 21Q: 3 clusters Score -1995873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1995930.500000 Penalty: 4928.905273
	Iteration 22Q: 3 clusters Score -1995930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1995988.250000 Penalty: 4928.905273
	Iteration 23Q: 3 clusters Score -1995988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1996052.000000 Penalty: 4928.905273
	Iteration 24Q: 3 clusters Score -1996052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1996102.125000 Penalty: 4928.905273
	Iteration 25Q: 3 clusters Score -1996102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1996136.500000 Penalty: 4928.905273
	Iteration 26Q: 3 clusters Score -1996136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1996163.375000 Penalty: 4928.905273
	Iteration 27Q: 3 clusters Score -1996163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1996185.375000 Penalty: 4928.905273
	Iteration 28Q: 3 clusters Score -1996185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1996211.375000 Penalty: 4928.905273
	Iteration 29Q: 3 clusters Score -1996211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1996223.750000 Penalty: 4928.905273
	Iteration 30Q: 3 clusters Score -1996224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1996234.250000 Penalty: 4928.905273
	Iteration 31Q: 3 clusters Score -1996234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1996244.250000 Penalty: 4928.905273
	Iteration 32Q: 3 clusters Score -1996244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1996249.375000 Penalty: 4928.905273
	Iteration 33Q: 3 clusters Score -1996249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1996256.625000 Penalty: 4928.905273
	Iteration 34Q: 3 clusters Score -1996257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1996266.750000 Penalty: 4928.905273
	Iteration 35Q: 3 clusters Score -1996267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1996267.625000 Penalty: 4928.905273
	Iteration 36Q: 3 clusters Score -1996268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1996273.000000 Penalty: 4928.905273
	Iteration 37Q: 3 clusters Score -1996273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1996273.500000 Penalty: 4928.905273
	Iteration 38Q: 3 clusters Score -1996274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1996275.250000 Penalty: 4928.905273
	Iteration 39Q: 3 clusters Score -1996275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1996280.500000 Penalty: 4928.905273
	Iteration 40F: 3 clusters Score -1996280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1996285.875000 Penalty: 4928.905273
	Iteration 41Q: 3 clusters Score -1996286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1996285.500000 Penalty: 4928.905273
	Iteration 42Q: 3 clusters Score -1996286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1996288.125000 Penalty: 4928.905273
	Iteration 43Q: 3 clusters Score -1996288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1996286.875000 Penalty: 4928.905273
	Iteration 44Q: 3 clusters Score -1996287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1996292.125000 Penalty: 4928.905273
	Iteration 45Q: 3 clusters Score -1996292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1996292.250000 Penalty: 4928.905273
	Iteration 46Q: 3 clusters Score -1996292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1996295.000000 Penalty: 4928.905273
	Iteration 47Q: 3 clusters Score -1996295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1996296.625000 Penalty: 4928.905273
	Iteration 48Q: 3 clusters Score -1996297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1996303.250000 Penalty: 4928.905273
	Iteration 49Q: 3 clusters Score -1996303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1996305.875000 Penalty: 4928.905273
	Iteration 50Q: 3 clusters Score -1996306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1996303.750000 Penalty: 4928.905273
	Iteration 51Q: 3 clusters Score -1996304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1996300.625000 Penalty: 4928.905273
	Iteration 52Q: 3 clusters Score -1996301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1996302.875000 Penalty: 4928.905273
	Iteration 53Q: 3 clusters Score -1996303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1996304.875000 Penalty: 4928.905273
	Iteration 54Q: 3 clusters Score -1996305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1996304.500000 Penalty: 4928.905273
	Iteration 55Q: 3 clusters Score -1996304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1996306.750000 Penalty: 4928.905273
	Iteration 56Q: 3 clusters Score -1996307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1996306.750000 Penalty: 4928.905273
	Iteration 57F: 3 clusters Score -1996307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Entering Unmasked Estep 
Score: -1907092.000000 Penalty: 2461.388916
	Iteration 0F: 2 clusters Score -1907092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1892715.375000 Penalty: 4922.777832
	Iteration 0F: 3 clusters Score -1892715 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1897643.125000 Penalty: 4922.777832
	Iteration 1F: 3 clusters Score -1897643 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1898281.375000 Penalty: 4922.777832
	Iteration 2F: 3 clusters Score -1898281 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1899002.125000 Penalty: 4922.777832
	Iteration 3F: 3 clusters Score -1899002 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1899795.000000 Penalty: 4922.777832
	Iteration 4F: 3 clusters Score -1899795 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1900539.375000 Penalty: 4922.777832
	Iteration 5F: 3 clusters Score -1900539 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1901232.625000 Penalty: 4922.777832
	Iteration 6F: 3 clusters Score -1901233 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1901871.250000 Penalty: 4922.777832
	Iteration 7F: 3 clusters Score -1901871 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1902372.125000 Penalty: 4922.777832
	Iteration 8Q: 3 clusters Score -1902372 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1902744.125000 Penalty: 4922.777832
	Iteration 9Q: 3 clusters Score -1902744 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1903022.125000 Penalty: 4922.777832
	Iteration 10Q: 3 clusters Score -1903022 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1903251.750000 Penalty: 4922.777832
	Iteration 11Q: 3 clusters Score -1903252 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1903447.000000 Penalty: 4922.777832
	Iteration 12Q: 3 clusters Score -1903447 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1903625.500000 Penalty: 4922.777832
	Iteration 13Q: 3 clusters Score -1903626 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1903792.625000 Penalty: 4922.777832
	Iteration 14Q: 3 clusters Score -1903793 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1903947.375000 Penalty: 4922.777832
	Iteration 15Q: 3 clusters Score -1903947 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1904105.125000 Penalty: 4922.777832
	Iteration 16Q: 3 clusters Score -1904105 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1904256.125000 Penalty: 4922.777832
	Iteration 17Q: 3 clusters Score -1904256 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1904430.500000 Penalty: 4922.777832
	Iteration 18Q: 3 clusters Score -1904430 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1904593.750000 Penalty: 4922.777832
	Iteration 19Q: 3 clusters Score -1904594 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1904754.250000 Penalty: 4922.777832
	Iteration 20F: 3 clusters Score -1904754 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1904931.000000 Penalty: 4922.777832
	Iteration 21Q: 3 clusters Score -1904931 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1905089.750000 Penalty: 4922.777832
	Iteration 22Q: 3 clusters Score -1905090 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1905235.500000 Penalty: 4922.777832
	Iteration 23Q: 3 clusters Score -1905236 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1905354.875000 Penalty: 4922.777832
	Iteration 24Q: 3 clusters Score -1905355 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1905445.375000 Penalty: 4922.777832
	Iteration 25Q: 3 clusters Score -1905445 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1905525.500000 Penalty: 4922.777832
	Iteration 26Q: 3 clusters Score -1905526 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1905598.875000 Penalty: 4922.777832
	Iteration 27Q: 3 clusters Score -1905599 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1905662.250000 Penalty: 4922.777832
	Iteration 28Q: 3 clusters Score -1905662 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1905718.125000 Penalty: 4922.777832
	Iteration 29Q: 3 clusters Score -1905718 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1905778.375000 Penalty: 4922.777832
	Iteration 30Q: 3 clusters Score -1905778 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1905833.375000 Penalty: 4922.777832
	Iteration 31Q: 3 clusters Score -1905833 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1905886.750000 Penalty: 4922.777832
	Iteration 32Q: 3 clusters Score -1905887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1905917.375000 Penalty: 4922.777832
	Iteration 33Q: 3 clusters Score -1905917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1905951.625000 Penalty: 4922.777832
	Iteration 34Q: 3 clusters Score -1905952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1905977.250000 Penalty: 4922.777832
	Iteration 35Q: 3 clusters Score -1905977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1906007.500000 Penalty: 4922.777832
	Iteration 36Q: 3 clusters Score -1906008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1906023.500000 Penalty: 4922.777832
	Iteration 37Q: 3 clusters Score -1906024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1906041.250000 Penalty: 4922.777832
	Iteration 38Q: 3 clusters Score -1906041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1906050.875000 Penalty: 4922.777832
	Iteration 39Q: 3 clusters Score -1906051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1906064.500000 Penalty: 4922.777832
	Iteration 40F: 3 clusters Score -1906064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1906072.500000 Penalty: 4922.777832
	Iteration 41Q: 3 clusters Score -1906072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1906082.750000 Penalty: 4922.777832
	Iteration 42Q: 3 clusters Score -1906083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1906094.375000 Penalty: 4922.777832
	Iteration 43Q: 3 clusters Score -1906094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1906103.625000 Penalty: 4922.777832
	Iteration 44Q: 3 clusters Score -1906104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1906107.000000 Penalty: 4922.777832
	Iteration 45Q: 3 clusters Score -1906107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1906110.125000 Penalty: 4922.777832
	Iteration 46Q: 3 clusters Score -1906110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1906120.000000 Penalty: 4922.777832
	Iteration 47Q: 3 clusters Score -1906120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1906121.125000 Penalty: 4922.777832
	Iteration 48Q: 3 clusters Score -1906121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1906123.625000 Penalty: 4922.777832
	Iteration 49Q: 3 clusters Score -1906124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1906126.750000 Penalty: 4922.777832
	Iteration 50Q: 3 clusters Score -1906127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1906129.125000 Penalty: 4922.777832
	Iteration 51Q: 3 clusters Score -1906129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1906131.000000 Penalty: 4922.777832
	Iteration 52Q: 3 clusters Score -1906131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1906129.375000 Penalty: 4922.777832
	Iteration 53Q: 3 clusters Score -1906129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1906137.375000 Penalty: 4922.777832
	Iteration 54Q: 3 clusters Score -1906137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1906139.375000 Penalty: 4922.777832
	Iteration 55Q: 3 clusters Score -1906139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1906138.875000 Penalty: 4922.777832
	Iteration 56Q: 3 clusters Score -1906139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1906147.875000 Penalty: 4922.777832
	Iteration 57Q: 3 clusters Score -1906148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1906151.750000 Penalty: 4922.777832
	Iteration 58Q: 3 clusters Score -1906152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1906157.875000 Penalty: 4922.777832
	Iteration 59Q: 3 clusters Score -1906158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1906160.250000 Penalty: 4922.777832
	Iteration 60F: 3 clusters Score -1906160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1906164.500000 Penalty: 4922.777832
	Iteration 61Q: 3 clusters Score -1906164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1906170.375000 Penalty: 4922.777832
	Iteration 62Q: 3 clusters Score -1906170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1906176.250000 Penalty: 4922.777832
	Iteration 63Q: 3 clusters Score -1906176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1906182.750000 Penalty: 4922.777832
	Iteration 64Q: 3 clusters Score -1906183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1906190.250000 Penalty: 4922.777832
	Iteration 65Q: 3 clusters Score -1906190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1906187.625000 Penalty: 4922.777832
	Iteration 66Q: 3 clusters Score -1906188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1906192.750000 Penalty: 4922.777832
	Iteration 67Q: 3 clusters Score -1906193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1906198.000000 Penalty: 4922.777832
	Iteration 68Q: 3 clusters Score -1906198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1906204.125000 Penalty: 4922.777832
	Iteration 69Q: 3 clusters Score -1906204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1906206.750000 Penalty: 4922.777832
	Iteration 70Q: 3 clusters Score -1906207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1906207.625000 Penalty: 4922.777832
	Iteration 71Q: 3 clusters Score -1906208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1906217.375000 Penalty: 4922.777832
	Iteration 72Q: 3 clusters Score -1906217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1906222.750000 Penalty: 4922.777832
	Iteration 73Q: 3 clusters Score -1906223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1906222.000000 Penalty: 4922.777832
	Iteration 74Q: 3 clusters Score -1906222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1906222.625000 Penalty: 4922.777832
	Iteration 75Q: 3 clusters Score -1906223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1906226.250000 Penalty: 4922.777832
	Iteration 76Q: 3 clusters Score -1906226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1906230.875000 Penalty: 4922.777832
	Iteration 77Q: 3 clusters Score -1906231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1906231.875000 Penalty: 4922.777832
	Iteration 78Q: 3 clusters Score -1906232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1906236.625000 Penalty: 4922.777832
	Iteration 79Q: 3 clusters Score -1906237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1906238.875000 Penalty: 4922.777832
	Iteration 80F: 3 clusters Score -1906239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1906243.875000 Penalty: 4922.777832
	Iteration 81Q: 3 clusters Score -1906244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1906245.000000 Penalty: 4922.777832
	Iteration 82Q: 3 clusters Score -1906245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1906245.875000 Penalty: 4922.777832
	Iteration 83Q: 3 clusters Score -1906246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1906245.125000 Penalty: 4922.777832
	Iteration 84Q: 3 clusters Score -1906245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1906247.375000 Penalty: 4922.777832
	Iteration 85Q: 3 clusters Score -1906247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1906247.375000 Penalty: 4922.777832
	Iteration 86F: 3 clusters Score -1906247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -972657.875000 Penalty: 2275.406006
	Iteration 0F: 2 clusters Score -972657.9 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 4869 members 
Entering Unmasked Estep 
Score: -965194.437500 Penalty: 4550.812012
	Iteration 0F: 3 clusters Score -965194.4 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -967335.250000 Penalty: 4550.812012
	Iteration 1F: 3 clusters Score -967335.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -967587.250000 Penalty: 4550.812012
	Iteration 2F: 3 clusters Score -967587.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -967737.687500 Penalty: 4550.812012
	Iteration 3Q: 3 clusters Score -967737.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -967845.375000 Penalty: 4550.812012
	Iteration 4Q: 3 clusters Score -967845.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -967928.250000 Penalty: 4550.812012
	Iteration 5Q: 3 clusters Score -967928.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -967996.375000 Penalty: 4550.812012
	Iteration 6Q: 3 clusters Score -967996.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -968062.437500 Penalty: 4550.812012
	Iteration 7Q: 3 clusters Score -968062.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -968132.750000 Penalty: 4550.812012
	Iteration 8Q: 3 clusters Score -968132.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -968212.937500 Penalty: 4550.812012
	Iteration 9Q: 3 clusters Score -968212.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -968276.875000 Penalty: 4550.812012
	Iteration 10Q: 3 clusters Score -968276.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -968339.375000 Penalty: 4550.812012
	Iteration 11Q: 3 clusters Score -968339.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -968406.562500 Penalty: 4550.812012
	Iteration 12Q: 3 clusters Score -968406.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -968508.125000 Penalty: 4550.812012
	Iteration 13Q: 3 clusters Score -968508.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -968645.562500 Penalty: 4550.812012
	Iteration 14Q: 3 clusters Score -968645.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -968807.812500 Penalty: 4550.812012
	Iteration 15Q: 3 clusters Score -968807.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -968989.812500 Penalty: 4550.812012
	Iteration 16Q: 3 clusters Score -968989.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -969201.000000 Penalty: 4550.812012
	Iteration 17Q: 3 clusters Score -969201 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -969438.625000 Penalty: 4550.812012
	Iteration 18Q: 3 clusters Score -969438.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -969709.437500 Penalty: 4550.812012
	Iteration 19Q: 3 clusters Score -969709.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -970005.750000 Penalty: 4550.812012
	Iteration 20F: 3 clusters Score -970005.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -970230.687500 Penalty: 4550.812012
	Iteration 21Q: 3 clusters Score -970230.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -970362.062500 Penalty: 4550.812012
	Iteration 22Q: 3 clusters Score -970362.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -970463.562500 Penalty: 4550.812012
	Iteration 23Q: 3 clusters Score -970463.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -970527.625000 Penalty: 4550.812012
	Iteration 24Q: 3 clusters Score -970527.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -970575.500000 Penalty: 4550.812012
	Iteration 25Q: 3 clusters Score -970575.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -970610.750000 Penalty: 4550.812012
	Iteration 26Q: 3 clusters Score -970610.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -970624.125000 Penalty: 4550.812012
	Iteration 27Q: 3 clusters Score -970624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -970635.250000 Penalty: 4550.812012
	Iteration 28Q: 3 clusters Score -970635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -970642.312500 Penalty: 4550.812012
	Iteration 29Q: 3 clusters Score -970642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -970650.312500 Penalty: 4550.812012
	Iteration 30Q: 3 clusters Score -970650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -970654.437500 Penalty: 4550.812012
	Iteration 31Q: 3 clusters Score -970654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -970662.875000 Penalty: 4550.812012
	Iteration 32Q: 3 clusters Score -970662.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -970671.625000 Penalty: 4550.812012
	Iteration 33Q: 3 clusters Score -970671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -970673.125000 Penalty: 4550.812012
	Iteration 34Q: 3 clusters Score -970673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -970673.125000 Penalty: 4550.812012
	Iteration 35Q: 3 clusters Score -970673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -970673.125000 Penalty: 4550.812012
	Iteration 36F: 3 clusters Score -970673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -179457.453125 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -179457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -176843.796875 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -176843.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -177300.359375 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -177300.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -177439.609375 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -177439.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -177500.921875 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -177500.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -177537.000000 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -177537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -177554.609375 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -177554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177570.921875 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -177570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -177585.265625 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -177585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177596.250000 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -177596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177601.062500 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -177601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177605.875000 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -177605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -177610.671875 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -177610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -177613.546875 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -177613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -177621.015625 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -177621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177630.218750 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -177630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177639.421875 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -177639.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -177649.359375 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -177649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177657.453125 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -177657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -177662.171875 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -177662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -177662.906250 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -177662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -177662.906250 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -177662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1062229.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1054252.625000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1054253 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1056604.125000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1056604 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1056896.875000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1056897 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1057090.250000 Penalty: 4592.056152
	Iteration 3Q: 3 clusters Score -1057090 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1057262.000000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -1057262 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1057439.250000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -1057439 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1057646.125000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1057646 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1057872.000000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1057872 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1058171.875000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1058172 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1058518.875000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1058519 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1058885.000000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1058885 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1059220.625000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1059221 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1059507.375000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1059507 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1059721.875000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1059722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1059877.250000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1059877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1059996.000000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1059996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1060065.375000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1060065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1060104.000000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1060104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1060126.500000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1060126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1060145.375000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1060145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1060164.375000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1060164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1060179.875000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1060180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1060183.875000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1060184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1060187.875000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1060188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1060192.250000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1060192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1060192.250000 Penalty: 4592.056152
	Iteration 25F: 3 clusters Score -1060192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Entering Unmasked Estep 
Score: -3147519.000000 Penalty: 2577.400146
	Iteration 0F: 2 clusters Score -3147519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3125147.500000 Penalty: 5154.800293
	Iteration 0F: 3 clusters Score -3125148 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3133218.250000 Penalty: 5154.800293
	Iteration 1F: 3 clusters Score -3133218 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3133609.000000 Penalty: 5154.800293
	Iteration 2Q: 3 clusters Score -3133609 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3134006.750000 Penalty: 5154.800293
	Iteration 3Q: 3 clusters Score -3134007 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3134361.750000 Penalty: 5154.800293
	Iteration 4Q: 3 clusters Score -3134362 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3134807.000000 Penalty: 5154.800293
	Iteration 5Q: 3 clusters Score -3134807 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3135387.750000 Penalty: 5154.800293
	Iteration 6Q: 3 clusters Score -3135388 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3136216.500000 Penalty: 5154.800293
	Iteration 7Q: 3 clusters Score -3136216 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3137475.500000 Penalty: 5154.800293
	Iteration 8F: 3 clusters Score -3137476 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3139314.250000 Penalty: 5154.800293
	Iteration 9F: 3 clusters Score -3139314 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3141566.000000 Penalty: 5154.800293
	Iteration 10F: 3 clusters Score -3141566 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3143317.500000 Penalty: 5154.800293
	Iteration 11F: 3 clusters Score -3143318 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -3144323.250000 Penalty: 5154.800293
	Iteration 12Q: 3 clusters Score -3144323 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3144780.750000 Penalty: 5154.800293
	Iteration 13Q: 3 clusters Score -3144781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3144970.250000 Penalty: 5154.800293
	Iteration 14Q: 3 clusters Score -3144970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3145067.000000 Penalty: 5154.800293
	Iteration 15Q: 3 clusters Score -3145067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -3145128.500000 Penalty: 5154.800293
	Iteration 16Q: 3 clusters Score -3145128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3145155.250000 Penalty: 5154.800293
	Iteration 17Q: 3 clusters Score -3145155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3145174.250000 Penalty: 5154.800293
	Iteration 18Q: 3 clusters Score -3145174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3145186.000000 Penalty: 5154.800293
	Iteration 19Q: 3 clusters Score -3145186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3145193.500000 Penalty: 5154.800293
	Iteration 20F: 3 clusters Score -3145194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -3145198.750000 Penalty: 5154.800293
	Iteration 21Q: 3 clusters Score -3145199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3145199.500000 Penalty: 5154.800293
	Iteration 22Q: 3 clusters Score -3145200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3145199.250000 Penalty: 5154.800293
	Iteration 23Q: 3 clusters Score -3145199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3145199.250000 Penalty: 5154.800293
	Iteration 24F: 3 clusters Score -3145199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -273984.187500 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -273984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -270769.250000 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -270769.2 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -271411.468750 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -271411.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -271548.718750 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -271548.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -271626.281250 Penalty: 3954.514160
	Iteration 3Q: 3 clusters Score -271626.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -271690.812500 Penalty: 3954.514160
	Iteration 4Q: 3 clusters Score -271690.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -271730.937500 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -271730.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271768.531250 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -271768.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271804.843750 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -271804.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -271834.718750 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -271834.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -271863.218750 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -271863.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -271893.468750 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -271893.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271911.687500 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -271911.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271935.218750 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -271935.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -271962.125000 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -271962.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271983.343750 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -271983.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -272007.531250 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -272007.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272035.906250 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -272035.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -272061.687500 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -272061.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -272086.343750 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -272086.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -272112.031250 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -272112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -272126.281250 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -272126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -272140.375000 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -272140.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -272153.375000 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -272153.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -272181.968750 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -272182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -272206.031250 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -272206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -272226.031250 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -272226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -272245.656250 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -272245.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -272267.281250 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -272267.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -272288.562500 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -272288.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -272303.000000 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -272303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272317.187500 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -272317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -272335.593750 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -272335.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -272347.343750 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -272347.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -272353.968750 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -272354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272360.500000 Penalty: 3954.514160
	Iteration 34Q: 3 clusters Score -272360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -272364.031250 Penalty: 3954.514160
	Iteration 35Q: 3 clusters Score -272364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -272367.468750 Penalty: 3954.514160
	Iteration 36Q: 3 clusters Score -272367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272369.000000 Penalty: 3954.514160
	Iteration 37Q: 3 clusters Score -272369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -272370.968750 Penalty: 3954.514160
	Iteration 38Q: 3 clusters Score -272371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -272373.656250 Penalty: 3954.514160
	Iteration 39Q: 3 clusters Score -272373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -272374.375000 Penalty: 3954.514160
	Iteration 40F: 3 clusters Score -272374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -272374.687500 Penalty: 3954.514160
	Iteration 41Q: 3 clusters Score -272374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -272375.531250 Penalty: 3954.514160
	Iteration 42Q: 3 clusters Score -272375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -272376.625000 Penalty: 3954.514160
	Iteration 43Q: 3 clusters Score -272376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -272376.906250 Penalty: 3954.514160
	Iteration 44Q: 3 clusters Score -272376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -272376.906250 Penalty: 3954.514160
	Iteration 45F: 3 clusters Score -272376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -339417.625000 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -339417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -335845.812500 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -335845.8 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -336663.593750 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -336663.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -336862.843750 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -336862.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -336980.750000 Penalty: 4054.652588
	Iteration 3Q: 3 clusters Score -336980.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -337075.593750 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -337075.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -337142.906250 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -337142.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337202.062500 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -337202.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -337275.875000 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -337275.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -337350.156250 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -337350.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337416.000000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -337416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -337478.375000 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -337478.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -337525.687500 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -337525.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -337575.437500 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -337575.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -337630.187500 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -337630.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -337678.968750 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -337679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -337721.812500 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -337721.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -337747.593750 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -337747.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -337764.187500 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -337764.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -337778.125000 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -337778.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -337796.843750 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -337796.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -337814.562500 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -337814.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -337826.812500 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -337826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -337841.625000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -337841.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -337853.500000 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -337853.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -337867.093750 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -337867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -337877.531250 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -337877.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -337887.843750 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -337887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -337892.687500 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -337892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -337898.000000 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -337898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337900.468750 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -337900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337903.906250 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -337903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -337905.750000 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -337905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -337906.343750 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -337906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -337906.343750 Penalty: 4054.652588
	Iteration 33F: 3 clusters Score -337906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -280642.062500 Penalty: 1989.027100
	Iteration 0F: 2 clusters Score -280642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -277332.250000 Penalty: 3978.054199
	Iteration 0F: 3 clusters Score -277332.2 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -278049.343750 Penalty: 3978.054199
	Iteration 1F: 3 clusters Score -278049.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -278235.593750 Penalty: 3978.054199
	Iteration 2F: 3 clusters Score -278235.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -278370.406250 Penalty: 3978.054199
	Iteration 3F: 3 clusters Score -278370.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -278483.625000 Penalty: 3978.054199
	Iteration 4Q: 3 clusters Score -278483.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -278570.781250 Penalty: 3978.054199
	Iteration 5Q: 3 clusters Score -278570.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -278633.250000 Penalty: 3978.054199
	Iteration 6Q: 3 clusters Score -278633.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -278685.031250 Penalty: 3978.054199
	Iteration 7Q: 3 clusters Score -278685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -278728.218750 Penalty: 3978.054199
	Iteration 8Q: 3 clusters Score -278728.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -278767.812500 Penalty: 3978.054199
	Iteration 9Q: 3 clusters Score -278767.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -278810.812500 Penalty: 3978.054199
	Iteration 10Q: 3 clusters Score -278810.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -278859.562500 Penalty: 3978.054199
	Iteration 11Q: 3 clusters Score -278859.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -278897.906250 Penalty: 3978.054199
	Iteration 12Q: 3 clusters Score -278897.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -278937.812500 Penalty: 3978.054199
	Iteration 13Q: 3 clusters Score -278937.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -278979.375000 Penalty: 3978.054199
	Iteration 14Q: 3 clusters Score -278979.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -279010.187500 Penalty: 3978.054199
	Iteration 15Q: 3 clusters Score -279010.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -279038.031250 Penalty: 3978.054199
	Iteration 16Q: 3 clusters Score -279038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -279066.718750 Penalty: 3978.054199
	Iteration 17Q: 3 clusters Score -279066.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -279095.812500 Penalty: 3978.054199
	Iteration 18Q: 3 clusters Score -279095.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -279114.062500 Penalty: 3978.054199
	Iteration 19Q: 3 clusters Score -279114.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -279132.375000 Penalty: 3978.054199
	Iteration 20F: 3 clusters Score -279132.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -279144.187500 Penalty: 3978.054199
	Iteration 21Q: 3 clusters Score -279144.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -279157.968750 Penalty: 3978.054199
	Iteration 22Q: 3 clusters Score -279158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -279170.062500 Penalty: 3978.054199
	Iteration 23Q: 3 clusters Score -279170.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -279185.187500 Penalty: 3978.054199
	Iteration 24Q: 3 clusters Score -279185.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -279203.812500 Penalty: 3978.054199
	Iteration 25Q: 3 clusters Score -279203.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -279225.156250 Penalty: 3978.054199
	Iteration 26Q: 3 clusters Score -279225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -279247.968750 Penalty: 3978.054199
	Iteration 27Q: 3 clusters Score -279248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -279271.062500 Penalty: 3978.054199
	Iteration 28Q: 3 clusters Score -279271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -279289.687500 Penalty: 3978.054199
	Iteration 29Q: 3 clusters Score -279289.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -279309.093750 Penalty: 3978.054199
	Iteration 30Q: 3 clusters Score -279309.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -279330.343750 Penalty: 3978.054199
	Iteration 31Q: 3 clusters Score -279330.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -279343.968750 Penalty: 3978.054199
	Iteration 32Q: 3 clusters Score -279344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -279353.375000 Penalty: 3978.054199
	Iteration 33Q: 3 clusters Score -279353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -279362.062500 Penalty: 3978.054199
	Iteration 34Q: 3 clusters Score -279362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -279368.781250 Penalty: 3978.054199
	Iteration 35Q: 3 clusters Score -279368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -279374.468750 Penalty: 3978.054199
	Iteration 36Q: 3 clusters Score -279374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -279378.343750 Penalty: 3978.054199
	Iteration 37Q: 3 clusters Score -279378.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -279384.500000 Penalty: 3978.054199
	Iteration 38Q: 3 clusters Score -279384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -279391.406250 Penalty: 3978.054199
	Iteration 39Q: 3 clusters Score -279391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -279398.687500 Penalty: 3978.054199
	Iteration 40F: 3 clusters Score -279398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -279401.593750 Penalty: 3978.054199
	Iteration 41Q: 3 clusters Score -279401.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -279403.031250 Penalty: 3978.054199
	Iteration 42Q: 3 clusters Score -279403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -279409.343750 Penalty: 3978.054199
	Iteration 43Q: 3 clusters Score -279409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -279413.062500 Penalty: 3978.054199
	Iteration 44Q: 3 clusters Score -279413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -279415.593750 Penalty: 3978.054199
	Iteration 45Q: 3 clusters Score -279415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -279417.625000 Penalty: 3978.054199
	Iteration 46Q: 3 clusters Score -279417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -279418.843750 Penalty: 3978.054199
	Iteration 47Q: 3 clusters Score -279418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -279418.500000 Penalty: 3978.054199
	Iteration 48Q: 3 clusters Score -279418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -279419.593750 Penalty: 3978.054199
	Iteration 49Q: 3 clusters Score -279419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -279419.687500 Penalty: 3978.054199
	Iteration 50Q: 3 clusters Score -279419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -279419.687500 Penalty: 3978.054199
	Iteration 51F: 3 clusters Score -279419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Entering Unmasked Estep 
Score: -708382.187500 Penalty: 2209.457031
	Iteration 0F: 2 clusters Score -708382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -702373.062500 Penalty: 4418.914062
	Iteration 0F: 3 clusters Score -702373.1 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -704096.875000 Penalty: 4418.914062
	Iteration 1F: 3 clusters Score -704096.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -704436.875000 Penalty: 4418.914062
	Iteration 2F: 3 clusters Score -704436.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -704701.250000 Penalty: 4418.914062
	Iteration 3F: 3 clusters Score -704701.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -704941.437500 Penalty: 4418.914062
	Iteration 4Q: 3 clusters Score -704941.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -705204.500000 Penalty: 4418.914062
	Iteration 5Q: 3 clusters Score -705204.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -705487.625000 Penalty: 4418.914062
	Iteration 6Q: 3 clusters Score -705487.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -705750.312500 Penalty: 4418.914062
	Iteration 7Q: 3 clusters Score -705750.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -705974.312500 Penalty: 4418.914062
	Iteration 8Q: 3 clusters Score -705974.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -706203.750000 Penalty: 4418.914062
	Iteration 9Q: 3 clusters Score -706203.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -706414.250000 Penalty: 4418.914062
	Iteration 10Q: 3 clusters Score -706414.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -706599.062500 Penalty: 4418.914062
	Iteration 11Q: 3 clusters Score -706599.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -706744.062500 Penalty: 4418.914062
	Iteration 12Q: 3 clusters Score -706744.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -706866.937500 Penalty: 4418.914062
	Iteration 13Q: 3 clusters Score -706866.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -706961.250000 Penalty: 4418.914062
	Iteration 14Q: 3 clusters Score -706961.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -707024.250000 Penalty: 4418.914062
	Iteration 15Q: 3 clusters Score -707024.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -707068.625000 Penalty: 4418.914062
	Iteration 16Q: 3 clusters Score -707068.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -707109.250000 Penalty: 4418.914062
	Iteration 17Q: 3 clusters Score -707109.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -707131.875000 Penalty: 4418.914062
	Iteration 18Q: 3 clusters Score -707131.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -707145.062500 Penalty: 4418.914062
	Iteration 19Q: 3 clusters Score -707145.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -707155.375000 Penalty: 4418.914062
	Iteration 20F: 3 clusters Score -707155.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -707165.187500 Penalty: 4418.914062
	Iteration 21Q: 3 clusters Score -707165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -707175.250000 Penalty: 4418.914062
	Iteration 22Q: 3 clusters Score -707175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -707185.000000 Penalty: 4418.914062
	Iteration 23Q: 3 clusters Score -707185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -707193.437500 Penalty: 4418.914062
	Iteration 24Q: 3 clusters Score -707193.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -707201.750000 Penalty: 4418.914062
	Iteration 25Q: 3 clusters Score -707201.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -707209.500000 Penalty: 4418.914062
	Iteration 26Q: 3 clusters Score -707209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -707215.937500 Penalty: 4418.914062
	Iteration 27Q: 3 clusters Score -707215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -707220.250000 Penalty: 4418.914062
	Iteration 28Q: 3 clusters Score -707220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -707221.500000 Penalty: 4418.914062
	Iteration 29Q: 3 clusters Score -707221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -707223.437500 Penalty: 4418.914062
	Iteration 30Q: 3 clusters Score -707223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -707225.062500 Penalty: 4418.914062
	Iteration 31Q: 3 clusters Score -707225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -707224.625000 Penalty: 4418.914062
	Iteration 32Q: 3 clusters Score -707224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -707224.875000 Penalty: 4418.914062
	Iteration 33Q: 3 clusters Score -707224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -707226.875000 Penalty: 4418.914062
	Iteration 34Q: 3 clusters Score -707226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -707225.500000 Penalty: 4418.914062
	Iteration 35Q: 3 clusters Score -707225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -707225.500000 Penalty: 4418.914062
	Iteration 36F: 3 clusters Score -707225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Entering Unmasked Estep 
Score: -3304164.250000 Penalty: 2584.001221
	Iteration 0F: 2 clusters Score -3304164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3281454.250000 Penalty: 5168.002441
	Iteration 0F: 3 clusters Score -3281454 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3289738.000000 Penalty: 5168.002441
	Iteration 1F: 3 clusters Score -3289738 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3290242.750000 Penalty: 5168.002441
	Iteration 2Q: 3 clusters Score -3290243 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3290657.750000 Penalty: 5168.002441
	Iteration 3Q: 3 clusters Score -3290658 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3291010.250000 Penalty: 5168.002441
	Iteration 4Q: 3 clusters Score -3291010 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3291343.750000 Penalty: 5168.002441
	Iteration 5Q: 3 clusters Score -3291344 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3291671.000000 Penalty: 5168.002441
	Iteration 6Q: 3 clusters Score -3291671 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3292042.000000 Penalty: 5168.002441
	Iteration 7Q: 3 clusters Score -3292042 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3292462.250000 Penalty: 5168.002441
	Iteration 8Q: 3 clusters Score -3292462 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3292952.750000 Penalty: 5168.002441
	Iteration 9Q: 3 clusters Score -3292953 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3293560.000000 Penalty: 5168.002441
	Iteration 10Q: 3 clusters Score -3293560 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3294305.750000 Penalty: 5168.002441
	Iteration 11Q: 3 clusters Score -3294306 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3295247.000000 Penalty: 5168.002441
	Iteration 12Q: 3 clusters Score -3295247 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3296305.250000 Penalty: 5168.002441
	Iteration 13Q: 3 clusters Score -3296305 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3297482.750000 Penalty: 5168.002441
	Iteration 14Q: 3 clusters Score -3297483 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3298576.500000 Penalty: 5168.002441
	Iteration 15Q: 3 clusters Score -3298576 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3299485.500000 Penalty: 5168.002441
	Iteration 16Q: 3 clusters Score -3299486 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -3300246.750000 Penalty: 5168.002441
	Iteration 17Q: 3 clusters Score -3300247 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3300810.500000 Penalty: 5168.002441
	Iteration 18Q: 3 clusters Score -3300810 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3301209.750000 Penalty: 5168.002441
	Iteration 19Q: 3 clusters Score -3301210 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -3301515.250000 Penalty: 5168.002441
	Iteration 20F: 3 clusters Score -3301515 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3301757.250000 Penalty: 5168.002441
	Iteration 21Q: 3 clusters Score -3301757 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3301918.000000 Penalty: 5168.002441
	Iteration 22Q: 3 clusters Score -3301918 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -3301996.000000 Penalty: 5168.002441
	Iteration 23Q: 3 clusters Score -3301996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3302031.250000 Penalty: 5168.002441
	Iteration 24Q: 3 clusters Score -3302031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3302069.000000 Penalty: 5168.002441
	Iteration 25Q: 3 clusters Score -3302069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -3302087.250000 Penalty: 5168.002441
	Iteration 26Q: 3 clusters Score -3302087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3302104.750000 Penalty: 5168.002441
	Iteration 27Q: 3 clusters Score -3302105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3302115.000000 Penalty: 5168.002441
	Iteration 28Q: 3 clusters Score -3302115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3302123.250000 Penalty: 5168.002441
	Iteration 29Q: 3 clusters Score -3302123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3302133.500000 Penalty: 5168.002441
	Iteration 30Q: 3 clusters Score -3302134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3302137.750000 Penalty: 5168.002441
	Iteration 31Q: 3 clusters Score -3302138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3302140.000000 Penalty: 5168.002441
	Iteration 32Q: 3 clusters Score -3302140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3302144.000000 Penalty: 5168.002441
	Iteration 33Q: 3 clusters Score -3302144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3302143.250000 Penalty: 5168.002441
	Iteration 34Q: 3 clusters Score -3302143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3302144.750000 Penalty: 5168.002441
	Iteration 35Q: 3 clusters Score -3302145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3302146.000000 Penalty: 5168.002441
	Iteration 36Q: 3 clusters Score -3302146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3302147.250000 Penalty: 5168.002441
	Iteration 37Q: 3 clusters Score -3302147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -3302145.250000 Penalty: 5168.002441
	Iteration 38Q: 3 clusters Score -3302145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -3302142.000000 Penalty: 5168.002441
	Iteration 39Q: 3 clusters Score -3302142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3302147.000000 Penalty: 5168.002441
	Iteration 40F: 3 clusters Score -3302147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3302153.250000 Penalty: 5168.002441
	Iteration 41Q: 3 clusters Score -3302153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3302152.500000 Penalty: 5168.002441
	Iteration 42Q: 3 clusters Score -3302152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3302152.250000 Penalty: 5168.002441
	Iteration 43Q: 3 clusters Score -3302152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3302152.250000 Penalty: 5168.002441
	Iteration 44F: 3 clusters Score -3302152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -75164.695312 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -75164.7 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 436 members 
Entering Unmasked Estep 
Score: -73365.210938 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -73365.21 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73773.414062 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -73773.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73930.820312 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -73930.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74062.976562 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -74062.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74154.460938 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -74154.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74225.632812 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -74225.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74308.406250 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -74308.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74396.710938 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -74396.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74442.226562 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -74442.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74477.750000 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -74477.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74504.562500 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -74504.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74540.687500 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -74540.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74549.437500 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -74549.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74553.648438 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -74553.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74556.257812 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -74556.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74559.851562 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -74559.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74559.851562 Penalty: 3356.602051
	Iteration 16F: 3 clusters Score -74559.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -747205.375000 Penalty: 2259.929199
	Iteration 0F: 2 clusters Score -747205.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -740171.375000 Penalty: 4519.858398
	Iteration 0F: 3 clusters Score -740171.4 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -742320.500000 Penalty: 4519.858398
	Iteration 1F: 3 clusters Score -742320.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -742779.437500 Penalty: 4519.858398
	Iteration 2F: 3 clusters Score -742779.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -743102.437500 Penalty: 4519.858398
	Iteration 3F: 3 clusters Score -743102.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -743402.625000 Penalty: 4519.858398
	Iteration 4F: 3 clusters Score -743402.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -743671.750000 Penalty: 4519.858398
	Iteration 5Q: 3 clusters Score -743671.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -743938.062500 Penalty: 4519.858398
	Iteration 6Q: 3 clusters Score -743938.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -744166.687500 Penalty: 4519.858398
	Iteration 7Q: 3 clusters Score -744166.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -744372.875000 Penalty: 4519.858398
	Iteration 8Q: 3 clusters Score -744372.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -744549.187500 Penalty: 4519.858398
	Iteration 9Q: 3 clusters Score -744549.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -744738.187500 Penalty: 4519.858398
	Iteration 10Q: 3 clusters Score -744738.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -744934.312500 Penalty: 4519.858398
	Iteration 11Q: 3 clusters Score -744934.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -745085.250000 Penalty: 4519.858398
	Iteration 12Q: 3 clusters Score -745085.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -745205.437500 Penalty: 4519.858398
	Iteration 13Q: 3 clusters Score -745205.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -745301.000000 Penalty: 4519.858398
	Iteration 14Q: 3 clusters Score -745301 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -745361.250000 Penalty: 4519.858398
	Iteration 15Q: 3 clusters Score -745361.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -745399.500000 Penalty: 4519.858398
	Iteration 16Q: 3 clusters Score -745399.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -745433.250000 Penalty: 4519.858398
	Iteration 17Q: 3 clusters Score -745433.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -745455.250000 Penalty: 4519.858398
	Iteration 18Q: 3 clusters Score -745455.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -745467.562500 Penalty: 4519.858398
	Iteration 19Q: 3 clusters Score -745467.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -745479.000000 Penalty: 4519.858398
	Iteration 20F: 3 clusters Score -745479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -745489.187500 Penalty: 4519.858398
	Iteration 21Q: 3 clusters Score -745489.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -745499.187500 Penalty: 4519.858398
	Iteration 22Q: 3 clusters Score -745499.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -745507.000000 Penalty: 4519.858398
	Iteration 23Q: 3 clusters Score -745507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -745513.625000 Penalty: 4519.858398
	Iteration 24Q: 3 clusters Score -745513.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -745520.500000 Penalty: 4519.858398
	Iteration 25Q: 3 clusters Score -745520.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -745527.187500 Penalty: 4519.858398
	Iteration 26Q: 3 clusters Score -745527.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -745535.750000 Penalty: 4519.858398
	Iteration 27Q: 3 clusters Score -745535.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -745544.875000 Penalty: 4519.858398
	Iteration 28Q: 3 clusters Score -745544.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -745548.312500 Penalty: 4519.858398
	Iteration 29Q: 3 clusters Score -745548.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -745551.437500 Penalty: 4519.858398
	Iteration 30Q: 3 clusters Score -745551.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -745554.500000 Penalty: 4519.858398
	Iteration 31Q: 3 clusters Score -745554.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -745557.875000 Penalty: 4519.858398
	Iteration 32Q: 3 clusters Score -745557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -745560.250000 Penalty: 4519.858398
	Iteration 33Q: 3 clusters Score -745560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -745564.437500 Penalty: 4519.858398
	Iteration 34Q: 3 clusters Score -745564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -745566.625000 Penalty: 4519.858398
	Iteration 35Q: 3 clusters Score -745566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -745569.250000 Penalty: 4519.858398
	Iteration 36Q: 3 clusters Score -745569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -745568.750000 Penalty: 4519.858398
	Iteration 37Q: 3 clusters Score -745568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -745569.375000 Penalty: 4519.858398
	Iteration 38Q: 3 clusters Score -745569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -745570.937500 Penalty: 4519.858398
	Iteration 39Q: 3 clusters Score -745570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -745570.875000 Penalty: 4519.858398
	Iteration 40F: 3 clusters Score -745570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -745573.687500 Penalty: 4519.858398
	Iteration 41Q: 3 clusters Score -745573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -745574.687500 Penalty: 4519.858398
	Iteration 42Q: 3 clusters Score -745574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -745574.625000 Penalty: 4519.858398
	Iteration 43Q: 3 clusters Score -745574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -745575.062500 Penalty: 4519.858398
	Iteration 44Q: 3 clusters Score -745575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -745574.250000 Penalty: 4519.858398
	Iteration 45Q: 3 clusters Score -745574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -745575.187500 Penalty: 4519.858398
	Iteration 46Q: 3 clusters Score -745575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -745575.625000 Penalty: 4519.858398
	Iteration 47Q: 3 clusters Score -745575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -745576.062500 Penalty: 4519.858398
	Iteration 48Q: 3 clusters Score -745576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -745576.375000 Penalty: 4519.858398
	Iteration 49Q: 3 clusters Score -745576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -745576.500000 Penalty: 4519.858398
	Iteration 50Q: 3 clusters Score -745576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -745578.375000 Penalty: 4519.858398
	Iteration 51Q: 3 clusters Score -745578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -745576.937500 Penalty: 4519.858398
	Iteration 52Q: 3 clusters Score -745576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -745577.562500 Penalty: 4519.858398
	Iteration 53Q: 3 clusters Score -745577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -745577.562500 Penalty: 4519.858398
	Iteration 54F: 3 clusters Score -745577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Entering Unmasked Estep 
Score: -3574404.000000 Penalty: 2606.314453
	Iteration 0F: 2 clusters Score -3574404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3549485.750000 Penalty: 5212.628906
	Iteration 0F: 3 clusters Score -3549486 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3558937.250000 Penalty: 5212.628906
	Iteration 1F: 3 clusters Score -3558937 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3559561.000000 Penalty: 5212.628906
	Iteration 2F: 3 clusters Score -3559561 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3560219.000000 Penalty: 5212.628906
	Iteration 3Q: 3 clusters Score -3560219 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3560941.000000 Penalty: 5212.628906
	Iteration 4Q: 3 clusters Score -3560941 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3561681.000000 Penalty: 5212.628906
	Iteration 5Q: 3 clusters Score -3561681 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3562457.500000 Penalty: 5212.628906
	Iteration 6Q: 3 clusters Score -3562458 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3563148.250000 Penalty: 5212.628906
	Iteration 7Q: 3 clusters Score -3563148 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3563747.750000 Penalty: 5212.628906
	Iteration 8Q: 3 clusters Score -3563748 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3564255.750000 Penalty: 5212.628906
	Iteration 9Q: 3 clusters Score -3564256 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3564660.250000 Penalty: 5212.628906
	Iteration 10Q: 3 clusters Score -3564660 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3564939.500000 Penalty: 5212.628906
	Iteration 11Q: 3 clusters Score -3564940 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3565133.000000 Penalty: 5212.628906
	Iteration 12Q: 3 clusters Score -3565133 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3565326.500000 Penalty: 5212.628906
	Iteration 13Q: 3 clusters Score -3565326 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3565492.000000 Penalty: 5212.628906
	Iteration 14Q: 3 clusters Score -3565492 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3565650.500000 Penalty: 5212.628906
	Iteration 15Q: 3 clusters Score -3565650 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3565845.250000 Penalty: 5212.628906
	Iteration 16Q: 3 clusters Score -3565845 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3566064.750000 Penalty: 5212.628906
	Iteration 17Q: 3 clusters Score -3566065 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3566347.500000 Penalty: 5212.628906
	Iteration 18Q: 3 clusters Score -3566348 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3566703.500000 Penalty: 5212.628906
	Iteration 19Q: 3 clusters Score -3566704 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3567095.500000 Penalty: 5212.628906
	Iteration 20F: 3 clusters Score -3567096 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3567477.750000 Penalty: 5212.628906
	Iteration 21Q: 3 clusters Score -3567478 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3567802.500000 Penalty: 5212.628906
	Iteration 22Q: 3 clusters Score -3567802 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3568044.750000 Penalty: 5212.628906
	Iteration 23Q: 3 clusters Score -3568045 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3568194.750000 Penalty: 5212.628906
	Iteration 24Q: 3 clusters Score -3568195 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3568303.000000 Penalty: 5212.628906
	Iteration 25Q: 3 clusters Score -3568303 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3568407.000000 Penalty: 5212.628906
	Iteration 26Q: 3 clusters Score -3568407 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3568499.500000 Penalty: 5212.628906
	Iteration 27Q: 3 clusters Score -3568500 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3568570.250000 Penalty: 5212.628906
	Iteration 28Q: 3 clusters Score -3568570 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3568675.000000 Penalty: 5212.628906
	Iteration 29Q: 3 clusters Score -3568675 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3568800.500000 Penalty: 5212.628906
	Iteration 30Q: 3 clusters Score -3568800 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3568886.250000 Penalty: 5212.628906
	Iteration 31Q: 3 clusters Score -3568886 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3568983.000000 Penalty: 5212.628906
	Iteration 32Q: 3 clusters Score -3568983 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3569091.250000 Penalty: 5212.628906
	Iteration 33Q: 3 clusters Score -3569091 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3569212.500000 Penalty: 5212.628906
	Iteration 34Q: 3 clusters Score -3569212 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3569330.750000 Penalty: 5212.628906
	Iteration 35Q: 3 clusters Score -3569331 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3569427.250000 Penalty: 5212.628906
	Iteration 36Q: 3 clusters Score -3569427 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3569542.750000 Penalty: 5212.628906
	Iteration 37Q: 3 clusters Score -3569543 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3569700.250000 Penalty: 5212.628906
	Iteration 38Q: 3 clusters Score -3569700 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3569837.500000 Penalty: 5212.628906
	Iteration 39Q: 3 clusters Score -3569838 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3569964.750000 Penalty: 5212.628906
	Iteration 40F: 3 clusters Score -3569965 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3570113.500000 Penalty: 5212.628906
	Iteration 41Q: 3 clusters Score -3570114 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3570276.250000 Penalty: 5212.628906
	Iteration 42Q: 3 clusters Score -3570276 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3570458.000000 Penalty: 5212.628906
	Iteration 43Q: 3 clusters Score -3570458 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3570631.000000 Penalty: 5212.628906
	Iteration 44Q: 3 clusters Score -3570631 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3570829.500000 Penalty: 5212.628906
	Iteration 45Q: 3 clusters Score -3570830 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3571006.750000 Penalty: 5212.628906
	Iteration 46Q: 3 clusters Score -3571007 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3571191.750000 Penalty: 5212.628906
	Iteration 47Q: 3 clusters Score -3571192 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3571372.500000 Penalty: 5212.628906
	Iteration 48Q: 3 clusters Score -3571372 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3571537.750000 Penalty: 5212.628906
	Iteration 49Q: 3 clusters Score -3571538 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3571687.500000 Penalty: 5212.628906
	Iteration 50Q: 3 clusters Score -3571688 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3571812.250000 Penalty: 5212.628906
	Iteration 51Q: 3 clusters Score -3571812 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3571923.500000 Penalty: 5212.628906
	Iteration 52Q: 3 clusters Score -3571924 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3572008.750000 Penalty: 5212.628906
	Iteration 53Q: 3 clusters Score -3572009 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3572079.000000 Penalty: 5212.628906
	Iteration 54Q: 3 clusters Score -3572079 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3572145.750000 Penalty: 5212.628906
	Iteration 55Q: 3 clusters Score -3572146 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3572185.250000 Penalty: 5212.628906
	Iteration 56Q: 3 clusters Score -3572185 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3572235.500000 Penalty: 5212.628906
	Iteration 57Q: 3 clusters Score -3572236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3572281.750000 Penalty: 5212.628906
	Iteration 58Q: 3 clusters Score -3572282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3572305.250000 Penalty: 5212.628906
	Iteration 59Q: 3 clusters Score -3572305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3572332.000000 Penalty: 5212.628906
	Iteration 60F: 3 clusters Score -3572332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3572355.000000 Penalty: 5212.628906
	Iteration 61Q: 3 clusters Score -3572355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3572364.250000 Penalty: 5212.628906
	Iteration 62Q: 3 clusters Score -3572364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3572359.500000 Penalty: 5212.628906
	Iteration 63Q: 3 clusters Score -3572360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3572374.500000 Penalty: 5212.628906
	Iteration 64Q: 3 clusters Score -3572374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3572389.000000 Penalty: 5212.628906
	Iteration 65Q: 3 clusters Score -3572389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3572395.000000 Penalty: 5212.628906
	Iteration 66Q: 3 clusters Score -3572395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3572396.750000 Penalty: 5212.628906
	Iteration 67Q: 3 clusters Score -3572397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3572404.000000 Penalty: 5212.628906
	Iteration 68Q: 3 clusters Score -3572404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3572411.750000 Penalty: 5212.628906
	Iteration 69Q: 3 clusters Score -3572412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3572417.000000 Penalty: 5212.628906
	Iteration 70Q: 3 clusters Score -3572417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3572423.500000 Penalty: 5212.628906
	Iteration 71Q: 3 clusters Score -3572424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3572425.750000 Penalty: 5212.628906
	Iteration 72Q: 3 clusters Score -3572426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3572428.000000 Penalty: 5212.628906
	Iteration 73Q: 3 clusters Score -3572428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3572429.750000 Penalty: 5212.628906
	Iteration 74Q: 3 clusters Score -3572430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3572441.000000 Penalty: 5212.628906
	Iteration 75Q: 3 clusters Score -3572441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3572448.750000 Penalty: 5212.628906
	Iteration 76Q: 3 clusters Score -3572449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3572460.500000 Penalty: 5212.628906
	Iteration 77Q: 3 clusters Score -3572460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3572460.250000 Penalty: 5212.628906
	Iteration 78Q: 3 clusters Score -3572460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3572477.250000 Penalty: 5212.628906
	Iteration 79Q: 3 clusters Score -3572477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3572472.500000 Penalty: 5212.628906
	Iteration 80F: 3 clusters Score -3572472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3572469.000000 Penalty: 5212.628906
	Iteration 81Q: 3 clusters Score -3572469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3572470.000000 Penalty: 5212.628906
	Iteration 82Q: 3 clusters Score -3572470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3572471.250000 Penalty: 5212.628906
	Iteration 83Q: 3 clusters Score -3572471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3572482.750000 Penalty: 5212.628906
	Iteration 84Q: 3 clusters Score -3572483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3572491.500000 Penalty: 5212.628906
	Iteration 85Q: 3 clusters Score -3572492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3572496.500000 Penalty: 5212.628906
	Iteration 86Q: 3 clusters Score -3572496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3572499.250000 Penalty: 5212.628906
	Iteration 87Q: 3 clusters Score -3572499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3572507.250000 Penalty: 5212.628906
	Iteration 88Q: 3 clusters Score -3572507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3572506.500000 Penalty: 5212.628906
	Iteration 89Q: 3 clusters Score -3572506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3572506.250000 Penalty: 5212.628906
	Iteration 90Q: 3 clusters Score -3572506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3572514.000000 Penalty: 5212.628906
	Iteration 91Q: 3 clusters Score -3572514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3572512.500000 Penalty: 5212.628906
	Iteration 92Q: 3 clusters Score -3572512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3572513.000000 Penalty: 5212.628906
	Iteration 93Q: 3 clusters Score -3572513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3572511.750000 Penalty: 5212.628906
	Iteration 94Q: 3 clusters Score -3572512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3572513.250000 Penalty: 5212.628906
	Iteration 95Q: 3 clusters Score -3572513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3572519.750000 Penalty: 5212.628906
	Iteration 96Q: 3 clusters Score -3572520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3572516.250000 Penalty: 5212.628906
	Iteration 97Q: 3 clusters Score -3572516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3572516.250000 Penalty: 5212.628906
	Iteration 98Q: 3 clusters Score -3572516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3572518.000000 Penalty: 5212.628906
	Iteration 99Q: 3 clusters Score -3572518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3572521.500000 Penalty: 5212.628906
	Iteration 100F: 3 clusters Score -3572522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3572522.000000 Penalty: 5212.628906
	Iteration 101Q: 3 clusters Score -3572522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3572521.750000 Penalty: 5212.628906
	Iteration 102Q: 3 clusters Score -3572522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3572525.000000 Penalty: 5212.628906
	Iteration 103Q: 3 clusters Score -3572525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3572520.500000 Penalty: 5212.628906
	Iteration 104Q: 3 clusters Score -3572520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3572522.750000 Penalty: 5212.628906
	Iteration 105Q: 3 clusters Score -3572523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3572520.750000 Penalty: 5212.628906
	Iteration 106Q: 3 clusters Score -3572521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3572524.750000 Penalty: 5212.628906
	Iteration 107Q: 3 clusters Score -3572525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3572526.000000 Penalty: 5212.628906
	Iteration 108Q: 3 clusters Score -3572526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3572525.750000 Penalty: 5212.628906
	Iteration 109Q: 3 clusters Score -3572526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3572525.250000 Penalty: 5212.628906
	Iteration 110Q: 3 clusters Score -3572525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3572525.000000 Penalty: 5212.628906
	Iteration 111Q: 3 clusters Score -3572525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3572529.750000 Penalty: 5212.628906
	Iteration 112Q: 3 clusters Score -3572530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3572531.000000 Penalty: 5212.628906
	Iteration 113Q: 3 clusters Score -3572531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3572532.500000 Penalty: 5212.628906
	Iteration 114Q: 3 clusters Score -3572532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3572532.500000 Penalty: 5212.628906
	Iteration 115F: 3 clusters Score -3572532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (89048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89048 members 
Entering Unmasked Estep 
Score: -8682036.000000 Penalty: 2826.438721
	Iteration 0F: 2 clusters Score -8682036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8622648.000000 Penalty: 5652.877441
	Iteration 0F: 3 clusters Score -8622648 nChanged 41865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -8646660.000000 Penalty: 5652.877441
	Iteration 1F: 3 clusters Score -8646660 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -8647409.000000 Penalty: 5652.877441
	Iteration 2Q: 3 clusters Score -8647409 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -8648106.000000 Penalty: 5652.877441
	Iteration 3Q: 3 clusters Score -8648106 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -8649115.000000 Penalty: 5652.877441
	Iteration 4Q: 3 clusters Score -8649115 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -8650427.000000 Penalty: 5652.877441
	Iteration 5Q: 3 clusters Score -8650427 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -8652079.000000 Penalty: 5652.877441
	Iteration 6Q: 3 clusters Score -8652079 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -8654683.000000 Penalty: 5652.877441
	Iteration 7F: 3 clusters Score -8654683 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8658472.000000 Penalty: 5652.877441
	Iteration 8F: 3 clusters Score -8658472 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -8663622.000000 Penalty: 5652.877441
	Iteration 9F: 3 clusters Score -8663622 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -8669296.000000 Penalty: 5652.877441
	Iteration 10F: 3 clusters Score -8669296 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -8674268.000000 Penalty: 5652.877441
	Iteration 11F: 3 clusters Score -8674268 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8677304.000000 Penalty: 5652.877441
	Iteration 12Q: 3 clusters Score -8677304 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8678741.000000 Penalty: 5652.877441
	Iteration 13Q: 3 clusters Score -8678741 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8679294.000000 Penalty: 5652.877441
	Iteration 14Q: 3 clusters Score -8679294 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8679640.000000 Penalty: 5652.877441
	Iteration 15Q: 3 clusters Score -8679640 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8679801.000000 Penalty: 5652.877441
	Iteration 16Q: 3 clusters Score -8679801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8679889.000000 Penalty: 5652.877441
	Iteration 17Q: 3 clusters Score -8679889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8679995.000000 Penalty: 5652.877441
	Iteration 18Q: 3 clusters Score -8679995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8680047.000000 Penalty: 5652.877441
	Iteration 19Q: 3 clusters Score -8680047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8680088.000000 Penalty: 5652.877441
	Iteration 20F: 3 clusters Score -8680088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8680120.000000 Penalty: 5652.877441
	Iteration 21Q: 3 clusters Score -8680120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8680118.000000 Penalty: 5652.877441
	Iteration 22Q: 3 clusters Score -8680118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8680119.000000 Penalty: 5652.877441
	Iteration 23Q: 3 clusters Score -8680119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8680145.000000 Penalty: 5652.877441
	Iteration 24Q: 3 clusters Score -8680145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8680164.000000 Penalty: 5652.877441
	Iteration 25Q: 3 clusters Score -8680164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8680174.000000 Penalty: 5652.877441
	Iteration 26Q: 3 clusters Score -8680174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8680166.000000 Penalty: 5652.877441
	Iteration 27Q: 3 clusters Score -8680166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8680166.000000 Penalty: 5652.877441
	Iteration 28F: 3 clusters Score -8680166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -230760.375000 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -230760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -227851.515625 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -227851.5 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -228482.781250 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -228482.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -228704.187500 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -228704.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -228818.031250 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -228818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -228887.796875 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -228887.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228940.359375 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -228940.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228983.921875 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -228983.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -229014.437500 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -229014.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -229040.671875 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -229040.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -229065.046875 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -229065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -229086.343750 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -229086.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -229103.625000 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -229103.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229117.500000 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -229117.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229130.500000 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -229130.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229145.562500 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -229145.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -229160.859375 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -229160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -229171.218750 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -229171.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -229181.968750 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -229182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -229187.296875 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -229187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -229189.906250 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -229189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -229190.671875 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -229190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -229191.453125 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -229191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -229193.265625 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -229193.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -229197.671875 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -229197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -229204.250000 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -229204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229209.328125 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -229209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229213.406250 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -229213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229218.609375 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -229218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -229220.968750 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -229221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -229224.671875 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -229224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -229225.968750 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -229226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -229228.562500 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -229228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229230.093750 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -229230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229231.093750 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -229231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229231.203125 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -229231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229232.046875 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -229232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229233.265625 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -229233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229235.281250 Penalty: 3879.535156
	Iteration 37Q: 3 clusters Score -229235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229237.546875 Penalty: 3879.535156
	Iteration 38Q: 3 clusters Score -229237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -229237.890625 Penalty: 3879.535156
	Iteration 39Q: 3 clusters Score -229237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -229238.000000 Penalty: 3879.535156
	Iteration 40F: 3 clusters Score -229238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229238.343750 Penalty: 3879.535156
	Iteration 41Q: 3 clusters Score -229238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229238.343750 Penalty: 3879.535156
	Iteration 42F: 3 clusters Score -229238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -222311.453125 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -222311.5 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 1196 members 
Entering Unmasked Estep 
Score: -219499.015625 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -219499 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -220043.875000 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -220043.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -220182.171875 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -220182.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -220273.828125 Penalty: 3848.345215
	Iteration 3Q: 3 clusters Score -220273.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -220326.437500 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -220326.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -220354.015625 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -220354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -220372.937500 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -220372.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -220385.312500 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -220385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -220391.546875 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -220391.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -220397.734375 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -220397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -220403.671875 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -220403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -220407.328125 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -220407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -220409.828125 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -220409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -220412.484375 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -220412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -220414.703125 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -220414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -220417.390625 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -220417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -220421.109375 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -220421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -220424.078125 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -220424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -220425.390625 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -220425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -220426.203125 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -220426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -220428.593750 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -220428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220432.640625 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -220432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -220434.015625 Penalty: 3848.345215
	Iteration 22Q: 3 clusters Score -220434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -220435.562500 Penalty: 3848.345215
	Iteration 23Q: 3 clusters Score -220435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220436.296875 Penalty: 3848.345215
	Iteration 24Q: 3 clusters Score -220436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220436.750000 Penalty: 3848.345215
	Iteration 25Q: 3 clusters Score -220436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -220438.953125 Penalty: 3848.345215
	Iteration 26Q: 3 clusters Score -220439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220441.281250 Penalty: 3848.345215
	Iteration 27Q: 3 clusters Score -220441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220443.000000 Penalty: 3848.345215
	Iteration 28Q: 3 clusters Score -220443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220444.390625 Penalty: 3848.345215
	Iteration 29Q: 3 clusters Score -220444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220446.140625 Penalty: 3848.345215
	Iteration 30Q: 3 clusters Score -220446.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220446.718750 Penalty: 3848.345215
	Iteration 31Q: 3 clusters Score -220446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -220446.718750 Penalty: 3848.345215
	Iteration 32F: 3 clusters Score -220446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1182366.625000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1182367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1172553.375000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1172553 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1175627.500000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1175628 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1175974.750000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1175975 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1176234.125000 Penalty: 4713.604004
	Iteration 3Q: 3 clusters Score -1176234 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1176486.875000 Penalty: 4713.604004
	Iteration 4Q: 3 clusters Score -1176487 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1176743.125000 Penalty: 4713.604004
	Iteration 5Q: 3 clusters Score -1176743 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1176985.750000 Penalty: 4713.604004
	Iteration 6Q: 3 clusters Score -1176986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1177220.125000 Penalty: 4713.604004
	Iteration 7Q: 3 clusters Score -1177220 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1177501.625000 Penalty: 4713.604004
	Iteration 8Q: 3 clusters Score -1177502 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1177770.875000 Penalty: 4713.604004
	Iteration 9Q: 3 clusters Score -1177771 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1178041.625000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1178042 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1178286.500000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1178286 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1178529.250000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1178529 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1178746.375000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1178746 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1178955.625000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1178956 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1179186.250000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1179186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1179419.750000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1179420 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1179615.500000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1179616 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1179796.625000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1179797 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1179972.375000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1179972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1180104.500000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1180104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1180206.750000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1180207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1180276.375000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1180276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1180332.625000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1180333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1180389.125000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1180389 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1180438.625000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1180439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1180473.750000 Penalty: 4713.604004
	Iteration 26Q: 3 clusters Score -1180474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1180509.500000 Penalty: 4713.604004
	Iteration 27Q: 3 clusters Score -1180510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1180537.375000 Penalty: 4713.604004
	Iteration 28Q: 3 clusters Score -1180537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1180558.375000 Penalty: 4713.604004
	Iteration 29Q: 3 clusters Score -1180558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1180577.250000 Penalty: 4713.604004
	Iteration 30Q: 3 clusters Score -1180577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1180594.250000 Penalty: 4713.604004
	Iteration 31Q: 3 clusters Score -1180594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1180609.375000 Penalty: 4713.604004
	Iteration 32Q: 3 clusters Score -1180609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1180615.750000 Penalty: 4713.604004
	Iteration 33Q: 3 clusters Score -1180616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1180620.375000 Penalty: 4713.604004
	Iteration 34Q: 3 clusters Score -1180620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1180626.250000 Penalty: 4713.604004
	Iteration 35Q: 3 clusters Score -1180626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1180635.250000 Penalty: 4713.604004
	Iteration 36Q: 3 clusters Score -1180635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1180640.125000 Penalty: 4713.604004
	Iteration 37Q: 3 clusters Score -1180640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1180643.625000 Penalty: 4713.604004
	Iteration 38Q: 3 clusters Score -1180644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1180650.375000 Penalty: 4713.604004
	Iteration 39Q: 3 clusters Score -1180650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1180655.000000 Penalty: 4713.604004
	Iteration 40F: 3 clusters Score -1180655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1180659.125000 Penalty: 4713.604004
	Iteration 41Q: 3 clusters Score -1180659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1180658.000000 Penalty: 4713.604004
	Iteration 42Q: 3 clusters Score -1180658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1180664.750000 Penalty: 4713.604004
	Iteration 43Q: 3 clusters Score -1180665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1180664.125000 Penalty: 4713.604004
	Iteration 44Q: 3 clusters Score -1180664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1180666.125000 Penalty: 4713.604004
	Iteration 45Q: 3 clusters Score -1180666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1180668.500000 Penalty: 4713.604004
	Iteration 46Q: 3 clusters Score -1180668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1180667.750000 Penalty: 4713.604004
	Iteration 47Q: 3 clusters Score -1180668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1180668.500000 Penalty: 4713.604004
	Iteration 48Q: 3 clusters Score -1180668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1180671.750000 Penalty: 4713.604004
	Iteration 49Q: 3 clusters Score -1180672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1180674.250000 Penalty: 4713.604004
	Iteration 50Q: 3 clusters Score -1180674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1180674.125000 Penalty: 4713.604004
	Iteration 51Q: 3 clusters Score -1180674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1180678.625000 Penalty: 4713.604004
	Iteration 52Q: 3 clusters Score -1180679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1180677.750000 Penalty: 4713.604004
	Iteration 53Q: 3 clusters Score -1180678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1180684.000000 Penalty: 4713.604004
	Iteration 54Q: 3 clusters Score -1180684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1180690.250000 Penalty: 4713.604004
	Iteration 55Q: 3 clusters Score -1180690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1180691.375000 Penalty: 4713.604004
	Iteration 56Q: 3 clusters Score -1180691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1180692.125000 Penalty: 4713.604004
	Iteration 57Q: 3 clusters Score -1180692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1180692.125000 Penalty: 4713.604004
	Iteration 58Q: 3 clusters Score -1180692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1180694.375000 Penalty: 4713.604004
	Iteration 59Q: 3 clusters Score -1180694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1180698.250000 Penalty: 4713.604004
	Iteration 60F: 3 clusters Score -1180698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1180697.625000 Penalty: 4713.604004
	Iteration 61Q: 3 clusters Score -1180698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1180697.625000 Penalty: 4713.604004
	Iteration 62F: 3 clusters Score -1180698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -525112.312500 Penalty: 2142.266357
	Iteration 0F: 2 clusters Score -525112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -520220.500000 Penalty: 4284.532715
	Iteration 0F: 3 clusters Score -520220.5 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -521478.812500 Penalty: 4284.532715
	Iteration 1F: 3 clusters Score -521478.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -521717.656250 Penalty: 4284.532715
	Iteration 2F: 3 clusters Score -521717.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -521903.500000 Penalty: 4284.532715
	Iteration 3F: 3 clusters Score -521903.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -522083.312500 Penalty: 4284.532715
	Iteration 4Q: 3 clusters Score -522083.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -522290.500000 Penalty: 4284.532715
	Iteration 5Q: 3 clusters Score -522290.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -522530.125000 Penalty: 4284.532715
	Iteration 6Q: 3 clusters Score -522530.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -522758.156250 Penalty: 4284.532715
	Iteration 7Q: 3 clusters Score -522758.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -522984.562500 Penalty: 4284.532715
	Iteration 8Q: 3 clusters Score -522984.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -523191.843750 Penalty: 4284.532715
	Iteration 9Q: 3 clusters Score -523191.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -523391.750000 Penalty: 4284.532715
	Iteration 10Q: 3 clusters Score -523391.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -523549.437500 Penalty: 4284.532715
	Iteration 11Q: 3 clusters Score -523549.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -523640.218750 Penalty: 4284.532715
	Iteration 12Q: 3 clusters Score -523640.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -523711.656250 Penalty: 4284.532715
	Iteration 13Q: 3 clusters Score -523711.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -523771.375000 Penalty: 4284.532715
	Iteration 14Q: 3 clusters Score -523771.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -523825.281250 Penalty: 4284.532715
	Iteration 15Q: 3 clusters Score -523825.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -523860.656250 Penalty: 4284.532715
	Iteration 16Q: 3 clusters Score -523860.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -523889.750000 Penalty: 4284.532715
	Iteration 17Q: 3 clusters Score -523889.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -523915.156250 Penalty: 4284.532715
	Iteration 18Q: 3 clusters Score -523915.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -523943.968750 Penalty: 4284.532715
	Iteration 19Q: 3 clusters Score -523944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -523970.156250 Penalty: 4284.532715
	Iteration 20F: 3 clusters Score -523970.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -523989.750000 Penalty: 4284.532715
	Iteration 21Q: 3 clusters Score -523989.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -524010.218750 Penalty: 4284.532715
	Iteration 22Q: 3 clusters Score -524010.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -524032.500000 Penalty: 4284.532715
	Iteration 23Q: 3 clusters Score -524032.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -524054.718750 Penalty: 4284.532715
	Iteration 24Q: 3 clusters Score -524054.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -524072.250000 Penalty: 4284.532715
	Iteration 25Q: 3 clusters Score -524072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -524083.500000 Penalty: 4284.532715
	Iteration 26Q: 3 clusters Score -524083.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -524105.156250 Penalty: 4284.532715
	Iteration 27Q: 3 clusters Score -524105.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -524136.125000 Penalty: 4284.532715
	Iteration 28Q: 3 clusters Score -524136.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -524176.468750 Penalty: 4284.532715
	Iteration 29Q: 3 clusters Score -524176.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -524203.781250 Penalty: 4284.532715
	Iteration 30Q: 3 clusters Score -524203.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -524235.125000 Penalty: 4284.532715
	Iteration 31Q: 3 clusters Score -524235.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -524256.843750 Penalty: 4284.532715
	Iteration 32Q: 3 clusters Score -524256.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -524276.187500 Penalty: 4284.532715
	Iteration 33Q: 3 clusters Score -524276.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -524286.500000 Penalty: 4284.532715
	Iteration 34Q: 3 clusters Score -524286.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -524294.187500 Penalty: 4284.532715
	Iteration 35Q: 3 clusters Score -524294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -524301.312500 Penalty: 4284.532715
	Iteration 36Q: 3 clusters Score -524301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -524305.937500 Penalty: 4284.532715
	Iteration 37Q: 3 clusters Score -524305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -524309.687500 Penalty: 4284.532715
	Iteration 38Q: 3 clusters Score -524309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -524311.687500 Penalty: 4284.532715
	Iteration 39Q: 3 clusters Score -524311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -524311.625000 Penalty: 4284.532715
	Iteration 40F: 3 clusters Score -524311.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Entering Unmasked Estep 
Score: -793084.437500 Penalty: 2260.529785
	Iteration 0F: 2 clusters Score -793084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -786009.375000 Penalty: 4521.059570
	Iteration 0F: 3 clusters Score -786009.4 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -788321.937500 Penalty: 4521.059570
	Iteration 1F: 3 clusters Score -788321.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -788892.562500 Penalty: 4521.059570
	Iteration 2F: 3 clusters Score -788892.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -789466.500000 Penalty: 4521.059570
	Iteration 3F: 3 clusters Score -789466.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -790047.250000 Penalty: 4521.059570
	Iteration 4F: 3 clusters Score -790047.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -790661.250000 Penalty: 4521.059570
	Iteration 5F: 3 clusters Score -790661.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -791191.812500 Penalty: 4521.059570
	Iteration 6F: 3 clusters Score -791191.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -791661.625000 Penalty: 4521.059570
	Iteration 7F: 3 clusters Score -791661.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -792102.375000 Penalty: 4521.059570
	Iteration 8Q: 3 clusters Score -792102.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -792461.812500 Penalty: 4521.059570
	Iteration 9Q: 3 clusters Score -792461.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -792750.562500 Penalty: 4521.059570
	Iteration 10Q: 3 clusters Score -792750.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -792970.687500 Penalty: 4521.059570
	Iteration 11Q: 3 clusters Score -792970.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -793132.875000 Penalty: 4521.059570
	Iteration 12Q: 3 clusters Score -793132.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -793222.000000 Penalty: 4521.059570
	Iteration 13Q: 3 clusters Score -793222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -793280.187500 Penalty: 4521.059570
	Iteration 14Q: 3 clusters Score -793280.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -793326.750000 Penalty: 4521.059570
	Iteration 15Q: 3 clusters Score -793326.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -793359.250000 Penalty: 4521.059570
	Iteration 16Q: 3 clusters Score -793359.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -793384.000000 Penalty: 4521.059570
	Iteration 17Q: 3 clusters Score -793384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -793407.875000 Penalty: 4521.059570
	Iteration 18Q: 3 clusters Score -793407.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -793431.312500 Penalty: 4521.059570
	Iteration 19Q: 3 clusters Score -793431.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -793450.125000 Penalty: 4521.059570
	Iteration 20F: 3 clusters Score -793450.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -793463.937500 Penalty: 4521.059570
	Iteration 21Q: 3 clusters Score -793463.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -793470.812500 Penalty: 4521.059570
	Iteration 22Q: 3 clusters Score -793470.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -793480.250000 Penalty: 4521.059570
	Iteration 23Q: 3 clusters Score -793480.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -793488.125000 Penalty: 4521.059570
	Iteration 24Q: 3 clusters Score -793488.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -793497.500000 Penalty: 4521.059570
	Iteration 25Q: 3 clusters Score -793497.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -793504.312500 Penalty: 4521.059570
	Iteration 26Q: 3 clusters Score -793504.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -793509.562500 Penalty: 4521.059570
	Iteration 27Q: 3 clusters Score -793509.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -793517.750000 Penalty: 4521.059570
	Iteration 28Q: 3 clusters Score -793517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -793521.187500 Penalty: 4521.059570
	Iteration 29Q: 3 clusters Score -793521.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -793529.125000 Penalty: 4521.059570
	Iteration 30Q: 3 clusters Score -793529.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -793535.000000 Penalty: 4521.059570
	Iteration 31Q: 3 clusters Score -793535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -793540.187500 Penalty: 4521.059570
	Iteration 32Q: 3 clusters Score -793540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -793541.750000 Penalty: 4521.059570
	Iteration 33Q: 3 clusters Score -793541.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -793548.000000 Penalty: 4521.059570
	Iteration 34Q: 3 clusters Score -793548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -793555.000000 Penalty: 4521.059570
	Iteration 35Q: 3 clusters Score -793555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -793559.937500 Penalty: 4521.059570
	Iteration 36Q: 3 clusters Score -793559.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -793565.062500 Penalty: 4521.059570
	Iteration 37Q: 3 clusters Score -793565.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -793566.625000 Penalty: 4521.059570
	Iteration 38Q: 3 clusters Score -793566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -793568.250000 Penalty: 4521.059570
	Iteration 39Q: 3 clusters Score -793568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -793572.375000 Penalty: 4521.059570
	Iteration 40F: 3 clusters Score -793572.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -793575.437500 Penalty: 4521.059570
	Iteration 41Q: 3 clusters Score -793575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -793576.250000 Penalty: 4521.059570
	Iteration 42Q: 3 clusters Score -793576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -793577.687500 Penalty: 4521.059570
	Iteration 43Q: 3 clusters Score -793577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -793577.500000 Penalty: 4521.059570
	Iteration 44Q: 3 clusters Score -793577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -793578.937500 Penalty: 4521.059570
	Iteration 45Q: 3 clusters Score -793578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -793578.875000 Penalty: 4521.059570
	Iteration 46Q: 3 clusters Score -793578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -793579.125000 Penalty: 4521.059570
	Iteration 47Q: 3 clusters Score -793579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -793579.125000 Penalty: 4521.059570
	Iteration 48F: 3 clusters Score -793579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47115 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29097 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 74897 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89048 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 4701 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 4390 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139224.000000 Penalty: 204195.187500
Splitting cluster 45 changes total score from -84139816.000000 to -84139224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Entering Unmasked Estep 
Score: -1033719.125000 Penalty: 2303.663818
	Iteration 0F: 2 clusters Score -1033719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1025596.437500 Penalty: 4607.327637
	Iteration 0F: 3 clusters Score -1025596 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1028027.625000 Penalty: 4607.327637
	Iteration 1F: 3 clusters Score -1028028 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1028509.187500 Penalty: 4607.327637
	Iteration 2F: 3 clusters Score -1028509 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1029176.500000 Penalty: 4607.327637
	Iteration 3F: 3 clusters Score -1029176 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1029940.750000 Penalty: 4607.327637
	Iteration 4F: 3 clusters Score -1029941 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1030649.125000 Penalty: 4607.327637
	Iteration 5F: 3 clusters Score -1030649 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1031226.250000 Penalty: 4607.327637
	Iteration 6F: 3 clusters Score -1031226 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1031639.687500 Penalty: 4607.327637
	Iteration 7F: 3 clusters Score -1031640 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1031923.625000 Penalty: 4607.327637
	Iteration 8Q: 3 clusters Score -1031924 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1032090.937500 Penalty: 4607.327637
	Iteration 9Q: 3 clusters Score -1032091 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1032225.812500 Penalty: 4607.327637
	Iteration 10Q: 3 clusters Score -1032226 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1032321.937500 Penalty: 4607.327637
	Iteration 11Q: 3 clusters Score -1032322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1032400.875000 Penalty: 4607.327637
	Iteration 12Q: 3 clusters Score -1032401 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1032456.000000 Penalty: 4607.327637
	Iteration 13Q: 3 clusters Score -1032456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1032502.437500 Penalty: 4607.327637
	Iteration 14Q: 3 clusters Score -1032502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1032557.562500 Penalty: 4607.327637
	Iteration 15Q: 3 clusters Score -1032558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1032616.437500 Penalty: 4607.327637
	Iteration 16Q: 3 clusters Score -1032616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1032722.000000 Penalty: 4607.327637
	Iteration 17Q: 3 clusters Score -1032722 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1032850.312500 Penalty: 4607.327637
	Iteration 18Q: 3 clusters Score -1032850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1032998.250000 Penalty: 4607.327637
	Iteration 19Q: 3 clusters Score -1032998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1033137.562500 Penalty: 4607.327637
	Iteration 20F: 3 clusters Score -1033138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1033259.375000 Penalty: 4607.327637
	Iteration 21Q: 3 clusters Score -1033259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1033368.812500 Penalty: 4607.327637
	Iteration 22Q: 3 clusters Score -1033369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1033434.000000 Penalty: 4607.327637
	Iteration 23Q: 3 clusters Score -1033434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1033473.750000 Penalty: 4607.327637
	Iteration 24Q: 3 clusters Score -1033474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1033505.187500 Penalty: 4607.327637
	Iteration 25Q: 3 clusters Score -1033505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1033528.062500 Penalty: 4607.327637
	Iteration 26Q: 3 clusters Score -1033528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1033553.500000 Penalty: 4607.327637
	Iteration 27Q: 3 clusters Score -1033554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1033575.312500 Penalty: 4607.327637
	Iteration 28Q: 3 clusters Score -1033575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1033598.687500 Penalty: 4607.327637
	Iteration 29Q: 3 clusters Score -1033599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1033630.062500 Penalty: 4607.327637
	Iteration 30Q: 3 clusters Score -1033630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1033680.125000 Penalty: 4607.327637
	Iteration 31Q: 3 clusters Score -1033680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1033766.312500 Penalty: 4607.327637
	Iteration 32Q: 3 clusters Score -1033766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1033833.437500 Penalty: 4607.327637
	Iteration 33Q: 3 clusters Score -1033833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1033856.750000 Penalty: 4607.327637
	Iteration 34Q: 3 clusters Score -1033857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1033863.812500 Penalty: 4607.327637
	Iteration 35Q: 3 clusters Score -1033864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1033871.562500 Penalty: 4607.327637
	Iteration 36Q: 3 clusters Score -1033872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1033870.687500 Penalty: 4607.327637
	Iteration 37Q: 3 clusters Score -1033871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1033870.687500 Penalty: 4607.327637
	Iteration 38F: 3 clusters Score -1033871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47115 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29097 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 74897 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89048 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 9746 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 1072 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84138784.000000 Penalty: 204195.187500
Splitting cluster 46 changes total score from -84139816.000000 to -84138784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -166965.406250 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -166965.4 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 1105 members 
Entering Unmasked Estep 
Score: -164315.125000 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -164315.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -164805.609375 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -164805.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -164951.765625 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -164951.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -165042.156250 Penalty: 3813.700928
	Iteration 3F: 3 clusters Score -165042.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -165113.125000 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -165113.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -165175.265625 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -165175.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -165221.593750 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -165221.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165251.578125 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -165251.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -165281.171875 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -165281.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165304.531250 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -165304.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -165325.312500 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -165325.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -165342.156250 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -165342.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -165354.265625 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -165354.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -165366.968750 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -165367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165396.031250 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -165396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165429.406250 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -165429.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165471.078125 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -165471.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -165517.390625 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -165517.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165557.281250 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -165557.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165605.000000 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -165605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -165650.484375 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -165650.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165685.296875 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -165685.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -165711.546875 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -165711.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -165729.265625 Penalty: 3813.700928
	Iteration 23Q: 3 clusters Score -165729.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165744.953125 Penalty: 3813.700928
	Iteration 24Q: 3 clusters Score -165745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -165756.609375 Penalty: 3813.700928
	Iteration 25Q: 3 clusters Score -165756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165762.765625 Penalty: 3813.700928
	Iteration 26Q: 3 clusters Score -165762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165770.015625 Penalty: 3813.700928
	Iteration 27Q: 3 clusters Score -165770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165777.968750 Penalty: 3813.700928
	Iteration 28Q: 3 clusters Score -165778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165783.796875 Penalty: 3813.700928
	Iteration 29Q: 3 clusters Score -165783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165786.078125 Penalty: 3813.700928
	Iteration 30Q: 3 clusters Score -165786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165787.437500 Penalty: 3813.700928
	Iteration 31Q: 3 clusters Score -165787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165790.125000 Penalty: 3813.700928
	Iteration 32Q: 3 clusters Score -165790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165793.828125 Penalty: 3813.700928
	Iteration 33Q: 3 clusters Score -165793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165795.890625 Penalty: 3813.700928
	Iteration 34Q: 3 clusters Score -165795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165797.531250 Penalty: 3813.700928
	Iteration 35Q: 3 clusters Score -165797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165800.625000 Penalty: 3813.700928
	Iteration 36Q: 3 clusters Score -165800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165808.250000 Penalty: 3813.700928
	Iteration 37Q: 3 clusters Score -165808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165820.312500 Penalty: 3813.700928
	Iteration 38Q: 3 clusters Score -165820.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -165828.125000 Penalty: 3813.700928
	Iteration 39Q: 3 clusters Score -165828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165833.546875 Penalty: 3813.700928
	Iteration 40F: 3 clusters Score -165833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165837.421875 Penalty: 3813.700928
	Iteration 41Q: 3 clusters Score -165837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165842.234375 Penalty: 3813.700928
	Iteration 42Q: 3 clusters Score -165842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165844.937500 Penalty: 3813.700928
	Iteration 43Q: 3 clusters Score -165844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165847.703125 Penalty: 3813.700928
	Iteration 44Q: 3 clusters Score -165847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165849.968750 Penalty: 3813.700928
	Iteration 45Q: 3 clusters Score -165850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165852.562500 Penalty: 3813.700928
	Iteration 46Q: 3 clusters Score -165852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165854.015625 Penalty: 3813.700928
	Iteration 47Q: 3 clusters Score -165854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165854.765625 Penalty: 3813.700928
	Iteration 48Q: 3 clusters Score -165854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -165855.218750 Penalty: 3813.700928
	Iteration 49Q: 3 clusters Score -165855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165856.640625 Penalty: 3813.700928
	Iteration 50Q: 3 clusters Score -165856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165858.640625 Penalty: 3813.700928
	Iteration 51Q: 3 clusters Score -165858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165862.859375 Penalty: 3813.700928
	Iteration 52Q: 3 clusters Score -165862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165864.781250 Penalty: 3813.700928
	Iteration 53Q: 3 clusters Score -165864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165867.453125 Penalty: 3813.700928
	Iteration 54Q: 3 clusters Score -165867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165873.484375 Penalty: 3813.700928
	Iteration 55Q: 3 clusters Score -165873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165875.937500 Penalty: 3813.700928
	Iteration 56Q: 3 clusters Score -165875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165877.671875 Penalty: 3813.700928
	Iteration 57Q: 3 clusters Score -165877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -165883.859375 Penalty: 3813.700928
	Iteration 58Q: 3 clusters Score -165883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165889.218750 Penalty: 3813.700928
	Iteration 59Q: 3 clusters Score -165889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -165892.296875 Penalty: 3813.700928
	Iteration 60F: 3 clusters Score -165892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165898.109375 Penalty: 3813.700928
	Iteration 61Q: 3 clusters Score -165898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -165902.406250 Penalty: 3813.700928
	Iteration 62Q: 3 clusters Score -165902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165909.031250 Penalty: 3813.700928
	Iteration 63Q: 3 clusters Score -165909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165914.062500 Penalty: 3813.700928
	Iteration 64Q: 3 clusters Score -165914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165915.078125 Penalty: 3813.700928
	Iteration 65Q: 3 clusters Score -165915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165915.984375 Penalty: 3813.700928
	Iteration 66Q: 3 clusters Score -165916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165918.437500 Penalty: 3813.700928
	Iteration 67Q: 3 clusters Score -165918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165919.578125 Penalty: 3813.700928
	Iteration 68Q: 3 clusters Score -165919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165919.578125 Penalty: 3813.700928
	Iteration 69F: 3 clusters Score -165919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -1425480.750000 Penalty: 2382.811035
	Iteration 0F: 2 clusters Score -1425481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1414725.250000 Penalty: 4765.622070
	Iteration 0F: 3 clusters Score -1414725 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1418067.250000 Penalty: 4765.622070
	Iteration 1F: 3 clusters Score -1418067 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1418396.500000 Penalty: 4765.622070
	Iteration 2F: 3 clusters Score -1418396 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1418648.375000 Penalty: 4765.622070
	Iteration 3Q: 3 clusters Score -1418648 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1418863.500000 Penalty: 4765.622070
	Iteration 4Q: 3 clusters Score -1418864 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1419082.750000 Penalty: 4765.622070
	Iteration 5Q: 3 clusters Score -1419083 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1419322.125000 Penalty: 4765.622070
	Iteration 6Q: 3 clusters Score -1419322 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1419592.375000 Penalty: 4765.622070
	Iteration 7Q: 3 clusters Score -1419592 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1419896.625000 Penalty: 4765.622070
	Iteration 8Q: 3 clusters Score -1419897 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1420249.500000 Penalty: 4765.622070
	Iteration 9Q: 3 clusters Score -1420250 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1420606.000000 Penalty: 4765.622070
	Iteration 10Q: 3 clusters Score -1420606 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1421027.125000 Penalty: 4765.622070
	Iteration 11Q: 3 clusters Score -1421027 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1421413.750000 Penalty: 4765.622070
	Iteration 12Q: 3 clusters Score -1421414 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1421785.125000 Penalty: 4765.622070
	Iteration 13Q: 3 clusters Score -1421785 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1422125.375000 Penalty: 4765.622070
	Iteration 14Q: 3 clusters Score -1422125 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1422436.750000 Penalty: 4765.622070
	Iteration 15Q: 3 clusters Score -1422437 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1422714.250000 Penalty: 4765.622070
	Iteration 16Q: 3 clusters Score -1422714 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1422975.250000 Penalty: 4765.622070
	Iteration 17Q: 3 clusters Score -1422975 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1423137.250000 Penalty: 4765.622070
	Iteration 18Q: 3 clusters Score -1423137 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1423248.250000 Penalty: 4765.622070
	Iteration 19Q: 3 clusters Score -1423248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1423354.750000 Penalty: 4765.622070
	Iteration 20F: 3 clusters Score -1423355 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1423401.875000 Penalty: 4765.622070
	Iteration 21Q: 3 clusters Score -1423402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1423441.500000 Penalty: 4765.622070
	Iteration 22Q: 3 clusters Score -1423442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1423476.125000 Penalty: 4765.622070
	Iteration 23Q: 3 clusters Score -1423476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1423503.000000 Penalty: 4765.622070
	Iteration 24Q: 3 clusters Score -1423503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1423527.250000 Penalty: 4765.622070
	Iteration 25Q: 3 clusters Score -1423527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1423539.500000 Penalty: 4765.622070
	Iteration 26Q: 3 clusters Score -1423540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1423549.500000 Penalty: 4765.622070
	Iteration 27Q: 3 clusters Score -1423550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1423561.000000 Penalty: 4765.622070
	Iteration 28Q: 3 clusters Score -1423561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1423571.000000 Penalty: 4765.622070
	Iteration 29Q: 3 clusters Score -1423571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1423573.625000 Penalty: 4765.622070
	Iteration 30Q: 3 clusters Score -1423574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1423579.875000 Penalty: 4765.622070
	Iteration 31Q: 3 clusters Score -1423580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1423584.500000 Penalty: 4765.622070
	Iteration 32Q: 3 clusters Score -1423584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1423590.375000 Penalty: 4765.622070
	Iteration 33Q: 3 clusters Score -1423590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1423602.125000 Penalty: 4765.622070
	Iteration 34Q: 3 clusters Score -1423602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1423612.250000 Penalty: 4765.622070
	Iteration 35Q: 3 clusters Score -1423612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1423615.750000 Penalty: 4765.622070
	Iteration 36Q: 3 clusters Score -1423616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1423619.125000 Penalty: 4765.622070
	Iteration 37Q: 3 clusters Score -1423619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1423624.875000 Penalty: 4765.622070
	Iteration 38Q: 3 clusters Score -1423625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1423625.375000 Penalty: 4765.622070
	Iteration 39Q: 3 clusters Score -1423625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1423627.750000 Penalty: 4765.622070
	Iteration 40F: 3 clusters Score -1423628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1423630.125000 Penalty: 4765.622070
	Iteration 41Q: 3 clusters Score -1423630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1423630.125000 Penalty: 4765.622070
	Iteration 42F: 3 clusters Score -1423630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -244088.218750 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -244088.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -241083.593750 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -241083.6 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -241649.046875 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -241649 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -241794.218750 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -241794.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -241875.125000 Penalty: 3901.513916
	Iteration 3Q: 3 clusters Score -241875.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -241928.281250 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -241928.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -241968.250000 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -241968.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -242006.078125 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -242006.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -242036.140625 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -242036.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242058.156250 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -242058.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -242078.312500 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -242078.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -242094.250000 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -242094.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -242108.796875 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -242108.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242121.515625 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -242121.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -242138.656250 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -242138.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -242159.593750 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -242159.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -242173.078125 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -242173.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -242182.953125 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -242183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242196.218750 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -242196.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -242206.406250 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -242206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -242217.031250 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -242217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -242227.359375 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -242227.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -242240.765625 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -242240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -242248.437500 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -242248.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -242259.968750 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -242260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242267.453125 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -242267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242272.515625 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -242272.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242278.343750 Penalty: 3901.513916
	Iteration 26Q: 3 clusters Score -242278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -242282.109375 Penalty: 3901.513916
	Iteration 27Q: 3 clusters Score -242282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -242288.250000 Penalty: 3901.513916
	Iteration 28Q: 3 clusters Score -242288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -242294.484375 Penalty: 3901.513916
	Iteration 29Q: 3 clusters Score -242294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -242301.750000 Penalty: 3901.513916
	Iteration 30Q: 3 clusters Score -242301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -242305.734375 Penalty: 3901.513916
	Iteration 31Q: 3 clusters Score -242305.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242316.484375 Penalty: 3901.513916
	Iteration 32Q: 3 clusters Score -242316.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242327.937500 Penalty: 3901.513916
	Iteration 33Q: 3 clusters Score -242327.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242340.703125 Penalty: 3901.513916
	Iteration 34Q: 3 clusters Score -242340.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242349.953125 Penalty: 3901.513916
	Iteration 35Q: 3 clusters Score -242350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242356.484375 Penalty: 3901.513916
	Iteration 36Q: 3 clusters Score -242356.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -242365.421875 Penalty: 3901.513916
	Iteration 37Q: 3 clusters Score -242365.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242373.015625 Penalty: 3901.513916
	Iteration 38Q: 3 clusters Score -242373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242376.171875 Penalty: 3901.513916
	Iteration 39Q: 3 clusters Score -242376.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242380.812500 Penalty: 3901.513916
	Iteration 40F: 3 clusters Score -242380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242385.937500 Penalty: 3901.513916
	Iteration 41Q: 3 clusters Score -242385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -242398.687500 Penalty: 3901.513916
	Iteration 42Q: 3 clusters Score -242398.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -242420.046875 Penalty: 3901.513916
	Iteration 43Q: 3 clusters Score -242420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -242445.031250 Penalty: 3901.513916
	Iteration 44Q: 3 clusters Score -242445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -242492.312500 Penalty: 3901.513916
	Iteration 45Q: 3 clusters Score -242492.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -242569.906250 Penalty: 3901.513916
	Iteration 46Q: 3 clusters Score -242569.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242641.062500 Penalty: 3901.513916
	Iteration 47Q: 3 clusters Score -242641.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -242715.171875 Penalty: 3901.513916
	Iteration 48Q: 3 clusters Score -242715.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -242789.593750 Penalty: 3901.513916
	Iteration 49Q: 3 clusters Score -242789.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242844.296875 Penalty: 3901.513916
	Iteration 50Q: 3 clusters Score -242844.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242899.937500 Penalty: 3901.513916
	Iteration 51Q: 3 clusters Score -242899.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242953.125000 Penalty: 3901.513916
	Iteration 52Q: 3 clusters Score -242953.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -242999.312500 Penalty: 3901.513916
	Iteration 53Q: 3 clusters Score -242999.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243046.312500 Penalty: 3901.513916
	Iteration 54Q: 3 clusters Score -243046.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -243103.250000 Penalty: 3901.513916
	Iteration 55Q: 3 clusters Score -243103.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -243172.937500 Penalty: 3901.513916
	Iteration 56Q: 3 clusters Score -243172.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -243262.250000 Penalty: 3901.513916
	Iteration 57Q: 3 clusters Score -243262.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -243337.437500 Penalty: 3901.513916
	Iteration 58Q: 3 clusters Score -243337.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -243400.125000 Penalty: 3901.513916
	Iteration 59Q: 3 clusters Score -243400.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -243436.468750 Penalty: 3901.513916
	Iteration 60F: 3 clusters Score -243436.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -243473.718750 Penalty: 3901.513916
	Iteration 61Q: 3 clusters Score -243473.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -243502.203125 Penalty: 3901.513916
	Iteration 62Q: 3 clusters Score -243502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -243514.656250 Penalty: 3901.513916
	Iteration 63Q: 3 clusters Score -243514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -243521.984375 Penalty: 3901.513916
	Iteration 64Q: 3 clusters Score -243522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -243526.375000 Penalty: 3901.513916
	Iteration 65Q: 3 clusters Score -243526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -243527.281250 Penalty: 3901.513916
	Iteration 66Q: 3 clusters Score -243527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -243527.281250 Penalty: 3901.513916
	Iteration 67F: 3 clusters Score -243527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Entering Unmasked Estep 
Score: -1496027.375000 Penalty: 2380.080322
	Iteration 0F: 2 clusters Score -1496027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1485352.750000 Penalty: 4760.160645
	Iteration 0F: 3 clusters Score -1485353 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1488778.750000 Penalty: 4760.160645
	Iteration 1F: 3 clusters Score -1488779 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1489187.625000 Penalty: 4760.160645
	Iteration 2F: 3 clusters Score -1489188 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1489517.250000 Penalty: 4760.160645
	Iteration 3F: 3 clusters Score -1489517 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1489804.750000 Penalty: 4760.160645
	Iteration 4Q: 3 clusters Score -1489805 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1490019.500000 Penalty: 4760.160645
	Iteration 5Q: 3 clusters Score -1490020 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1490201.875000 Penalty: 4760.160645
	Iteration 6Q: 3 clusters Score -1490202 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1490365.375000 Penalty: 4760.160645
	Iteration 7Q: 3 clusters Score -1490365 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1490514.625000 Penalty: 4760.160645
	Iteration 8Q: 3 clusters Score -1490515 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1490653.625000 Penalty: 4760.160645
	Iteration 9Q: 3 clusters Score -1490654 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1490773.250000 Penalty: 4760.160645
	Iteration 10Q: 3 clusters Score -1490773 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1490880.250000 Penalty: 4760.160645
	Iteration 11Q: 3 clusters Score -1490880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1490980.875000 Penalty: 4760.160645
	Iteration 12Q: 3 clusters Score -1490981 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1491083.125000 Penalty: 4760.160645
	Iteration 13Q: 3 clusters Score -1491083 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1491170.125000 Penalty: 4760.160645
	Iteration 14Q: 3 clusters Score -1491170 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1491257.250000 Penalty: 4760.160645
	Iteration 15Q: 3 clusters Score -1491257 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1491349.000000 Penalty: 4760.160645
	Iteration 16Q: 3 clusters Score -1491349 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1491445.875000 Penalty: 4760.160645
	Iteration 17Q: 3 clusters Score -1491446 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1491553.125000 Penalty: 4760.160645
	Iteration 18Q: 3 clusters Score -1491553 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1491655.750000 Penalty: 4760.160645
	Iteration 19Q: 3 clusters Score -1491656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1491771.125000 Penalty: 4760.160645
	Iteration 20F: 3 clusters Score -1491771 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1491888.625000 Penalty: 4760.160645
	Iteration 21Q: 3 clusters Score -1491889 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1492021.375000 Penalty: 4760.160645
	Iteration 22Q: 3 clusters Score -1492021 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1492169.000000 Penalty: 4760.160645
	Iteration 23Q: 3 clusters Score -1492169 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1492281.625000 Penalty: 4760.160645
	Iteration 24Q: 3 clusters Score -1492282 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1492353.500000 Penalty: 4760.160645
	Iteration 25Q: 3 clusters Score -1492354 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1492405.250000 Penalty: 4760.160645
	Iteration 26Q: 3 clusters Score -1492405 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1492461.500000 Penalty: 4760.160645
	Iteration 27Q: 3 clusters Score -1492462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1492497.250000 Penalty: 4760.160645
	Iteration 28Q: 3 clusters Score -1492497 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1492525.750000 Penalty: 4760.160645
	Iteration 29Q: 3 clusters Score -1492526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1492558.000000 Penalty: 4760.160645
	Iteration 30Q: 3 clusters Score -1492558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1492582.125000 Penalty: 4760.160645
	Iteration 31Q: 3 clusters Score -1492582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1492611.625000 Penalty: 4760.160645
	Iteration 32Q: 3 clusters Score -1492612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1492636.000000 Penalty: 4760.160645
	Iteration 33Q: 3 clusters Score -1492636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1492663.750000 Penalty: 4760.160645
	Iteration 34Q: 3 clusters Score -1492664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1492691.250000 Penalty: 4760.160645
	Iteration 35Q: 3 clusters Score -1492691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1492722.000000 Penalty: 4760.160645
	Iteration 36Q: 3 clusters Score -1492722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1492752.375000 Penalty: 4760.160645
	Iteration 37Q: 3 clusters Score -1492752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1492772.875000 Penalty: 4760.160645
	Iteration 38Q: 3 clusters Score -1492773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1492794.375000 Penalty: 4760.160645
	Iteration 39Q: 3 clusters Score -1492794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1492817.750000 Penalty: 4760.160645
	Iteration 40F: 3 clusters Score -1492818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1492842.125000 Penalty: 4760.160645
	Iteration 41Q: 3 clusters Score -1492842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1492867.250000 Penalty: 4760.160645
	Iteration 42Q: 3 clusters Score -1492867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1492890.000000 Penalty: 4760.160645
	Iteration 43Q: 3 clusters Score -1492890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1492920.000000 Penalty: 4760.160645
	Iteration 44Q: 3 clusters Score -1492920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1492946.250000 Penalty: 4760.160645
	Iteration 45Q: 3 clusters Score -1492946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1492980.125000 Penalty: 4760.160645
	Iteration 46Q: 3 clusters Score -1492980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1493000.750000 Penalty: 4760.160645
	Iteration 47Q: 3 clusters Score -1493001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1493032.375000 Penalty: 4760.160645
	Iteration 48Q: 3 clusters Score -1493032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1493059.625000 Penalty: 4760.160645
	Iteration 49Q: 3 clusters Score -1493060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1493086.500000 Penalty: 4760.160645
	Iteration 50Q: 3 clusters Score -1493086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1493111.875000 Penalty: 4760.160645
	Iteration 51Q: 3 clusters Score -1493112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1493128.125000 Penalty: 4760.160645
	Iteration 52Q: 3 clusters Score -1493128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1493148.875000 Penalty: 4760.160645
	Iteration 53Q: 3 clusters Score -1493149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1493180.125000 Penalty: 4760.160645
	Iteration 54Q: 3 clusters Score -1493180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1493209.500000 Penalty: 4760.160645
	Iteration 55Q: 3 clusters Score -1493210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1493242.500000 Penalty: 4760.160645
	Iteration 56Q: 3 clusters Score -1493242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1493275.375000 Penalty: 4760.160645
	Iteration 57Q: 3 clusters Score -1493275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1493304.375000 Penalty: 4760.160645
	Iteration 58Q: 3 clusters Score -1493304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1493331.875000 Penalty: 4760.160645
	Iteration 59Q: 3 clusters Score -1493332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1493355.375000 Penalty: 4760.160645
	Iteration 60F: 3 clusters Score -1493355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1493377.500000 Penalty: 4760.160645
	Iteration 61Q: 3 clusters Score -1493378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1493392.250000 Penalty: 4760.160645
	Iteration 62Q: 3 clusters Score -1493392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1493409.000000 Penalty: 4760.160645
	Iteration 63Q: 3 clusters Score -1493409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1493417.500000 Penalty: 4760.160645
	Iteration 64Q: 3 clusters Score -1493418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1493426.375000 Penalty: 4760.160645
	Iteration 65Q: 3 clusters Score -1493426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1493433.625000 Penalty: 4760.160645
	Iteration 66Q: 3 clusters Score -1493434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1493448.250000 Penalty: 4760.160645
	Iteration 67Q: 3 clusters Score -1493448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1493461.375000 Penalty: 4760.160645
	Iteration 68Q: 3 clusters Score -1493461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1493482.000000 Penalty: 4760.160645
	Iteration 69Q: 3 clusters Score -1493482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1493491.500000 Penalty: 4760.160645
	Iteration 70Q: 3 clusters Score -1493492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1493509.000000 Penalty: 4760.160645
	Iteration 71Q: 3 clusters Score -1493509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1493527.625000 Penalty: 4760.160645
	Iteration 72Q: 3 clusters Score -1493528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1493542.750000 Penalty: 4760.160645
	Iteration 73Q: 3 clusters Score -1493543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1493563.625000 Penalty: 4760.160645
	Iteration 74Q: 3 clusters Score -1493564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1493591.250000 Penalty: 4760.160645
	Iteration 75Q: 3 clusters Score -1493591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1493610.375000 Penalty: 4760.160645
	Iteration 76Q: 3 clusters Score -1493610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1493629.375000 Penalty: 4760.160645
	Iteration 77Q: 3 clusters Score -1493629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1493640.875000 Penalty: 4760.160645
	Iteration 78Q: 3 clusters Score -1493641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1493652.500000 Penalty: 4760.160645
	Iteration 79Q: 3 clusters Score -1493652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1493668.625000 Penalty: 4760.160645
	Iteration 80F: 3 clusters Score -1493669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1493685.875000 Penalty: 4760.160645
	Iteration 81Q: 3 clusters Score -1493686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1493702.375000 Penalty: 4760.160645
	Iteration 82Q: 3 clusters Score -1493702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1493713.875000 Penalty: 4760.160645
	Iteration 83Q: 3 clusters Score -1493714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1493730.125000 Penalty: 4760.160645
	Iteration 84Q: 3 clusters Score -1493730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1493735.375000 Penalty: 4760.160645
	Iteration 85Q: 3 clusters Score -1493735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1493739.875000 Penalty: 4760.160645
	Iteration 86Q: 3 clusters Score -1493740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1493743.500000 Penalty: 4760.160645
	Iteration 87Q: 3 clusters Score -1493744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1493755.500000 Penalty: 4760.160645
	Iteration 88Q: 3 clusters Score -1493756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1493767.500000 Penalty: 4760.160645
	Iteration 89Q: 3 clusters Score -1493768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1493783.875000 Penalty: 4760.160645
	Iteration 90Q: 3 clusters Score -1493784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1493801.750000 Penalty: 4760.160645
	Iteration 91Q: 3 clusters Score -1493802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1493821.750000 Penalty: 4760.160645
	Iteration 92Q: 3 clusters Score -1493822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1493835.750000 Penalty: 4760.160645
	Iteration 93Q: 3 clusters Score -1493836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1493841.625000 Penalty: 4760.160645
	Iteration 94Q: 3 clusters Score -1493842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1493854.250000 Penalty: 4760.160645
	Iteration 95Q: 3 clusters Score -1493854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1493866.500000 Penalty: 4760.160645
	Iteration 96Q: 3 clusters Score -1493866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1493873.875000 Penalty: 4760.160645
	Iteration 97Q: 3 clusters Score -1493874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1493876.125000 Penalty: 4760.160645
	Iteration 98Q: 3 clusters Score -1493876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1493879.000000 Penalty: 4760.160645
	Iteration 99Q: 3 clusters Score -1493879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1493885.125000 Penalty: 4760.160645
	Iteration 100F: 3 clusters Score -1493885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1493885.875000 Penalty: 4760.160645
	Iteration 101Q: 3 clusters Score -1493886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1493891.000000 Penalty: 4760.160645
	Iteration 102Q: 3 clusters Score -1493891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1493893.875000 Penalty: 4760.160645
	Iteration 103Q: 3 clusters Score -1493894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1493896.875000 Penalty: 4760.160645
	Iteration 104Q: 3 clusters Score -1493897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1493899.375000 Penalty: 4760.160645
	Iteration 105Q: 3 clusters Score -1493899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1493899.750000 Penalty: 4760.160645
	Iteration 106Q: 3 clusters Score -1493900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1493900.375000 Penalty: 4760.160645
	Iteration 107Q: 3 clusters Score -1493900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1493900.375000 Penalty: 4760.160645
	Iteration 108Q: 3 clusters Score -1493900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1493902.500000 Penalty: 4760.160645
	Iteration 109Q: 3 clusters Score -1493902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1493903.875000 Penalty: 4760.160645
	Iteration 110Q: 3 clusters Score -1493904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1493903.125000 Penalty: 4760.160645
	Iteration 111Q: 3 clusters Score -1493903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1493904.000000 Penalty: 4760.160645
	Iteration 112Q: 3 clusters Score -1493904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1493904.500000 Penalty: 4760.160645
	Iteration 113Q: 3 clusters Score -1493904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1493907.250000 Penalty: 4760.160645
	Iteration 114Q: 3 clusters Score -1493907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1493909.125000 Penalty: 4760.160645
	Iteration 115Q: 3 clusters Score -1493909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1493909.375000 Penalty: 4760.160645
	Iteration 116Q: 3 clusters Score -1493909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1493909.000000 Penalty: 4760.160645
	Iteration 117Q: 3 clusters Score -1493909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1493910.125000 Penalty: 4760.160645
	Iteration 118Q: 3 clusters Score -1493910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1493910.500000 Penalty: 4760.160645
	Iteration 119Q: 3 clusters Score -1493910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1493911.625000 Penalty: 4760.160645
	Iteration 120F: 3 clusters Score -1493912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1493911.125000 Penalty: 4760.160645
	Iteration 121Q: 3 clusters Score -1493911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1493912.375000 Penalty: 4760.160645
	Iteration 122Q: 3 clusters Score -1493912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1493912.875000 Penalty: 4760.160645
	Iteration 123Q: 3 clusters Score -1493913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1493912.250000 Penalty: 4760.160645
	Iteration 124Q: 3 clusters Score -1493912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1493915.625000 Penalty: 4760.160645
	Iteration 125Q: 3 clusters Score -1493916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1493916.750000 Penalty: 4760.160645
	Iteration 126Q: 3 clusters Score -1493917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1493919.750000 Penalty: 4760.160645
	Iteration 127Q: 3 clusters Score -1493920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1493919.750000 Penalty: 4760.160645
	Iteration 128F: 3 clusters Score -1493920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -305693.343750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -305693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -302380.031250 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -302380 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -302995.250000 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -302995.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -303171.906250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -303171.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -303277.062500 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -303277.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -303343.093750 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -303343.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -303383.375000 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -303383.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303409.250000 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -303409.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303432.468750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -303432.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -303448.843750 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -303448.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -303460.937500 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -303460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -303469.406250 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -303469.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -303479.750000 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -303479.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -303488.875000 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -303488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -303494.187500 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -303494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -303498.343750 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -303498.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -303501.687500 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -303501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -303506.062500 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -303506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303507.687500 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -303507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303510.125000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -303510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303510.625000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -303510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303511.437500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -303511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303513.343750 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -303513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -303514.406250 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -303514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303515.687500 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -303515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -303515.781250 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -303515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -303517.000000 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -303517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303518.500000 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -303518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -303520.000000 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -303520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -303521.031250 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -303521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -303521.375000 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -303521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303522.000000 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -303522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303523.093750 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -303523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303524.875000 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -303524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303526.093750 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -303526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -303526.093750 Penalty: 3983.405762
	Iteration 34F: 3 clusters Score -303526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -654220.062500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -654220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -648706.875000 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -648706.9 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -650212.687500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -650212.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -650493.125000 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -650493.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -650692.375000 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -650692.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -650875.562500 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -650875.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -651070.250000 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -651070.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -651260.312500 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -651260.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -651449.062500 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -651449.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -651613.312500 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -651613.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -651763.625000 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -651763.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -651894.062500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -651894.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -651976.062500 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -651976.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -652029.500000 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -652029.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -652063.812500 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -652063.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -652089.750000 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -652089.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -652109.312500 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -652109.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -652123.375000 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -652123.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -652140.062500 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -652140.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -652155.437500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -652155.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -652173.625000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -652173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -652184.125000 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -652184.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -652191.562500 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -652191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -652199.812500 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -652199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -652207.187500 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -652207.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -652215.562500 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -652215.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -652224.687500 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -652224.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -652231.187500 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -652231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -652235.062500 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -652235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -652241.562500 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -652241.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -652247.812500 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -652247.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -652253.250000 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -652253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -652259.000000 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -652259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -652259.937500 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -652259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -652263.687500 Penalty: 4374.773926
	Iteration 33Q: 3 clusters Score -652263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -652264.625000 Penalty: 4374.773926
	Iteration 34Q: 3 clusters Score -652264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -652266.562500 Penalty: 4374.773926
	Iteration 35Q: 3 clusters Score -652266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -652267.875000 Penalty: 4374.773926
	Iteration 36Q: 3 clusters Score -652267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -652269.187500 Penalty: 4374.773926
	Iteration 37Q: 3 clusters Score -652269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -652270.062500 Penalty: 4374.773926
	Iteration 38Q: 3 clusters Score -652270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -652269.000000 Penalty: 4374.773926
	Iteration 39Q: 3 clusters Score -652269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -652271.312500 Penalty: 4374.773926
	Iteration 40F: 3 clusters Score -652271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -204359.156250 Penalty: 1973.032349
	Iteration 0F: 2 clusters Score -204359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -201209.421875 Penalty: 3946.064697
	Iteration 0F: 3 clusters Score -201209.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -202087.796875 Penalty: 3946.064697
	Iteration 1F: 3 clusters Score -202087.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -202432.812500 Penalty: 3946.064697
	Iteration 2F: 3 clusters Score -202432.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -202674.546875 Penalty: 3946.064697
	Iteration 3F: 3 clusters Score -202674.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -202841.937500 Penalty: 3946.064697
	Iteration 4F: 3 clusters Score -202841.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -202967.609375 Penalty: 3946.064697
	Iteration 5Q: 3 clusters Score -202967.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -203048.078125 Penalty: 3946.064697
	Iteration 6Q: 3 clusters Score -203048.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -203133.359375 Penalty: 3946.064697
	Iteration 7Q: 3 clusters Score -203133.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -203201.921875 Penalty: 3946.064697
	Iteration 8Q: 3 clusters Score -203201.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -203234.796875 Penalty: 3946.064697
	Iteration 9Q: 3 clusters Score -203234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -203256.265625 Penalty: 3946.064697
	Iteration 10Q: 3 clusters Score -203256.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -203281.765625 Penalty: 3946.064697
	Iteration 11Q: 3 clusters Score -203281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203306.109375 Penalty: 3946.064697
	Iteration 12Q: 3 clusters Score -203306.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -203319.750000 Penalty: 3946.064697
	Iteration 13Q: 3 clusters Score -203319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203331.875000 Penalty: 3946.064697
	Iteration 14Q: 3 clusters Score -203331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -203341.656250 Penalty: 3946.064697
	Iteration 15Q: 3 clusters Score -203341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -203354.031250 Penalty: 3946.064697
	Iteration 16Q: 3 clusters Score -203354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -203363.140625 Penalty: 3946.064697
	Iteration 17Q: 3 clusters Score -203363.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -203370.718750 Penalty: 3946.064697
	Iteration 18Q: 3 clusters Score -203370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -203377.843750 Penalty: 3946.064697
	Iteration 19Q: 3 clusters Score -203377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203388.734375 Penalty: 3946.064697
	Iteration 20F: 3 clusters Score -203388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203404.734375 Penalty: 3946.064697
	Iteration 21Q: 3 clusters Score -203404.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -203413.859375 Penalty: 3946.064697
	Iteration 22Q: 3 clusters Score -203413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -203426.296875 Penalty: 3946.064697
	Iteration 23Q: 3 clusters Score -203426.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203440.531250 Penalty: 3946.064697
	Iteration 24Q: 3 clusters Score -203440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -203455.109375 Penalty: 3946.064697
	Iteration 25Q: 3 clusters Score -203455.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -203463.296875 Penalty: 3946.064697
	Iteration 26Q: 3 clusters Score -203463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -203475.765625 Penalty: 3946.064697
	Iteration 27Q: 3 clusters Score -203475.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -203489.734375 Penalty: 3946.064697
	Iteration 28Q: 3 clusters Score -203489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -203497.812500 Penalty: 3946.064697
	Iteration 29Q: 3 clusters Score -203497.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -203504.234375 Penalty: 3946.064697
	Iteration 30Q: 3 clusters Score -203504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203513.218750 Penalty: 3946.064697
	Iteration 31Q: 3 clusters Score -203513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -203522.015625 Penalty: 3946.064697
	Iteration 32Q: 3 clusters Score -203522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203532.171875 Penalty: 3946.064697
	Iteration 33Q: 3 clusters Score -203532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203539.562500 Penalty: 3946.064697
	Iteration 34Q: 3 clusters Score -203539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203543.781250 Penalty: 3946.064697
	Iteration 35Q: 3 clusters Score -203543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -203550.593750 Penalty: 3946.064697
	Iteration 36Q: 3 clusters Score -203550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203553.359375 Penalty: 3946.064697
	Iteration 37Q: 3 clusters Score -203553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -203557.843750 Penalty: 3946.064697
	Iteration 38Q: 3 clusters Score -203557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -203560.015625 Penalty: 3946.064697
	Iteration 39Q: 3 clusters Score -203560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -203561.125000 Penalty: 3946.064697
	Iteration 40F: 3 clusters Score -203561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -290803.718750 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -290803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -287523.937500 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -287523.9 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -288184.593750 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -288184.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -288327.218750 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -288327.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288410.593750 Penalty: 3980.656250
	Iteration 3Q: 3 clusters Score -288410.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -288461.781250 Penalty: 3980.656250
	Iteration 4Q: 3 clusters Score -288461.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288510.250000 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -288510.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288549.593750 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -288549.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -288580.125000 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -288580.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288608.781250 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -288608.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -288638.562500 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -288638.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288667.031250 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -288667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -288702.156250 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -288702.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -288737.187500 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -288737.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -288761.937500 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -288761.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -288792.156250 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -288792.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288835.375000 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -288835.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -288872.781250 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -288872.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -288911.875000 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -288911.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -288960.812500 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -288960.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289006.937500 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -289006.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289039.656250 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -289039.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289054.125000 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -289054.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -289066.562500 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -289066.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -289080.062500 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -289080.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -289091.875000 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -289091.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -289107.937500 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -289107.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289122.500000 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -289122.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289136.562500 Penalty: 3980.656250
	Iteration 27Q: 3 clusters Score -289136.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289144.656250 Penalty: 3980.656250
	Iteration 28Q: 3 clusters Score -289144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -289150.468750 Penalty: 3980.656250
	Iteration 29Q: 3 clusters Score -289150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -289155.281250 Penalty: 3980.656250
	Iteration 30Q: 3 clusters Score -289155.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -289159.750000 Penalty: 3980.656250
	Iteration 31Q: 3 clusters Score -289159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -289162.687500 Penalty: 3980.656250
	Iteration 32Q: 3 clusters Score -289162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -289166.937500 Penalty: 3980.656250
	Iteration 33Q: 3 clusters Score -289166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289172.406250 Penalty: 3980.656250
	Iteration 34Q: 3 clusters Score -289172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289177.656250 Penalty: 3980.656250
	Iteration 35Q: 3 clusters Score -289177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289180.531250 Penalty: 3980.656250
	Iteration 36Q: 3 clusters Score -289180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -289181.343750 Penalty: 3980.656250
	Iteration 37Q: 3 clusters Score -289181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -289182.781250 Penalty: 3980.656250
	Iteration 38Q: 3 clusters Score -289182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -289183.250000 Penalty: 3980.656250
	Iteration 39Q: 3 clusters Score -289183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -289185.968750 Penalty: 3980.656250
	Iteration 40F: 3 clusters Score -289186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -289191.031250 Penalty: 3980.656250
	Iteration 41Q: 3 clusters Score -289191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289195.593750 Penalty: 3980.656250
	Iteration 42Q: 3 clusters Score -289195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -289202.000000 Penalty: 3980.656250
	Iteration 43Q: 3 clusters Score -289202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -289211.000000 Penalty: 3980.656250
	Iteration 44Q: 3 clusters Score -289211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289217.875000 Penalty: 3980.656250
	Iteration 45Q: 3 clusters Score -289217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -289228.625000 Penalty: 3980.656250
	Iteration 46Q: 3 clusters Score -289228.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -289240.062500 Penalty: 3980.656250
	Iteration 47Q: 3 clusters Score -289240.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -289251.156250 Penalty: 3980.656250
	Iteration 48Q: 3 clusters Score -289251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -289264.781250 Penalty: 3980.656250
	Iteration 49Q: 3 clusters Score -289264.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -289278.906250 Penalty: 3980.656250
	Iteration 50Q: 3 clusters Score -289278.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -289292.031250 Penalty: 3980.656250
	Iteration 51Q: 3 clusters Score -289292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -289304.468750 Penalty: 3980.656250
	Iteration 52Q: 3 clusters Score -289304.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -289316.812500 Penalty: 3980.656250
	Iteration 53Q: 3 clusters Score -289316.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -289325.906250 Penalty: 3980.656250
	Iteration 54Q: 3 clusters Score -289325.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -289340.656250 Penalty: 3980.656250
	Iteration 55Q: 3 clusters Score -289340.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -289359.312500 Penalty: 3980.656250
	Iteration 56Q: 3 clusters Score -289359.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -289374.406250 Penalty: 3980.656250
	Iteration 57Q: 3 clusters Score -289374.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -289387.593750 Penalty: 3980.656250
	Iteration 58Q: 3 clusters Score -289387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -289405.875000 Penalty: 3980.656250
	Iteration 59Q: 3 clusters Score -289405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -289431.031250 Penalty: 3980.656250
	Iteration 60F: 3 clusters Score -289431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -289458.437500 Penalty: 3980.656250
	Iteration 61Q: 3 clusters Score -289458.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289494.062500 Penalty: 3980.656250
	Iteration 62Q: 3 clusters Score -289494.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -289516.156250 Penalty: 3980.656250
	Iteration 63Q: 3 clusters Score -289516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -289529.187500 Penalty: 3980.656250
	Iteration 64Q: 3 clusters Score -289529.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289542.093750 Penalty: 3980.656250
	Iteration 65Q: 3 clusters Score -289542.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289562.968750 Penalty: 3980.656250
	Iteration 66Q: 3 clusters Score -289563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -289581.468750 Penalty: 3980.656250
	Iteration 67Q: 3 clusters Score -289581.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -289594.375000 Penalty: 3980.656250
	Iteration 68Q: 3 clusters Score -289594.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -289609.406250 Penalty: 3980.656250
	Iteration 69Q: 3 clusters Score -289609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -289620.281250 Penalty: 3980.656250
	Iteration 70Q: 3 clusters Score -289620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289630.250000 Penalty: 3980.656250
	Iteration 71Q: 3 clusters Score -289630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -289641.625000 Penalty: 3980.656250
	Iteration 72Q: 3 clusters Score -289641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -289644.156250 Penalty: 3980.656250
	Iteration 73Q: 3 clusters Score -289644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -289649.218750 Penalty: 3980.656250
	Iteration 74Q: 3 clusters Score -289649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -289655.750000 Penalty: 3980.656250
	Iteration 75Q: 3 clusters Score -289655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -289664.125000 Penalty: 3980.656250
	Iteration 76Q: 3 clusters Score -289664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289665.718750 Penalty: 3980.656250
	Iteration 77Q: 3 clusters Score -289665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -289665.843750 Penalty: 3980.656250
	Iteration 78Q: 3 clusters Score -289665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -289665.843750 Penalty: 3980.656250
	Iteration 79F: 3 clusters Score -289665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (117347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117347 members 
Entering Unmasked Estep 
Score: -11637892.000000 Penalty: 2894.876953
	Iteration 0F: 2 clusters Score -1.163789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -11559285.000000 Penalty: 5789.753906
	Iteration 0F: 3 clusters Score -1.155928e+07 nChanged 55698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -11591346.000000 Penalty: 5789.753906
	Iteration 1F: 3 clusters Score -1.159135e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -11592396.000000 Penalty: 5789.753906
	Iteration 2Q: 3 clusters Score -1.15924e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -11593920.000000 Penalty: 5789.753906
	Iteration 3Q: 3 clusters Score -1.159392e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -11596151.000000 Penalty: 5789.753906
	Iteration 4Q: 3 clusters Score -1.159615e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -11599388.000000 Penalty: 5789.753906
	Iteration 5F: 3 clusters Score -1.159939e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -11603469.000000 Penalty: 5789.753906
	Iteration 6F: 3 clusters Score -1.160347e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -11608142.000000 Penalty: 5789.753906
	Iteration 7F: 3 clusters Score -1.160814e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -11611624.000000 Penalty: 5789.753906
	Iteration 8F: 3 clusters Score -1.161162e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -11613999.000000 Penalty: 5789.753906
	Iteration 9F: 3 clusters Score -1.1614e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -11615064.000000 Penalty: 5789.753906
	Iteration 10Q: 3 clusters Score -1.161506e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -11615793.000000 Penalty: 5789.753906
	Iteration 11Q: 3 clusters Score -1.161579e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -11616073.000000 Penalty: 5789.753906
	Iteration 12Q: 3 clusters Score -1.161607e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -11616284.000000 Penalty: 5789.753906
	Iteration 13Q: 3 clusters Score -1.161628e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -11616455.000000 Penalty: 5789.753906
	Iteration 14Q: 3 clusters Score -1.161646e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -11616640.000000 Penalty: 5789.753906
	Iteration 15Q: 3 clusters Score -1.161664e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -11616791.000000 Penalty: 5789.753906
	Iteration 16Q: 3 clusters Score -1.161679e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -11616945.000000 Penalty: 5789.753906
	Iteration 17Q: 3 clusters Score -1.161694e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -11617169.000000 Penalty: 5789.753906
	Iteration 18Q: 3 clusters Score -1.161717e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -11617495.000000 Penalty: 5789.753906
	Iteration 19Q: 3 clusters Score -1.16175e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -11617860.000000 Penalty: 5789.753906
	Iteration 20F: 3 clusters Score -1.161786e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -11618408.000000 Penalty: 5789.753906
	Iteration 21Q: 3 clusters Score -1.161841e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -11619081.000000 Penalty: 5789.753906
	Iteration 22Q: 3 clusters Score -1.161908e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -11619883.000000 Penalty: 5789.753906
	Iteration 23Q: 3 clusters Score -1.161988e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -11620798.000000 Penalty: 5789.753906
	Iteration 24Q: 3 clusters Score -1.16208e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -11621794.000000 Penalty: 5789.753906
	Iteration 25Q: 3 clusters Score -1.162179e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -11622856.000000 Penalty: 5789.753906
	Iteration 26Q: 3 clusters Score -1.162286e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -11624061.000000 Penalty: 5789.753906
	Iteration 27Q: 3 clusters Score -1.162406e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -11625380.000000 Penalty: 5789.753906
	Iteration 28Q: 3 clusters Score -1.162538e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -11626745.000000 Penalty: 5789.753906
	Iteration 29Q: 3 clusters Score -1.162674e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -11628173.000000 Penalty: 5789.753906
	Iteration 30Q: 3 clusters Score -1.162817e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -11629491.000000 Penalty: 5789.753906
	Iteration 31Q: 3 clusters Score -1.162949e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -11630677.000000 Penalty: 5789.753906
	Iteration 32Q: 3 clusters Score -1.163068e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -11631798.000000 Penalty: 5789.753906
	Iteration 33Q: 3 clusters Score -1.16318e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
Score: -11632732.000000 Penalty: 5789.753906
	Iteration 34Q: 3 clusters Score -1.163273e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -11633345.000000 Penalty: 5789.753906
	Iteration 35Q: 3 clusters Score -1.163334e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -11633929.000000 Penalty: 5789.753906
	Iteration 36Q: 3 clusters Score -1.163393e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -11634390.000000 Penalty: 5789.753906
	Iteration 37Q: 3 clusters Score -1.163439e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -11634741.000000 Penalty: 5789.753906
	Iteration 38Q: 3 clusters Score -1.163474e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -11634989.000000 Penalty: 5789.753906
	Iteration 39Q: 3 clusters Score -1.163499e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -11635146.000000 Penalty: 5789.753906
	Iteration 40F: 3 clusters Score -1.163515e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -11635245.000000 Penalty: 5789.753906
	Iteration 41Q: 3 clusters Score -1.163524e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -11635309.000000 Penalty: 5789.753906
	Iteration 42Q: 3 clusters Score -1.163531e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 113554 members 
Entering Unmasked Estep 
Score: -11635376.000000 Penalty: 5789.753906
	Iteration 43Q: 3 clusters Score -1.163538e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -11635428.000000 Penalty: 5789.753906
	Iteration 44Q: 3 clusters Score -1.163543e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -11635494.000000 Penalty: 5789.753906
	Iteration 45Q: 3 clusters Score -1.163549e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -11635529.000000 Penalty: 5789.753906
	Iteration 46Q: 3 clusters Score -1.163553e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -11635563.000000 Penalty: 5789.753906
	Iteration 47Q: 3 clusters Score -1.163556e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 114401 members 
Entering Unmasked Estep 
Score: -11635592.000000 Penalty: 5789.753906
	Iteration 48Q: 3 clusters Score -1.163559e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -11635638.000000 Penalty: 5789.753906
	Iteration 49Q: 3 clusters Score -1.163564e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -11635663.000000 Penalty: 5789.753906
	Iteration 50Q: 3 clusters Score -1.163566e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 114611 members 
Entering Unmasked Estep 
Score: -11635673.000000 Penalty: 5789.753906
	Iteration 51Q: 3 clusters Score -1.163567e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -11635672.000000 Penalty: 5789.753906
	Iteration 52Q: 3 clusters Score -1.163567e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -11635697.000000 Penalty: 5789.753906
	Iteration 53Q: 3 clusters Score -1.16357e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 114801 members 
Entering Unmasked Estep 
Score: -11635734.000000 Penalty: 5789.753906
	Iteration 54Q: 3 clusters Score -1.163573e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -11635739.000000 Penalty: 5789.753906
	Iteration 55Q: 3 clusters Score -1.163574e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -11635747.000000 Penalty: 5789.753906
	Iteration 56Q: 3 clusters Score -1.163575e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -11635754.000000 Penalty: 5789.753906
	Iteration 57Q: 3 clusters Score -1.163575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 114945 members 
Entering Unmasked Estep 
Score: -11635769.000000 Penalty: 5789.753906
	Iteration 58Q: 3 clusters Score -1.163577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -11635787.000000 Penalty: 5789.753906
	Iteration 59Q: 3 clusters Score -1.163579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -11635779.000000 Penalty: 5789.753906
	Iteration 60F: 3 clusters Score -1.163578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -11635778.000000 Penalty: 5789.753906
	Iteration 61Q: 3 clusters Score -1.163578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -11635798.000000 Penalty: 5789.753906
	Iteration 62Q: 3 clusters Score -1.16358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -11635809.000000 Penalty: 5789.753906
	Iteration 63Q: 3 clusters Score -1.163581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -11635804.000000 Penalty: 5789.753906
	Iteration 64Q: 3 clusters Score -1.16358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -11635812.000000 Penalty: 5789.753906
	Iteration 65Q: 3 clusters Score -1.163581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -11635830.000000 Penalty: 5789.753906
	Iteration 66Q: 3 clusters Score -1.163583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -11635844.000000 Penalty: 5789.753906
	Iteration 67Q: 3 clusters Score -1.163584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -11635866.000000 Penalty: 5789.753906
	Iteration 68Q: 3 clusters Score -1.163587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -11635890.000000 Penalty: 5789.753906
	Iteration 69Q: 3 clusters Score -1.163589e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -11635893.000000 Penalty: 5789.753906
	Iteration 70Q: 3 clusters Score -1.163589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -11635893.000000 Penalty: 5789.753906
	Iteration 71Q: 3 clusters Score -1.163589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -11635900.000000 Penalty: 5789.753906
	Iteration 72Q: 3 clusters Score -1.16359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -11635910.000000 Penalty: 5789.753906
	Iteration 73Q: 3 clusters Score -1.163591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -11635907.000000 Penalty: 5789.753906
	Iteration 74Q: 3 clusters Score -1.163591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -11635904.000000 Penalty: 5789.753906
	Iteration 75Q: 3 clusters Score -1.16359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -11635907.000000 Penalty: 5789.753906
	Iteration 76Q: 3 clusters Score -1.163591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -11635911.000000 Penalty: 5789.753906
	Iteration 77Q: 3 clusters Score -1.163591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -11635924.000000 Penalty: 5789.753906
	Iteration 78Q: 3 clusters Score -1.163592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -11635914.000000 Penalty: 5789.753906
	Iteration 79Q: 3 clusters Score -1.163591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -11635922.000000 Penalty: 5789.753906
	Iteration 80F: 3 clusters Score -1.163592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -11635911.000000 Penalty: 5789.753906
	Iteration 81Q: 3 clusters Score -1.163591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 115361 members 
Entering Unmasked Estep 
Score: -11635927.000000 Penalty: 5789.753906
	Iteration 82Q: 3 clusters Score -1.163593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -11635932.000000 Penalty: 5789.753906
	Iteration 83Q: 3 clusters Score -1.163593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -11635940.000000 Penalty: 5789.753906
	Iteration 84Q: 3 clusters Score -1.163594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 115386 members 
Entering Unmasked Estep 
Score: -11635940.000000 Penalty: 5789.753906
	Iteration 85Q: 3 clusters Score -1.163594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 115390 members 
Entering Unmasked Estep 
Score: -11635930.000000 Penalty: 5789.753906
	Iteration 86Q: 3 clusters Score -1.163593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -11635936.000000 Penalty: 5789.753906
	Iteration 87Q: 3 clusters Score -1.163594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -11635940.000000 Penalty: 5789.753906
	Iteration 88Q: 3 clusters Score -1.163594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -11635942.000000 Penalty: 5789.753906
	Iteration 89Q: 3 clusters Score -1.163594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -11635939.000000 Penalty: 5789.753906
	Iteration 90Q: 3 clusters Score -1.163594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 115416 members 
Entering Unmasked Estep 
Score: -11635942.000000 Penalty: 5789.753906
	Iteration 91Q: 3 clusters Score -1.163594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 115423 members 
Entering Unmasked Estep 
Score: -11635940.000000 Penalty: 5789.753906
	Iteration 92Q: 3 clusters Score -1.163594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -11635947.000000 Penalty: 5789.753906
	Iteration 93Q: 3 clusters Score -1.163595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -11635941.000000 Penalty: 5789.753906
	Iteration 94Q: 3 clusters Score -1.163594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -11635935.000000 Penalty: 5789.753906
	Iteration 95Q: 3 clusters Score -1.163594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -11635940.000000 Penalty: 5789.753906
	Iteration 96Q: 3 clusters Score -1.163594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -11635940.000000 Penalty: 5789.753906
	Iteration 97Q: 3 clusters Score -1.163594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 115452 members 
Entering Unmasked Estep 
Score: -11635935.000000 Penalty: 5789.753906
	Iteration 98Q: 3 clusters Score -1.163594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 115454 members 
Entering Unmasked Estep 
Score: -11635948.000000 Penalty: 5789.753906
	Iteration 99Q: 3 clusters Score -1.163595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -11635947.000000 Penalty: 5789.753906
	Iteration 100F: 3 clusters Score -1.163595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 115465 members 
Entering Unmasked Estep 
Score: -11635944.000000 Penalty: 5789.753906
	Iteration 101Q: 3 clusters Score -1.163594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -11635939.000000 Penalty: 5789.753906
	Iteration 102Q: 3 clusters Score -1.163594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -11635935.000000 Penalty: 5789.753906
	Iteration 103Q: 3 clusters Score -1.163594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 115473 members 
Entering Unmasked Estep 
Score: -11635936.000000 Penalty: 5789.753906
	Iteration 104Q: 3 clusters Score -1.163594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -11635939.000000 Penalty: 5789.753906
	Iteration 105Q: 3 clusters Score -1.163594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -11635944.000000 Penalty: 5789.753906
	Iteration 106Q: 3 clusters Score -1.163594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -11635953.000000 Penalty: 5789.753906
	Iteration 107Q: 3 clusters Score -1.163595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 115484 members 
Entering Unmasked Estep 
Score: -11635945.000000 Penalty: 5789.753906
	Iteration 108Q: 3 clusters Score -1.163594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 115485 members 
Entering Unmasked Estep 
Score: -11635942.000000 Penalty: 5789.753906
	Iteration 109Q: 3 clusters Score -1.163594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -11635949.000000 Penalty: 5789.753906
	Iteration 110Q: 3 clusters Score -1.163595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -11635945.000000 Penalty: 5789.753906
	Iteration 111Q: 3 clusters Score -1.163594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -11635945.000000 Penalty: 5789.753906
	Iteration 112F: 3 clusters Score -1.163594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -82089.523438 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -82089.52 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 437 members 
Entering Unmasked Estep 
Score: -80255.992188 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -80255.99 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80543.539062 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -80543.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80629.398438 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -80629.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80675.835938 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -80675.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -80713.281250 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -80713.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80725.585938 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -80725.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80728.781250 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -80728.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80729.562500 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -80729.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80730.031250 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -80730.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80730.375000 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -80730.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80731.132812 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -80731.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80731.132812 Penalty: 3358.311768
	Iteration 11F: 3 clusters Score -80731.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37332.261719 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37332.26 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 199 members 
Entering Unmasked Estep 
Score: -35892.585938 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -35892.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36041.699219 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -36041.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36087.253906 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -36087.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36106.476562 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36106.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36107.691406 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36107.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36110.804688 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -36110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36115.710938 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -36115.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36115.710938 Penalty: 2988.829590
	Iteration 7F: 3 clusters Score -36115.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -38379.234375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -38379.23 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 207 members 
Entering Unmasked Estep 
Score: -36933.167969 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36933.17 nChanged 70
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: -37096.343750 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -37096.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37155.632812 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -37155.63 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: -37190.265625 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37190.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37200.507812 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37200.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37200.507812 Penalty: 2997.145996
	Iteration 5F: 3 clusters Score -37200.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -316511.125000 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -316511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -313015.968750 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -313016 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -313691.531250 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -313691.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -313896.968750 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -313897 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -314045.562500 Penalty: 4028.548828
	Iteration 3F: 3 clusters Score -314045.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -314138.875000 Penalty: 4028.548828
	Iteration 4Q: 3 clusters Score -314138.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -314210.375000 Penalty: 4028.548828
	Iteration 5Q: 3 clusters Score -314210.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314270.500000 Penalty: 4028.548828
	Iteration 6Q: 3 clusters Score -314270.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -314325.375000 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -314325.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -314376.062500 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -314376.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -314426.593750 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -314426.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -314473.812500 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -314473.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -314515.218750 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -314515.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -314553.937500 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -314553.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -314585.156250 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -314585.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -314614.968750 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -314615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -314640.812500 Penalty: 4028.548828
	Iteration 15Q: 3 clusters Score -314640.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -314661.281250 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -314661.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -314679.687500 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -314679.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -314700.093750 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -314700.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -314715.281250 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -314715.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -314724.500000 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -314724.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -314731.687500 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -314731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -314736.875000 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -314736.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -314744.687500 Penalty: 4028.548828
	Iteration 23Q: 3 clusters Score -314744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314752.625000 Penalty: 4028.548828
	Iteration 24Q: 3 clusters Score -314752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -314760.343750 Penalty: 4028.548828
	Iteration 25Q: 3 clusters Score -314760.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -314768.562500 Penalty: 4028.548828
	Iteration 26Q: 3 clusters Score -314768.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -314778.343750 Penalty: 4028.548828
	Iteration 27Q: 3 clusters Score -314778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -314786.656250 Penalty: 4028.548828
	Iteration 28Q: 3 clusters Score -314786.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -314792.562500 Penalty: 4028.548828
	Iteration 29Q: 3 clusters Score -314792.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -314796.968750 Penalty: 4028.548828
	Iteration 30Q: 3 clusters Score -314797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -314800.843750 Penalty: 4028.548828
	Iteration 31Q: 3 clusters Score -314800.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -314813.468750 Penalty: 4028.548828
	Iteration 32Q: 3 clusters Score -314813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -314821.812500 Penalty: 4028.548828
	Iteration 33Q: 3 clusters Score -314821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314825.625000 Penalty: 4028.548828
	Iteration 34Q: 3 clusters Score -314825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314827.468750 Penalty: 4028.548828
	Iteration 35Q: 3 clusters Score -314827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -314829.687500 Penalty: 4028.548828
	Iteration 36Q: 3 clusters Score -314829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -314833.125000 Penalty: 4028.548828
	Iteration 37Q: 3 clusters Score -314833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314834.250000 Penalty: 4028.548828
	Iteration 38Q: 3 clusters Score -314834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314835.031250 Penalty: 4028.548828
	Iteration 39Q: 3 clusters Score -314835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314835.031250 Penalty: 4028.548828
	Iteration 40F: 3 clusters Score -314835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -75195.531250 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -75195.53 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 404 members 
Entering Unmasked Estep 
Score: -73377.929688 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -73377.93 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73623.406250 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -73623.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73697.046875 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -73697.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73743.289062 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -73743.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73761.093750 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -73761.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73775.281250 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -73775.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73792.421875 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -73792.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73803.679688 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -73803.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73807.937500 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -73807.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73809.203125 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -73809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73809.750000 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -73809.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73814.750000 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -73814.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73816.687500 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -73816.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73818.171875 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -73818.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73819.859375 Penalty: 3316.187012
	Iteration 14Q: 3 clusters Score -73819.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73819.859375 Penalty: 3316.187012
	Iteration 15F: 3 clusters Score -73819.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47115 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29097 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 74897 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33502 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 89048 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 399Q: 60 clusters Score -8.413985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47139 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55855 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 74898 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33503 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 89024 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 400F: 60 clusters Score -8.413985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47162 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29095 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55855 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 74899 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32622 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33504 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88998 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139808.000000 Penalty: 200791.921875
Iteration 401Q: 60 clusters Score -8.413981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47178 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29094 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55853 members 
Mstep: Class 22 contains 99669 members 
Mstep: Class 23 contains 74899 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33503 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88974 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117348 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 402Q: 60 clusters Score -8.413985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47198 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29093 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55851 members 
Mstep: Class 22 contains 99674 members 
Mstep: Class 23 contains 74901 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32621 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33505 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9069 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88948 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117348 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139840.000000 Penalty: 200791.921875
Iteration 403Q: 60 clusters Score -8.413984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47225 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29090 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55848 members 
Mstep: Class 22 contains 99675 members 
Mstep: Class 23 contains 74902 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32620 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33509 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9070 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88923 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117347 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139760.000000 Penalty: 200791.921875
Iteration 404Q: 60 clusters Score -8.413976e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47247 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29087 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55849 members 
Mstep: Class 22 contains 99675 members 
Mstep: Class 23 contains 74904 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88901 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139800.000000 Penalty: 200791.921875
Iteration 405Q: 60 clusters Score -8.41398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47266 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29087 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55850 members 
Mstep: Class 22 contains 99688 members 
Mstep: Class 23 contains 74905 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33511 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88864 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117348 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 406Q: 60 clusters Score -8.413978e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47296 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29087 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55851 members 
Mstep: Class 22 contains 99691 members 
Mstep: Class 23 contains 74903 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88838 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117346 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139792.000000 Penalty: 200791.921875
Iteration 407Q: 60 clusters Score -8.413979e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47322 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29086 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55854 members 
Mstep: Class 22 contains 99698 members 
Mstep: Class 23 contains 74907 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88799 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117346 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 408Q: 60 clusters Score -8.413985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9477 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47347 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29087 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55855 members 
Mstep: Class 22 contains 99700 members 
Mstep: Class 23 contains 74913 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88766 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14722 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139832.000000 Penalty: 200791.921875
Iteration 409Q: 60 clusters Score -8.413983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47376 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29088 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55850 members 
Mstep: Class 22 contains 99710 members 
Mstep: Class 23 contains 74922 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33509 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88725 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14723 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 410Q: 60 clusters Score -8.413985e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47411 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29087 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55849 members 
Mstep: Class 22 contains 99717 members 
Mstep: Class 23 contains 74930 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33509 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9073 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88678 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14725 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117342 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139808.000000 Penalty: 200791.921875
Iteration 411Q: 60 clusters Score -8.413981e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47437 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29086 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55851 members 
Mstep: Class 22 contains 99731 members 
Mstep: Class 23 contains 74929 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33509 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88641 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14726 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117339 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139864.000000 Penalty: 200791.921875
Iteration 412Q: 60 clusters Score -8.413986e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47461 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29086 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55853 members 
Mstep: Class 22 contains 99732 members 
Mstep: Class 23 contains 74932 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33509 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88615 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14726 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117336 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 413Q: 60 clusters Score -8.413985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47478 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29086 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55853 members 
Mstep: Class 22 contains 99733 members 
Mstep: Class 23 contains 74933 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9072 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88594 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14726 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139872.000000 Penalty: 200791.921875
Iteration 414Q: 60 clusters Score -8.413987e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47509 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29083 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55852 members 
Mstep: Class 22 contains 99737 members 
Mstep: Class 23 contains 74935 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9074 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88562 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14726 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117336 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139928.000000 Penalty: 200791.921875
Iteration 415Q: 60 clusters Score -8.413993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47531 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29081 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55852 members 
Mstep: Class 22 contains 99743 members 
Mstep: Class 23 contains 74940 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9075 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88529 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13403 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14725 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139944.000000 Penalty: 200791.921875
Iteration 416Q: 60 clusters Score -8.413994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47542 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29080 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55854 members 
Mstep: Class 22 contains 99750 members 
Mstep: Class 23 contains 74943 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33509 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9075 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88505 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13404 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14725 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117340 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139936.000000 Penalty: 200791.921875
Iteration 417Q: 60 clusters Score -8.413994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47565 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29077 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55853 members 
Mstep: Class 22 contains 99756 members 
Mstep: Class 23 contains 74944 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9653 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9074 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88477 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13406 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14725 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117341 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139888.000000 Penalty: 200791.921875
Iteration 418Q: 60 clusters Score -8.413989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47583 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29071 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55850 members 
Mstep: Class 22 contains 99769 members 
Mstep: Class 23 contains 74945 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9654 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33511 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9075 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88452 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13407 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14724 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117341 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139928.000000 Penalty: 200791.921875
Iteration 419Q: 60 clusters Score -8.413993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47601 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29067 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55849 members 
Mstep: Class 22 contains 99776 members 
Mstep: Class 23 contains 74945 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9658 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33511 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88423 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14724 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117342 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139912.000000 Penalty: 200791.921875
Iteration 420F: 60 clusters Score -8.413991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47616 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29065 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55851 members 
Mstep: Class 22 contains 99782 members 
Mstep: Class 23 contains 74944 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9659 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33513 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88401 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14724 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117341 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139872.000000 Penalty: 200791.921875
Iteration 421Q: 60 clusters Score -8.413987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29062 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55853 members 
Mstep: Class 22 contains 99783 members 
Mstep: Class 23 contains 74944 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9661 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33515 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9078 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88384 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5643 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14725 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117339 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139912.000000 Penalty: 200791.921875
Iteration 422Q: 60 clusters Score -8.413991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 47645 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29059 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55853 members 
Mstep: Class 22 contains 99783 members 
Mstep: Class 23 contains 74945 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20432 members 
Mstep: Class 27 contains 9662 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33519 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9078 members 
Mstep: Class 38 contains 36657 members 
Mstep: Class 39 contains 88364 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2184 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14727 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139920.000000 Penalty: 200791.921875
Iteration 423Q: 60 clusters Score -8.413992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47662 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29055 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55854 members 
Mstep: Class 22 contains 99784 members 
Mstep: Class 23 contains 74943 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33520 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88345 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14729 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117340 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 424Q: 60 clusters Score -8.413985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47682 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29054 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55854 members 
Mstep: Class 22 contains 99789 members 
Mstep: Class 23 contains 74942 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33520 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88325 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14729 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 425Q: 60 clusters Score -8.413982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47705 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29051 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99796 members 
Mstep: Class 23 contains 74946 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88289 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14729 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139864.000000 Penalty: 200791.921875
Iteration 426Q: 60 clusters Score -8.413986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47718 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29051 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55858 members 
Mstep: Class 22 contains 99804 members 
Mstep: Class 23 contains 74951 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33521 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88260 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14730 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117339 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 427Q: 60 clusters Score -8.413982e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47740 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55857 members 
Mstep: Class 22 contains 99807 members 
Mstep: Class 23 contains 74954 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33521 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88232 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14731 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117339 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139840.000000 Penalty: 200791.921875
Iteration 428Q: 60 clusters Score -8.413984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47762 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55856 members 
Mstep: Class 22 contains 99807 members 
Mstep: Class 23 contains 74962 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33521 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9078 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88206 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14731 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 429Q: 60 clusters Score -8.413982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47779 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55857 members 
Mstep: Class 22 contains 99808 members 
Mstep: Class 23 contains 74967 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33520 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9079 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88185 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14731 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117336 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139808.000000 Penalty: 200791.921875
Iteration 430Q: 60 clusters Score -8.413981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9476 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47800 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55858 members 
Mstep: Class 22 contains 99809 members 
Mstep: Class 23 contains 74970 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33518 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9079 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88165 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14731 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117332 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139760.000000 Penalty: 200791.921875
Iteration 431Q: 60 clusters Score -8.413976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9475 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47814 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29048 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55858 members 
Mstep: Class 22 contains 99810 members 
Mstep: Class 23 contains 74970 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33518 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9079 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88148 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14733 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117333 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139760.000000 Penalty: 200791.921875
Iteration 432Q: 60 clusters Score -8.413976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47827 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29047 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55859 members 
Mstep: Class 22 contains 99811 members 
Mstep: Class 23 contains 74973 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33518 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9080 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88130 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14733 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117333 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139776.000000 Penalty: 200791.921875
Iteration 433Q: 60 clusters Score -8.413978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9472 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47842 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29045 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55861 members 
Mstep: Class 22 contains 99817 members 
Mstep: Class 23 contains 74974 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20433 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33518 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9082 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88105 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117333 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139744.000000 Penalty: 200791.921875
Iteration 434Q: 60 clusters Score -8.413974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47862 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29045 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55864 members 
Mstep: Class 22 contains 99823 members 
Mstep: Class 23 contains 74976 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32608 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33517 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9082 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88078 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117328 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139768.000000 Penalty: 200791.921875
Iteration 435Q: 60 clusters Score -8.413977e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47882 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29044 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55868 members 
Mstep: Class 22 contains 99829 members 
Mstep: Class 23 contains 74974 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33517 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88049 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2852 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117325 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139776.000000 Penalty: 200791.921875
Iteration 436Q: 60 clusters Score -8.413978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47906 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29044 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99833 members 
Mstep: Class 23 contains 74974 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33518 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 88017 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10818 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117323 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139816.000000 Penalty: 200791.921875
Iteration 437Q: 60 clusters Score -8.413982e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47922 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29042 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55873 members 
Mstep: Class 22 contains 99842 members 
Mstep: Class 23 contains 74980 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33520 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87981 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117325 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139864.000000 Penalty: 200791.921875
Iteration 438Q: 60 clusters Score -8.413986e+07 nChanged 45
Entering ConstructFrom: 
Score: -84139864.000000 Penalty: 200791.921875
Entering ConstructFrom: 
Trying to split cluster 1 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -29651.763672 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -29651.76 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 204 members 
Entering Unmasked Estep 
Score: -28390.636719 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -28390.64 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28648.296875 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -28648.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28816.558594 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -28816.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29053.677734 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -29053.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29370.423828 Penalty: 2960.479004
	Iteration 4F: 3 clusters Score -29370.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29462.316406 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -29462.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29563.685547 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -29563.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29621.162109 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -29621.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29701.544922 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -29701.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29707.330078 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -29707.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29707.330078 Penalty: 2960.479004
	Iteration 10F: 3 clusters Score -29707.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47941 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99852 members 
Mstep: Class 23 contains 74979 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87954 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 303 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117324 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84138032.000000 Penalty: 204195.187500
Splitting cluster 1 changes total score from -84139864.000000 to -84138032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -339565.531250 Penalty: 2061.348633
	Iteration 0F: 2 clusters Score -339565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -335668.406250 Penalty: 4122.697266
	Iteration 0F: 3 clusters Score -335668.4 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -336541.468750 Penalty: 4122.697266
	Iteration 1F: 3 clusters Score -336541.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -336759.187500 Penalty: 4122.697266
	Iteration 2F: 3 clusters Score -336759.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -336999.343750 Penalty: 4122.697266
	Iteration 3F: 3 clusters Score -336999.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -337322.781250 Penalty: 4122.697266
	Iteration 4F: 3 clusters Score -337322.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -337609.343750 Penalty: 4122.697266
	Iteration 5F: 3 clusters Score -337609.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -337913.343750 Penalty: 4122.697266
	Iteration 6F: 3 clusters Score -337913.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -338211.031250 Penalty: 4122.697266
	Iteration 7F: 3 clusters Score -338211 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -338443.437500 Penalty: 4122.697266
	Iteration 8F: 3 clusters Score -338443.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -338641.437500 Penalty: 4122.697266
	Iteration 9Q: 3 clusters Score -338641.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -338772.937500 Penalty: 4122.697266
	Iteration 10Q: 3 clusters Score -338772.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -338867.968750 Penalty: 4122.697266
	Iteration 11Q: 3 clusters Score -338868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -338934.406250 Penalty: 4122.697266
	Iteration 12Q: 3 clusters Score -338934.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -338999.156250 Penalty: 4122.697266
	Iteration 13Q: 3 clusters Score -338999.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -339065.031250 Penalty: 4122.697266
	Iteration 14Q: 3 clusters Score -339065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -339125.875000 Penalty: 4122.697266
	Iteration 15Q: 3 clusters Score -339125.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -339184.187500 Penalty: 4122.697266
	Iteration 16Q: 3 clusters Score -339184.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -339245.687500 Penalty: 4122.697266
	Iteration 17Q: 3 clusters Score -339245.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -339298.906250 Penalty: 4122.697266
	Iteration 18Q: 3 clusters Score -339298.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -339364.625000 Penalty: 4122.697266
	Iteration 19Q: 3 clusters Score -339364.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -339436.875000 Penalty: 4122.697266
	Iteration 20F: 3 clusters Score -339436.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -339532.937500 Penalty: 4122.697266
	Iteration 21Q: 3 clusters Score -339532.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -339619.468750 Penalty: 4122.697266
	Iteration 22Q: 3 clusters Score -339619.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -339694.875000 Penalty: 4122.697266
	Iteration 23Q: 3 clusters Score -339694.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -339743.468750 Penalty: 4122.697266
	Iteration 24Q: 3 clusters Score -339743.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -339792.093750 Penalty: 4122.697266
	Iteration 25Q: 3 clusters Score -339792.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -339830.750000 Penalty: 4122.697266
	Iteration 26Q: 3 clusters Score -339830.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -339860.656250 Penalty: 4122.697266
	Iteration 27Q: 3 clusters Score -339860.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -339878.968750 Penalty: 4122.697266
	Iteration 28Q: 3 clusters Score -339879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -339893.718750 Penalty: 4122.697266
	Iteration 29Q: 3 clusters Score -339893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -339906.562500 Penalty: 4122.697266
	Iteration 30Q: 3 clusters Score -339906.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -339920.531250 Penalty: 4122.697266
	Iteration 31Q: 3 clusters Score -339920.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -339937.312500 Penalty: 4122.697266
	Iteration 32Q: 3 clusters Score -339937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -339948.625000 Penalty: 4122.697266
	Iteration 33Q: 3 clusters Score -339948.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -339969.312500 Penalty: 4122.697266
	Iteration 34Q: 3 clusters Score -339969.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -339981.812500 Penalty: 4122.697266
	Iteration 35Q: 3 clusters Score -339981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -339991.187500 Penalty: 4122.697266
	Iteration 36Q: 3 clusters Score -339991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -339998.250000 Penalty: 4122.697266
	Iteration 37Q: 3 clusters Score -339998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -340006.062500 Penalty: 4122.697266
	Iteration 38Q: 3 clusters Score -340006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -340018.937500 Penalty: 4122.697266
	Iteration 39Q: 3 clusters Score -340018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -340034.312500 Penalty: 4122.697266
	Iteration 40F: 3 clusters Score -340034.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -340065.593750 Penalty: 4122.697266
	Iteration 41Q: 3 clusters Score -340065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -340078.937500 Penalty: 4122.697266
	Iteration 42Q: 3 clusters Score -340078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -340101.343750 Penalty: 4122.697266
	Iteration 43Q: 3 clusters Score -340101.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -340142.250000 Penalty: 4122.697266
	Iteration 44Q: 3 clusters Score -340142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -340161.812500 Penalty: 4122.697266
	Iteration 45Q: 3 clusters Score -340161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -340168.468750 Penalty: 4122.697266
	Iteration 46Q: 3 clusters Score -340168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -340170.312500 Penalty: 4122.697266
	Iteration 47Q: 3 clusters Score -340170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -340176.000000 Penalty: 4122.697266
	Iteration 48Q: 3 clusters Score -340176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -340177.125000 Penalty: 4122.697266
	Iteration 49Q: 3 clusters Score -340177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -340179.781250 Penalty: 4122.697266
	Iteration 50Q: 3 clusters Score -340179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -340179.781250 Penalty: 4122.697266
	Iteration 51F: 3 clusters Score -340179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47941 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99852 members 
Mstep: Class 23 contains 74979 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87954 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 570 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117324 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139152.000000 Penalty: 204195.187500
Splitting cluster 2 changes total score from -84139864.000000 to -84139152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -935291.937500 Penalty: 2270.738037
	Iteration 0F: 2 clusters Score -935291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -927889.625000 Penalty: 4541.476074
	Iteration 0F: 3 clusters Score -927889.6 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -929967.750000 Penalty: 4541.476074
	Iteration 1F: 3 clusters Score -929967.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -930350.125000 Penalty: 4541.476074
	Iteration 2F: 3 clusters Score -930350.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -930684.875000 Penalty: 4541.476074
	Iteration 3F: 3 clusters Score -930684.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -931045.750000 Penalty: 4541.476074
	Iteration 4F: 3 clusters Score -931045.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -931403.812500 Penalty: 4541.476074
	Iteration 5F: 3 clusters Score -931403.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -931798.562500 Penalty: 4541.476074
	Iteration 6F: 3 clusters Score -931798.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -932212.875000 Penalty: 4541.476074
	Iteration 7F: 3 clusters Score -932212.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -932602.625000 Penalty: 4541.476074
	Iteration 8F: 3 clusters Score -932602.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -932979.250000 Penalty: 4541.476074
	Iteration 9Q: 3 clusters Score -932979.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -933304.312500 Penalty: 4541.476074
	Iteration 10Q: 3 clusters Score -933304.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -933650.937500 Penalty: 4541.476074
	Iteration 11Q: 3 clusters Score -933650.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -933956.437500 Penalty: 4541.476074
	Iteration 12Q: 3 clusters Score -933956.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -934149.500000 Penalty: 4541.476074
	Iteration 13Q: 3 clusters Score -934149.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -934240.312500 Penalty: 4541.476074
	Iteration 14Q: 3 clusters Score -934240.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -934285.875000 Penalty: 4541.476074
	Iteration 15Q: 3 clusters Score -934285.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -934310.750000 Penalty: 4541.476074
	Iteration 16Q: 3 clusters Score -934310.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -934327.250000 Penalty: 4541.476074
	Iteration 17Q: 3 clusters Score -934327.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -934333.937500 Penalty: 4541.476074
	Iteration 18Q: 3 clusters Score -934333.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -934344.437500 Penalty: 4541.476074
	Iteration 19Q: 3 clusters Score -934344.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -934353.625000 Penalty: 4541.476074
	Iteration 20F: 3 clusters Score -934353.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -934357.937500 Penalty: 4541.476074
	Iteration 21Q: 3 clusters Score -934357.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -934362.187500 Penalty: 4541.476074
	Iteration 22Q: 3 clusters Score -934362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -934366.187500 Penalty: 4541.476074
	Iteration 23Q: 3 clusters Score -934366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -934369.437500 Penalty: 4541.476074
	Iteration 24Q: 3 clusters Score -934369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -934375.687500 Penalty: 4541.476074
	Iteration 25Q: 3 clusters Score -934375.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -934381.437500 Penalty: 4541.476074
	Iteration 26Q: 3 clusters Score -934381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -934386.187500 Penalty: 4541.476074
	Iteration 27Q: 3 clusters Score -934386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -934388.687500 Penalty: 4541.476074
	Iteration 28Q: 3 clusters Score -934388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -934390.625000 Penalty: 4541.476074
	Iteration 29Q: 3 clusters Score -934390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -934390.750000 Penalty: 4541.476074
	Iteration 30Q: 3 clusters Score -934390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -934393.500000 Penalty: 4541.476074
	Iteration 31Q: 3 clusters Score -934393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -934393.625000 Penalty: 4541.476074
	Iteration 32Q: 3 clusters Score -934393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -934394.750000 Penalty: 4541.476074
	Iteration 33Q: 3 clusters Score -934394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -934396.062500 Penalty: 4541.476074
	Iteration 34Q: 3 clusters Score -934396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -934395.875000 Penalty: 4541.476074
	Iteration 35Q: 3 clusters Score -934395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -934395.875000 Penalty: 4541.476074
	Iteration 36F: 3 clusters Score -934395.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -1162176.500000 Penalty: 2322.485840
	Iteration 0F: 2 clusters Score -1162176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1153523.375000 Penalty: 4644.971680
	Iteration 0F: 3 clusters Score -1153523 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1156170.625000 Penalty: 4644.971680
	Iteration 1F: 3 clusters Score -1156171 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1156460.000000 Penalty: 4644.971680
	Iteration 2F: 3 clusters Score -1156460 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1156670.250000 Penalty: 4644.971680
	Iteration 3Q: 3 clusters Score -1156670 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1156838.875000 Penalty: 4644.971680
	Iteration 4Q: 3 clusters Score -1156839 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1156975.000000 Penalty: 4644.971680
	Iteration 5Q: 3 clusters Score -1156975 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1157120.125000 Penalty: 4644.971680
	Iteration 6Q: 3 clusters Score -1157120 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1157289.125000 Penalty: 4644.971680
	Iteration 7Q: 3 clusters Score -1157289 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1157528.125000 Penalty: 4644.971680
	Iteration 8Q: 3 clusters Score -1157528 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1157852.500000 Penalty: 4644.971680
	Iteration 9Q: 3 clusters Score -1157852 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1158328.125000 Penalty: 4644.971680
	Iteration 10F: 3 clusters Score -1158328 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1158878.750000 Penalty: 4644.971680
	Iteration 11F: 3 clusters Score -1158879 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1159410.500000 Penalty: 4644.971680
	Iteration 12F: 3 clusters Score -1159410 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1159795.375000 Penalty: 4644.971680
	Iteration 13Q: 3 clusters Score -1159795 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1160025.250000 Penalty: 4644.971680
	Iteration 14Q: 3 clusters Score -1160025 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1160147.125000 Penalty: 4644.971680
	Iteration 15Q: 3 clusters Score -1160147 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1160221.750000 Penalty: 4644.971680
	Iteration 16Q: 3 clusters Score -1160222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1160278.750000 Penalty: 4644.971680
	Iteration 17Q: 3 clusters Score -1160279 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1160328.125000 Penalty: 4644.971680
	Iteration 18Q: 3 clusters Score -1160328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1160354.750000 Penalty: 4644.971680
	Iteration 19Q: 3 clusters Score -1160355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1160367.500000 Penalty: 4644.971680
	Iteration 20F: 3 clusters Score -1160368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1160375.875000 Penalty: 4644.971680
	Iteration 21Q: 3 clusters Score -1160376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1160384.750000 Penalty: 4644.971680
	Iteration 22Q: 3 clusters Score -1160385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1160392.250000 Penalty: 4644.971680
	Iteration 23Q: 3 clusters Score -1160392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1160396.875000 Penalty: 4644.971680
	Iteration 24Q: 3 clusters Score -1160397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1160401.000000 Penalty: 4644.971680
	Iteration 25Q: 3 clusters Score -1160401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1160402.000000 Penalty: 4644.971680
	Iteration 26Q: 3 clusters Score -1160402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1160402.750000 Penalty: 4644.971680
	Iteration 27Q: 3 clusters Score -1160403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1160404.875000 Penalty: 4644.971680
	Iteration 28Q: 3 clusters Score -1160405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1160404.625000 Penalty: 4644.971680
	Iteration 29Q: 3 clusters Score -1160405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1160408.250000 Penalty: 4644.971680
	Iteration 30Q: 3 clusters Score -1160408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1160407.000000 Penalty: 4644.971680
	Iteration 31Q: 3 clusters Score -1160407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1160408.500000 Penalty: 4644.971680
	Iteration 32Q: 3 clusters Score -1160408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1160410.375000 Penalty: 4644.971680
	Iteration 33Q: 3 clusters Score -1160410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1160415.250000 Penalty: 4644.971680
	Iteration 34Q: 3 clusters Score -1160415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1160412.000000 Penalty: 4644.971680
	Iteration 35Q: 3 clusters Score -1160412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1160416.375000 Penalty: 4644.971680
	Iteration 36Q: 3 clusters Score -1160416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1160416.375000 Penalty: 4644.971680
	Iteration 37F: 3 clusters Score -1160416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -265578.968750 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -265579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -262241.156250 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -262241.2 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -263051.875000 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -263051.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -263326.250000 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -263326.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -263520.093750 Penalty: 3995.673340
	Iteration 3F: 3 clusters Score -263520.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -263701.468750 Penalty: 3995.673340
	Iteration 4F: 3 clusters Score -263701.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -263899.375000 Penalty: 3995.673340
	Iteration 5F: 3 clusters Score -263899.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -264085.281250 Penalty: 3995.673340
	Iteration 6Q: 3 clusters Score -264085.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -264221.187500 Penalty: 3995.673340
	Iteration 7Q: 3 clusters Score -264221.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -264327.312500 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -264327.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -264432.562500 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -264432.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -264492.125000 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -264492.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -264547.343750 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -264547.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -264610.468750 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -264610.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264671.031250 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -264671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -264725.625000 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -264725.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264772.437500 Penalty: 3995.673340
	Iteration 15Q: 3 clusters Score -264772.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -264797.625000 Penalty: 3995.673340
	Iteration 16Q: 3 clusters Score -264797.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -264823.593750 Penalty: 3995.673340
	Iteration 17Q: 3 clusters Score -264823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -264855.031250 Penalty: 3995.673340
	Iteration 18Q: 3 clusters Score -264855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -264885.500000 Penalty: 3995.673340
	Iteration 19Q: 3 clusters Score -264885.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -264912.562500 Penalty: 3995.673340
	Iteration 20F: 3 clusters Score -264912.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -264942.468750 Penalty: 3995.673340
	Iteration 21Q: 3 clusters Score -264942.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -264969.250000 Penalty: 3995.673340
	Iteration 22Q: 3 clusters Score -264969.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -264986.062500 Penalty: 3995.673340
	Iteration 23Q: 3 clusters Score -264986.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -264998.437500 Penalty: 3995.673340
	Iteration 24Q: 3 clusters Score -264998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -265006.812500 Penalty: 3995.673340
	Iteration 25Q: 3 clusters Score -265006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -265013.312500 Penalty: 3995.673340
	Iteration 26Q: 3 clusters Score -265013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -265015.843750 Penalty: 3995.673340
	Iteration 27Q: 3 clusters Score -265015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -265016.500000 Penalty: 3995.673340
	Iteration 28Q: 3 clusters Score -265016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -265017.250000 Penalty: 3995.673340
	Iteration 29Q: 3 clusters Score -265017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -265017.250000 Penalty: 3995.673340
	Iteration 30F: 3 clusters Score -265017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Entering Unmasked Estep 
Score: -4778053.500000 Penalty: 2672.875977
	Iteration 0F: 2 clusters Score -4778054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4745876.500000 Penalty: 5345.751953
	Iteration 0F: 3 clusters Score -4745876 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -4758027.500000 Penalty: 5345.751953
	Iteration 1F: 3 clusters Score -4758028 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -4758486.000000 Penalty: 5345.751953
	Iteration 2Q: 3 clusters Score -4758486 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4758942.000000 Penalty: 5345.751953
	Iteration 3Q: 3 clusters Score -4758942 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4759353.500000 Penalty: 5345.751953
	Iteration 4Q: 3 clusters Score -4759354 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -4759823.000000 Penalty: 5345.751953
	Iteration 5Q: 3 clusters Score -4759823 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4760448.500000 Penalty: 5345.751953
	Iteration 6Q: 3 clusters Score -4760448 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4761402.500000 Penalty: 5345.751953
	Iteration 7Q: 3 clusters Score -4761402 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4762822.500000 Penalty: 5345.751953
	Iteration 8Q: 3 clusters Score -4762822 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4764867.000000 Penalty: 5345.751953
	Iteration 9F: 3 clusters Score -4764867 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4767318.500000 Penalty: 5345.751953
	Iteration 10F: 3 clusters Score -4767318 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4769883.500000 Penalty: 5345.751953
	Iteration 11F: 3 clusters Score -4769884 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -4771967.000000 Penalty: 5345.751953
	Iteration 12F: 3 clusters Score -4771967 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -4773468.500000 Penalty: 5345.751953
	Iteration 13Q: 3 clusters Score -4773468 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -4774374.000000 Penalty: 5345.751953
	Iteration 14Q: 3 clusters Score -4774374 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -4775001.500000 Penalty: 5345.751953
	Iteration 15Q: 3 clusters Score -4775002 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -4775320.500000 Penalty: 5345.751953
	Iteration 16Q: 3 clusters Score -4775320 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -4775531.500000 Penalty: 5345.751953
	Iteration 17Q: 3 clusters Score -4775532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -4775679.000000 Penalty: 5345.751953
	Iteration 18Q: 3 clusters Score -4775679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -4775753.500000 Penalty: 5345.751953
	Iteration 19Q: 3 clusters Score -4775754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -4775813.000000 Penalty: 5345.751953
	Iteration 20F: 3 clusters Score -4775813 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -4775839.000000 Penalty: 5345.751953
	Iteration 21Q: 3 clusters Score -4775839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -4775873.500000 Penalty: 5345.751953
	Iteration 22Q: 3 clusters Score -4775874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -4775886.500000 Penalty: 5345.751953
	Iteration 23Q: 3 clusters Score -4775886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -4775930.500000 Penalty: 5345.751953
	Iteration 24Q: 3 clusters Score -4775930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -4775944.500000 Penalty: 5345.751953
	Iteration 25Q: 3 clusters Score -4775944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -4775961.000000 Penalty: 5345.751953
	Iteration 26Q: 3 clusters Score -4775961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -4775964.500000 Penalty: 5345.751953
	Iteration 27Q: 3 clusters Score -4775964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -4775971.500000 Penalty: 5345.751953
	Iteration 28Q: 3 clusters Score -4775972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -4775981.000000 Penalty: 5345.751953
	Iteration 29Q: 3 clusters Score -4775981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -4775985.500000 Penalty: 5345.751953
	Iteration 30Q: 3 clusters Score -4775986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -4775997.000000 Penalty: 5345.751953
	Iteration 31Q: 3 clusters Score -4775997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -4775990.500000 Penalty: 5345.751953
	Iteration 32Q: 3 clusters Score -4775990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -4775996.500000 Penalty: 5345.751953
	Iteration 33Q: 3 clusters Score -4775996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -4775996.500000 Penalty: 5345.751953
	Iteration 34Q: 3 clusters Score -4775996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -4776002.000000 Penalty: 5345.751953
	Iteration 35Q: 3 clusters Score -4776002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -4776008.500000 Penalty: 5345.751953
	Iteration 36Q: 3 clusters Score -4776008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -4776009.500000 Penalty: 5345.751953
	Iteration 37Q: 3 clusters Score -4776010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -4776008.500000 Penalty: 5345.751953
	Iteration 38Q: 3 clusters Score -4776008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -4776014.500000 Penalty: 5345.751953
	Iteration 39Q: 3 clusters Score -4776014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -4776014.500000 Penalty: 5345.751953
	Iteration 40F: 3 clusters Score -4776014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -4776020.000000 Penalty: 5345.751953
	Iteration 41Q: 3 clusters Score -4776020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -4776021.500000 Penalty: 5345.751953
	Iteration 42Q: 3 clusters Score -4776022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -4776027.500000 Penalty: 5345.751953
	Iteration 43Q: 3 clusters Score -4776028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -4776030.500000 Penalty: 5345.751953
	Iteration 44Q: 3 clusters Score -4776030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -4776030.000000 Penalty: 5345.751953
	Iteration 45Q: 3 clusters Score -4776030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -4776035.000000 Penalty: 5345.751953
	Iteration 46Q: 3 clusters Score -4776035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -4776042.500000 Penalty: 5345.751953
	Iteration 47Q: 3 clusters Score -4776042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -4776043.000000 Penalty: 5345.751953
	Iteration 48Q: 3 clusters Score -4776043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -4776045.500000 Penalty: 5345.751953
	Iteration 49Q: 3 clusters Score -4776046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -4776042.500000 Penalty: 5345.751953
	Iteration 50Q: 3 clusters Score -4776042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -4776044.500000 Penalty: 5345.751953
	Iteration 51Q: 3 clusters Score -4776044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -4776044.500000 Penalty: 5345.751953
	Iteration 52F: 3 clusters Score -4776044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -230862.703125 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -230862.7 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 1213 members 
Entering Unmasked Estep 
Score: -228010.890625 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -228010.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -228559.531250 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -228559.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -228685.421875 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -228685.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -228760.234375 Penalty: 3870.908691
	Iteration 3Q: 3 clusters Score -228760.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228835.312500 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -228835.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -228887.375000 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -228887.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -228936.546875 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -228936.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -228977.531250 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -228977.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -229014.359375 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -229014.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229051.562500 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -229051.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -229090.031250 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -229090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -229129.343750 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -229129.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -229169.046875 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -229169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -229199.031250 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -229199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229228.109375 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -229228.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -229260.062500 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -229260.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -229291.140625 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -229291.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -229313.156250 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -229313.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -229333.593750 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -229333.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229363.828125 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -229363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229397.046875 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -229397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -229435.281250 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -229435.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229462.703125 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -229462.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -229501.375000 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -229501.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -229537.328125 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -229537.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -229561.375000 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -229561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -229583.343750 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -229583.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -229593.718750 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -229593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -229604.109375 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -229604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -229613.375000 Penalty: 3870.908691
	Iteration 29Q: 3 clusters Score -229613.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -229620.328125 Penalty: 3870.908691
	Iteration 30Q: 3 clusters Score -229620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -229626.484375 Penalty: 3870.908691
	Iteration 31Q: 3 clusters Score -229626.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -229635.031250 Penalty: 3870.908691
	Iteration 32Q: 3 clusters Score -229635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -229636.734375 Penalty: 3870.908691
	Iteration 33Q: 3 clusters Score -229636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -229636.968750 Penalty: 3870.908691
	Iteration 34Q: 3 clusters Score -229637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -229637.406250 Penalty: 3870.908691
	Iteration 35Q: 3 clusters Score -229637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -229637.484375 Penalty: 3870.908691
	Iteration 36Q: 3 clusters Score -229637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -229637.484375 Penalty: 3870.908691
	Iteration 37F: 3 clusters Score -229637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -49047.101562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -49047.1 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 280 members 
Entering Unmasked Estep 
Score: -47498.222656 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -47498.22 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47669.972656 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -47669.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47725.417969 Penalty: 3131.519775
	Iteration 2Q: 3 clusters Score -47725.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47760.714844 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -47760.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47774.199219 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -47774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47777.695312 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -47777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47779.488281 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -47779.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47781.125000 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -47781.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47781.125000 Penalty: 3131.519775
	Iteration 8F: 3 clusters Score -47781.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -347940.812500 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -347940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -344150.968750 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -344151 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -345069.656250 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -345069.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -345401.406250 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -345401.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -345698.187500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -345698.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -345991.500000 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -345991.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -346244.531250 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -346244.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -346454.437500 Penalty: 4093.471680
	Iteration 6F: 3 clusters Score -346454.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346605.625000 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -346605.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -346707.218750 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -346707.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -346770.593750 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -346770.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -346821.531250 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -346821.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -346848.312500 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -346848.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346869.937500 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -346869.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -346886.406250 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -346886.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -346901.656250 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -346901.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -346914.718750 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -346914.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -346925.406250 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -346925.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -346933.500000 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -346933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -346938.375000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -346938.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -346944.125000 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -346944.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -346950.656250 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -346950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -346956.593750 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -346956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -346959.218750 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -346959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -346961.468750 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -346961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -346962.406250 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -346962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -346964.218750 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -346964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -346965.468750 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -346965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -346968.187500 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -346968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -346969.687500 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -346969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -346970.218750 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -346970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -346972.687500 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -346972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -346973.593750 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -346973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -346973.687500 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -346973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -346975.781250 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -346975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -346975.843750 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -346975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -346976.437500 Penalty: 4093.471680
	Iteration 35Q: 3 clusters Score -346976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -346978.156250 Penalty: 4093.471680
	Iteration 36Q: 3 clusters Score -346978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -346978.218750 Penalty: 4093.471680
	Iteration 37Q: 3 clusters Score -346978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -346979.250000 Penalty: 4093.471680
	Iteration 38Q: 3 clusters Score -346979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -346981.250000 Penalty: 4093.471680
	Iteration 39Q: 3 clusters Score -346981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -346983.000000 Penalty: 4093.471680
	Iteration 40F: 3 clusters Score -346983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -346984.000000 Penalty: 4093.471680
	Iteration 41Q: 3 clusters Score -346984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -346985.718750 Penalty: 4093.471680
	Iteration 42Q: 3 clusters Score -346985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346986.281250 Penalty: 4093.471680
	Iteration 43Q: 3 clusters Score -346986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -346986.750000 Penalty: 4093.471680
	Iteration 44Q: 3 clusters Score -346986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -346987.250000 Penalty: 4093.471680
	Iteration 45Q: 3 clusters Score -346987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -346987.687500 Penalty: 4093.471680
	Iteration 46Q: 3 clusters Score -346987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -346987.687500 Penalty: 4093.471680
	Iteration 47F: 3 clusters Score -346987.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -266620.187500 Penalty: 1982.501465
	Iteration 0F: 2 clusters Score -266620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -263426.375000 Penalty: 3965.002930
	Iteration 0F: 3 clusters Score -263426.4 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -264115.687500 Penalty: 3965.002930
	Iteration 1F: 3 clusters Score -264115.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -264329.375000 Penalty: 3965.002930
	Iteration 2F: 3 clusters Score -264329.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -264458.406250 Penalty: 3965.002930
	Iteration 3F: 3 clusters Score -264458.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -264554.750000 Penalty: 3965.002930
	Iteration 4Q: 3 clusters Score -264554.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -264634.843750 Penalty: 3965.002930
	Iteration 5Q: 3 clusters Score -264634.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264716.468750 Penalty: 3965.002930
	Iteration 6Q: 3 clusters Score -264716.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -264781.906250 Penalty: 3965.002930
	Iteration 7Q: 3 clusters Score -264781.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -264843.031250 Penalty: 3965.002930
	Iteration 8Q: 3 clusters Score -264843 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -264889.250000 Penalty: 3965.002930
	Iteration 9Q: 3 clusters Score -264889.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -264926.843750 Penalty: 3965.002930
	Iteration 10Q: 3 clusters Score -264926.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -264951.375000 Penalty: 3965.002930
	Iteration 11Q: 3 clusters Score -264951.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -264970.406250 Penalty: 3965.002930
	Iteration 12Q: 3 clusters Score -264970.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -264988.812500 Penalty: 3965.002930
	Iteration 13Q: 3 clusters Score -264988.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -265013.031250 Penalty: 3965.002930
	Iteration 14Q: 3 clusters Score -265013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -265029.281250 Penalty: 3965.002930
	Iteration 15Q: 3 clusters Score -265029.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -265038.687500 Penalty: 3965.002930
	Iteration 16Q: 3 clusters Score -265038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -265044.593750 Penalty: 3965.002930
	Iteration 17Q: 3 clusters Score -265044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -265046.562500 Penalty: 3965.002930
	Iteration 18Q: 3 clusters Score -265046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265050.562500 Penalty: 3965.002930
	Iteration 19Q: 3 clusters Score -265050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -265053.187500 Penalty: 3965.002930
	Iteration 20F: 3 clusters Score -265053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -265053.843750 Penalty: 3965.002930
	Iteration 21Q: 3 clusters Score -265053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -265055.031250 Penalty: 3965.002930
	Iteration 22Q: 3 clusters Score -265055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -265055.250000 Penalty: 3965.002930
	Iteration 23Q: 3 clusters Score -265055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -265056.125000 Penalty: 3965.002930
	Iteration 24Q: 3 clusters Score -265056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -265057.000000 Penalty: 3965.002930
	Iteration 25Q: 3 clusters Score -265057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -265057.000000 Penalty: 3965.002930
	Iteration 26F: 3 clusters Score -265057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Entering Unmasked Estep 
Score: -2711650.250000 Penalty: 2548.537354
	Iteration 0F: 2 clusters Score -2711650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2691692.750000 Penalty: 5097.074707
	Iteration 0F: 3 clusters Score -2691693 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2698942.000000 Penalty: 5097.074707
	Iteration 1F: 3 clusters Score -2698942 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2699587.500000 Penalty: 5097.074707
	Iteration 2F: 3 clusters Score -2699588 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2700220.750000 Penalty: 5097.074707
	Iteration 3F: 3 clusters Score -2700221 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2700862.000000 Penalty: 5097.074707
	Iteration 4Q: 3 clusters Score -2700862 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2701568.000000 Penalty: 5097.074707
	Iteration 5Q: 3 clusters Score -2701568 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2702373.000000 Penalty: 5097.074707
	Iteration 6F: 3 clusters Score -2702373 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2703293.750000 Penalty: 5097.074707
	Iteration 7F: 3 clusters Score -2703294 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2704272.000000 Penalty: 5097.074707
	Iteration 8F: 3 clusters Score -2704272 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2705213.000000 Penalty: 5097.074707
	Iteration 9Q: 3 clusters Score -2705213 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2706039.750000 Penalty: 5097.074707
	Iteration 10Q: 3 clusters Score -2706040 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2706784.500000 Penalty: 5097.074707
	Iteration 11Q: 3 clusters Score -2706784 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2707415.750000 Penalty: 5097.074707
	Iteration 12Q: 3 clusters Score -2707416 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2707895.250000 Penalty: 5097.074707
	Iteration 13Q: 3 clusters Score -2707895 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2708281.500000 Penalty: 5097.074707
	Iteration 14Q: 3 clusters Score -2708282 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2708597.750000 Penalty: 5097.074707
	Iteration 15Q: 3 clusters Score -2708598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2708812.750000 Penalty: 5097.074707
	Iteration 16Q: 3 clusters Score -2708813 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2708981.750000 Penalty: 5097.074707
	Iteration 17Q: 3 clusters Score -2708982 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2709130.750000 Penalty: 5097.074707
	Iteration 18Q: 3 clusters Score -2709131 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2709249.750000 Penalty: 5097.074707
	Iteration 19Q: 3 clusters Score -2709250 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2709356.000000 Penalty: 5097.074707
	Iteration 20F: 3 clusters Score -2709356 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2709469.500000 Penalty: 5097.074707
	Iteration 21Q: 3 clusters Score -2709470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2709561.250000 Penalty: 5097.074707
	Iteration 22Q: 3 clusters Score -2709561 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2709646.750000 Penalty: 5097.074707
	Iteration 23Q: 3 clusters Score -2709647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2709699.250000 Penalty: 5097.074707
	Iteration 24Q: 3 clusters Score -2709699 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2709786.500000 Penalty: 5097.074707
	Iteration 25Q: 3 clusters Score -2709786 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2709848.000000 Penalty: 5097.074707
	Iteration 26Q: 3 clusters Score -2709848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2709906.500000 Penalty: 5097.074707
	Iteration 27Q: 3 clusters Score -2709906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2709936.750000 Penalty: 5097.074707
	Iteration 28Q: 3 clusters Score -2709937 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2709963.000000 Penalty: 5097.074707
	Iteration 29Q: 3 clusters Score -2709963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2709991.000000 Penalty: 5097.074707
	Iteration 30Q: 3 clusters Score -2709991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2710013.250000 Penalty: 5097.074707
	Iteration 31Q: 3 clusters Score -2710013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2710025.750000 Penalty: 5097.074707
	Iteration 32Q: 3 clusters Score -2710026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2710049.500000 Penalty: 5097.074707
	Iteration 33Q: 3 clusters Score -2710050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2710065.000000 Penalty: 5097.074707
	Iteration 34Q: 3 clusters Score -2710065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2710070.000000 Penalty: 5097.074707
	Iteration 35Q: 3 clusters Score -2710070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2710084.250000 Penalty: 5097.074707
	Iteration 36Q: 3 clusters Score -2710084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2710092.000000 Penalty: 5097.074707
	Iteration 37Q: 3 clusters Score -2710092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2710099.000000 Penalty: 5097.074707
	Iteration 38Q: 3 clusters Score -2710099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2710105.500000 Penalty: 5097.074707
	Iteration 39Q: 3 clusters Score -2710106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2710104.500000 Penalty: 5097.074707
	Iteration 40F: 3 clusters Score -2710104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2710112.250000 Penalty: 5097.074707
	Iteration 41Q: 3 clusters Score -2710112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2710122.250000 Penalty: 5097.074707
	Iteration 42Q: 3 clusters Score -2710122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2710126.000000 Penalty: 5097.074707
	Iteration 43Q: 3 clusters Score -2710126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2710141.000000 Penalty: 5097.074707
	Iteration 44Q: 3 clusters Score -2710141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2710143.250000 Penalty: 5097.074707
	Iteration 45Q: 3 clusters Score -2710143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2710144.750000 Penalty: 5097.074707
	Iteration 46Q: 3 clusters Score -2710145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2710154.000000 Penalty: 5097.074707
	Iteration 47Q: 3 clusters Score -2710154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2710164.500000 Penalty: 5097.074707
	Iteration 48Q: 3 clusters Score -2710164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2710170.000000 Penalty: 5097.074707
	Iteration 49Q: 3 clusters Score -2710170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2710166.000000 Penalty: 5097.074707
	Iteration 50Q: 3 clusters Score -2710166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2710166.000000 Penalty: 5097.074707
	Iteration 51Q: 3 clusters Score -2710166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2710165.250000 Penalty: 5097.074707
	Iteration 52Q: 3 clusters Score -2710165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2710172.500000 Penalty: 5097.074707
	Iteration 53Q: 3 clusters Score -2710172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2710174.500000 Penalty: 5097.074707
	Iteration 54Q: 3 clusters Score -2710174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2710174.500000 Penalty: 5097.074707
	Iteration 55F: 3 clusters Score -2710174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -598754.687500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -598754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -593430.625000 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -593430.6 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -594909.187500 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -594909.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -595285.250000 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -595285.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -595588.687500 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -595588.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -595921.312500 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -595921.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -596229.875000 Penalty: 4341.594238
	Iteration 5F: 3 clusters Score -596229.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -596494.375000 Penalty: 4341.594238
	Iteration 6F: 3 clusters Score -596494.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -596728.375000 Penalty: 4341.594238
	Iteration 7Q: 3 clusters Score -596728.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -596898.312500 Penalty: 4341.594238
	Iteration 8Q: 3 clusters Score -596898.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -597004.687500 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -597004.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -597074.750000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -597074.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -597122.687500 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -597122.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -597162.500000 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -597162.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -597182.312500 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -597182.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -597195.875000 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -597195.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -597208.000000 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -597208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -597216.625000 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -597216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -597222.375000 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -597222.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -597227.000000 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -597227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -597228.812500 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -597228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -597231.750000 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -597231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -597233.062500 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -597233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -597233.000000 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -597233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -597235.000000 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -597235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -597235.312500 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -597235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -597235.312500 Penalty: 4341.594238
	Iteration 25F: 3 clusters Score -597235.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -423394.000000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -423394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -419107.593750 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -419107.6 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -420185.500000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -420185.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -420494.062500 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -420494.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -420699.250000 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -420699.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -420841.750000 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -420841.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -420951.156250 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -420951.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -421048.968750 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -421049 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -421121.156250 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -421121.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -421183.000000 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -421183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -421234.656250 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -421234.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -421286.468750 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -421286.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -421329.906250 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -421329.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -421388.500000 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -421388.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -421440.625000 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -421440.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -421485.843750 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -421485.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -421518.687500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -421518.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -421543.000000 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -421543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -421557.750000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -421557.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -421572.968750 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -421573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -421588.062500 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -421588.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -421602.312500 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -421602.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -421615.468750 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -421615.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -421625.531250 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -421625.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -421632.750000 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -421632.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -421636.875000 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -421636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -421640.843750 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -421640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -421644.156250 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -421644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -421647.937500 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -421647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -421649.625000 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -421649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -421651.875000 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -421651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -421655.343750 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -421655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -421659.093750 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -421659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -421661.375000 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -421661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -421662.750000 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -421662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -421663.531250 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -421663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -421664.437500 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -421664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -421664.906250 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -421664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -421665.406250 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -421665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -421666.062500 Penalty: 4185.107910
	Iteration 38Q: 3 clusters Score -421666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -421666.468750 Penalty: 4185.107910
	Iteration 39Q: 3 clusters Score -421666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -421667.812500 Penalty: 4185.107910
	Iteration 40F: 3 clusters Score -421667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -421669.000000 Penalty: 4185.107910
	Iteration 41Q: 3 clusters Score -421669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -421670.437500 Penalty: 4185.107910
	Iteration 42Q: 3 clusters Score -421670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -421673.781250 Penalty: 4185.107910
	Iteration 43Q: 3 clusters Score -421673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -421678.750000 Penalty: 4185.107910
	Iteration 44Q: 3 clusters Score -421678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -421682.875000 Penalty: 4185.107910
	Iteration 45Q: 3 clusters Score -421682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -421686.812500 Penalty: 4185.107910
	Iteration 46Q: 3 clusters Score -421686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -421687.093750 Penalty: 4185.107910
	Iteration 47Q: 3 clusters Score -421687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -421688.500000 Penalty: 4185.107910
	Iteration 48Q: 3 clusters Score -421688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -421687.593750 Penalty: 4185.107910
	Iteration 49Q: 3 clusters Score -421687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -421687.593750 Penalty: 4185.107910
	Iteration 50F: 3 clusters Score -421687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -309910.718750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -309910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -306451.375000 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -306451.4 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -307314.625000 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -307314.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -307613.250000 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -307613.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -307840.875000 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -307840.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -308017.500000 Penalty: 4037.451904
	Iteration 4F: 3 clusters Score -308017.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -308175.375000 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -308175.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -308308.656250 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -308308.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -308431.156250 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -308431.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -308528.687500 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -308528.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -308602.500000 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -308602.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -308672.000000 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -308672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -308734.406250 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -308734.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -308776.312500 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -308776.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -308814.625000 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -308814.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -308839.437500 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -308839.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -308858.468750 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -308858.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -308873.468750 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -308873.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -308886.125000 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -308886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -308896.031250 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -308896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -308902.531250 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -308902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -308907.156250 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -308907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -308909.906250 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -308909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -308914.687500 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -308914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -308916.187500 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -308916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -308917.218750 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -308917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -308918.125000 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -308918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -308921.562500 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -308921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -308924.625000 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -308924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -308924.812500 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -308924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -308925.156250 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -308925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -308925.968750 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -308926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -308928.031250 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -308928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -308928.468750 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -308928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -308928.468750 Penalty: 4037.451904
	Iteration 33F: 3 clusters Score -308928.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1321740.125000 Penalty: 2352.622070
	Iteration 0F: 2 clusters Score -1321740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1311916.250000 Penalty: 4705.244141
	Iteration 0F: 3 clusters Score -1311916 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1315017.500000 Penalty: 4705.244141
	Iteration 1F: 3 clusters Score -1315018 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1315382.625000 Penalty: 4705.244141
	Iteration 2F: 3 clusters Score -1315383 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1315769.125000 Penalty: 4705.244141
	Iteration 3F: 3 clusters Score -1315769 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1316187.000000 Penalty: 4705.244141
	Iteration 4Q: 3 clusters Score -1316187 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1316712.750000 Penalty: 4705.244141
	Iteration 5F: 3 clusters Score -1316713 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1317290.375000 Penalty: 4705.244141
	Iteration 6F: 3 clusters Score -1317290 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1317779.000000 Penalty: 4705.244141
	Iteration 7F: 3 clusters Score -1317779 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1318139.125000 Penalty: 4705.244141
	Iteration 8Q: 3 clusters Score -1318139 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1318363.125000 Penalty: 4705.244141
	Iteration 9Q: 3 clusters Score -1318363 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1318521.125000 Penalty: 4705.244141
	Iteration 10Q: 3 clusters Score -1318521 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1318618.250000 Penalty: 4705.244141
	Iteration 11Q: 3 clusters Score -1318618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1318683.000000 Penalty: 4705.244141
	Iteration 12Q: 3 clusters Score -1318683 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1318738.875000 Penalty: 4705.244141
	Iteration 13Q: 3 clusters Score -1318739 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1318774.750000 Penalty: 4705.244141
	Iteration 14Q: 3 clusters Score -1318775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1318795.625000 Penalty: 4705.244141
	Iteration 15Q: 3 clusters Score -1318796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1318815.125000 Penalty: 4705.244141
	Iteration 16Q: 3 clusters Score -1318815 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1318832.125000 Penalty: 4705.244141
	Iteration 17Q: 3 clusters Score -1318832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1318841.875000 Penalty: 4705.244141
	Iteration 18Q: 3 clusters Score -1318842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1318852.375000 Penalty: 4705.244141
	Iteration 19Q: 3 clusters Score -1318852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1318854.875000 Penalty: 4705.244141
	Iteration 20F: 3 clusters Score -1318855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1318869.125000 Penalty: 4705.244141
	Iteration 21Q: 3 clusters Score -1318869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1318867.875000 Penalty: 4705.244141
	Iteration 22Q: 3 clusters Score -1318868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1318874.875000 Penalty: 4705.244141
	Iteration 23Q: 3 clusters Score -1318875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1318878.750000 Penalty: 4705.244141
	Iteration 24Q: 3 clusters Score -1318879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1318877.125000 Penalty: 4705.244141
	Iteration 25Q: 3 clusters Score -1318877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1318883.500000 Penalty: 4705.244141
	Iteration 26Q: 3 clusters Score -1318884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1318884.750000 Penalty: 4705.244141
	Iteration 27Q: 3 clusters Score -1318885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1318884.500000 Penalty: 4705.244141
	Iteration 28Q: 3 clusters Score -1318884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1318886.000000 Penalty: 4705.244141
	Iteration 29Q: 3 clusters Score -1318886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1318887.625000 Penalty: 4705.244141
	Iteration 30Q: 3 clusters Score -1318888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1318889.500000 Penalty: 4705.244141
	Iteration 31Q: 3 clusters Score -1318890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1318887.500000 Penalty: 4705.244141
	Iteration 32Q: 3 clusters Score -1318888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1318889.125000 Penalty: 4705.244141
	Iteration 33Q: 3 clusters Score -1318889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1318894.625000 Penalty: 4705.244141
	Iteration 34Q: 3 clusters Score -1318895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1318896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1318901.250000 Penalty: 4705.244141
	Iteration 36Q: 3 clusters Score -1318901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1318902.875000 Penalty: 4705.244141
	Iteration 37Q: 3 clusters Score -1318903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1318905.500000 Penalty: 4705.244141
	Iteration 38Q: 3 clusters Score -1318906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1318907.000000 Penalty: 4705.244141
	Iteration 39Q: 3 clusters Score -1318907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1318914.375000 Penalty: 4705.244141
	Iteration 40F: 3 clusters Score -1318914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1318916.250000 Penalty: 4705.244141
	Iteration 41Q: 3 clusters Score -1318916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1318916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1318922.625000 Penalty: 4705.244141
	Iteration 43Q: 3 clusters Score -1318923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1318922.500000 Penalty: 4705.244141
	Iteration 44Q: 3 clusters Score -1318922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1318925.625000 Penalty: 4705.244141
	Iteration 45Q: 3 clusters Score -1318926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1318926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1318925.875000 Penalty: 4705.244141
	Iteration 47Q: 3 clusters Score -1318926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1318927.875000 Penalty: 4705.244141
	Iteration 48Q: 3 clusters Score -1318928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1318933.125000 Penalty: 4705.244141
	Iteration 49Q: 3 clusters Score -1318933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1318936.250000 Penalty: 4705.244141
	Iteration 50Q: 3 clusters Score -1318936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1318936.375000 Penalty: 4705.244141
	Iteration 51Q: 3 clusters Score -1318936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1318939.750000 Penalty: 4705.244141
	Iteration 52Q: 3 clusters Score -1318940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1318941.625000 Penalty: 4705.244141
	Iteration 53Q: 3 clusters Score -1318942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1318940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1318942.500000 Penalty: 4705.244141
	Iteration 55Q: 3 clusters Score -1318942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1318942.875000 Penalty: 4705.244141
	Iteration 56Q: 3 clusters Score -1318943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1318941.500000 Penalty: 4705.244141
	Iteration 57Q: 3 clusters Score -1318942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1318944.375000 Penalty: 4705.244141
	Iteration 58Q: 3 clusters Score -1318944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1318944.750000 Penalty: 4705.244141
	Iteration 59Q: 3 clusters Score -1318945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1318945.500000 Penalty: 4705.244141
	Iteration 60F: 3 clusters Score -1318946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1318945.875000 Penalty: 4705.244141
	Iteration 61Q: 3 clusters Score -1318946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1318951.125000 Penalty: 4705.244141
	Iteration 62Q: 3 clusters Score -1318951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1318950.375000 Penalty: 4705.244141
	Iteration 63Q: 3 clusters Score -1318950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1318949.250000 Penalty: 4705.244141
	Iteration 64Q: 3 clusters Score -1318949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1318952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
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Entering Unmasked Estep 
Score: -1318953.375000 Penalty: 4705.244141
	Iteration 66Q: 3 clusters Score -1318953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1318950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1318953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1318954.750000 Penalty: 4705.244141
	Iteration 69Q: 3 clusters Score -1318955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1318953.000000 Penalty: 4705.244141
	Iteration 70Q: 3 clusters Score -1318953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1318954.750000 Penalty: 4705.244141
	Iteration 71Q: 3 clusters Score -1318955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1318956.625000 Penalty: 4705.244141
	Iteration 72Q: 3 clusters Score -1318957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1318957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1318964.750000 Penalty: 4705.244141
	Iteration 74Q: 3 clusters Score -1318965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1318961.250000 Penalty: 4705.244141
	Iteration 75Q: 3 clusters Score -1318961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1318967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1318968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1318969.375000 Penalty: 4705.244141
	Iteration 78Q: 3 clusters Score -1318969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1318971.250000 Penalty: 4705.244141
	Iteration 79Q: 3 clusters Score -1318971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1318969.500000 Penalty: 4705.244141
	Iteration 80F: 3 clusters Score -1318970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1318972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1318972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1318974.000000 Penalty: 4705.244141
	Iteration 83Q: 3 clusters Score -1318974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1318977.250000 Penalty: 4705.244141
	Iteration 84Q: 3 clusters Score -1318977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1318973.625000 Penalty: 4705.244141
	Iteration 85Q: 3 clusters Score -1318974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1318976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1318983.875000 Penalty: 4705.244141
	Iteration 87Q: 3 clusters Score -1318984 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8139 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1318984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1318988.125000 Penalty: 4705.244141
	Iteration 89Q: 3 clusters Score -1318988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1318995.750000 Penalty: 4705.244141
	Iteration 90Q: 3 clusters Score -1318996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1318998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1319004.750000 Penalty: 4705.244141
	Iteration 92Q: 3 clusters Score -1319005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1319009.000000 Penalty: 4705.244141
	Iteration 93Q: 3 clusters Score -1319009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1319008.750000 Penalty: 4705.244141
	Iteration 94Q: 3 clusters Score -1319009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1319014.375000 Penalty: 4705.244141
	Iteration 95Q: 3 clusters Score -1319014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1319015.875000 Penalty: 4705.244141
	Iteration 96Q: 3 clusters Score -1319016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1319020.375000 Penalty: 4705.244141
	Iteration 97Q: 3 clusters Score -1319020 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1319026.625000 Penalty: 4705.244141
	Iteration 98Q: 3 clusters Score -1319027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1319028.750000 Penalty: 4705.244141
	Iteration 99Q: 3 clusters Score -1319029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1319038.500000 Penalty: 4705.244141
	Iteration 100F: 3 clusters Score -1319038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1319044.250000 Penalty: 4705.244141
	Iteration 101Q: 3 clusters Score -1319044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1319047.125000 Penalty: 4705.244141
	Iteration 102Q: 3 clusters Score -1319047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1319059.000000 Penalty: 4705.244141
	Iteration 103Q: 3 clusters Score -1319059 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
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	Iteration 104Q: 3 clusters Score -1319066 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1319071 nChanged 49
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Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1319082.625000 Penalty: 4705.244141
	Iteration 106Q: 3 clusters Score -1319083 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1319088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1319098.625000 Penalty: 4705.244141
	Iteration 108Q: 3 clusters Score -1319099 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1319101.875000 Penalty: 4705.244141
	Iteration 109Q: 3 clusters Score -1319102 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1319112 nChanged 43
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Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1319121.375000 Penalty: 4705.244141
	Iteration 111Q: 3 clusters Score -1319121 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1319124.625000 Penalty: 4705.244141
	Iteration 112Q: 3 clusters Score -1319125 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1319136.625000 Penalty: 4705.244141
	Iteration 113Q: 3 clusters Score -1319137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1319144.125000 Penalty: 4705.244141
	Iteration 114Q: 3 clusters Score -1319144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1319151.750000 Penalty: 4705.244141
	Iteration 115Q: 3 clusters Score -1319152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1319156.125000 Penalty: 4705.244141
	Iteration 116Q: 3 clusters Score -1319156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1319162.500000 Penalty: 4705.244141
	Iteration 117Q: 3 clusters Score -1319162 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1319170.000000 Penalty: 4705.244141
	Iteration 118Q: 3 clusters Score -1319170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1319174.875000 Penalty: 4705.244141
	Iteration 119Q: 3 clusters Score -1319175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1319183.375000 Penalty: 4705.244141
	Iteration 120F: 3 clusters Score -1319183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1319184.625000 Penalty: 4705.244141
	Iteration 121Q: 3 clusters Score -1319185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1319195.625000 Penalty: 4705.244141
	Iteration 122Q: 3 clusters Score -1319196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1319201.500000 Penalty: 4705.244141
	Iteration 123Q: 3 clusters Score -1319202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1319215.250000 Penalty: 4705.244141
	Iteration 124Q: 3 clusters Score -1319215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1319220.500000 Penalty: 4705.244141
	Iteration 125Q: 3 clusters Score -1319220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1319226.750000 Penalty: 4705.244141
	Iteration 126Q: 3 clusters Score -1319227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1319237.000000 Penalty: 4705.244141
	Iteration 127Q: 3 clusters Score -1319237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1319243.625000 Penalty: 4705.244141
	Iteration 128Q: 3 clusters Score -1319244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1319254.250000 Penalty: 4705.244141
	Iteration 129Q: 3 clusters Score -1319254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1319268.750000 Penalty: 4705.244141
	Iteration 130Q: 3 clusters Score -1319269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1319278.625000 Penalty: 4705.244141
	Iteration 131Q: 3 clusters Score -1319279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1319289.875000 Penalty: 4705.244141
	Iteration 132Q: 3 clusters Score -1319290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1319296.750000 Penalty: 4705.244141
	Iteration 133Q: 3 clusters Score -1319297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1319303.375000 Penalty: 4705.244141
	Iteration 134Q: 3 clusters Score -1319303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1319308.750000 Penalty: 4705.244141
	Iteration 135Q: 3 clusters Score -1319309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1319311.250000 Penalty: 4705.244141
	Iteration 136Q: 3 clusters Score -1319311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1319316.750000 Penalty: 4705.244141
	Iteration 137Q: 3 clusters Score -1319317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1319318.500000 Penalty: 4705.244141
	Iteration 138Q: 3 clusters Score -1319318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1319322.125000 Penalty: 4705.244141
	Iteration 139Q: 3 clusters Score -1319322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1319331.875000 Penalty: 4705.244141
	Iteration 140F: 3 clusters Score -1319332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1319339.125000 Penalty: 4705.244141
	Iteration 141Q: 3 clusters Score -1319339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1319339.375000 Penalty: 4705.244141
	Iteration 142Q: 3 clusters Score -1319339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1319344.125000 Penalty: 4705.244141
	Iteration 143Q: 3 clusters Score -1319344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1319349.875000 Penalty: 4705.244141
	Iteration 144Q: 3 clusters Score -1319350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1319353.125000 Penalty: 4705.244141
	Iteration 145Q: 3 clusters Score -1319353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1319357.000000 Penalty: 4705.244141
	Iteration 146Q: 3 clusters Score -1319357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1319359.625000 Penalty: 4705.244141
	Iteration 147Q: 3 clusters Score -1319360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1319366.375000 Penalty: 4705.244141
	Iteration 148Q: 3 clusters Score -1319366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1319365.875000 Penalty: 4705.244141
	Iteration 149Q: 3 clusters Score -1319366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1319369.750000 Penalty: 4705.244141
	Iteration 150Q: 3 clusters Score -1319370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1319371.750000 Penalty: 4705.244141
	Iteration 151Q: 3 clusters Score -1319372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1319377.125000 Penalty: 4705.244141
	Iteration 152Q: 3 clusters Score -1319377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1319380.250000 Penalty: 4705.244141
	Iteration 153Q: 3 clusters Score -1319380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1319383.625000 Penalty: 4705.244141
	Iteration 154Q: 3 clusters Score -1319384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1319386.500000 Penalty: 4705.244141
	Iteration 155Q: 3 clusters Score -1319386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1319388.875000 Penalty: 4705.244141
	Iteration 156Q: 3 clusters Score -1319389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1319391.375000 Penalty: 4705.244141
	Iteration 157Q: 3 clusters Score -1319391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1319391.375000 Penalty: 4705.244141
	Iteration 158Q: 3 clusters Score -1319391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1319395.250000 Penalty: 4705.244141
	Iteration 159Q: 3 clusters Score -1319395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1319400.500000 Penalty: 4705.244141
	Iteration 160F: 3 clusters Score -1319400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1319399.625000 Penalty: 4705.244141
	Iteration 161Q: 3 clusters Score -1319400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1319404.250000 Penalty: 4705.244141
	Iteration 162Q: 3 clusters Score -1319404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1319408.625000 Penalty: 4705.244141
	Iteration 163Q: 3 clusters Score -1319409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1319407.750000 Penalty: 4705.244141
	Iteration 164Q: 3 clusters Score -1319408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1319413.750000 Penalty: 4705.244141
	Iteration 165Q: 3 clusters Score -1319414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1319416.875000 Penalty: 4705.244141
	Iteration 166Q: 3 clusters Score -1319417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1319420.125000 Penalty: 4705.244141
	Iteration 167Q: 3 clusters Score -1319420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1319420.000000 Penalty: 4705.244141
	Iteration 168Q: 3 clusters Score -1319420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1319422.375000 Penalty: 4705.244141
	Iteration 169Q: 3 clusters Score -1319422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1319423.250000 Penalty: 4705.244141
	Iteration 170Q: 3 clusters Score -1319423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1319424.000000 Penalty: 4705.244141
	Iteration 171Q: 3 clusters Score -1319424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1319425.000000 Penalty: 4705.244141
	Iteration 172Q: 3 clusters Score -1319425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1319431.000000 Penalty: 4705.244141
	Iteration 173Q: 3 clusters Score -1319431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1319430.000000 Penalty: 4705.244141
	Iteration 174Q: 3 clusters Score -1319430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1319433.625000 Penalty: 4705.244141
	Iteration 175Q: 3 clusters Score -1319434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1319432.875000 Penalty: 4705.244141
	Iteration 176Q: 3 clusters Score -1319433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1319433.625000 Penalty: 4705.244141
	Iteration 177Q: 3 clusters Score -1319434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1319435.500000 Penalty: 4705.244141
	Iteration 178Q: 3 clusters Score -1319436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1319437.750000 Penalty: 4705.244141
	Iteration 179Q: 3 clusters Score -1319438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1319437.625000 Penalty: 4705.244141
	Iteration 180F: 3 clusters Score -1319438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1319441.750000 Penalty: 4705.244141
	Iteration 181Q: 3 clusters Score -1319442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1319441.750000 Penalty: 4705.244141
	Iteration 182Q: 3 clusters Score -1319442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1319441.250000 Penalty: 4705.244141
	Iteration 183Q: 3 clusters Score -1319441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1319442.875000 Penalty: 4705.244141
	Iteration 184Q: 3 clusters Score -1319443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1319444.625000 Penalty: 4705.244141
	Iteration 185Q: 3 clusters Score -1319445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1319445.000000 Penalty: 4705.244141
	Iteration 186Q: 3 clusters Score -1319445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1319445.000000 Penalty: 4705.244141
	Iteration 187F: 3 clusters Score -1319445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -149504.078125 Penalty: 1865.421021
	Iteration 0F: 2 clusters Score -149504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147070.046875 Penalty: 3730.842041
	Iteration 0F: 3 clusters Score -147070 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147664.000000 Penalty: 3730.842041
	Iteration 1F: 3 clusters Score -147664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147850.078125 Penalty: 3730.842041
	Iteration 2F: 3 clusters Score -147850.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -147936.359375 Penalty: 3730.842041
	Iteration 3Q: 3 clusters Score -147936.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -147995.281250 Penalty: 3730.842041
	Iteration 4Q: 3 clusters Score -147995.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -148038.578125 Penalty: 3730.842041
	Iteration 5Q: 3 clusters Score -148038.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -148060.843750 Penalty: 3730.842041
	Iteration 6Q: 3 clusters Score -148060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -148071.875000 Penalty: 3730.842041
	Iteration 7Q: 3 clusters Score -148071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -148081.109375 Penalty: 3730.842041
	Iteration 8Q: 3 clusters Score -148081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -148093.718750 Penalty: 3730.842041
	Iteration 9Q: 3 clusters Score -148093.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -148110.640625 Penalty: 3730.842041
	Iteration 10Q: 3 clusters Score -148110.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -148121.234375 Penalty: 3730.842041
	Iteration 11Q: 3 clusters Score -148121.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -148135.328125 Penalty: 3730.842041
	Iteration 12Q: 3 clusters Score -148135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -148159.875000 Penalty: 3730.842041
	Iteration 13Q: 3 clusters Score -148159.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -148187.750000 Penalty: 3730.842041
	Iteration 14Q: 3 clusters Score -148187.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -148219.125000 Penalty: 3730.842041
	Iteration 15Q: 3 clusters Score -148219.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -148257.234375 Penalty: 3730.842041
	Iteration 16Q: 3 clusters Score -148257.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -148291.656250 Penalty: 3730.842041
	Iteration 17Q: 3 clusters Score -148291.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -148323.656250 Penalty: 3730.842041
	Iteration 18Q: 3 clusters Score -148323.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -148355.593750 Penalty: 3730.842041
	Iteration 19Q: 3 clusters Score -148355.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -148386.500000 Penalty: 3730.842041
	Iteration 20F: 3 clusters Score -148386.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -148410.921875 Penalty: 3730.842041
	Iteration 21Q: 3 clusters Score -148410.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -148425.609375 Penalty: 3730.842041
	Iteration 22Q: 3 clusters Score -148425.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -148433.750000 Penalty: 3730.842041
	Iteration 23Q: 3 clusters Score -148433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -148437.562500 Penalty: 3730.842041
	Iteration 24Q: 3 clusters Score -148437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -148440.437500 Penalty: 3730.842041
	Iteration 25Q: 3 clusters Score -148440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -148442.109375 Penalty: 3730.842041
	Iteration 26Q: 3 clusters Score -148442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -148443.359375 Penalty: 3730.842041
	Iteration 27Q: 3 clusters Score -148443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -148443.359375 Penalty: 3730.842041
	Iteration 28F: 3 clusters Score -148443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -334788.281250 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -334788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -331225.218750 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -331225.2 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -332018.406250 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -332018.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -332190.000000 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -332190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -332308.625000 Penalty: 4048.324951
	Iteration 3Q: 3 clusters Score -332308.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -332414.656250 Penalty: 4048.324951
	Iteration 4Q: 3 clusters Score -332414.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -332499.468750 Penalty: 4048.324951
	Iteration 5Q: 3 clusters Score -332499.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -332580.593750 Penalty: 4048.324951
	Iteration 6Q: 3 clusters Score -332580.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -332689.531250 Penalty: 4048.324951
	Iteration 7Q: 3 clusters Score -332689.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -332871.406250 Penalty: 4048.324951
	Iteration 8Q: 3 clusters Score -332871.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -333123.718750 Penalty: 4048.324951
	Iteration 9F: 3 clusters Score -333123.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -333340.781250 Penalty: 4048.324951
	Iteration 10F: 3 clusters Score -333340.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -333528.750000 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -333528.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -333686.312500 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -333686.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -333785.968750 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -333786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -333846.687500 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -333846.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -333887.593750 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -333887.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -333912.781250 Penalty: 4048.324951
	Iteration 16Q: 3 clusters Score -333912.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -333930.812500 Penalty: 4048.324951
	Iteration 17Q: 3 clusters Score -333930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -333939.937500 Penalty: 4048.324951
	Iteration 18Q: 3 clusters Score -333939.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -333951.375000 Penalty: 4048.324951
	Iteration 19Q: 3 clusters Score -333951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -333960.437500 Penalty: 4048.324951
	Iteration 20F: 3 clusters Score -333960.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -333972.468750 Penalty: 4048.324951
	Iteration 21Q: 3 clusters Score -333972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -333978.312500 Penalty: 4048.324951
	Iteration 22Q: 3 clusters Score -333978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -333980.312500 Penalty: 4048.324951
	Iteration 23Q: 3 clusters Score -333980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -333981.593750 Penalty: 4048.324951
	Iteration 24Q: 3 clusters Score -333981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -333982.625000 Penalty: 4048.324951
	Iteration 25Q: 3 clusters Score -333982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -333983.593750 Penalty: 4048.324951
	Iteration 26Q: 3 clusters Score -333983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -333985.500000 Penalty: 4048.324951
	Iteration 27Q: 3 clusters Score -333985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -333985.500000 Penalty: 4048.324951
	Iteration 28F: 3 clusters Score -333985.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766471.500000 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -760223.937500 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760223.9 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -761969.937500 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761969.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -762230.812500 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -762230.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -762388.312500 Penalty: 4446.869629
	Iteration 3Q: 3 clusters Score -762388.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -762496.437500 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762496.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -762596.687500 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762596.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -762692.500000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762692.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -762784.875000 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762784.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -762885.625000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762885.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -762993.812500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -762993.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -763119.125000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -763119.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -763245.562500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -763245.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -763379.125000 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -763379.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -763521.562500 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -763521.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -763667.875000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -763667.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -763768.437500 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -763768.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -763844.750000 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -763844.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -763907.750000 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -763907.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -763957.187500 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -763957.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -763991.062500 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -763991.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -764016.312500 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -764016.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -764032.250000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -764032.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -764046.125000 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -764046.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -764055.500000 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -764055.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -764061.937500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -764061.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -764071.937500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764071.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -764077.187500 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764077.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -764082.750000 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -764084.500000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -764087.125000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -764086.812500 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -764088.000000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -764088.187500 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -764087.875000 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -764089.375000 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -764089.875000 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -764089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -764090.437500 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -764090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -764091.437500 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -764091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -764091.625000 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -764091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -764091.625000 Penalty: 4446.869629
	Iteration 39F: 3 clusters Score -764091.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Entering Unmasked Estep 
Score: -1913402.375000 Penalty: 2446.328369
	Iteration 0F: 2 clusters Score -1913402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1899811.000000 Penalty: 4892.656738
	Iteration 0F: 3 clusters Score -1899811 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1904464.375000 Penalty: 4892.656738
	Iteration 1F: 3 clusters Score -1904464 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1904966.875000 Penalty: 4892.656738
	Iteration 2F: 3 clusters Score -1904967 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1905490.250000 Penalty: 4892.656738
	Iteration 3F: 3 clusters Score -1905490 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1906056.125000 Penalty: 4892.656738
	Iteration 4F: 3 clusters Score -1906056 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1906734.125000 Penalty: 4892.656738
	Iteration 5F: 3 clusters Score -1906734 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1907573.750000 Penalty: 4892.656738
	Iteration 6F: 3 clusters Score -1907574 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1908619.250000 Penalty: 4892.656738
	Iteration 7F: 3 clusters Score -1908619 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1909711.625000 Penalty: 4892.656738
	Iteration 8F: 3 clusters Score -1909712 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1910865.125000 Penalty: 4892.656738
	Iteration 9Q: 3 clusters Score -1910865 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1911659.875000 Penalty: 4892.656738
	Iteration 10Q: 3 clusters Score -1911660 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1911966.125000 Penalty: 4892.656738
	Iteration 11Q: 3 clusters Score -1911966 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1912084.500000 Penalty: 4892.656738
	Iteration 12Q: 3 clusters Score -1912084 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1912130.250000 Penalty: 4892.656738
	Iteration 13Q: 3 clusters Score -1912130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1912150.750000 Penalty: 4892.656738
	Iteration 14Q: 3 clusters Score -1912151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1912163.375000 Penalty: 4892.656738
	Iteration 15Q: 3 clusters Score -1912163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1912167.625000 Penalty: 4892.656738
	Iteration 16Q: 3 clusters Score -1912168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1912172.875000 Penalty: 4892.656738
	Iteration 17Q: 3 clusters Score -1912173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1912176.125000 Penalty: 4892.656738
	Iteration 18Q: 3 clusters Score -1912176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1912179.500000 Penalty: 4892.656738
	Iteration 19Q: 3 clusters Score -1912180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1912183.000000 Penalty: 4892.656738
	Iteration 20F: 3 clusters Score -1912183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1912180.250000 Penalty: 4892.656738
	Iteration 21Q: 3 clusters Score -1912180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1912181.000000 Penalty: 4892.656738
	Iteration 22Q: 3 clusters Score -1912181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1912184.250000 Penalty: 4892.656738
	Iteration 23Q: 3 clusters Score -1912184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1912182.250000 Penalty: 4892.656738
	Iteration 24Q: 3 clusters Score -1912182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1912183.250000 Penalty: 4892.656738
	Iteration 25Q: 3 clusters Score -1912183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1912180.625000 Penalty: 4892.656738
	Iteration 26Q: 3 clusters Score -1912181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1912180.625000 Penalty: 4892.656738
	Iteration 27F: 3 clusters Score -1912181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -404726.906250 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -404726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -400262.093750 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -400262.1 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -401471.281250 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -401471.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -401781.625000 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -401781.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -401999.312500 Penalty: 4223.335938
	Iteration 3F: 3 clusters Score -401999.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -402157.687500 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -402157.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -402291.843750 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -402291.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -402406.937500 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -402406.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -402487.031250 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -402487 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -402548.500000 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -402548.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -402614.812500 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -402614.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -402671.750000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -402671.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -402717.968750 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -402718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -402748.968750 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -402749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -402782.750000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -402782.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -402806.218750 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -402806.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -402824.875000 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -402824.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -402834.375000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -402834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -402841.562500 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -402841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -402846.500000 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -402846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -402850.406250 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -402850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -402855.843750 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -402855.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -402860.250000 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -402860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -402867.125000 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -402867.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -402872.625000 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -402872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -402877.843750 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -402877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -402881.937500 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -402881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -402884.218750 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -402884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -402884.218750 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -402884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -402887.218750 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -402887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -402889.406250 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -402889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -402890.406250 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -402890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -402892.000000 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -402892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -402895.687500 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -402895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -402898.281250 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -402898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -402900.156250 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -402900.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -402903.812500 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -402903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -402905.687500 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -402905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -402908.062500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -402908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -402910.562500 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -402910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -402913.875000 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -402913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -402917.843750 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -402917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -402922.687500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -402922.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -402926.187500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -402926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -402933.937500 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -402933.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -402942.812500 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -402942.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -402952.281250 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -402952.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -402959.000000 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -402959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -402966.968750 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -402967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -402976.187500 Penalty: 4223.335938
	Iteration 48Q: 3 clusters Score -402976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -402983.781250 Penalty: 4223.335938
	Iteration 49Q: 3 clusters Score -402983.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -402990.500000 Penalty: 4223.335938
	Iteration 50Q: 3 clusters Score -402990.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -402999.250000 Penalty: 4223.335938
	Iteration 51Q: 3 clusters Score -402999.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -403006.468750 Penalty: 4223.335938
	Iteration 52Q: 3 clusters Score -403006.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -403016.125000 Penalty: 4223.335938
	Iteration 53Q: 3 clusters Score -403016.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -403024.187500 Penalty: 4223.335938
	Iteration 54Q: 3 clusters Score -403024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -403032.968750 Penalty: 4223.335938
	Iteration 55Q: 3 clusters Score -403033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -403040.906250 Penalty: 4223.335938
	Iteration 56Q: 3 clusters Score -403040.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -403046.312500 Penalty: 4223.335938
	Iteration 57Q: 3 clusters Score -403046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -403051.062500 Penalty: 4223.335938
	Iteration 58Q: 3 clusters Score -403051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -403056.468750 Penalty: 4223.335938
	Iteration 59Q: 3 clusters Score -403056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -403058.750000 Penalty: 4223.335938
	Iteration 60F: 3 clusters Score -403058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -403062.718750 Penalty: 4223.335938
	Iteration 61Q: 3 clusters Score -403062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -403065.031250 Penalty: 4223.335938
	Iteration 62Q: 3 clusters Score -403065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -403071.000000 Penalty: 4223.335938
	Iteration 63Q: 3 clusters Score -403071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -403081.437500 Penalty: 4223.335938
	Iteration 64Q: 3 clusters Score -403081.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -403089.625000 Penalty: 4223.335938
	Iteration 65Q: 3 clusters Score -403089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -403095.125000 Penalty: 4223.335938
	Iteration 66Q: 3 clusters Score -403095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -403098.125000 Penalty: 4223.335938
	Iteration 67Q: 3 clusters Score -403098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -403101.125000 Penalty: 4223.335938
	Iteration 68Q: 3 clusters Score -403101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -403105.843750 Penalty: 4223.335938
	Iteration 69Q: 3 clusters Score -403105.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -403110.468750 Penalty: 4223.335938
	Iteration 70Q: 3 clusters Score -403110.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -403114.093750 Penalty: 4223.335938
	Iteration 71Q: 3 clusters Score -403114.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -403116.781250 Penalty: 4223.335938
	Iteration 72Q: 3 clusters Score -403116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -403118.000000 Penalty: 4223.335938
	Iteration 73Q: 3 clusters Score -403118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -403119.531250 Penalty: 4223.335938
	Iteration 74Q: 3 clusters Score -403119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -403119.843750 Penalty: 4223.335938
	Iteration 75Q: 3 clusters Score -403119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -403120.593750 Penalty: 4223.335938
	Iteration 76Q: 3 clusters Score -403120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -403122.062500 Penalty: 4223.335938
	Iteration 77Q: 3 clusters Score -403122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -403124.468750 Penalty: 4223.335938
	Iteration 78Q: 3 clusters Score -403124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -403126.500000 Penalty: 4223.335938
	Iteration 79Q: 3 clusters Score -403126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -403129.281250 Penalty: 4223.335938
	Iteration 80F: 3 clusters Score -403129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -403130.562500 Penalty: 4223.335938
	Iteration 81Q: 3 clusters Score -403130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -403131.500000 Penalty: 4223.335938
	Iteration 82Q: 3 clusters Score -403131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -403133.312500 Penalty: 4223.335938
	Iteration 83Q: 3 clusters Score -403133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -403134.062500 Penalty: 4223.335938
	Iteration 84Q: 3 clusters Score -403134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -403134.125000 Penalty: 4223.335938
	Iteration 85Q: 3 clusters Score -403134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -403134.125000 Penalty: 4223.335938
	Iteration 86F: 3 clusters Score -403134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Entering Unmasked Estep 
Score: -5358536.500000 Penalty: 2710.852051
	Iteration 0F: 2 clusters Score -5358536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5320822.500000 Penalty: 5421.704102
	Iteration 0F: 3 clusters Score -5320822 nChanged 25822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5335706.500000 Penalty: 5421.704102
	Iteration 1F: 3 clusters Score -5335706 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5336579.500000 Penalty: 5421.704102
	Iteration 2Q: 3 clusters Score -5336580 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -5337566.000000 Penalty: 5421.704102
	Iteration 3Q: 3 clusters Score -5337566 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -5338552.000000 Penalty: 5421.704102
	Iteration 4Q: 3 clusters Score -5338552 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -5339546.000000 Penalty: 5421.704102
	Iteration 5Q: 3 clusters Score -5339546 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5340548.500000 Penalty: 5421.704102
	Iteration 6Q: 3 clusters Score -5340548 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5341802.500000 Penalty: 5421.704102
	Iteration 7Q: 3 clusters Score -5341802 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -5343378.000000 Penalty: 5421.704102
	Iteration 8Q: 3 clusters Score -5343378 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5345108.000000 Penalty: 5421.704102
	Iteration 9F: 3 clusters Score -5345108 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -5346917.500000 Penalty: 5421.704102
	Iteration 10Q: 3 clusters Score -5346918 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5348733.500000 Penalty: 5421.704102
	Iteration 11Q: 3 clusters Score -5348734 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5350340.500000 Penalty: 5421.704102
	Iteration 12Q: 3 clusters Score -5350340 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -5351607.500000 Penalty: 5421.704102
	Iteration 13Q: 3 clusters Score -5351608 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -5352725.000000 Penalty: 5421.704102
	Iteration 14Q: 3 clusters Score -5352725 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -5353664.000000 Penalty: 5421.704102
	Iteration 15Q: 3 clusters Score -5353664 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -5354318.500000 Penalty: 5421.704102
	Iteration 16Q: 3 clusters Score -5354318 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -5354700.000000 Penalty: 5421.704102
	Iteration 17Q: 3 clusters Score -5354700 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -5355023.000000 Penalty: 5421.704102
	Iteration 18Q: 3 clusters Score -5355023 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -5355203.500000 Penalty: 5421.704102
	Iteration 19Q: 3 clusters Score -5355204 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -5355372.500000 Penalty: 5421.704102
	Iteration 20F: 3 clusters Score -5355372 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -5355519.500000 Penalty: 5421.704102
	Iteration 21Q: 3 clusters Score -5355520 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -5355646.500000 Penalty: 5421.704102
	Iteration 22Q: 3 clusters Score -5355646 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -5355762.000000 Penalty: 5421.704102
	Iteration 23Q: 3 clusters Score -5355762 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -5355860.000000 Penalty: 5421.704102
	Iteration 24Q: 3 clusters Score -5355860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -5355956.500000 Penalty: 5421.704102
	Iteration 25Q: 3 clusters Score -5355956 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -5356023.500000 Penalty: 5421.704102
	Iteration 26Q: 3 clusters Score -5356024 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -5356099.500000 Penalty: 5421.704102
	Iteration 27Q: 3 clusters Score -5356100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -5356170.000000 Penalty: 5421.704102
	Iteration 28Q: 3 clusters Score -5356170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -5356225.000000 Penalty: 5421.704102
	Iteration 29Q: 3 clusters Score -5356225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -5356294.500000 Penalty: 5421.704102
	Iteration 30Q: 3 clusters Score -5356294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -5356349.000000 Penalty: 5421.704102
	Iteration 31Q: 3 clusters Score -5356349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -5356389.000000 Penalty: 5421.704102
	Iteration 32Q: 3 clusters Score -5356389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -5356416.500000 Penalty: 5421.704102
	Iteration 33Q: 3 clusters Score -5356416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -5356446.500000 Penalty: 5421.704102
	Iteration 34Q: 3 clusters Score -5356446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -5356467.000000 Penalty: 5421.704102
	Iteration 35Q: 3 clusters Score -5356467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -5356492.000000 Penalty: 5421.704102
	Iteration 36Q: 3 clusters Score -5356492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -5356501.500000 Penalty: 5421.704102
	Iteration 37Q: 3 clusters Score -5356502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -5356505.500000 Penalty: 5421.704102
	Iteration 38Q: 3 clusters Score -5356506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -5356498.500000 Penalty: 5421.704102
	Iteration 39Q: 3 clusters Score -5356498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -5356493.500000 Penalty: 5421.704102
	Iteration 40F: 3 clusters Score -5356494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5356501.500000 Penalty: 5421.704102
	Iteration 41Q: 3 clusters Score -5356502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -5356517.000000 Penalty: 5421.704102
	Iteration 42Q: 3 clusters Score -5356517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -5356529.000000 Penalty: 5421.704102
	Iteration 43Q: 3 clusters Score -5356529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -5356538.000000 Penalty: 5421.704102
	Iteration 44Q: 3 clusters Score -5356538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -5356539.000000 Penalty: 5421.704102
	Iteration 45Q: 3 clusters Score -5356539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -5356543.000000 Penalty: 5421.704102
	Iteration 46Q: 3 clusters Score -5356543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -5356549.500000 Penalty: 5421.704102
	Iteration 47Q: 3 clusters Score -5356550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -5356553.000000 Penalty: 5421.704102
	Iteration 48Q: 3 clusters Score -5356553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -5356551.500000 Penalty: 5421.704102
	Iteration 49Q: 3 clusters Score -5356552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -5356553.000000 Penalty: 5421.704102
	Iteration 50Q: 3 clusters Score -5356553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -5356558.500000 Penalty: 5421.704102
	Iteration 51Q: 3 clusters Score -5356558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -5356555.000000 Penalty: 5421.704102
	Iteration 52Q: 3 clusters Score -5356555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -5356559.500000 Penalty: 5421.704102
	Iteration 53Q: 3 clusters Score -5356560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -5356562.500000 Penalty: 5421.704102
	Iteration 54Q: 3 clusters Score -5356562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -5356561.500000 Penalty: 5421.704102
	Iteration 55Q: 3 clusters Score -5356562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -5356554.000000 Penalty: 5421.704102
	Iteration 56Q: 3 clusters Score -5356554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -5356552.500000 Penalty: 5421.704102
	Iteration 57Q: 3 clusters Score -5356552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -5356557.500000 Penalty: 5421.704102
	Iteration 58Q: 3 clusters Score -5356558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -5356559.000000 Penalty: 5421.704102
	Iteration 59Q: 3 clusters Score -5356559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -5356558.500000 Penalty: 5421.704102
	Iteration 60F: 3 clusters Score -5356558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -5356559.000000 Penalty: 5421.704102
	Iteration 61Q: 3 clusters Score -5356559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -5356558.500000 Penalty: 5421.704102
	Iteration 62Q: 3 clusters Score -5356558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -5356555.000000 Penalty: 5421.704102
	Iteration 63Q: 3 clusters Score -5356555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -5356555.000000 Penalty: 5421.704102
	Iteration 64F: 3 clusters Score -5356555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Entering Unmasked Estep 
Score: -8830829.000000 Penalty: 2854.838135
	Iteration 0F: 2 clusters Score -8830829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -8763918.000000 Penalty: 5709.676270
	Iteration 0F: 3 clusters Score -8763918 nChanged 47391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8791119.000000 Penalty: 5709.676270
	Iteration 1F: 3 clusters Score -8791119 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8792517.000000 Penalty: 5709.676270
	Iteration 2Q: 3 clusters Score -8792517 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8794372.000000 Penalty: 5709.676270
	Iteration 3Q: 3 clusters Score -8794372 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -8796552.000000 Penalty: 5709.676270
	Iteration 4F: 3 clusters Score -8796552 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -8799435.000000 Penalty: 5709.676270
	Iteration 5F: 3 clusters Score -8799435 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -8802964.000000 Penalty: 5709.676270
	Iteration 6F: 3 clusters Score -8802964 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -8807042.000000 Penalty: 5709.676270
	Iteration 7F: 3 clusters Score -8807042 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -8811424.000000 Penalty: 5709.676270
	Iteration 8F: 3 clusters Score -8811424 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8815384.000000 Penalty: 5709.676270
	Iteration 9F: 3 clusters Score -8815384 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -8818673.000000 Penalty: 5709.676270
	Iteration 10Q: 3 clusters Score -8818673 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -8821314.000000 Penalty: 5709.676270
	Iteration 11Q: 3 clusters Score -8821314 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -8823342.000000 Penalty: 5709.676270
	Iteration 12Q: 3 clusters Score -8823342 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8824809.000000 Penalty: 5709.676270
	Iteration 13Q: 3 clusters Score -8824809 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -8826024.000000 Penalty: 5709.676270
	Iteration 14Q: 3 clusters Score -8826024 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8826873.000000 Penalty: 5709.676270
	Iteration 15Q: 3 clusters Score -8826873 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -8827478.000000 Penalty: 5709.676270
	Iteration 16Q: 3 clusters Score -8827478 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8827889.000000 Penalty: 5709.676270
	Iteration 17Q: 3 clusters Score -8827889 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8828223.000000 Penalty: 5709.676270
	Iteration 18Q: 3 clusters Score -8828223 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8828484.000000 Penalty: 5709.676270
	Iteration 19Q: 3 clusters Score -8828484 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8828624.000000 Penalty: 5709.676270
	Iteration 20F: 3 clusters Score -8828624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98406 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8828730.000000 Penalty: 5709.676270
	Iteration 21Q: 3 clusters Score -8828730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8828782.000000 Penalty: 5709.676270
	Iteration 22Q: 3 clusters Score -8828782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8828832.000000 Penalty: 5709.676270
	Iteration 23Q: 3 clusters Score -8828832 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8828877.000000 Penalty: 5709.676270
	Iteration 24Q: 3 clusters Score -8828877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8828910.000000 Penalty: 5709.676270
	Iteration 25Q: 3 clusters Score -8828910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8828949.000000 Penalty: 5709.676270
	Iteration 26Q: 3 clusters Score -8828949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8828982.000000 Penalty: 5709.676270
	Iteration 27Q: 3 clusters Score -8828982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8829007.000000 Penalty: 5709.676270
	Iteration 28Q: 3 clusters Score -8829007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8829015.000000 Penalty: 5709.676270
	Iteration 29Q: 3 clusters Score -8829015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8829023.000000 Penalty: 5709.676270
	Iteration 30Q: 3 clusters Score -8829023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8829046.000000 Penalty: 5709.676270
	Iteration 31Q: 3 clusters Score -8829046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98617 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8829057.000000 Penalty: 5709.676270
	Iteration 32Q: 3 clusters Score -8829057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8829058.000000 Penalty: 5709.676270
	Iteration 33Q: 3 clusters Score -8829058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8829051.000000 Penalty: 5709.676270
	Iteration 34Q: 3 clusters Score -8829051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8829065.000000 Penalty: 5709.676270
	Iteration 35Q: 3 clusters Score -8829065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8829069.000000 Penalty: 5709.676270
	Iteration 36Q: 3 clusters Score -8829069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8829071.000000 Penalty: 5709.676270
	Iteration 37Q: 3 clusters Score -8829071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8829077.000000 Penalty: 5709.676270
	Iteration 38Q: 3 clusters Score -8829077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8829075.000000 Penalty: 5709.676270
	Iteration 39Q: 3 clusters Score -8829075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8829075.000000 Penalty: 5709.676270
	Iteration 40F: 3 clusters Score -8829075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Entering Unmasked Estep 
Score: -7322684.000000 Penalty: 2783.790771
	Iteration 0F: 2 clusters Score -7322684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -7272430.500000 Penalty: 5567.581543
	Iteration 0F: 3 clusters Score -7272430 nChanged 35123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7292124.500000 Penalty: 5567.581543
	Iteration 1F: 3 clusters Score -7292124 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -7293005.000000 Penalty: 5567.581543
	Iteration 2Q: 3 clusters Score -7293005 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7293851.500000 Penalty: 5567.581543
	Iteration 3Q: 3 clusters Score -7293852 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7294736.000000 Penalty: 5567.581543
	Iteration 4Q: 3 clusters Score -7294736 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7295699.500000 Penalty: 5567.581543
	Iteration 5Q: 3 clusters Score -7295700 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7296690.000000 Penalty: 5567.581543
	Iteration 6Q: 3 clusters Score -7296690 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -7297689.000000 Penalty: 5567.581543
	Iteration 7Q: 3 clusters Score -7297689 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7298678.000000 Penalty: 5567.581543
	Iteration 8Q: 3 clusters Score -7298678 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7299614.500000 Penalty: 5567.581543
	Iteration 9Q: 3 clusters Score -7299614 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7300618.000000 Penalty: 5567.581543
	Iteration 10Q: 3 clusters Score -7300618 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -7301684.000000 Penalty: 5567.581543
	Iteration 11Q: 3 clusters Score -7301684 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -7302846.500000 Penalty: 5567.581543
	Iteration 12Q: 3 clusters Score -7302846 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7304121.000000 Penalty: 5567.581543
	Iteration 13Q: 3 clusters Score -7304121 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7305541.000000 Penalty: 5567.581543
	Iteration 14Q: 3 clusters Score -7305541 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -7307054.000000 Penalty: 5567.581543
	Iteration 15Q: 3 clusters Score -7307054 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -7308359.500000 Penalty: 5567.581543
	Iteration 16Q: 3 clusters Score -7308360 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -7309277.500000 Penalty: 5567.581543
	Iteration 17Q: 3 clusters Score -7309278 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -7309899.000000 Penalty: 5567.581543
	Iteration 18Q: 3 clusters Score -7309899 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -7310417.500000 Penalty: 5567.581543
	Iteration 19Q: 3 clusters Score -7310418 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -7310884.000000 Penalty: 5567.581543
	Iteration 20F: 3 clusters Score -7310884 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -7311410.500000 Penalty: 5567.581543
	Iteration 21Q: 3 clusters Score -7311410 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -7311996.500000 Penalty: 5567.581543
	Iteration 22Q: 3 clusters Score -7311996 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7312742.000000 Penalty: 5567.581543
	Iteration 23Q: 3 clusters Score -7312742 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -7313520.000000 Penalty: 5567.581543
	Iteration 24Q: 3 clusters Score -7313520 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -7314328.500000 Penalty: 5567.581543
	Iteration 25Q: 3 clusters Score -7314328 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -7315238.000000 Penalty: 5567.581543
	Iteration 26Q: 3 clusters Score -7315238 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -7315993.000000 Penalty: 5567.581543
	Iteration 27Q: 3 clusters Score -7315993 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7316758.500000 Penalty: 5567.581543
	Iteration 28Q: 3 clusters Score -7316758 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -7317407.000000 Penalty: 5567.581543
	Iteration 29Q: 3 clusters Score -7317407 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -7317935.000000 Penalty: 5567.581543
	Iteration 30Q: 3 clusters Score -7317935 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -7318409.500000 Penalty: 5567.581543
	Iteration 31Q: 3 clusters Score -7318410 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -7318853.500000 Penalty: 5567.581543
	Iteration 32Q: 3 clusters Score -7318854 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7319291.500000 Penalty: 5567.581543
	Iteration 33Q: 3 clusters Score -7319292 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -7319644.000000 Penalty: 5567.581543
	Iteration 34Q: 3 clusters Score -7319644 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -7319967.500000 Penalty: 5567.581543
	Iteration 35Q: 3 clusters Score -7319968 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -7320323.000000 Penalty: 5567.581543
	Iteration 36Q: 3 clusters Score -7320323 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 68374 members 
Entering Unmasked Estep 
Score: -7320587.500000 Penalty: 5567.581543
	Iteration 37Q: 3 clusters Score -7320588 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -7320861.500000 Penalty: 5567.581543
	Iteration 38Q: 3 clusters Score -7320862 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -7321108.000000 Penalty: 5567.581543
	Iteration 39Q: 3 clusters Score -7321108 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -7321334.500000 Penalty: 5567.581543
	Iteration 40F: 3 clusters Score -7321334 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -7321437.000000 Penalty: 5567.581543
	Iteration 41Q: 3 clusters Score -7321437 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -7321553.000000 Penalty: 5567.581543
	Iteration 42Q: 3 clusters Score -7321553 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -7321632.000000 Penalty: 5567.581543
	Iteration 43Q: 3 clusters Score -7321632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -7321688.500000 Penalty: 5567.581543
	Iteration 44Q: 3 clusters Score -7321688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -7321726.000000 Penalty: 5567.581543
	Iteration 45Q: 3 clusters Score -7321726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -7321759.000000 Penalty: 5567.581543
	Iteration 46Q: 3 clusters Score -7321759 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -7321797.500000 Penalty: 5567.581543
	Iteration 47Q: 3 clusters Score -7321798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -7321813.000000 Penalty: 5567.581543
	Iteration 48Q: 3 clusters Score -7321813 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -7321823.500000 Penalty: 5567.581543
	Iteration 49Q: 3 clusters Score -7321824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -7321845.000000 Penalty: 5567.581543
	Iteration 50Q: 3 clusters Score -7321845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -7321837.000000 Penalty: 5567.581543
	Iteration 51Q: 3 clusters Score -7321837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -7321837.500000 Penalty: 5567.581543
	Iteration 52Q: 3 clusters Score -7321838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -7321824.500000 Penalty: 5567.581543
	Iteration 53Q: 3 clusters Score -7321824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -7321848.000000 Penalty: 5567.581543
	Iteration 54Q: 3 clusters Score -7321848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -7321852.500000 Penalty: 5567.581543
	Iteration 55Q: 3 clusters Score -7321852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -7321857.500000 Penalty: 5567.581543
	Iteration 56Q: 3 clusters Score -7321858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -7321856.000000 Penalty: 5567.581543
	Iteration 57Q: 3 clusters Score -7321856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -7321850.500000 Penalty: 5567.581543
	Iteration 58Q: 3 clusters Score -7321850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -7321852.000000 Penalty: 5567.581543
	Iteration 59Q: 3 clusters Score -7321852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -7321857.000000 Penalty: 5567.581543
	Iteration 60F: 3 clusters Score -7321857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -7321869.500000 Penalty: 5567.581543
	Iteration 61Q: 3 clusters Score -7321870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -7321870.500000 Penalty: 5567.581543
	Iteration 62Q: 3 clusters Score -7321870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -7321867.500000 Penalty: 5567.581543
	Iteration 63Q: 3 clusters Score -7321868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -7321869.500000 Penalty: 5567.581543
	Iteration 64Q: 3 clusters Score -7321870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -7321870.000000 Penalty: 5567.581543
	Iteration 65Q: 3 clusters Score -7321870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -7321873.500000 Penalty: 5567.581543
	Iteration 66Q: 3 clusters Score -7321874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -7321884.000000 Penalty: 5567.581543
	Iteration 67Q: 3 clusters Score -7321884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -7321894.000000 Penalty: 5567.581543
	Iteration 68Q: 3 clusters Score -7321894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -7321898.500000 Penalty: 5567.581543
	Iteration 69Q: 3 clusters Score -7321898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -7321904.500000 Penalty: 5567.581543
	Iteration 70Q: 3 clusters Score -7321904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -7321910.000000 Penalty: 5567.581543
	Iteration 71Q: 3 clusters Score -7321910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -7321915.500000 Penalty: 5567.581543
	Iteration 72Q: 3 clusters Score -7321916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -7321906.500000 Penalty: 5567.581543
	Iteration 73Q: 3 clusters Score -7321906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -7321909.500000 Penalty: 5567.581543
	Iteration 74Q: 3 clusters Score -7321910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -7321913.000000 Penalty: 5567.581543
	Iteration 75Q: 3 clusters Score -7321913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -7321913.500000 Penalty: 5567.581543
	Iteration 76Q: 3 clusters Score -7321914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -7321909.000000 Penalty: 5567.581543
	Iteration 77Q: 3 clusters Score -7321909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -7321913.000000 Penalty: 5567.581543
	Iteration 78Q: 3 clusters Score -7321913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -7321923.000000 Penalty: 5567.581543
	Iteration 79Q: 3 clusters Score -7321923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -7321918.000000 Penalty: 5567.581543
	Iteration 80F: 3 clusters Score -7321918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -7321916.500000 Penalty: 5567.581543
	Iteration 81Q: 3 clusters Score -7321916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -7321917.500000 Penalty: 5567.581543
	Iteration 82Q: 3 clusters Score -7321918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -7321917.000000 Penalty: 5567.581543
	Iteration 83Q: 3 clusters Score -7321917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -7321921.000000 Penalty: 5567.581543
	Iteration 84Q: 3 clusters Score -7321921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -7321923.000000 Penalty: 5567.581543
	Iteration 85Q: 3 clusters Score -7321923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -7321921.000000 Penalty: 5567.581543
	Iteration 86Q: 3 clusters Score -7321921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -7321922.000000 Penalty: 5567.581543
	Iteration 87Q: 3 clusters Score -7321922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -7321923.500000 Penalty: 5567.581543
	Iteration 88Q: 3 clusters Score -7321924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -7321926.500000 Penalty: 5567.581543
	Iteration 89Q: 3 clusters Score -7321926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -7321927.500000 Penalty: 5567.581543
	Iteration 90Q: 3 clusters Score -7321928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -7321927.500000 Penalty: 5567.581543
	Iteration 91Q: 3 clusters Score -7321928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -7321932.500000 Penalty: 5567.581543
	Iteration 92Q: 3 clusters Score -7321932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -7321930.000000 Penalty: 5567.581543
	Iteration 93Q: 3 clusters Score -7321930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -7321933.000000 Penalty: 5567.581543
	Iteration 94Q: 3 clusters Score -7321933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -7321934.500000 Penalty: 5567.581543
	Iteration 95Q: 3 clusters Score -7321934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -7321933.000000 Penalty: 5567.581543
	Iteration 96Q: 3 clusters Score -7321933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -7321951.500000 Penalty: 5567.581543
	Iteration 97Q: 3 clusters Score -7321952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -7321944.500000 Penalty: 5567.581543
	Iteration 98Q: 3 clusters Score -7321944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -7321945.500000 Penalty: 5567.581543
	Iteration 99Q: 3 clusters Score -7321946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -7321946.500000 Penalty: 5567.581543
	Iteration 100F: 3 clusters Score -7321946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -217251.906250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -217251.9 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 1144 members 
Entering Unmasked Estep 
Score: -214446.843750 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -214446.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -215003.359375 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -215003.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -215143.234375 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -215143.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -215212.140625 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -215212.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215261.578125 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -215261.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -215302.687500 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -215302.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215340.843750 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -215340.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215391.046875 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -215391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215463.250000 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -215463.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -215525.625000 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -215525.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -215583.875000 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -215583.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -215646.171875 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -215646.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215704.718750 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -215704.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215747.875000 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -215747.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -215786.953125 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -215787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -215832.703125 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -215832.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215864.593750 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -215864.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -215883.625000 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -215883.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215901.343750 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -215901.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -215914.609375 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -215914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -215926.250000 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -215926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -215943.453125 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -215943.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215951.718750 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -215951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215960.937500 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -215960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215966.656250 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -215966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -215971.515625 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -215971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -215980.328125 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -215980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -215994.734375 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -215994.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216011.718750 Penalty: 3841.736084
	Iteration 28Q: 3 clusters Score -216011.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -216051.765625 Penalty: 3841.736084
	Iteration 29Q: 3 clusters Score -216051.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -216176.906250 Penalty: 3841.736084
	Iteration 30Q: 3 clusters Score -216176.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -216314.125000 Penalty: 3841.736084
	Iteration 31Q: 3 clusters Score -216314.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -216368.234375 Penalty: 3841.736084
	Iteration 32Q: 3 clusters Score -216368.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216407.593750 Penalty: 3841.736084
	Iteration 33Q: 3 clusters Score -216407.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -216422.265625 Penalty: 3841.736084
	Iteration 34Q: 3 clusters Score -216422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -216431.484375 Penalty: 3841.736084
	Iteration 35Q: 3 clusters Score -216431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -216439.593750 Penalty: 3841.736084
	Iteration 36Q: 3 clusters Score -216439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216448.062500 Penalty: 3841.736084
	Iteration 37Q: 3 clusters Score -216448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -216455.375000 Penalty: 3841.736084
	Iteration 38Q: 3 clusters Score -216455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -216460.593750 Penalty: 3841.736084
	Iteration 39Q: 3 clusters Score -216460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216463.609375 Penalty: 3841.736084
	Iteration 40F: 3 clusters Score -216463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Entering Unmasked Estep 
Score: -1997981.875000 Penalty: 2464.476562
	Iteration 0F: 2 clusters Score -1997982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1983498.750000 Penalty: 4928.953125
	Iteration 0F: 3 clusters Score -1983499 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1988586.875000 Penalty: 4928.953125
	Iteration 1F: 3 clusters Score -1988587 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1989181.375000 Penalty: 4928.953125
	Iteration 2F: 3 clusters Score -1989181 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1989808.000000 Penalty: 4928.953125
	Iteration 3F: 3 clusters Score -1989808 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1990471.875000 Penalty: 4928.953125
	Iteration 4F: 3 clusters Score -1990472 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1991141.250000 Penalty: 4928.953125
	Iteration 5F: 3 clusters Score -1991141 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1991859.000000 Penalty: 4928.953125
	Iteration 6F: 3 clusters Score -1991859 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1992548.750000 Penalty: 4928.953125
	Iteration 7F: 3 clusters Score -1992549 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1993100.500000 Penalty: 4928.953125
	Iteration 8Q: 3 clusters Score -1993100 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1993572.250000 Penalty: 4928.953125
	Iteration 9Q: 3 clusters Score -1993572 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1993908.750000 Penalty: 4928.953125
	Iteration 10Q: 3 clusters Score -1993909 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1994226.250000 Penalty: 4928.953125
	Iteration 11Q: 3 clusters Score -1994226 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1994518.625000 Penalty: 4928.953125
	Iteration 12Q: 3 clusters Score -1994519 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1994791.375000 Penalty: 4928.953125
	Iteration 13Q: 3 clusters Score -1994791 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1995002.750000 Penalty: 4928.953125
	Iteration 14Q: 3 clusters Score -1995003 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1995184.375000 Penalty: 4928.953125
	Iteration 15Q: 3 clusters Score -1995184 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1995292.000000 Penalty: 4928.953125
	Iteration 16Q: 3 clusters Score -1995292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1995385.875000 Penalty: 4928.953125
	Iteration 17Q: 3 clusters Score -1995386 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1995455.625000 Penalty: 4928.953125
	Iteration 18Q: 3 clusters Score -1995456 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1995519.625000 Penalty: 4928.953125
	Iteration 19Q: 3 clusters Score -1995520 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1995562.875000 Penalty: 4928.953125
	Iteration 20F: 3 clusters Score -1995563 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1995611.125000 Penalty: 4928.953125
	Iteration 21Q: 3 clusters Score -1995611 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1995662.250000 Penalty: 4928.953125
	Iteration 22Q: 3 clusters Score -1995662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1995707.250000 Penalty: 4928.953125
	Iteration 23Q: 3 clusters Score -1995707 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1995767.500000 Penalty: 4928.953125
	Iteration 24Q: 3 clusters Score -1995768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1995821.250000 Penalty: 4928.953125
	Iteration 25Q: 3 clusters Score -1995821 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1995876.875000 Penalty: 4928.953125
	Iteration 26Q: 3 clusters Score -1995877 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1995946.750000 Penalty: 4928.953125
	Iteration 27Q: 3 clusters Score -1995947 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1995988.500000 Penalty: 4928.953125
	Iteration 28Q: 3 clusters Score -1995988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1996036.750000 Penalty: 4928.953125
	Iteration 29Q: 3 clusters Score -1996037 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1996079.750000 Penalty: 4928.953125
	Iteration 30Q: 3 clusters Score -1996080 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1996118.000000 Penalty: 4928.953125
	Iteration 31Q: 3 clusters Score -1996118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1996156.500000 Penalty: 4928.953125
	Iteration 32Q: 3 clusters Score -1996156 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1996194.625000 Penalty: 4928.953125
	Iteration 33Q: 3 clusters Score -1996195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1996227.375000 Penalty: 4928.953125
	Iteration 34Q: 3 clusters Score -1996227 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1996262.625000 Penalty: 4928.953125
	Iteration 35Q: 3 clusters Score -1996263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1996287.250000 Penalty: 4928.953125
	Iteration 36Q: 3 clusters Score -1996287 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1996316.000000 Penalty: 4928.953125
	Iteration 37Q: 3 clusters Score -1996316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1996352.500000 Penalty: 4928.953125
	Iteration 38Q: 3 clusters Score -1996352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1996377.625000 Penalty: 4928.953125
	Iteration 39Q: 3 clusters Score -1996378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1996401.000000 Penalty: 4928.953125
	Iteration 40F: 3 clusters Score -1996401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1996411.875000 Penalty: 4928.953125
	Iteration 41Q: 3 clusters Score -1996412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1996433.875000 Penalty: 4928.953125
	Iteration 42Q: 3 clusters Score -1996434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1996450.125000 Penalty: 4928.953125
	Iteration 43Q: 3 clusters Score -1996450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1996468.750000 Penalty: 4928.953125
	Iteration 44Q: 3 clusters Score -1996469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1996477.875000 Penalty: 4928.953125
	Iteration 45Q: 3 clusters Score -1996478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1996495.000000 Penalty: 4928.953125
	Iteration 46Q: 3 clusters Score -1996495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1996506.750000 Penalty: 4928.953125
	Iteration 47Q: 3 clusters Score -1996507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1996510.375000 Penalty: 4928.953125
	Iteration 48Q: 3 clusters Score -1996510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1996520.500000 Penalty: 4928.953125
	Iteration 49Q: 3 clusters Score -1996520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1996531.500000 Penalty: 4928.953125
	Iteration 50Q: 3 clusters Score -1996532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1996542.500000 Penalty: 4928.953125
	Iteration 51Q: 3 clusters Score -1996542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1996548.125000 Penalty: 4928.953125
	Iteration 52Q: 3 clusters Score -1996548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1996558.000000 Penalty: 4928.953125
	Iteration 53Q: 3 clusters Score -1996558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1996566.875000 Penalty: 4928.953125
	Iteration 54Q: 3 clusters Score -1996567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1996572.125000 Penalty: 4928.953125
	Iteration 55Q: 3 clusters Score -1996572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1996583.500000 Penalty: 4928.953125
	Iteration 56Q: 3 clusters Score -1996584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1996587.000000 Penalty: 4928.953125
	Iteration 57Q: 3 clusters Score -1996587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1996596.625000 Penalty: 4928.953125
	Iteration 58Q: 3 clusters Score -1996597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1996610.125000 Penalty: 4928.953125
	Iteration 59Q: 3 clusters Score -1996610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1996610.875000 Penalty: 4928.953125
	Iteration 60F: 3 clusters Score -1996611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1996621.125000 Penalty: 4928.953125
	Iteration 61Q: 3 clusters Score -1996621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1996637.000000 Penalty: 4928.953125
	Iteration 62Q: 3 clusters Score -1996637 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1996646.625000 Penalty: 4928.953125
	Iteration 63Q: 3 clusters Score -1996647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1996656.625000 Penalty: 4928.953125
	Iteration 64Q: 3 clusters Score -1996657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1996661.500000 Penalty: 4928.953125
	Iteration 65Q: 3 clusters Score -1996662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1996678.125000 Penalty: 4928.953125
	Iteration 66Q: 3 clusters Score -1996678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1996679.375000 Penalty: 4928.953125
	Iteration 67Q: 3 clusters Score -1996679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1996687.250000 Penalty: 4928.953125
	Iteration 68Q: 3 clusters Score -1996687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1996696.750000 Penalty: 4928.953125
	Iteration 69Q: 3 clusters Score -1996697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1996698.625000 Penalty: 4928.953125
	Iteration 70Q: 3 clusters Score -1996699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1996712.000000 Penalty: 4928.953125
	Iteration 71Q: 3 clusters Score -1996712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1996718.750000 Penalty: 4928.953125
	Iteration 72Q: 3 clusters Score -1996719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1996728.375000 Penalty: 4928.953125
	Iteration 73Q: 3 clusters Score -1996728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1996734.625000 Penalty: 4928.953125
	Iteration 74Q: 3 clusters Score -1996735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1996734.625000 Penalty: 4928.953125
	Iteration 75Q: 3 clusters Score -1996735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1996732.500000 Penalty: 4928.953125
	Iteration 76Q: 3 clusters Score -1996732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1996742.500000 Penalty: 4928.953125
	Iteration 77Q: 3 clusters Score -1996742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1996746.625000 Penalty: 4928.953125
	Iteration 78Q: 3 clusters Score -1996747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1996746.125000 Penalty: 4928.953125
	Iteration 79Q: 3 clusters Score -1996746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1996748.875000 Penalty: 4928.953125
	Iteration 80F: 3 clusters Score -1996749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1996749.750000 Penalty: 4928.953125
	Iteration 81Q: 3 clusters Score -1996750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1996755.625000 Penalty: 4928.953125
	Iteration 82Q: 3 clusters Score -1996756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1996756.250000 Penalty: 4928.953125
	Iteration 83Q: 3 clusters Score -1996756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1996758.375000 Penalty: 4928.953125
	Iteration 84Q: 3 clusters Score -1996758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1996757.500000 Penalty: 4928.953125
	Iteration 85Q: 3 clusters Score -1996758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1996755.000000 Penalty: 4928.953125
	Iteration 86Q: 3 clusters Score -1996755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1996760.125000 Penalty: 4928.953125
	Iteration 87Q: 3 clusters Score -1996760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1996757.875000 Penalty: 4928.953125
	Iteration 88Q: 3 clusters Score -1996758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1996758.000000 Penalty: 4928.953125
	Iteration 89Q: 3 clusters Score -1996758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1996759.250000 Penalty: 4928.953125
	Iteration 90Q: 3 clusters Score -1996759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1996761.125000 Penalty: 4928.953125
	Iteration 91Q: 3 clusters Score -1996761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1996759.875000 Penalty: 4928.953125
	Iteration 92Q: 3 clusters Score -1996760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1996759.125000 Penalty: 4928.953125
	Iteration 93Q: 3 clusters Score -1996759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1996759.500000 Penalty: 4928.953125
	Iteration 94Q: 3 clusters Score -1996760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1996760.750000 Penalty: 4928.953125
	Iteration 95Q: 3 clusters Score -1996761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1996762.500000 Penalty: 4928.953125
	Iteration 96Q: 3 clusters Score -1996762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1996762.125000 Penalty: 4928.953125
	Iteration 97Q: 3 clusters Score -1996762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1996763.000000 Penalty: 4928.953125
	Iteration 98Q: 3 clusters Score -1996763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1996763.000000 Penalty: 4928.953125
	Iteration 99F: 3 clusters Score -1996763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Entering Unmasked Estep 
Score: -1907241.750000 Penalty: 2461.400879
	Iteration 0F: 2 clusters Score -1907242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1893025.000000 Penalty: 4922.801758
	Iteration 0F: 3 clusters Score -1893025 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1898226.250000 Penalty: 4922.801758
	Iteration 1F: 3 clusters Score -1898226 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1899307.250000 Penalty: 4922.801758
	Iteration 2F: 3 clusters Score -1899307 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1900381.750000 Penalty: 4922.801758
	Iteration 3F: 3 clusters Score -1900382 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1901401.625000 Penalty: 4922.801758
	Iteration 4F: 3 clusters Score -1901402 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1902431.125000 Penalty: 4922.801758
	Iteration 5F: 3 clusters Score -1902431 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1903307.000000 Penalty: 4922.801758
	Iteration 6F: 3 clusters Score -1903307 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1903938.375000 Penalty: 4922.801758
	Iteration 7Q: 3 clusters Score -1903938 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1904318.250000 Penalty: 4922.801758
	Iteration 8Q: 3 clusters Score -1904318 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1904554.375000 Penalty: 4922.801758
	Iteration 9Q: 3 clusters Score -1904554 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1904684.875000 Penalty: 4922.801758
	Iteration 10Q: 3 clusters Score -1904685 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1904749.500000 Penalty: 4922.801758
	Iteration 11Q: 3 clusters Score -1904750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1904770.750000 Penalty: 4922.801758
	Iteration 12Q: 3 clusters Score -1904771 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1904804.875000 Penalty: 4922.801758
	Iteration 13Q: 3 clusters Score -1904805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1904827.250000 Penalty: 4922.801758
	Iteration 14Q: 3 clusters Score -1904827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1904833.500000 Penalty: 4922.801758
	Iteration 15Q: 3 clusters Score -1904834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1904854.250000 Penalty: 4922.801758
	Iteration 16Q: 3 clusters Score -1904854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1904866.375000 Penalty: 4922.801758
	Iteration 17Q: 3 clusters Score -1904866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1904871.875000 Penalty: 4922.801758
	Iteration 18Q: 3 clusters Score -1904872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1904884.000000 Penalty: 4922.801758
	Iteration 19Q: 3 clusters Score -1904884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1904889.875000 Penalty: 4922.801758
	Iteration 20F: 3 clusters Score -1904890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1904895.750000 Penalty: 4922.801758
	Iteration 21Q: 3 clusters Score -1904896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1904901.625000 Penalty: 4922.801758
	Iteration 22Q: 3 clusters Score -1904902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1904908.500000 Penalty: 4922.801758
	Iteration 23Q: 3 clusters Score -1904908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1904915.250000 Penalty: 4922.801758
	Iteration 24Q: 3 clusters Score -1904915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1904913.000000 Penalty: 4922.801758
	Iteration 25Q: 3 clusters Score -1904913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1904919.250000 Penalty: 4922.801758
	Iteration 26Q: 3 clusters Score -1904919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1904927.875000 Penalty: 4922.801758
	Iteration 27Q: 3 clusters Score -1904928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1904928.875000 Penalty: 4922.801758
	Iteration 28Q: 3 clusters Score -1904929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1904931.625000 Penalty: 4922.801758
	Iteration 29Q: 3 clusters Score -1904932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1904936.250000 Penalty: 4922.801758
	Iteration 30Q: 3 clusters Score -1904936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1904944.875000 Penalty: 4922.801758
	Iteration 31Q: 3 clusters Score -1904945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1904945.625000 Penalty: 4922.801758
	Iteration 32Q: 3 clusters Score -1904946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1904955.000000 Penalty: 4922.801758
	Iteration 33Q: 3 clusters Score -1904955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1904957.000000 Penalty: 4922.801758
	Iteration 34Q: 3 clusters Score -1904957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1904961.875000 Penalty: 4922.801758
	Iteration 35Q: 3 clusters Score -1904962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1904960.875000 Penalty: 4922.801758
	Iteration 36Q: 3 clusters Score -1904961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1904961.625000 Penalty: 4922.801758
	Iteration 37Q: 3 clusters Score -1904962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1904964.000000 Penalty: 4922.801758
	Iteration 38Q: 3 clusters Score -1904964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1904963.000000 Penalty: 4922.801758
	Iteration 39Q: 3 clusters Score -1904963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1904968.000000 Penalty: 4922.801758
	Iteration 40F: 3 clusters Score -1904968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1904966.500000 Penalty: 4922.801758
	Iteration 41Q: 3 clusters Score -1904966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1904963.375000 Penalty: 4922.801758
	Iteration 42Q: 3 clusters Score -1904963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1904966.000000 Penalty: 4922.801758
	Iteration 43Q: 3 clusters Score -1904966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1904963.875000 Penalty: 4922.801758
	Iteration 44Q: 3 clusters Score -1904964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1904969.125000 Penalty: 4922.801758
	Iteration 45Q: 3 clusters Score -1904969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1904970.750000 Penalty: 4922.801758
	Iteration 46Q: 3 clusters Score -1904971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1904972.250000 Penalty: 4922.801758
	Iteration 47Q: 3 clusters Score -1904972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1904970.750000 Penalty: 4922.801758
	Iteration 48Q: 3 clusters Score -1904971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1904976.125000 Penalty: 4922.801758
	Iteration 49Q: 3 clusters Score -1904976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1904983.000000 Penalty: 4922.801758
	Iteration 50Q: 3 clusters Score -1904983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1904984.625000 Penalty: 4922.801758
	Iteration 51Q: 3 clusters Score -1904985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1904987.000000 Penalty: 4922.801758
	Iteration 52Q: 3 clusters Score -1904987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1904991.750000 Penalty: 4922.801758
	Iteration 53Q: 3 clusters Score -1904992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1904997.625000 Penalty: 4922.801758
	Iteration 54Q: 3 clusters Score -1904998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1904999.500000 Penalty: 4922.801758
	Iteration 55Q: 3 clusters Score -1905000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1904997.375000 Penalty: 4922.801758
	Iteration 56Q: 3 clusters Score -1904997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1905000.500000 Penalty: 4922.801758
	Iteration 57Q: 3 clusters Score -1905000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1905004.750000 Penalty: 4922.801758
	Iteration 58Q: 3 clusters Score -1905005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1905003.375000 Penalty: 4922.801758
	Iteration 59Q: 3 clusters Score -1905003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1905002.125000 Penalty: 4922.801758
	Iteration 60F: 3 clusters Score -1905002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1905005.750000 Penalty: 4922.801758
	Iteration 61Q: 3 clusters Score -1905006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1905009.375000 Penalty: 4922.801758
	Iteration 62Q: 3 clusters Score -1905009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1905019.250000 Penalty: 4922.801758
	Iteration 63Q: 3 clusters Score -1905019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1905018.000000 Penalty: 4922.801758
	Iteration 64Q: 3 clusters Score -1905018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1905021.625000 Penalty: 4922.801758
	Iteration 65Q: 3 clusters Score -1905022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1905022.875000 Penalty: 4922.801758
	Iteration 66Q: 3 clusters Score -1905023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1905026.125000 Penalty: 4922.801758
	Iteration 67Q: 3 clusters Score -1905026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1905027.000000 Penalty: 4922.801758
	Iteration 68Q: 3 clusters Score -1905027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1905025.375000 Penalty: 4922.801758
	Iteration 69Q: 3 clusters Score -1905025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1905026.375000 Penalty: 4922.801758
	Iteration 70Q: 3 clusters Score -1905026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1905030.250000 Penalty: 4922.801758
	Iteration 71Q: 3 clusters Score -1905030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1905025.875000 Penalty: 4922.801758
	Iteration 72Q: 3 clusters Score -1905026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1905026.875000 Penalty: 4922.801758
	Iteration 73Q: 3 clusters Score -1905027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1905032.750000 Penalty: 4922.801758
	Iteration 74Q: 3 clusters Score -1905033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1905034.750000 Penalty: 4922.801758
	Iteration 75Q: 3 clusters Score -1905035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1905036.375000 Penalty: 4922.801758
	Iteration 76Q: 3 clusters Score -1905036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1905037.375000 Penalty: 4922.801758
	Iteration 77Q: 3 clusters Score -1905037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1905040.375000 Penalty: 4922.801758
	Iteration 78Q: 3 clusters Score -1905040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1905036.625000 Penalty: 4922.801758
	Iteration 79Q: 3 clusters Score -1905037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1905035.375000 Penalty: 4922.801758
	Iteration 80F: 3 clusters Score -1905035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1905034.250000 Penalty: 4922.801758
	Iteration 81Q: 3 clusters Score -1905034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1905035.375000 Penalty: 4922.801758
	Iteration 82Q: 3 clusters Score -1905035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1905033.375000 Penalty: 4922.801758
	Iteration 83Q: 3 clusters Score -1905033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1905033.250000 Penalty: 4922.801758
	Iteration 84Q: 3 clusters Score -1905033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1905034.625000 Penalty: 4922.801758
	Iteration 85Q: 3 clusters Score -1905035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1905034.625000 Penalty: 4922.801758
	Iteration 86F: 3 clusters Score -1905035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Entering Unmasked Estep 
Score: -973824.437500 Penalty: 2275.739746
	Iteration 0F: 2 clusters Score -973824.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -966359.812500 Penalty: 4551.479492
	Iteration 0F: 3 clusters Score -966359.8 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -968463.750000 Penalty: 4551.479492
	Iteration 1F: 3 clusters Score -968463.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -968723.812500 Penalty: 4551.479492
	Iteration 2F: 3 clusters Score -968723.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -968911.500000 Penalty: 4551.479492
	Iteration 3Q: 3 clusters Score -968911.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -969062.000000 Penalty: 4551.479492
	Iteration 4Q: 3 clusters Score -969062 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -969172.250000 Penalty: 4551.479492
	Iteration 5Q: 3 clusters Score -969172.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -969281.750000 Penalty: 4551.479492
	Iteration 6Q: 3 clusters Score -969281.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -969395.937500 Penalty: 4551.479492
	Iteration 7Q: 3 clusters Score -969395.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -969516.875000 Penalty: 4551.479492
	Iteration 8Q: 3 clusters Score -969516.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -969644.187500 Penalty: 4551.479492
	Iteration 9Q: 3 clusters Score -969644.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -969798.375000 Penalty: 4551.479492
	Iteration 10Q: 3 clusters Score -969798.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -969969.687500 Penalty: 4551.479492
	Iteration 11Q: 3 clusters Score -969969.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -970150.937500 Penalty: 4551.479492
	Iteration 12Q: 3 clusters Score -970150.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -970367.187500 Penalty: 4551.479492
	Iteration 13Q: 3 clusters Score -970367.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -970605.250000 Penalty: 4551.479492
	Iteration 14Q: 3 clusters Score -970605.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -970839.937500 Penalty: 4551.479492
	Iteration 15Q: 3 clusters Score -970839.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -971065.312500 Penalty: 4551.479492
	Iteration 16Q: 3 clusters Score -971065.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -971272.687500 Penalty: 4551.479492
	Iteration 17Q: 3 clusters Score -971272.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -971433.125000 Penalty: 4551.479492
	Iteration 18Q: 3 clusters Score -971433.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -971563.750000 Penalty: 4551.479492
	Iteration 19Q: 3 clusters Score -971563.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -971654.375000 Penalty: 4551.479492
	Iteration 20F: 3 clusters Score -971654.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -971718.375000 Penalty: 4551.479492
	Iteration 21Q: 3 clusters Score -971718.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -971756.562500 Penalty: 4551.479492
	Iteration 22Q: 3 clusters Score -971756.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -971786.062500 Penalty: 4551.479492
	Iteration 23Q: 3 clusters Score -971786.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -971805.437500 Penalty: 4551.479492
	Iteration 24Q: 3 clusters Score -971805.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -971821.312500 Penalty: 4551.479492
	Iteration 25Q: 3 clusters Score -971821.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -971831.937500 Penalty: 4551.479492
	Iteration 26Q: 3 clusters Score -971831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -971834.875000 Penalty: 4551.479492
	Iteration 27Q: 3 clusters Score -971834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -971836.437500 Penalty: 4551.479492
	Iteration 28Q: 3 clusters Score -971836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -971843.000000 Penalty: 4551.479492
	Iteration 29Q: 3 clusters Score -971843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -971849.562500 Penalty: 4551.479492
	Iteration 30Q: 3 clusters Score -971849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -971853.187500 Penalty: 4551.479492
	Iteration 31Q: 3 clusters Score -971853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -971854.500000 Penalty: 4551.479492
	Iteration 32Q: 3 clusters Score -971854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -971854.500000 Penalty: 4551.479492
	Iteration 33F: 3 clusters Score -971854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -179457.453125 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -179457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176915.078125 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -176915.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -177335.468750 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -177335.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177443.421875 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -177443.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177501.703125 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -177501.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177539.171875 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -177539.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -177567.890625 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -177567.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177586.046875 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -177586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -177598.265625 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -177598.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177609.921875 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -177609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -177614.812500 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -177614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -177617.937500 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -177617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -177622.421875 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -177622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -177627.812500 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -177627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -177633.421875 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -177633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -177636.328125 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -177636.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177640.234375 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -177640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177645.531250 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -177645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177649.500000 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -177649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177651.734375 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -177651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177654.234375 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -177654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -177659.250000 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -177659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177664.421875 Penalty: 3742.775391
	Iteration 21Q: 3 clusters Score -177664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -177669.156250 Penalty: 3742.775391
	Iteration 22Q: 3 clusters Score -177669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177672.953125 Penalty: 3742.775391
	Iteration 23Q: 3 clusters Score -177673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177675.187500 Penalty: 3742.775391
	Iteration 24Q: 3 clusters Score -177675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177675.750000 Penalty: 3742.775391
	Iteration 25Q: 3 clusters Score -177675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177675.750000 Penalty: 3742.775391
	Iteration 26F: 3 clusters Score -177675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1062229.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1054176.875000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1054177 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1056580.000000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1056580 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1056855.875000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1056856 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1057080.375000 Penalty: 4592.056152
	Iteration 3Q: 3 clusters Score -1057080 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1057320.750000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -1057321 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1057547.375000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -1057547 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1057788.375000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1057788 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1058032.750000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1058033 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1058301.250000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1058301 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1058587.750000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1058588 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1058892.250000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1058892 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1059170.625000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1059171 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1059433.750000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1059434 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1059667.500000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1059668 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1059834.500000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1059834 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1059964.500000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1059964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1060048.875000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1060049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1060114.375000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1060114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1060148.000000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1060148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1060181.000000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1060181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1060202.875000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1060203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1060219.250000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1060219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1060230.125000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1060230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1060240.875000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1060241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1060245.875000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1060246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1060249.000000 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -1060249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1060255.625000 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -1060256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1060259.750000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -1060260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1060264.500000 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -1060264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1060272.250000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -1060272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1060276.875000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -1060277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1060278.000000 Penalty: 4592.056152
	Iteration 31Q: 3 clusters Score -1060278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1060278.000000 Penalty: 4592.056152
	Iteration 32F: 3 clusters Score -1060278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Entering Unmasked Estep 
Score: -3146040.500000 Penalty: 2577.286133
	Iteration 0F: 2 clusters Score -3146040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3123828.500000 Penalty: 5154.572266
	Iteration 0F: 3 clusters Score -3123828 nChanged 14788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3131722.250000 Penalty: 5154.572266
	Iteration 1F: 3 clusters Score -3131722 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3132151.000000 Penalty: 5154.572266
	Iteration 2Q: 3 clusters Score -3132151 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3132532.250000 Penalty: 5154.572266
	Iteration 3Q: 3 clusters Score -3132532 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3132905.000000 Penalty: 5154.572266
	Iteration 4Q: 3 clusters Score -3132905 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3133327.500000 Penalty: 5154.572266
	Iteration 5Q: 3 clusters Score -3133328 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3133786.250000 Penalty: 5154.572266
	Iteration 6Q: 3 clusters Score -3133786 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3134287.250000 Penalty: 5154.572266
	Iteration 7Q: 3 clusters Score -3134287 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3134842.250000 Penalty: 5154.572266
	Iteration 8Q: 3 clusters Score -3134842 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3135466.750000 Penalty: 5154.572266
	Iteration 9Q: 3 clusters Score -3135467 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3136231.250000 Penalty: 5154.572266
	Iteration 10Q: 3 clusters Score -3136231 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3136927.750000 Penalty: 5154.572266
	Iteration 11Q: 3 clusters Score -3136928 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3137706.250000 Penalty: 5154.572266
	Iteration 12Q: 3 clusters Score -3137706 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3138467.750000 Penalty: 5154.572266
	Iteration 13Q: 3 clusters Score -3138468 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3139063.500000 Penalty: 5154.572266
	Iteration 14Q: 3 clusters Score -3139064 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3139537.750000 Penalty: 5154.572266
	Iteration 15Q: 3 clusters Score -3139538 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3139890.750000 Penalty: 5154.572266
	Iteration 16Q: 3 clusters Score -3139891 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3140189.250000 Penalty: 5154.572266
	Iteration 17Q: 3 clusters Score -3140189 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3140449.250000 Penalty: 5154.572266
	Iteration 18Q: 3 clusters Score -3140449 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3140705.250000 Penalty: 5154.572266
	Iteration 19Q: 3 clusters Score -3140705 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3140947.000000 Penalty: 5154.572266
	Iteration 20F: 3 clusters Score -3140947 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3141178.750000 Penalty: 5154.572266
	Iteration 21Q: 3 clusters Score -3141179 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3141387.250000 Penalty: 5154.572266
	Iteration 22Q: 3 clusters Score -3141387 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3141596.750000 Penalty: 5154.572266
	Iteration 23Q: 3 clusters Score -3141597 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3141811.000000 Penalty: 5154.572266
	Iteration 24Q: 3 clusters Score -3141811 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3142039.000000 Penalty: 5154.572266
	Iteration 25Q: 3 clusters Score -3142039 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3142246.000000 Penalty: 5154.572266
	Iteration 26Q: 3 clusters Score -3142246 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3142434.250000 Penalty: 5154.572266
	Iteration 27Q: 3 clusters Score -3142434 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3142625.500000 Penalty: 5154.572266
	Iteration 28Q: 3 clusters Score -3142626 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3142820.750000 Penalty: 5154.572266
	Iteration 29Q: 3 clusters Score -3142821 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3142990.000000 Penalty: 5154.572266
	Iteration 30Q: 3 clusters Score -3142990 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3143145.000000 Penalty: 5154.572266
	Iteration 31Q: 3 clusters Score -3143145 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3143284.000000 Penalty: 5154.572266
	Iteration 32Q: 3 clusters Score -3143284 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3143410.500000 Penalty: 5154.572266
	Iteration 33Q: 3 clusters Score -3143410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -3143526.500000 Penalty: 5154.572266
	Iteration 34Q: 3 clusters Score -3143526 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3143627.250000 Penalty: 5154.572266
	Iteration 35Q: 3 clusters Score -3143627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3143707.000000 Penalty: 5154.572266
	Iteration 36Q: 3 clusters Score -3143707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3143768.250000 Penalty: 5154.572266
	Iteration 37Q: 3 clusters Score -3143768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3143826.250000 Penalty: 5154.572266
	Iteration 38Q: 3 clusters Score -3143826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3143860.500000 Penalty: 5154.572266
	Iteration 39Q: 3 clusters Score -3143860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -3143887.500000 Penalty: 5154.572266
	Iteration 40F: 3 clusters Score -3143888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3143916.750000 Penalty: 5154.572266
	Iteration 41Q: 3 clusters Score -3143917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3143937.750000 Penalty: 5154.572266
	Iteration 42Q: 3 clusters Score -3143938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3143956.000000 Penalty: 5154.572266
	Iteration 43Q: 3 clusters Score -3143956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3143962.000000 Penalty: 5154.572266
	Iteration 44Q: 3 clusters Score -3143962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3143969.500000 Penalty: 5154.572266
	Iteration 45Q: 3 clusters Score -3143970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3143976.750000 Penalty: 5154.572266
	Iteration 46Q: 3 clusters Score -3143977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3143977.250000 Penalty: 5154.572266
	Iteration 47Q: 3 clusters Score -3143977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3143977.500000 Penalty: 5154.572266
	Iteration 48Q: 3 clusters Score -3143978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -3143978.750000 Penalty: 5154.572266
	Iteration 49Q: 3 clusters Score -3143979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -3143980.250000 Penalty: 5154.572266
	Iteration 50Q: 3 clusters Score -3143980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3143980.750000 Penalty: 5154.572266
	Iteration 51Q: 3 clusters Score -3143981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3143981.250000 Penalty: 5154.572266
	Iteration 52Q: 3 clusters Score -3143981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3143982.750000 Penalty: 5154.572266
	Iteration 53Q: 3 clusters Score -3143983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3143985.250000 Penalty: 5154.572266
	Iteration 54Q: 3 clusters Score -3143985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3143984.000000 Penalty: 5154.572266
	Iteration 55Q: 3 clusters Score -3143984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3143984.000000 Penalty: 5154.572266
	Iteration 56F: 3 clusters Score -3143984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -273984.187500 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -273984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270792.093750 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -270792.1 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -271476.937500 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -271476.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -271650.593750 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -271650.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -271743.593750 Penalty: 3954.514160
	Iteration 3Q: 3 clusters Score -271743.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -271817.812500 Penalty: 3954.514160
	Iteration 4Q: 3 clusters Score -271817.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -271885.125000 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -271885.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -271943.468750 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -271943.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -271990.500000 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -271990.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -272018.750000 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -272018.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -272042.843750 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -272042.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -272065.156250 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -272065.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -272083.281250 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -272083.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -272098.062500 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -272098.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -272113.750000 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -272113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -272133.406250 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -272133.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -272154.781250 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -272154.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -272174.062500 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -272174.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -272187.250000 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -272187.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -272206.562500 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -272206.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -272225.343750 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -272225.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -272240.843750 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -272240.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -272254.093750 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -272254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -272270.531250 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -272270.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -272284.500000 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -272284.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -272293.593750 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -272293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -272299.312500 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -272299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -272302.656250 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -272302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -272305.656250 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -272305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -272307.718750 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -272307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -272310.937500 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -272310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -272311.906250 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -272311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -272313.125000 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -272313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -272315.312500 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -272315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -272315.718750 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -272315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -272315.718750 Penalty: 3954.514160
	Iteration 34F: 3 clusters Score -272315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -339417.625000 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -339417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -335810.156250 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -335810.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -336585.750000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -336585.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -336736.375000 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -336736.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -336827.843750 Penalty: 4054.652588
	Iteration 3Q: 3 clusters Score -336827.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -336890.625000 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -336890.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -336940.500000 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -336940.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -336979.562500 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -336979.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -337016.781250 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -337016.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -337049.468750 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -337049.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -337082.312500 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -337082.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -337108.781250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -337108.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -337127.406250 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -337127.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -337143.343750 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -337143.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -337162.906250 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -337162.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -337174.656250 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -337174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -337188.437500 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -337188.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -337204.812500 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -337204.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337221.375000 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -337221.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -337232.218750 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -337232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -337239.375000 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -337239.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -337251.531250 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -337251.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337260.250000 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -337260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337266.875000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -337266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -337276.281250 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -337276.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -337281.781250 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -337281.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -337288.250000 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -337288.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -337297.375000 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -337297.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -337307.750000 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -337307.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -337315.718750 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -337315.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337329.500000 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -337329.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -337345.937500 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -337345.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -337366.156250 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -337366.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -337390.625000 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -337390.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -337412.937500 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -337412.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -337444.031250 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -337444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -337472.812500 Penalty: 4054.652588
	Iteration 35Q: 3 clusters Score -337472.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -337509.375000 Penalty: 4054.652588
	Iteration 36Q: 3 clusters Score -337509.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -337552.656250 Penalty: 4054.652588
	Iteration 37Q: 3 clusters Score -337552.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -337583.312500 Penalty: 4054.652588
	Iteration 38Q: 3 clusters Score -337583.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -337609.968750 Penalty: 4054.652588
	Iteration 39Q: 3 clusters Score -337610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -337632.562500 Penalty: 4054.652588
	Iteration 40F: 3 clusters Score -337632.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -337654.312500 Penalty: 4054.652588
	Iteration 41Q: 3 clusters Score -337654.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -337679.625000 Penalty: 4054.652588
	Iteration 42Q: 3 clusters Score -337679.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -337699.000000 Penalty: 4054.652588
	Iteration 43Q: 3 clusters Score -337699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -337711.968750 Penalty: 4054.652588
	Iteration 44Q: 3 clusters Score -337712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -337720.406250 Penalty: 4054.652588
	Iteration 45Q: 3 clusters Score -337720.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -337731.468750 Penalty: 4054.652588
	Iteration 46Q: 3 clusters Score -337731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -337740.625000 Penalty: 4054.652588
	Iteration 47Q: 3 clusters Score -337740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -337750.968750 Penalty: 4054.652588
	Iteration 48Q: 3 clusters Score -337751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -337759.781250 Penalty: 4054.652588
	Iteration 49Q: 3 clusters Score -337759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -337765.093750 Penalty: 4054.652588
	Iteration 50Q: 3 clusters Score -337765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -337771.000000 Penalty: 4054.652588
	Iteration 51Q: 3 clusters Score -337771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -337773.937500 Penalty: 4054.652588
	Iteration 52Q: 3 clusters Score -337773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -337777.750000 Penalty: 4054.652588
	Iteration 53Q: 3 clusters Score -337777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -337780.625000 Penalty: 4054.652588
	Iteration 54Q: 3 clusters Score -337780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -337784.531250 Penalty: 4054.652588
	Iteration 55Q: 3 clusters Score -337784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -337787.687500 Penalty: 4054.652588
	Iteration 56Q: 3 clusters Score -337787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -337790.281250 Penalty: 4054.652588
	Iteration 57Q: 3 clusters Score -337790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -337794.843750 Penalty: 4054.652588
	Iteration 58Q: 3 clusters Score -337794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -337799.437500 Penalty: 4054.652588
	Iteration 59Q: 3 clusters Score -337799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -337801.406250 Penalty: 4054.652588
	Iteration 60F: 3 clusters Score -337801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -337804.500000 Penalty: 4054.652588
	Iteration 61Q: 3 clusters Score -337804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -337807.875000 Penalty: 4054.652588
	Iteration 62Q: 3 clusters Score -337807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -337810.093750 Penalty: 4054.652588
	Iteration 63Q: 3 clusters Score -337810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -337811.125000 Penalty: 4054.652588
	Iteration 64Q: 3 clusters Score -337811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -337813.968750 Penalty: 4054.652588
	Iteration 65Q: 3 clusters Score -337814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -337814.500000 Penalty: 4054.652588
	Iteration 66Q: 3 clusters Score -337814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -337814.531250 Penalty: 4054.652588
	Iteration 67Q: 3 clusters Score -337814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -337814.531250 Penalty: 4054.652588
	Iteration 68F: 3 clusters Score -337814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -280642.062500 Penalty: 1989.027100
	Iteration 0F: 2 clusters Score -280642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -277331.937500 Penalty: 3978.054199
	Iteration 0F: 3 clusters Score -277331.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -278036.437500 Penalty: 3978.054199
	Iteration 1F: 3 clusters Score -278036.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -278209.250000 Penalty: 3978.054199
	Iteration 2F: 3 clusters Score -278209.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -278321.812500 Penalty: 3978.054199
	Iteration 3F: 3 clusters Score -278321.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -278403.875000 Penalty: 3978.054199
	Iteration 4Q: 3 clusters Score -278403.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -278474.187500 Penalty: 3978.054199
	Iteration 5Q: 3 clusters Score -278474.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -278553.468750 Penalty: 3978.054199
	Iteration 6Q: 3 clusters Score -278553.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -278637.000000 Penalty: 3978.054199
	Iteration 7Q: 3 clusters Score -278637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -278702.593750 Penalty: 3978.054199
	Iteration 8Q: 3 clusters Score -278702.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -278771.312500 Penalty: 3978.054199
	Iteration 9Q: 3 clusters Score -278771.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -278833.187500 Penalty: 3978.054199
	Iteration 10Q: 3 clusters Score -278833.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -278886.812500 Penalty: 3978.054199
	Iteration 11Q: 3 clusters Score -278886.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -278948.343750 Penalty: 3978.054199
	Iteration 12Q: 3 clusters Score -278948.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -279012.156250 Penalty: 3978.054199
	Iteration 13Q: 3 clusters Score -279012.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -279069.375000 Penalty: 3978.054199
	Iteration 14Q: 3 clusters Score -279069.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -279143.281250 Penalty: 3978.054199
	Iteration 15Q: 3 clusters Score -279143.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -279216.781250 Penalty: 3978.054199
	Iteration 16Q: 3 clusters Score -279216.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279282.000000 Penalty: 3978.054199
	Iteration 17Q: 3 clusters Score -279282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -279357.625000 Penalty: 3978.054199
	Iteration 18Q: 3 clusters Score -279357.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -279403.937500 Penalty: 3978.054199
	Iteration 19Q: 3 clusters Score -279403.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -279428.843750 Penalty: 3978.054199
	Iteration 20F: 3 clusters Score -279428.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -279443.812500 Penalty: 3978.054199
	Iteration 21Q: 3 clusters Score -279443.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -279456.593750 Penalty: 3978.054199
	Iteration 22Q: 3 clusters Score -279456.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -279467.218750 Penalty: 3978.054199
	Iteration 23Q: 3 clusters Score -279467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -279469.250000 Penalty: 3978.054199
	Iteration 24Q: 3 clusters Score -279469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -279470.312500 Penalty: 3978.054199
	Iteration 25Q: 3 clusters Score -279470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -279472.000000 Penalty: 3978.054199
	Iteration 26Q: 3 clusters Score -279472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -279473.187500 Penalty: 3978.054199
	Iteration 27Q: 3 clusters Score -279473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -279473.687500 Penalty: 3978.054199
	Iteration 28Q: 3 clusters Score -279473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -279474.156250 Penalty: 3978.054199
	Iteration 29Q: 3 clusters Score -279474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -279474.156250 Penalty: 3978.054199
	Iteration 30F: 3 clusters Score -279474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -708291.437500 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -708291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -702251.937500 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -702251.9 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -703942.125000 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -703942.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -704225.812500 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -704225.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -704428.125000 Penalty: 4418.846680
	Iteration 3Q: 3 clusters Score -704428.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -704630.250000 Penalty: 4418.846680
	Iteration 4Q: 3 clusters Score -704630.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -704818.312500 Penalty: 4418.846680
	Iteration 5Q: 3 clusters Score -704818.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -705019.312500 Penalty: 4418.846680
	Iteration 6Q: 3 clusters Score -705019.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -705256.437500 Penalty: 4418.846680
	Iteration 7Q: 3 clusters Score -705256.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -705529.000000 Penalty: 4418.846680
	Iteration 8Q: 3 clusters Score -705529 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -705827.500000 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -705827.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -706073.562500 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -706073.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -706277.875000 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -706277.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -706422.062500 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -706422.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -706543.375000 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -706543.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -706614.687500 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -706614.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -706666.750000 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -706666.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -706691.875000 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -706691.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -706715.687500 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -706715.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -706727.312500 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -706727.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -706735.687500 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -706735.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -706740.750000 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -706740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -706744.250000 Penalty: 4418.846680
	Iteration 21Q: 3 clusters Score -706744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -706748.562500 Penalty: 4418.846680
	Iteration 22Q: 3 clusters Score -706748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -706750.562500 Penalty: 4418.846680
	Iteration 23Q: 3 clusters Score -706750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -706751.562500 Penalty: 4418.846680
	Iteration 24Q: 3 clusters Score -706751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -706751.750000 Penalty: 4418.846680
	Iteration 25Q: 3 clusters Score -706751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -706753.000000 Penalty: 4418.846680
	Iteration 26Q: 3 clusters Score -706753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -706753.937500 Penalty: 4418.846680
	Iteration 27Q: 3 clusters Score -706753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -706755.062500 Penalty: 4418.846680
	Iteration 28Q: 3 clusters Score -706755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -706755.562500 Penalty: 4418.846680
	Iteration 29Q: 3 clusters Score -706755.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -706758.875000 Penalty: 4418.846680
	Iteration 30Q: 3 clusters Score -706758.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -706761.812500 Penalty: 4418.846680
	Iteration 31Q: 3 clusters Score -706761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -706763.937500 Penalty: 4418.846680
	Iteration 32Q: 3 clusters Score -706763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -706763.750000 Penalty: 4418.846680
	Iteration 33Q: 3 clusters Score -706763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -706768.375000 Penalty: 4418.846680
	Iteration 34Q: 3 clusters Score -706768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -706768.937500 Penalty: 4418.846680
	Iteration 35Q: 3 clusters Score -706768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -706770.750000 Penalty: 4418.846680
	Iteration 36Q: 3 clusters Score -706770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -706774.312500 Penalty: 4418.846680
	Iteration 37Q: 3 clusters Score -706774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -706774.875000 Penalty: 4418.846680
	Iteration 38Q: 3 clusters Score -706774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -706777.500000 Penalty: 4418.846680
	Iteration 39Q: 3 clusters Score -706777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -706781.375000 Penalty: 4418.846680
	Iteration 40F: 3 clusters Score -706781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -706782.625000 Penalty: 4418.846680
	Iteration 41Q: 3 clusters Score -706782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -706784.062500 Penalty: 4418.846680
	Iteration 42Q: 3 clusters Score -706784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -706786.750000 Penalty: 4418.846680
	Iteration 43Q: 3 clusters Score -706786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -706789.125000 Penalty: 4418.846680
	Iteration 44Q: 3 clusters Score -706789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -706790.125000 Penalty: 4418.846680
	Iteration 45Q: 3 clusters Score -706790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -706792.750000 Penalty: 4418.846680
	Iteration 46Q: 3 clusters Score -706792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -706793.312500 Penalty: 4418.846680
	Iteration 47Q: 3 clusters Score -706793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -706792.937500 Penalty: 4418.846680
	Iteration 48Q: 3 clusters Score -706792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -706793.437500 Penalty: 4418.846680
	Iteration 49Q: 3 clusters Score -706793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -706794.375000 Penalty: 4418.846680
	Iteration 50Q: 3 clusters Score -706794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -706797.625000 Penalty: 4418.846680
	Iteration 51Q: 3 clusters Score -706797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -706799.125000 Penalty: 4418.846680
	Iteration 52Q: 3 clusters Score -706799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -706801.562500 Penalty: 4418.846680
	Iteration 53Q: 3 clusters Score -706801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -706803.875000 Penalty: 4418.846680
	Iteration 54Q: 3 clusters Score -706803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -706803.437500 Penalty: 4418.846680
	Iteration 55Q: 3 clusters Score -706803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -706803.875000 Penalty: 4418.846680
	Iteration 56Q: 3 clusters Score -706803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -706806.687500 Penalty: 4418.846680
	Iteration 57Q: 3 clusters Score -706806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -706804.562500 Penalty: 4418.846680
	Iteration 58Q: 3 clusters Score -706804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -706806.375000 Penalty: 4418.846680
	Iteration 59Q: 3 clusters Score -706806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -706807.750000 Penalty: 4418.846680
	Iteration 60F: 3 clusters Score -706807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -706807.937500 Penalty: 4418.846680
	Iteration 61Q: 3 clusters Score -706807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -706807.937500 Penalty: 4418.846680
	Iteration 62F: 3 clusters Score -706807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Entering Unmasked Estep 
Score: -3306057.000000 Penalty: 2584.149414
	Iteration 0F: 2 clusters Score -3306057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3283243.000000 Penalty: 5168.298828
	Iteration 0F: 3 clusters Score -3283243 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3291447.250000 Penalty: 5168.298828
	Iteration 1F: 3 clusters Score -3291447 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3291968.750000 Penalty: 5168.298828
	Iteration 2Q: 3 clusters Score -3291969 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3292443.750000 Penalty: 5168.298828
	Iteration 3Q: 3 clusters Score -3292444 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3292913.000000 Penalty: 5168.298828
	Iteration 4Q: 3 clusters Score -3292913 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3293370.500000 Penalty: 5168.298828
	Iteration 5Q: 3 clusters Score -3293370 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3293909.750000 Penalty: 5168.298828
	Iteration 6Q: 3 clusters Score -3293910 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3294575.250000 Penalty: 5168.298828
	Iteration 7Q: 3 clusters Score -3294575 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3295417.250000 Penalty: 5168.298828
	Iteration 8Q: 3 clusters Score -3295417 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3296415.000000 Penalty: 5168.298828
	Iteration 9F: 3 clusters Score -3296415 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3297415.250000 Penalty: 5168.298828
	Iteration 10F: 3 clusters Score -3297415 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3298357.500000 Penalty: 5168.298828
	Iteration 11F: 3 clusters Score -3298358 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3299148.500000 Penalty: 5168.298828
	Iteration 12Q: 3 clusters Score -3299148 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3299905.750000 Penalty: 5168.298828
	Iteration 13Q: 3 clusters Score -3299906 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3300526.000000 Penalty: 5168.298828
	Iteration 14Q: 3 clusters Score -3300526 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3301127.250000 Penalty: 5168.298828
	Iteration 15Q: 3 clusters Score -3301127 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3301645.500000 Penalty: 5168.298828
	Iteration 16Q: 3 clusters Score -3301646 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3302107.500000 Penalty: 5168.298828
	Iteration 17Q: 3 clusters Score -3302108 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3302510.000000 Penalty: 5168.298828
	Iteration 18Q: 3 clusters Score -3302510 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3302827.000000 Penalty: 5168.298828
	Iteration 19Q: 3 clusters Score -3302827 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3303104.750000 Penalty: 5168.298828
	Iteration 20F: 3 clusters Score -3303105 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3303304.250000 Penalty: 5168.298828
	Iteration 21Q: 3 clusters Score -3303304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3303443.250000 Penalty: 5168.298828
	Iteration 22Q: 3 clusters Score -3303443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3303538.000000 Penalty: 5168.298828
	Iteration 23Q: 3 clusters Score -3303538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3303605.000000 Penalty: 5168.298828
	Iteration 24Q: 3 clusters Score -3303605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3303668.750000 Penalty: 5168.298828
	Iteration 25Q: 3 clusters Score -3303669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3303707.000000 Penalty: 5168.298828
	Iteration 26Q: 3 clusters Score -3303707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3303738.000000 Penalty: 5168.298828
	Iteration 27Q: 3 clusters Score -3303738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3303766.750000 Penalty: 5168.298828
	Iteration 28Q: 3 clusters Score -3303767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3303796.250000 Penalty: 5168.298828
	Iteration 29Q: 3 clusters Score -3303796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3303809.250000 Penalty: 5168.298828
	Iteration 30Q: 3 clusters Score -3303809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3303829.750000 Penalty: 5168.298828
	Iteration 31Q: 3 clusters Score -3303830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3303846.750000 Penalty: 5168.298828
	Iteration 32Q: 3 clusters Score -3303847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3303851.500000 Penalty: 5168.298828
	Iteration 33Q: 3 clusters Score -3303852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3303866.250000 Penalty: 5168.298828
	Iteration 34Q: 3 clusters Score -3303866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3303866.750000 Penalty: 5168.298828
	Iteration 35Q: 3 clusters Score -3303867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3303877.250000 Penalty: 5168.298828
	Iteration 36Q: 3 clusters Score -3303877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3303873.250000 Penalty: 5168.298828
	Iteration 37Q: 3 clusters Score -3303873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3303875.000000 Penalty: 5168.298828
	Iteration 38Q: 3 clusters Score -3303875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3303884.500000 Penalty: 5168.298828
	Iteration 39Q: 3 clusters Score -3303884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3303886.500000 Penalty: 5168.298828
	Iteration 40F: 3 clusters Score -3303886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3303885.750000 Penalty: 5168.298828
	Iteration 41Q: 3 clusters Score -3303886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3303890.000000 Penalty: 5168.298828
	Iteration 42Q: 3 clusters Score -3303890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3303890.500000 Penalty: 5168.298828
	Iteration 43Q: 3 clusters Score -3303890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3303890.500000 Penalty: 5168.298828
	Iteration 44F: 3 clusters Score -3303890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -75164.695312 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -75164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73360.859375 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -73360.86 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73687.375000 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -73687.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73833.234375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -73833.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73938.921875 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -73938.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74094.460938 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -74094.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74215.359375 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -74215.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -74346.890625 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -74346.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -74463.437500 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -74463.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74664.898438 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -74664.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -74775.476562 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -74775.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -74802.039062 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -74802.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74813.343750 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -74813.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74821.390625 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -74821.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74829.515625 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -74829.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74842.593750 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -74842.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74847.476562 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -74847.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74851.898438 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -74851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74857.656250 Penalty: 3356.602051
	Iteration 17F: 3 clusters Score -74857.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74889.062500 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -74889.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -74902.921875 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -74902.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -74902.921875 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -74902.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Entering Unmasked Estep 
Score: -748404.875000 Penalty: 2260.311523
	Iteration 0F: 2 clusters Score -748404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -741194.500000 Penalty: 4520.623047
	Iteration 0F: 3 clusters Score -741194.5 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -743396.875000 Penalty: 4520.623047
	Iteration 1F: 3 clusters Score -743396.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -743884.000000 Penalty: 4520.623047
	Iteration 2F: 3 clusters Score -743884 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -744378.000000 Penalty: 4520.623047
	Iteration 3F: 3 clusters Score -744378 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -744958.625000 Penalty: 4520.623047
	Iteration 4F: 3 clusters Score -744958.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -745580.375000 Penalty: 4520.623047
	Iteration 5F: 3 clusters Score -745580.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -746169.687500 Penalty: 4520.623047
	Iteration 6F: 3 clusters Score -746169.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -746632.812500 Penalty: 4520.623047
	Iteration 7F: 3 clusters Score -746632.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -746971.250000 Penalty: 4520.623047
	Iteration 8Q: 3 clusters Score -746971.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -747174.375000 Penalty: 4520.623047
	Iteration 9Q: 3 clusters Score -747174.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -747315.687500 Penalty: 4520.623047
	Iteration 10Q: 3 clusters Score -747315.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -747429.687500 Penalty: 4520.623047
	Iteration 11Q: 3 clusters Score -747429.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -747497.625000 Penalty: 4520.623047
	Iteration 12Q: 3 clusters Score -747497.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -747548.812500 Penalty: 4520.623047
	Iteration 13Q: 3 clusters Score -747548.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -747595.687500 Penalty: 4520.623047
	Iteration 14Q: 3 clusters Score -747595.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -747633.187500 Penalty: 4520.623047
	Iteration 15Q: 3 clusters Score -747633.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -747663.375000 Penalty: 4520.623047
	Iteration 16Q: 3 clusters Score -747663.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -747681.812500 Penalty: 4520.623047
	Iteration 17Q: 3 clusters Score -747681.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -747702.062500 Penalty: 4520.623047
	Iteration 18Q: 3 clusters Score -747702.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -747715.000000 Penalty: 4520.623047
	Iteration 19Q: 3 clusters Score -747715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -747720.812500 Penalty: 4520.623047
	Iteration 20F: 3 clusters Score -747720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -747726.125000 Penalty: 4520.623047
	Iteration 21Q: 3 clusters Score -747726.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -747730.500000 Penalty: 4520.623047
	Iteration 22Q: 3 clusters Score -747730.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -747736.750000 Penalty: 4520.623047
	Iteration 23Q: 3 clusters Score -747736.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -747742.500000 Penalty: 4520.623047
	Iteration 24Q: 3 clusters Score -747742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -747745.437500 Penalty: 4520.623047
	Iteration 25Q: 3 clusters Score -747745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -747745.875000 Penalty: 4520.623047
	Iteration 26Q: 3 clusters Score -747745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -747750.250000 Penalty: 4520.623047
	Iteration 27Q: 3 clusters Score -747750.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -747751.625000 Penalty: 4520.623047
	Iteration 28Q: 3 clusters Score -747751.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -747757.687500 Penalty: 4520.623047
	Iteration 29Q: 3 clusters Score -747757.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -747764.125000 Penalty: 4520.623047
	Iteration 30Q: 3 clusters Score -747764.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -747772.187500 Penalty: 4520.623047
	Iteration 31Q: 3 clusters Score -747772.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -747773.875000 Penalty: 4520.623047
	Iteration 32Q: 3 clusters Score -747773.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -747777.937500 Penalty: 4520.623047
	Iteration 33Q: 3 clusters Score -747777.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -747776.937500 Penalty: 4520.623047
	Iteration 34Q: 3 clusters Score -747776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -747780.562500 Penalty: 4520.623047
	Iteration 35Q: 3 clusters Score -747780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -747781.000000 Penalty: 4520.623047
	Iteration 36Q: 3 clusters Score -747781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -747781.625000 Penalty: 4520.623047
	Iteration 37Q: 3 clusters Score -747781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -747782.000000 Penalty: 4520.623047
	Iteration 38Q: 3 clusters Score -747782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -747781.687500 Penalty: 4520.623047
	Iteration 39Q: 3 clusters Score -747781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -747781.687500 Penalty: 4520.623047
	Iteration 40F: 3 clusters Score -747781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Entering Unmasked Estep 
Score: -3574405.750000 Penalty: 2606.314453
	Iteration 0F: 2 clusters Score -3574406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3549414.250000 Penalty: 5212.628906
	Iteration 0F: 3 clusters Score -3549414 nChanged 16795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3558891.000000 Penalty: 5212.628906
	Iteration 1F: 3 clusters Score -3558891 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3559635.750000 Penalty: 5212.628906
	Iteration 2F: 3 clusters Score -3559636 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3560419.750000 Penalty: 5212.628906
	Iteration 3F: 3 clusters Score -3560420 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3561300.500000 Penalty: 5212.628906
	Iteration 4F: 3 clusters Score -3561300 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3562276.750000 Penalty: 5212.628906
	Iteration 5F: 3 clusters Score -3562277 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3563279.750000 Penalty: 5212.628906
	Iteration 6F: 3 clusters Score -3563280 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3564098.000000 Penalty: 5212.628906
	Iteration 7F: 3 clusters Score -3564098 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3564763.250000 Penalty: 5212.628906
	Iteration 8Q: 3 clusters Score -3564763 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3565267.750000 Penalty: 5212.628906
	Iteration 9Q: 3 clusters Score -3565268 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3565677.750000 Penalty: 5212.628906
	Iteration 10Q: 3 clusters Score -3565678 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3566100.000000 Penalty: 5212.628906
	Iteration 11Q: 3 clusters Score -3566100 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3566558.750000 Penalty: 5212.628906
	Iteration 12Q: 3 clusters Score -3566559 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3567090.000000 Penalty: 5212.628906
	Iteration 13Q: 3 clusters Score -3567090 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3567726.000000 Penalty: 5212.628906
	Iteration 14Q: 3 clusters Score -3567726 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3568441.750000 Penalty: 5212.628906
	Iteration 15Q: 3 clusters Score -3568442 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3569232.250000 Penalty: 5212.628906
	Iteration 16Q: 3 clusters Score -3569232 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3570037.500000 Penalty: 5212.628906
	Iteration 17Q: 3 clusters Score -3570038 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3570670.000000 Penalty: 5212.628906
	Iteration 18Q: 3 clusters Score -3570670 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3571030.000000 Penalty: 5212.628906
	Iteration 19Q: 3 clusters Score -3571030 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3571257.750000 Penalty: 5212.628906
	Iteration 20F: 3 clusters Score -3571258 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3571425.750000 Penalty: 5212.628906
	Iteration 21Q: 3 clusters Score -3571426 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3571580.000000 Penalty: 5212.628906
	Iteration 22Q: 3 clusters Score -3571580 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3571668.250000 Penalty: 5212.628906
	Iteration 23Q: 3 clusters Score -3571668 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3571767.500000 Penalty: 5212.628906
	Iteration 24Q: 3 clusters Score -3571768 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3571854.000000 Penalty: 5212.628906
	Iteration 25Q: 3 clusters Score -3571854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3571919.500000 Penalty: 5212.628906
	Iteration 26Q: 3 clusters Score -3571920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3571967.750000 Penalty: 5212.628906
	Iteration 27Q: 3 clusters Score -3571968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3572011.750000 Penalty: 5212.628906
	Iteration 28Q: 3 clusters Score -3572012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3572070.000000 Penalty: 5212.628906
	Iteration 29Q: 3 clusters Score -3572070 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3572101.500000 Penalty: 5212.628906
	Iteration 30Q: 3 clusters Score -3572102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3572137.750000 Penalty: 5212.628906
	Iteration 31Q: 3 clusters Score -3572138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3572151.250000 Penalty: 5212.628906
	Iteration 32Q: 3 clusters Score -3572151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3572179.250000 Penalty: 5212.628906
	Iteration 33Q: 3 clusters Score -3572179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3572201.250000 Penalty: 5212.628906
	Iteration 34Q: 3 clusters Score -3572201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3572217.250000 Penalty: 5212.628906
	Iteration 35Q: 3 clusters Score -3572217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3572246.500000 Penalty: 5212.628906
	Iteration 36Q: 3 clusters Score -3572246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3572259.750000 Penalty: 5212.628906
	Iteration 37Q: 3 clusters Score -3572260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3572274.000000 Penalty: 5212.628906
	Iteration 38Q: 3 clusters Score -3572274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3572298.250000 Penalty: 5212.628906
	Iteration 39Q: 3 clusters Score -3572298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3572318.500000 Penalty: 5212.628906
	Iteration 40F: 3 clusters Score -3572318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3572328.000000 Penalty: 5212.628906
	Iteration 41Q: 3 clusters Score -3572328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3572339.000000 Penalty: 5212.628906
	Iteration 42Q: 3 clusters Score -3572339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3572342.250000 Penalty: 5212.628906
	Iteration 43Q: 3 clusters Score -3572342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3572350.250000 Penalty: 5212.628906
	Iteration 44Q: 3 clusters Score -3572350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3572370.000000 Penalty: 5212.628906
	Iteration 45Q: 3 clusters Score -3572370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3572383.250000 Penalty: 5212.628906
	Iteration 46Q: 3 clusters Score -3572383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3572397.250000 Penalty: 5212.628906
	Iteration 47Q: 3 clusters Score -3572397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3572400.000000 Penalty: 5212.628906
	Iteration 48Q: 3 clusters Score -3572400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3572421.000000 Penalty: 5212.628906
	Iteration 49Q: 3 clusters Score -3572421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3572424.750000 Penalty: 5212.628906
	Iteration 50Q: 3 clusters Score -3572425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3572427.250000 Penalty: 5212.628906
	Iteration 51Q: 3 clusters Score -3572427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3572438.500000 Penalty: 5212.628906
	Iteration 52Q: 3 clusters Score -3572438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3572445.000000 Penalty: 5212.628906
	Iteration 53Q: 3 clusters Score -3572445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3572450.750000 Penalty: 5212.628906
	Iteration 54Q: 3 clusters Score -3572451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3572448.250000 Penalty: 5212.628906
	Iteration 55Q: 3 clusters Score -3572448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3572453.500000 Penalty: 5212.628906
	Iteration 56Q: 3 clusters Score -3572454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3572454.250000 Penalty: 5212.628906
	Iteration 57Q: 3 clusters Score -3572454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3572462.750000 Penalty: 5212.628906
	Iteration 58Q: 3 clusters Score -3572463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3572463.000000 Penalty: 5212.628906
	Iteration 59Q: 3 clusters Score -3572463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3572467.750000 Penalty: 5212.628906
	Iteration 60F: 3 clusters Score -3572468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3572471.000000 Penalty: 5212.628906
	Iteration 61Q: 3 clusters Score -3572471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3572485.250000 Penalty: 5212.628906
	Iteration 62Q: 3 clusters Score -3572485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3572483.500000 Penalty: 5212.628906
	Iteration 63Q: 3 clusters Score -3572484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3572488.500000 Penalty: 5212.628906
	Iteration 64Q: 3 clusters Score -3572488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3572490.250000 Penalty: 5212.628906
	Iteration 65Q: 3 clusters Score -3572490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3572487.250000 Penalty: 5212.628906
	Iteration 66Q: 3 clusters Score -3572487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3572486.500000 Penalty: 5212.628906
	Iteration 67Q: 3 clusters Score -3572486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3572488.000000 Penalty: 5212.628906
	Iteration 68Q: 3 clusters Score -3572488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3572491.750000 Penalty: 5212.628906
	Iteration 69Q: 3 clusters Score -3572492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3572490.500000 Penalty: 5212.628906
	Iteration 70Q: 3 clusters Score -3572490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3572488.250000 Penalty: 5212.628906
	Iteration 71Q: 3 clusters Score -3572488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3572492.500000 Penalty: 5212.628906
	Iteration 72Q: 3 clusters Score -3572492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3572492.750000 Penalty: 5212.628906
	Iteration 73Q: 3 clusters Score -3572493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3572492.750000 Penalty: 5212.628906
	Iteration 74F: 3 clusters Score -3572493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (87954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Entering Unmasked Estep 
Score: -8576362.000000 Penalty: 2823.373047
	Iteration 0F: 2 clusters Score -8576362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8517377.000000 Penalty: 5646.746094
	Iteration 0F: 3 clusters Score -8517377 nChanged 41338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -8540897.000000 Penalty: 5646.746094
	Iteration 1F: 3 clusters Score -8540897 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8541582.000000 Penalty: 5646.746094
	Iteration 2Q: 3 clusters Score -8541582 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -8542357.000000 Penalty: 5646.746094
	Iteration 3Q: 3 clusters Score -8542357 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -8543256.000000 Penalty: 5646.746094
	Iteration 4Q: 3 clusters Score -8543256 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -8544602.000000 Penalty: 5646.746094
	Iteration 5Q: 3 clusters Score -8544602 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -8546657.000000 Penalty: 5646.746094
	Iteration 6Q: 3 clusters Score -8546657 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -8550081.000000 Penalty: 5646.746094
	Iteration 7F: 3 clusters Score -8550081 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -8555450.000000 Penalty: 5646.746094
	Iteration 8F: 3 clusters Score -8555450 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -8562198.000000 Penalty: 5646.746094
	Iteration 9F: 3 clusters Score -8562198 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -8568305.000000 Penalty: 5646.746094
	Iteration 10F: 3 clusters Score -8568305 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -8571885.000000 Penalty: 5646.746094
	Iteration 11Q: 3 clusters Score -8571885 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -8573221.000000 Penalty: 5646.746094
	Iteration 12Q: 3 clusters Score -8573221 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -8573783.000000 Penalty: 5646.746094
	Iteration 13Q: 3 clusters Score -8573783 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -8574005.000000 Penalty: 5646.746094
	Iteration 14Q: 3 clusters Score -8574005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -8574134.000000 Penalty: 5646.746094
	Iteration 15Q: 3 clusters Score -8574134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -8574219.000000 Penalty: 5646.746094
	Iteration 16Q: 3 clusters Score -8574219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -8574291.000000 Penalty: 5646.746094
	Iteration 17Q: 3 clusters Score -8574291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -8574314.000000 Penalty: 5646.746094
	Iteration 18Q: 3 clusters Score -8574314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -8574350.000000 Penalty: 5646.746094
	Iteration 19Q: 3 clusters Score -8574350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -8574362.000000 Penalty: 5646.746094
	Iteration 20F: 3 clusters Score -8574362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -8574374.000000 Penalty: 5646.746094
	Iteration 21Q: 3 clusters Score -8574374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -8574387.000000 Penalty: 5646.746094
	Iteration 22Q: 3 clusters Score -8574387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -8574410.000000 Penalty: 5646.746094
	Iteration 23Q: 3 clusters Score -8574410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -8574419.000000 Penalty: 5646.746094
	Iteration 24Q: 3 clusters Score -8574419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -8574438.000000 Penalty: 5646.746094
	Iteration 25Q: 3 clusters Score -8574438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -8574453.000000 Penalty: 5646.746094
	Iteration 26Q: 3 clusters Score -8574453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -8574466.000000 Penalty: 5646.746094
	Iteration 27Q: 3 clusters Score -8574466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -8574481.000000 Penalty: 5646.746094
	Iteration 28Q: 3 clusters Score -8574481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -8574478.000000 Penalty: 5646.746094
	Iteration 29Q: 3 clusters Score -8574478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -8574475.000000 Penalty: 5646.746094
	Iteration 30Q: 3 clusters Score -8574475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -8574483.000000 Penalty: 5646.746094
	Iteration 31Q: 3 clusters Score -8574483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -8574484.000000 Penalty: 5646.746094
	Iteration 32Q: 3 clusters Score -8574484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -8574481.000000 Penalty: 5646.746094
	Iteration 33Q: 3 clusters Score -8574481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -8574492.000000 Penalty: 5646.746094
	Iteration 34Q: 3 clusters Score -8574492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -8574494.000000 Penalty: 5646.746094
	Iteration 35Q: 3 clusters Score -8574494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -8574497.000000 Penalty: 5646.746094
	Iteration 36Q: 3 clusters Score -8574497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -8574502.000000 Penalty: 5646.746094
	Iteration 37Q: 3 clusters Score -8574502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -8574501.000000 Penalty: 5646.746094
	Iteration 38Q: 3 clusters Score -8574501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -8574501.000000 Penalty: 5646.746094
	Iteration 39Q: 3 clusters Score -8574501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -8574503.000000 Penalty: 5646.746094
	Iteration 40F: 3 clusters Score -8574503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -230760.375000 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -230760.4 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 1286 members 
Entering Unmasked Estep 
Score: -227834.843750 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -227834.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -228437.562500 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -228437.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -228648.687500 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -228648.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -228778.187500 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -228778.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -228874.984375 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -228875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -228974.515625 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -228974.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229060.562500 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -229060.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229136.000000 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -229136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229192.656250 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -229192.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -229240.031250 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -229240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -229273.812500 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -229273.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229309.140625 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -229309.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -229340.109375 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -229340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -229363.843750 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -229363.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -229385.937500 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -229385.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -229403.796875 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -229403.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -229420.500000 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -229420.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229423.625000 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -229423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229424.203125 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -229424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229424.203125 Penalty: 3879.535156
	Iteration 19F: 3 clusters Score -229424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -222311.453125 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -222311.5 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 1175 members 
Entering Unmasked Estep 
Score: -219453.437500 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -219453.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -219987.937500 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -219987.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -220126.140625 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -220126.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -220183.078125 Penalty: 3848.345215
	Iteration 3Q: 3 clusters Score -220183.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -220214.234375 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -220214.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220237.953125 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -220238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -220250.484375 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -220250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220256.734375 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -220256.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -220264.093750 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -220264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -220267.218750 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -220267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -220269.218750 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -220269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -220270.203125 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -220270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -220270.406250 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -220270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -220270.640625 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -220270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -220271.343750 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -220271.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -220271.343750 Penalty: 3848.345215
	Iteration 15F: 3 clusters Score -220271.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Entering Unmasked Estep 
Score: -1183053.250000 Penalty: 2356.949951
	Iteration 0F: 2 clusters Score -1183053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1173216.125000 Penalty: 4713.899902
	Iteration 0F: 3 clusters Score -1173216 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1176295.250000 Penalty: 4713.899902
	Iteration 1F: 3 clusters Score -1176295 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1176693.250000 Penalty: 4713.899902
	Iteration 2F: 3 clusters Score -1176693 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1176988.375000 Penalty: 4713.899902
	Iteration 3F: 3 clusters Score -1176988 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1177260.000000 Penalty: 4713.899902
	Iteration 4Q: 3 clusters Score -1177260 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1177561.500000 Penalty: 4713.899902
	Iteration 5Q: 3 clusters Score -1177562 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1177853.250000 Penalty: 4713.899902
	Iteration 6Q: 3 clusters Score -1177853 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1178147.000000 Penalty: 4713.899902
	Iteration 7Q: 3 clusters Score -1178147 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1178430.250000 Penalty: 4713.899902
	Iteration 8Q: 3 clusters Score -1178430 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1178705.500000 Penalty: 4713.899902
	Iteration 9Q: 3 clusters Score -1178706 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1178957.000000 Penalty: 4713.899902
	Iteration 10Q: 3 clusters Score -1178957 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1179198.875000 Penalty: 4713.899902
	Iteration 11Q: 3 clusters Score -1179199 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1179406.250000 Penalty: 4713.899902
	Iteration 12Q: 3 clusters Score -1179406 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1179574.250000 Penalty: 4713.899902
	Iteration 13Q: 3 clusters Score -1179574 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1179705.750000 Penalty: 4713.899902
	Iteration 14Q: 3 clusters Score -1179706 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1179814.875000 Penalty: 4713.899902
	Iteration 15Q: 3 clusters Score -1179815 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1179894.375000 Penalty: 4713.899902
	Iteration 16Q: 3 clusters Score -1179894 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1179952.000000 Penalty: 4713.899902
	Iteration 17Q: 3 clusters Score -1179952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1179996.250000 Penalty: 4713.899902
	Iteration 18Q: 3 clusters Score -1179996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1180027.250000 Penalty: 4713.899902
	Iteration 19Q: 3 clusters Score -1180027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1180046.625000 Penalty: 4713.899902
	Iteration 20F: 3 clusters Score -1180047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1180060.250000 Penalty: 4713.899902
	Iteration 21Q: 3 clusters Score -1180060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1180078.875000 Penalty: 4713.899902
	Iteration 22Q: 3 clusters Score -1180079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1180093.875000 Penalty: 4713.899902
	Iteration 23Q: 3 clusters Score -1180094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1180108.250000 Penalty: 4713.899902
	Iteration 24Q: 3 clusters Score -1180108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1180121.625000 Penalty: 4713.899902
	Iteration 25Q: 3 clusters Score -1180122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1180137.875000 Penalty: 4713.899902
	Iteration 26Q: 3 clusters Score -1180138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1180155.250000 Penalty: 4713.899902
	Iteration 27Q: 3 clusters Score -1180155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1180162.250000 Penalty: 4713.899902
	Iteration 28Q: 3 clusters Score -1180162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1180168.375000 Penalty: 4713.899902
	Iteration 29Q: 3 clusters Score -1180168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1180178.750000 Penalty: 4713.899902
	Iteration 30Q: 3 clusters Score -1180179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1180186.875000 Penalty: 4713.899902
	Iteration 31Q: 3 clusters Score -1180187 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1180197.375000 Penalty: 4713.899902
	Iteration 32Q: 3 clusters Score -1180197 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1180204.250000 Penalty: 4713.899902
	Iteration 33Q: 3 clusters Score -1180204 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1180207 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1180215.750000 Penalty: 4713.899902
	Iteration 35Q: 3 clusters Score -1180216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1180224.500000 Penalty: 4713.899902
	Iteration 36Q: 3 clusters Score -1180224 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1180226 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1180230.625000 Penalty: 4713.899902
	Iteration 38Q: 3 clusters Score -1180231 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1180231.000000 Penalty: 4713.899902
	Iteration 39Q: 3 clusters Score -1180231 nChanged 15
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Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1180232.500000 Penalty: 4713.899902
	Iteration 40F: 3 clusters Score -1180232 nChanged 12
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Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1180234 nChanged 8
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1180236 nChanged 15
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Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1180236 nChanged 13
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Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1180238 nChanged 23
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Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1180249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1180250 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1180253 nChanged 6
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Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1180256 nChanged 5
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Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1180257 nChanged 5
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Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1180256 nChanged 7
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Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1180259 nChanged 6
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Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1180259 nChanged 10
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Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1180261 nChanged 12
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Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1180263 nChanged 13
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Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1180264 nChanged 15
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1180265 nChanged 14
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1180268 nChanged 21
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1180271 nChanged 22
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1180274 nChanged 25
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Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1180285 nChanged 31
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Mstep: Class 1 contains 5061 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1180284 nChanged 41
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1180295 nChanged 44
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1180304 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1180313.000000 Penalty: 4713.899902
	Iteration 70Q: 3 clusters Score -1180313 nChanged 43
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Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1180316 nChanged 49
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Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1180328 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1180343 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1180352 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1180363 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4934 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1180375 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1180382 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1180389 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4917 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1180398 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1180403.875000 Penalty: 4713.899902
	Iteration 80F: 3 clusters Score -1180404 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4927 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1180409 nChanged 41
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Mstep: Class 1 contains 4926 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1180413 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4929 members 
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	Iteration 83Q: 3 clusters Score -1180425 nChanged 37
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Mstep: Class 1 contains 4928 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1180427 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4921 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1180433 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4912 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1180438 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4907 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1180442 nChanged 34
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Mstep: Class 1 contains 4913 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1180455 nChanged 44
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Mstep: Class 1 contains 4913 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1180460 nChanged 57
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Mstep: Class 1 contains 4900 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1180471 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4892 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1180484 nChanged 44
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Mstep: Class 1 contains 4882 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1180490 nChanged 41
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Mstep: Class 1 contains 4881 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1180499 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4877 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1180506 nChanged 44
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Mstep: Class 1 contains 4871 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1180517 nChanged 47
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Mstep: Class 1 contains 4860 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1180526 nChanged 56
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Mstep: Class 1 contains 4840 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1180542 nChanged 47
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Mstep: Class 1 contains 4819 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1180549 nChanged 59
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Mstep: Class 1 contains 4800 members 
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	Iteration 99Q: 3 clusters Score -1180562 nChanged 67
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Mstep: Class 1 contains 4791 members 
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	Iteration 100F: 3 clusters Score -1180576 nChanged 62
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Mstep: Class 1 contains 4771 members 
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	Iteration 101Q: 3 clusters Score -1180590 nChanged 61
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Mstep: Class 1 contains 4746 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1180608 nChanged 73
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Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1180627 nChanged 81
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Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1180689 nChanged 97
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Mstep: Class 1 contains 4613 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1180717 nChanged 85
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	Iteration 109Q: 3 clusters Score -1180815 nChanged 101
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	Iteration 113Q: 3 clusters Score -1180984 nChanged 125
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	Iteration 114Q: 3 clusters Score -1181037 nChanged 104
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Mstep: Class 1 contains 4186 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1181072 nChanged 93
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	Iteration 116Q: 3 clusters Score -1181108 nChanged 105
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Mstep: Class 1 contains 4134 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1181151 nChanged 107
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1181218 nChanged 81
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	Iteration 120F: 3 clusters Score -1181251 nChanged 86
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1181277 nChanged 73
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	Iteration 122Q: 3 clusters Score -1181296 nChanged 56
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1181311 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1181325.875000 Penalty: 4713.899902
	Iteration 124Q: 3 clusters Score -1181326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1181341.875000 Penalty: 4713.899902
	Iteration 125Q: 3 clusters Score -1181342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1181354.500000 Penalty: 4713.899902
	Iteration 126Q: 3 clusters Score -1181354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1181367.125000 Penalty: 4713.899902
	Iteration 127Q: 3 clusters Score -1181367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1181380.000000 Penalty: 4713.899902
	Iteration 128Q: 3 clusters Score -1181380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1181392.375000 Penalty: 4713.899902
	Iteration 129Q: 3 clusters Score -1181392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1181403.625000 Penalty: 4713.899902
	Iteration 130Q: 3 clusters Score -1181404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1181408.375000 Penalty: 4713.899902
	Iteration 131Q: 3 clusters Score -1181408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1181416.125000 Penalty: 4713.899902
	Iteration 132Q: 3 clusters Score -1181416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1181417.375000 Penalty: 4713.899902
	Iteration 133Q: 3 clusters Score -1181417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1181418.625000 Penalty: 4713.899902
	Iteration 134Q: 3 clusters Score -1181419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1181415.375000 Penalty: 4713.899902
	Iteration 135Q: 3 clusters Score -1181415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1181419.625000 Penalty: 4713.899902
	Iteration 136Q: 3 clusters Score -1181420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1181417.250000 Penalty: 4713.899902
	Iteration 137Q: 3 clusters Score -1181417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1181421.250000 Penalty: 4713.899902
	Iteration 138Q: 3 clusters Score -1181421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1181419.500000 Penalty: 4713.899902
	Iteration 139Q: 3 clusters Score -1181420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1181423.625000 Penalty: 4713.899902
	Iteration 140F: 3 clusters Score -1181424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1181423.250000 Penalty: 4713.899902
	Iteration 141Q: 3 clusters Score -1181423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1181422.875000 Penalty: 4713.899902
	Iteration 142Q: 3 clusters Score -1181423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1181422.875000 Penalty: 4713.899902
	Iteration 143F: 3 clusters Score -1181423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -525199.812500 Penalty: 2142.310547
	Iteration 0F: 2 clusters Score -525199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -520312.531250 Penalty: 4284.621094
	Iteration 0F: 3 clusters Score -520312.5 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -521577.718750 Penalty: 4284.621094
	Iteration 1F: 3 clusters Score -521577.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -521836.000000 Penalty: 4284.621094
	Iteration 2F: 3 clusters Score -521836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -522035.468750 Penalty: 4284.621094
	Iteration 3F: 3 clusters Score -522035.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -522168.250000 Penalty: 4284.621094
	Iteration 4Q: 3 clusters Score -522168.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -522267.343750 Penalty: 4284.621094
	Iteration 5Q: 3 clusters Score -522267.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -522357.781250 Penalty: 4284.621094
	Iteration 6Q: 3 clusters Score -522357.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -522467.656250 Penalty: 4284.621094
	Iteration 7Q: 3 clusters Score -522467.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -522597.250000 Penalty: 4284.621094
	Iteration 8Q: 3 clusters Score -522597.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -522731.843750 Penalty: 4284.621094
	Iteration 9Q: 3 clusters Score -522731.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -522875.500000 Penalty: 4284.621094
	Iteration 10Q: 3 clusters Score -522875.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -523044.750000 Penalty: 4284.621094
	Iteration 11Q: 3 clusters Score -523044.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -523222.093750 Penalty: 4284.621094
	Iteration 12Q: 3 clusters Score -523222.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -523351.031250 Penalty: 4284.621094
	Iteration 13Q: 3 clusters Score -523351 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -523457.937500 Penalty: 4284.621094
	Iteration 14Q: 3 clusters Score -523457.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -523552.531250 Penalty: 4284.621094
	Iteration 15Q: 3 clusters Score -523552.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -523637.468750 Penalty: 4284.621094
	Iteration 16Q: 3 clusters Score -523637.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -523719.625000 Penalty: 4284.621094
	Iteration 17Q: 3 clusters Score -523719.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -523801.875000 Penalty: 4284.621094
	Iteration 18Q: 3 clusters Score -523801.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -523871.718750 Penalty: 4284.621094
	Iteration 19Q: 3 clusters Score -523871.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -523925.281250 Penalty: 4284.621094
	Iteration 20F: 3 clusters Score -523925.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -523975.218750 Penalty: 4284.621094
	Iteration 21Q: 3 clusters Score -523975.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -524030.875000 Penalty: 4284.621094
	Iteration 22Q: 3 clusters Score -524030.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -524073.812500 Penalty: 4284.621094
	Iteration 23Q: 3 clusters Score -524073.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -524106.625000 Penalty: 4284.621094
	Iteration 24Q: 3 clusters Score -524106.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -524130.843750 Penalty: 4284.621094
	Iteration 25Q: 3 clusters Score -524130.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -524158.250000 Penalty: 4284.621094
	Iteration 26Q: 3 clusters Score -524158.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -524192.406250 Penalty: 4284.621094
	Iteration 27Q: 3 clusters Score -524192.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -524229.093750 Penalty: 4284.621094
	Iteration 28Q: 3 clusters Score -524229.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -524259.750000 Penalty: 4284.621094
	Iteration 29Q: 3 clusters Score -524259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -524282.468750 Penalty: 4284.621094
	Iteration 30Q: 3 clusters Score -524282.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -524303.500000 Penalty: 4284.621094
	Iteration 31Q: 3 clusters Score -524303.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -524319.312500 Penalty: 4284.621094
	Iteration 32Q: 3 clusters Score -524319.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -524337.750000 Penalty: 4284.621094
	Iteration 33Q: 3 clusters Score -524337.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -524352.562500 Penalty: 4284.621094
	Iteration 34Q: 3 clusters Score -524352.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -524370.562500 Penalty: 4284.621094
	Iteration 35Q: 3 clusters Score -524370.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -524394.687500 Penalty: 4284.621094
	Iteration 36Q: 3 clusters Score -524394.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -524415.187500 Penalty: 4284.621094
	Iteration 37Q: 3 clusters Score -524415.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -524432.937500 Penalty: 4284.621094
	Iteration 38Q: 3 clusters Score -524432.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -524447.625000 Penalty: 4284.621094
	Iteration 39Q: 3 clusters Score -524447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -524458.625000 Penalty: 4284.621094
	Iteration 40F: 3 clusters Score -524458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -524463.687500 Penalty: 4284.621094
	Iteration 41Q: 3 clusters Score -524463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -524465.312500 Penalty: 4284.621094
	Iteration 42Q: 3 clusters Score -524465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -524465.312500 Penalty: 4284.621094
	Iteration 43Q: 3 clusters Score -524465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -524465.312500 Penalty: 4284.621094
	Iteration 44F: 3 clusters Score -524465.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Entering Unmasked Estep 
Score: -793167.812500 Penalty: 2260.557373
	Iteration 0F: 2 clusters Score -793167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -786136.375000 Penalty: 4521.114746
	Iteration 0F: 3 clusters Score -786136.4 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -788539.312500 Penalty: 4521.114746
	Iteration 1F: 3 clusters Score -788539.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -789077.437500 Penalty: 4521.114746
	Iteration 2F: 3 clusters Score -789077.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -789515.937500 Penalty: 4521.114746
	Iteration 3F: 3 clusters Score -789515.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -789922.000000 Penalty: 4521.114746
	Iteration 4F: 3 clusters Score -789922 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -790314.187500 Penalty: 4521.114746
	Iteration 5F: 3 clusters Score -790314.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -790651.062500 Penalty: 4521.114746
	Iteration 6Q: 3 clusters Score -790651.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -790965.375000 Penalty: 4521.114746
	Iteration 7Q: 3 clusters Score -790965.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -791200.375000 Penalty: 4521.114746
	Iteration 8Q: 3 clusters Score -791200.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -791369.375000 Penalty: 4521.114746
	Iteration 9Q: 3 clusters Score -791369.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -791482.187500 Penalty: 4521.114746
	Iteration 10Q: 3 clusters Score -791482.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -791560.812500 Penalty: 4521.114746
	Iteration 11Q: 3 clusters Score -791560.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -791626.625000 Penalty: 4521.114746
	Iteration 12Q: 3 clusters Score -791626.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -791687.875000 Penalty: 4521.114746
	Iteration 13Q: 3 clusters Score -791687.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -791746.812500 Penalty: 4521.114746
	Iteration 14Q: 3 clusters Score -791746.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -791807.562500 Penalty: 4521.114746
	Iteration 15Q: 3 clusters Score -791807.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -791869.000000 Penalty: 4521.114746
	Iteration 16Q: 3 clusters Score -791869 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -791941.000000 Penalty: 4521.114746
	Iteration 17Q: 3 clusters Score -791941 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -792036.687500 Penalty: 4521.114746
	Iteration 18Q: 3 clusters Score -792036.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -792157.250000 Penalty: 4521.114746
	Iteration 19Q: 3 clusters Score -792157.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -792264.250000 Penalty: 4521.114746
	Iteration 20F: 3 clusters Score -792264.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -792373.437500 Penalty: 4521.114746
	Iteration 21Q: 3 clusters Score -792373.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -792466.562500 Penalty: 4521.114746
	Iteration 22Q: 3 clusters Score -792466.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -792571.500000 Penalty: 4521.114746
	Iteration 23Q: 3 clusters Score -792571.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -792678.187500 Penalty: 4521.114746
	Iteration 24Q: 3 clusters Score -792678.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -792772.875000 Penalty: 4521.114746
	Iteration 25Q: 3 clusters Score -792772.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -792872.625000 Penalty: 4521.114746
	Iteration 26Q: 3 clusters Score -792872.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -792973.312500 Penalty: 4521.114746
	Iteration 27Q: 3 clusters Score -792973.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -793101.500000 Penalty: 4521.114746
	Iteration 28Q: 3 clusters Score -793101.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -793231.437500 Penalty: 4521.114746
	Iteration 29Q: 3 clusters Score -793231.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -793310.375000 Penalty: 4521.114746
	Iteration 30Q: 3 clusters Score -793310.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -793379.000000 Penalty: 4521.114746
	Iteration 31Q: 3 clusters Score -793379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -793437.625000 Penalty: 4521.114746
	Iteration 32Q: 3 clusters Score -793437.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -793461.062500 Penalty: 4521.114746
	Iteration 33Q: 3 clusters Score -793461.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -793472.687500 Penalty: 4521.114746
	Iteration 34Q: 3 clusters Score -793472.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -793477.312500 Penalty: 4521.114746
	Iteration 35Q: 3 clusters Score -793477.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -793483.312500 Penalty: 4521.114746
	Iteration 36Q: 3 clusters Score -793483.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -793484.312500 Penalty: 4521.114746
	Iteration 37Q: 3 clusters Score -793484.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -793488.812500 Penalty: 4521.114746
	Iteration 38Q: 3 clusters Score -793488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -793503.000000 Penalty: 4521.114746
	Iteration 39Q: 3 clusters Score -793503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -793507.000000 Penalty: 4521.114746
	Iteration 40F: 3 clusters Score -793507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -793509.812500 Penalty: 4521.114746
	Iteration 41Q: 3 clusters Score -793509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -793510.312500 Penalty: 4521.114746
	Iteration 42Q: 3 clusters Score -793510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -793513.187500 Penalty: 4521.114746
	Iteration 43Q: 3 clusters Score -793513.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -793514.125000 Penalty: 4521.114746
	Iteration 44Q: 3 clusters Score -793514.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -793518.000000 Penalty: 4521.114746
	Iteration 45Q: 3 clusters Score -793518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -793520.750000 Penalty: 4521.114746
	Iteration 46Q: 3 clusters Score -793520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -793522.187500 Penalty: 4521.114746
	Iteration 47Q: 3 clusters Score -793522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -793524.375000 Penalty: 4521.114746
	Iteration 48Q: 3 clusters Score -793524.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -793529.437500 Penalty: 4521.114746
	Iteration 49Q: 3 clusters Score -793529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -793531.562500 Penalty: 4521.114746
	Iteration 50Q: 3 clusters Score -793531.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -793533.500000 Penalty: 4521.114746
	Iteration 51Q: 3 clusters Score -793533.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -793536.625000 Penalty: 4521.114746
	Iteration 52Q: 3 clusters Score -793536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -793539.937500 Penalty: 4521.114746
	Iteration 53Q: 3 clusters Score -793539.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -793542.187500 Penalty: 4521.114746
	Iteration 54Q: 3 clusters Score -793542.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -793544.750000 Penalty: 4521.114746
	Iteration 55Q: 3 clusters Score -793544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -793547.062500 Penalty: 4521.114746
	Iteration 56Q: 3 clusters Score -793547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -793550.812500 Penalty: 4521.114746
	Iteration 57Q: 3 clusters Score -793550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -793550.250000 Penalty: 4521.114746
	Iteration 58Q: 3 clusters Score -793550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -793554.312500 Penalty: 4521.114746
	Iteration 59Q: 3 clusters Score -793554.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -793557.250000 Penalty: 4521.114746
	Iteration 60F: 3 clusters Score -793557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -793559.000000 Penalty: 4521.114746
	Iteration 61Q: 3 clusters Score -793559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -793562.687500 Penalty: 4521.114746
	Iteration 62Q: 3 clusters Score -793562.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -793565.125000 Penalty: 4521.114746
	Iteration 63Q: 3 clusters Score -793565.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -793571.000000 Penalty: 4521.114746
	Iteration 64Q: 3 clusters Score -793571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -793571.562500 Penalty: 4521.114746
	Iteration 65Q: 3 clusters Score -793571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -793578.062500 Penalty: 4521.114746
	Iteration 66Q: 3 clusters Score -793578.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -793578.750000 Penalty: 4521.114746
	Iteration 67Q: 3 clusters Score -793578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -793584.000000 Penalty: 4521.114746
	Iteration 68Q: 3 clusters Score -793584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -793584.062500 Penalty: 4521.114746
	Iteration 69Q: 3 clusters Score -793584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -793587.062500 Penalty: 4521.114746
	Iteration 70Q: 3 clusters Score -793587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -793592.312500 Penalty: 4521.114746
	Iteration 71Q: 3 clusters Score -793592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -793595.750000 Penalty: 4521.114746
	Iteration 72Q: 3 clusters Score -793595.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -793600.937500 Penalty: 4521.114746
	Iteration 73Q: 3 clusters Score -793600.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -793606.500000 Penalty: 4521.114746
	Iteration 74Q: 3 clusters Score -793606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -793609.875000 Penalty: 4521.114746
	Iteration 75Q: 3 clusters Score -793609.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -793612.437500 Penalty: 4521.114746
	Iteration 76Q: 3 clusters Score -793612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -793616.750000 Penalty: 4521.114746
	Iteration 77Q: 3 clusters Score -793616.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -793619.875000 Penalty: 4521.114746
	Iteration 78Q: 3 clusters Score -793619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -793625.250000 Penalty: 4521.114746
	Iteration 79Q: 3 clusters Score -793625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -793627.812500 Penalty: 4521.114746
	Iteration 80F: 3 clusters Score -793627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -793630.875000 Penalty: 4521.114746
	Iteration 81Q: 3 clusters Score -793630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -793634.187500 Penalty: 4521.114746
	Iteration 82Q: 3 clusters Score -793634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -793636.312500 Penalty: 4521.114746
	Iteration 83Q: 3 clusters Score -793636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -793635.375000 Penalty: 4521.114746
	Iteration 84Q: 3 clusters Score -793635.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -793635.875000 Penalty: 4521.114746
	Iteration 85Q: 3 clusters Score -793635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -793635.812500 Penalty: 4521.114746
	Iteration 86Q: 3 clusters Score -793635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -793634.312500 Penalty: 4521.114746
	Iteration 87Q: 3 clusters Score -793634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -793634.312500 Penalty: 4521.114746
	Iteration 88F: 3 clusters Score -793634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47941 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99852 members 
Mstep: Class 23 contains 74979 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87954 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 4528 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 4564 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117324 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139304.000000 Penalty: 204195.187500
Splitting cluster 45 changes total score from -84139864.000000 to -84139304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Entering Unmasked Estep 
Score: -1033902.812500 Penalty: 2303.709473
	Iteration 0F: 2 clusters Score -1033903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1025759.750000 Penalty: 4607.418945
	Iteration 0F: 3 clusters Score -1025760 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1028372.625000 Penalty: 4607.418945
	Iteration 1F: 3 clusters Score -1028373 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1029404.500000 Penalty: 4607.418945
	Iteration 2F: 3 clusters Score -1029404 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1030495.125000 Penalty: 4607.418945
	Iteration 3F: 3 clusters Score -1030495 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1031368.375000 Penalty: 4607.418945
	Iteration 4F: 3 clusters Score -1031368 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1032021.687500 Penalty: 4607.418945
	Iteration 5F: 3 clusters Score -1032022 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1032422.187500 Penalty: 4607.418945
	Iteration 6Q: 3 clusters Score -1032422 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1032663.812500 Penalty: 4607.418945
	Iteration 7Q: 3 clusters Score -1032664 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1032840.000000 Penalty: 4607.418945
	Iteration 8Q: 3 clusters Score -1032840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1032990.000000 Penalty: 4607.418945
	Iteration 9Q: 3 clusters Score -1032990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1033149.875000 Penalty: 4607.418945
	Iteration 10Q: 3 clusters Score -1033150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1033302.812500 Penalty: 4607.418945
	Iteration 11Q: 3 clusters Score -1033303 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1033438.812500 Penalty: 4607.418945
	Iteration 12Q: 3 clusters Score -1033439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1033582.312500 Penalty: 4607.418945
	Iteration 13Q: 3 clusters Score -1033582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1033701.000000 Penalty: 4607.418945
	Iteration 14Q: 3 clusters Score -1033701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1033793.437500 Penalty: 4607.418945
	Iteration 15Q: 3 clusters Score -1033793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1033868.875000 Penalty: 4607.418945
	Iteration 16Q: 3 clusters Score -1033869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1033969.187500 Penalty: 4607.418945
	Iteration 17Q: 3 clusters Score -1033969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1034028.500000 Penalty: 4607.418945
	Iteration 18Q: 3 clusters Score -1034028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1034047.500000 Penalty: 4607.418945
	Iteration 19Q: 3 clusters Score -1034048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1034052.625000 Penalty: 4607.418945
	Iteration 20F: 3 clusters Score -1034053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1034057.500000 Penalty: 4607.418945
	Iteration 21Q: 3 clusters Score -1034058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1034058.500000 Penalty: 4607.418945
	Iteration 22Q: 3 clusters Score -1034058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1034058.250000 Penalty: 4607.418945
	Iteration 23Q: 3 clusters Score -1034058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1034058.250000 Penalty: 4607.418945
	Iteration 24F: 3 clusters Score -1034058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47941 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99852 members 
Mstep: Class 23 contains 74979 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87954 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 1068 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 9752 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117324 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84138848.000000 Penalty: 204195.187500
Splitting cluster 46 changes total score from -84139864.000000 to -84138848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -167047.843750 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -167047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -164362.015625 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -164362 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -164968.796875 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -164968.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165177.125000 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -165177.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -165291.796875 Penalty: 3813.927979
	Iteration 3F: 3 clusters Score -165291.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -165371.531250 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -165371.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -165442.968750 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -165443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -165510.515625 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -165510.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -165579.390625 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -165579.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -165625.906250 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -165625.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -165655.656250 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -165655.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -165680.546875 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -165680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -165698.265625 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -165698.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -165713.406250 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -165713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -165728.937500 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -165728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -165738.406250 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -165738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -165752.093750 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -165752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -165759.921875 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -165759.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -165773.328125 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -165773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -165786.578125 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -165786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -165794.484375 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -165794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -165805.609375 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -165805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -165814.062500 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -165814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -165823.109375 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -165823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -165833.078125 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -165833.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -165842.437500 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -165842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -165851.890625 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -165851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -165858.703125 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -165858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -165865.062500 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -165865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -165869.625000 Penalty: 3813.927979
	Iteration 28Q: 3 clusters Score -165869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -165873.937500 Penalty: 3813.927979
	Iteration 29Q: 3 clusters Score -165873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -165880.578125 Penalty: 3813.927979
	Iteration 30Q: 3 clusters Score -165880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -165884.453125 Penalty: 3813.927979
	Iteration 31Q: 3 clusters Score -165884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -165888.421875 Penalty: 3813.927979
	Iteration 32Q: 3 clusters Score -165888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -165891.500000 Penalty: 3813.927979
	Iteration 33Q: 3 clusters Score -165891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -165893.031250 Penalty: 3813.927979
	Iteration 34Q: 3 clusters Score -165893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165893.703125 Penalty: 3813.927979
	Iteration 35Q: 3 clusters Score -165893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -165894.625000 Penalty: 3813.927979
	Iteration 36Q: 3 clusters Score -165894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -165895.187500 Penalty: 3813.927979
	Iteration 37Q: 3 clusters Score -165895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -165897.078125 Penalty: 3813.927979
	Iteration 38Q: 3 clusters Score -165897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -165897.906250 Penalty: 3813.927979
	Iteration 39Q: 3 clusters Score -165897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -165899.812500 Penalty: 3813.927979
	Iteration 40F: 3 clusters Score -165899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -165903.015625 Penalty: 3813.927979
	Iteration 41Q: 3 clusters Score -165903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -165905.125000 Penalty: 3813.927979
	Iteration 42Q: 3 clusters Score -165905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -165905.593750 Penalty: 3813.927979
	Iteration 43Q: 3 clusters Score -165905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -165905.593750 Penalty: 3813.927979
	Iteration 44F: 3 clusters Score -165905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -1425294.000000 Penalty: 2382.777832
	Iteration 0F: 2 clusters Score -1425294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1414563.500000 Penalty: 4765.555664
	Iteration 0F: 3 clusters Score -1414564 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1417984.875000 Penalty: 4765.555664
	Iteration 1F: 3 clusters Score -1417985 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1418374.750000 Penalty: 4765.555664
	Iteration 2F: 3 clusters Score -1418375 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1418765.750000 Penalty: 4765.555664
	Iteration 3F: 3 clusters Score -1418766 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1419172.125000 Penalty: 4765.555664
	Iteration 4F: 3 clusters Score -1419172 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1419591.875000 Penalty: 4765.555664
	Iteration 5F: 3 clusters Score -1419592 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1419998.250000 Penalty: 4765.555664
	Iteration 6Q: 3 clusters Score -1419998 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1420408.875000 Penalty: 4765.555664
	Iteration 7Q: 3 clusters Score -1420409 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1420767.875000 Penalty: 4765.555664
	Iteration 8Q: 3 clusters Score -1420768 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1421071.000000 Penalty: 4765.555664
	Iteration 9Q: 3 clusters Score -1421071 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1421337.625000 Penalty: 4765.555664
	Iteration 10Q: 3 clusters Score -1421338 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1421561.125000 Penalty: 4765.555664
	Iteration 11Q: 3 clusters Score -1421561 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1421742.375000 Penalty: 4765.555664
	Iteration 12Q: 3 clusters Score -1421742 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1421883.000000 Penalty: 4765.555664
	Iteration 13Q: 3 clusters Score -1421883 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1422021.250000 Penalty: 4765.555664
	Iteration 14Q: 3 clusters Score -1422021 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1422161.625000 Penalty: 4765.555664
	Iteration 15Q: 3 clusters Score -1422162 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1422302.375000 Penalty: 4765.555664
	Iteration 16Q: 3 clusters Score -1422302 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1422425.750000 Penalty: 4765.555664
	Iteration 17Q: 3 clusters Score -1422426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1422522.875000 Penalty: 4765.555664
	Iteration 18Q: 3 clusters Score -1422523 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1422616.000000 Penalty: 4765.555664
	Iteration 19Q: 3 clusters Score -1422616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1422687.125000 Penalty: 4765.555664
	Iteration 20F: 3 clusters Score -1422687 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1422728.250000 Penalty: 4765.555664
	Iteration 21Q: 3 clusters Score -1422728 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1422776.375000 Penalty: 4765.555664
	Iteration 22Q: 3 clusters Score -1422776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1422838.625000 Penalty: 4765.555664
	Iteration 23Q: 3 clusters Score -1422839 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1422895.750000 Penalty: 4765.555664
	Iteration 24Q: 3 clusters Score -1422896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1422939.625000 Penalty: 4765.555664
	Iteration 25Q: 3 clusters Score -1422940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1422963.750000 Penalty: 4765.555664
	Iteration 26Q: 3 clusters Score -1422964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1422982.125000 Penalty: 4765.555664
	Iteration 27Q: 3 clusters Score -1422982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1423000.500000 Penalty: 4765.555664
	Iteration 28Q: 3 clusters Score -1423000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1423008.375000 Penalty: 4765.555664
	Iteration 29Q: 3 clusters Score -1423008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1423024.500000 Penalty: 4765.555664
	Iteration 30Q: 3 clusters Score -1423024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1423031.500000 Penalty: 4765.555664
	Iteration 31Q: 3 clusters Score -1423032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1423043.000000 Penalty: 4765.555664
	Iteration 32Q: 3 clusters Score -1423043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1423048.375000 Penalty: 4765.555664
	Iteration 33Q: 3 clusters Score -1423048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1423061.500000 Penalty: 4765.555664
	Iteration 34Q: 3 clusters Score -1423062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1423061.375000 Penalty: 4765.555664
	Iteration 35Q: 3 clusters Score -1423061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1423071.125000 Penalty: 4765.555664
	Iteration 36Q: 3 clusters Score -1423071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1423074.750000 Penalty: 4765.555664
	Iteration 37Q: 3 clusters Score -1423075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1423082.625000 Penalty: 4765.555664
	Iteration 38Q: 3 clusters Score -1423083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1423085.750000 Penalty: 4765.555664
	Iteration 39Q: 3 clusters Score -1423086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1423092.000000 Penalty: 4765.555664
	Iteration 40F: 3 clusters Score -1423092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1423105.875000 Penalty: 4765.555664
	Iteration 41Q: 3 clusters Score -1423106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1423112.625000 Penalty: 4765.555664
	Iteration 42Q: 3 clusters Score -1423113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1423116.500000 Penalty: 4765.555664
	Iteration 43Q: 3 clusters Score -1423116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1423118.500000 Penalty: 4765.555664
	Iteration 44Q: 3 clusters Score -1423118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1423119.125000 Penalty: 4765.555664
	Iteration 45Q: 3 clusters Score -1423119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1423120.375000 Penalty: 4765.555664
	Iteration 46Q: 3 clusters Score -1423120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1423124.375000 Penalty: 4765.555664
	Iteration 47Q: 3 clusters Score -1423124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1423122.500000 Penalty: 4765.555664
	Iteration 48Q: 3 clusters Score -1423122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1423125.375000 Penalty: 4765.555664
	Iteration 49Q: 3 clusters Score -1423125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1423129.750000 Penalty: 4765.555664
	Iteration 50Q: 3 clusters Score -1423130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1423130.250000 Penalty: 4765.555664
	Iteration 51Q: 3 clusters Score -1423130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1423134.875000 Penalty: 4765.555664
	Iteration 52Q: 3 clusters Score -1423135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1423138.000000 Penalty: 4765.555664
	Iteration 53Q: 3 clusters Score -1423138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1423137.500000 Penalty: 4765.555664
	Iteration 54Q: 3 clusters Score -1423138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1423136.000000 Penalty: 4765.555664
	Iteration 55Q: 3 clusters Score -1423136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1423139.125000 Penalty: 4765.555664
	Iteration 56Q: 3 clusters Score -1423139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1423143.000000 Penalty: 4765.555664
	Iteration 57Q: 3 clusters Score -1423143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1423146.125000 Penalty: 4765.555664
	Iteration 58Q: 3 clusters Score -1423146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1423151.625000 Penalty: 4765.555664
	Iteration 59Q: 3 clusters Score -1423152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1423151.875000 Penalty: 4765.555664
	Iteration 60F: 3 clusters Score -1423152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1423161.750000 Penalty: 4765.555664
	Iteration 61Q: 3 clusters Score -1423162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1423163.875000 Penalty: 4765.555664
	Iteration 62Q: 3 clusters Score -1423164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1423167.125000 Penalty: 4765.555664
	Iteration 63Q: 3 clusters Score -1423167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1423171.125000 Penalty: 4765.555664
	Iteration 64Q: 3 clusters Score -1423171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1423173.125000 Penalty: 4765.555664
	Iteration 65Q: 3 clusters Score -1423173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1423177.125000 Penalty: 4765.555664
	Iteration 66Q: 3 clusters Score -1423177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1423181.000000 Penalty: 4765.555664
	Iteration 67Q: 3 clusters Score -1423181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1423181.125000 Penalty: 4765.555664
	Iteration 68Q: 3 clusters Score -1423181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1423184.125000 Penalty: 4765.555664
	Iteration 69Q: 3 clusters Score -1423184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1423187.500000 Penalty: 4765.555664
	Iteration 70Q: 3 clusters Score -1423188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1423188.875000 Penalty: 4765.555664
	Iteration 71Q: 3 clusters Score -1423189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1423191.125000 Penalty: 4765.555664
	Iteration 72Q: 3 clusters Score -1423191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1423191.750000 Penalty: 4765.555664
	Iteration 73Q: 3 clusters Score -1423192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1423195.875000 Penalty: 4765.555664
	Iteration 74Q: 3 clusters Score -1423196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1423203.250000 Penalty: 4765.555664
	Iteration 75Q: 3 clusters Score -1423203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1423203.500000 Penalty: 4765.555664
	Iteration 76Q: 3 clusters Score -1423204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1423210.875000 Penalty: 4765.555664
	Iteration 77Q: 3 clusters Score -1423211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1423210.625000 Penalty: 4765.555664
	Iteration 78Q: 3 clusters Score -1423211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1423219.875000 Penalty: 4765.555664
	Iteration 79Q: 3 clusters Score -1423220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1423230.125000 Penalty: 4765.555664
	Iteration 80F: 3 clusters Score -1423230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1423239.750000 Penalty: 4765.555664
	Iteration 81Q: 3 clusters Score -1423240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1423250.875000 Penalty: 4765.555664
	Iteration 82Q: 3 clusters Score -1423251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1423264.625000 Penalty: 4765.555664
	Iteration 83Q: 3 clusters Score -1423265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1423275.250000 Penalty: 4765.555664
	Iteration 84Q: 3 clusters Score -1423275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1423283.875000 Penalty: 4765.555664
	Iteration 85Q: 3 clusters Score -1423284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1423295.750000 Penalty: 4765.555664
	Iteration 86Q: 3 clusters Score -1423296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1423298.125000 Penalty: 4765.555664
	Iteration 87Q: 3 clusters Score -1423298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1423306.625000 Penalty: 4765.555664
	Iteration 88Q: 3 clusters Score -1423307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1423314.375000 Penalty: 4765.555664
	Iteration 89Q: 3 clusters Score -1423314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1423320.375000 Penalty: 4765.555664
	Iteration 90Q: 3 clusters Score -1423320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1423321.125000 Penalty: 4765.555664
	Iteration 91Q: 3 clusters Score -1423321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1423326.500000 Penalty: 4765.555664
	Iteration 92Q: 3 clusters Score -1423326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1423332.125000 Penalty: 4765.555664
	Iteration 93Q: 3 clusters Score -1423332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1423342.250000 Penalty: 4765.555664
	Iteration 94Q: 3 clusters Score -1423342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1423344.375000 Penalty: 4765.555664
	Iteration 95Q: 3 clusters Score -1423344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1423350.125000 Penalty: 4765.555664
	Iteration 96Q: 3 clusters Score -1423350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1423352.625000 Penalty: 4765.555664
	Iteration 97Q: 3 clusters Score -1423353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1423357.125000 Penalty: 4765.555664
	Iteration 98Q: 3 clusters Score -1423357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1423361.625000 Penalty: 4765.555664
	Iteration 99Q: 3 clusters Score -1423362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1423363.250000 Penalty: 4765.555664
	Iteration 100F: 3 clusters Score -1423363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1423368.375000 Penalty: 4765.555664
	Iteration 101Q: 3 clusters Score -1423368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1423374.125000 Penalty: 4765.555664
	Iteration 102Q: 3 clusters Score -1423374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1423375.250000 Penalty: 4765.555664
	Iteration 103Q: 3 clusters Score -1423375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1423379.500000 Penalty: 4765.555664
	Iteration 104Q: 3 clusters Score -1423380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1423379.750000 Penalty: 4765.555664
	Iteration 105Q: 3 clusters Score -1423380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1423383.375000 Penalty: 4765.555664
	Iteration 106Q: 3 clusters Score -1423383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1423384.375000 Penalty: 4765.555664
	Iteration 107Q: 3 clusters Score -1423384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1423388.750000 Penalty: 4765.555664
	Iteration 108Q: 3 clusters Score -1423389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1423392.125000 Penalty: 4765.555664
	Iteration 109Q: 3 clusters Score -1423392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1423391.375000 Penalty: 4765.555664
	Iteration 110Q: 3 clusters Score -1423391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1423390.625000 Penalty: 4765.555664
	Iteration 111Q: 3 clusters Score -1423391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1423394.125000 Penalty: 4765.555664
	Iteration 112Q: 3 clusters Score -1423394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1423394.375000 Penalty: 4765.555664
	Iteration 113Q: 3 clusters Score -1423394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1423395.375000 Penalty: 4765.555664
	Iteration 114Q: 3 clusters Score -1423395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1423395.375000 Penalty: 4765.555664
	Iteration 115F: 3 clusters Score -1423395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -244088.218750 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -244088.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -241135.796875 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -241135.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -241736.875000 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -241736.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -241941.765625 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -241941.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242053.625000 Penalty: 3901.513916
	Iteration 3Q: 3 clusters Score -242053.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -242123.046875 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -242123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -242171.656250 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -242171.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -242214.890625 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -242214.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -242235.609375 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -242235.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -242251.703125 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -242251.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -242266.718750 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -242266.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242280.390625 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -242280.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -242291.062500 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -242291.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242303.718750 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -242303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -242315.062500 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -242315.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -242331.500000 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -242331.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -242345.078125 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -242345.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -242358.890625 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -242358.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242372.609375 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -242372.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242391.312500 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -242391.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -242413.968750 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -242414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -242434.265625 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -242434.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -242451.093750 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -242451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -242468.531250 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -242468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -242489.375000 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -242489.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242522.296875 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -242522.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242567.421875 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -242567.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242620.843750 Penalty: 3901.513916
	Iteration 26Q: 3 clusters Score -242620.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242685.453125 Penalty: 3901.513916
	Iteration 27Q: 3 clusters Score -242685.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242796.906250 Penalty: 3901.513916
	Iteration 28Q: 3 clusters Score -242796.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242931.828125 Penalty: 3901.513916
	Iteration 29Q: 3 clusters Score -242931.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -243061.015625 Penalty: 3901.513916
	Iteration 30Q: 3 clusters Score -243061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -243160.531250 Penalty: 3901.513916
	Iteration 31Q: 3 clusters Score -243160.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -243212.734375 Penalty: 3901.513916
	Iteration 32Q: 3 clusters Score -243212.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243237.515625 Penalty: 3901.513916
	Iteration 33Q: 3 clusters Score -243237.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243251.203125 Penalty: 3901.513916
	Iteration 34Q: 3 clusters Score -243251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -243258.671875 Penalty: 3901.513916
	Iteration 35Q: 3 clusters Score -243258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243259.859375 Penalty: 3901.513916
	Iteration 36Q: 3 clusters Score -243259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -243264.296875 Penalty: 3901.513916
	Iteration 37Q: 3 clusters Score -243264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -243267.484375 Penalty: 3901.513916
	Iteration 38Q: 3 clusters Score -243267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -243271.062500 Penalty: 3901.513916
	Iteration 39Q: 3 clusters Score -243271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -243272.750000 Penalty: 3901.513916
	Iteration 40F: 3 clusters Score -243272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -243274.312500 Penalty: 3901.513916
	Iteration 41Q: 3 clusters Score -243274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243274.859375 Penalty: 3901.513916
	Iteration 42Q: 3 clusters Score -243274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243274.859375 Penalty: 3901.513916
	Iteration 43F: 3 clusters Score -243274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Entering Unmasked Estep 
Score: -1497165.250000 Penalty: 2380.282471
	Iteration 0F: 2 clusters Score -1497165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1486499.625000 Penalty: 4760.564941
	Iteration 0F: 3 clusters Score -1486500 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1489909.875000 Penalty: 4760.564941
	Iteration 1F: 3 clusters Score -1489910 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1490314.625000 Penalty: 4760.564941
	Iteration 2F: 3 clusters Score -1490315 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1490643.875000 Penalty: 4760.564941
	Iteration 3F: 3 clusters Score -1490644 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1490903.000000 Penalty: 4760.564941
	Iteration 4Q: 3 clusters Score -1490903 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1491102.875000 Penalty: 4760.564941
	Iteration 5Q: 3 clusters Score -1491103 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1491280.875000 Penalty: 4760.564941
	Iteration 6Q: 3 clusters Score -1491281 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1491460.625000 Penalty: 4760.564941
	Iteration 7Q: 3 clusters Score -1491461 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1491647.000000 Penalty: 4760.564941
	Iteration 8Q: 3 clusters Score -1491647 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1491826.750000 Penalty: 4760.564941
	Iteration 9Q: 3 clusters Score -1491827 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1492035.625000 Penalty: 4760.564941
	Iteration 10Q: 3 clusters Score -1492036 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1492292.375000 Penalty: 4760.564941
	Iteration 11Q: 3 clusters Score -1492292 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1492624.500000 Penalty: 4760.564941
	Iteration 12Q: 3 clusters Score -1492624 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1493002.250000 Penalty: 4760.564941
	Iteration 13Q: 3 clusters Score -1493002 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1493328.750000 Penalty: 4760.564941
	Iteration 14Q: 3 clusters Score -1493329 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1493607.250000 Penalty: 4760.564941
	Iteration 15Q: 3 clusters Score -1493607 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1493807.500000 Penalty: 4760.564941
	Iteration 16Q: 3 clusters Score -1493808 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1493931.625000 Penalty: 4760.564941
	Iteration 17Q: 3 clusters Score -1493932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1494056.000000 Penalty: 4760.564941
	Iteration 18Q: 3 clusters Score -1494056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1494152.625000 Penalty: 4760.564941
	Iteration 19Q: 3 clusters Score -1494153 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1494252.375000 Penalty: 4760.564941
	Iteration 20F: 3 clusters Score -1494252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1494350.375000 Penalty: 4760.564941
	Iteration 21Q: 3 clusters Score -1494350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1494428.750000 Penalty: 4760.564941
	Iteration 22Q: 3 clusters Score -1494429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1494515.125000 Penalty: 4760.564941
	Iteration 23Q: 3 clusters Score -1494515 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1494581.375000 Penalty: 4760.564941
	Iteration 24Q: 3 clusters Score -1494581 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1494636.250000 Penalty: 4760.564941
	Iteration 25Q: 3 clusters Score -1494636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1494677.625000 Penalty: 4760.564941
	Iteration 26Q: 3 clusters Score -1494678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1494716.375000 Penalty: 4760.564941
	Iteration 27Q: 3 clusters Score -1494716 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1494756.125000 Penalty: 4760.564941
	Iteration 28Q: 3 clusters Score -1494756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1494792.375000 Penalty: 4760.564941
	Iteration 29Q: 3 clusters Score -1494792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1494833.250000 Penalty: 4760.564941
	Iteration 30Q: 3 clusters Score -1494833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1494852.875000 Penalty: 4760.564941
	Iteration 31Q: 3 clusters Score -1494853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1494876.625000 Penalty: 4760.564941
	Iteration 32Q: 3 clusters Score -1494877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1494895.000000 Penalty: 4760.564941
	Iteration 33Q: 3 clusters Score -1494895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1494926.250000 Penalty: 4760.564941
	Iteration 34Q: 3 clusters Score -1494926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1494943.875000 Penalty: 4760.564941
	Iteration 35Q: 3 clusters Score -1494944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1494960.250000 Penalty: 4760.564941
	Iteration 36Q: 3 clusters Score -1494960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1494975.625000 Penalty: 4760.564941
	Iteration 37Q: 3 clusters Score -1494976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1494991.375000 Penalty: 4760.564941
	Iteration 38Q: 3 clusters Score -1494991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1495010.875000 Penalty: 4760.564941
	Iteration 39Q: 3 clusters Score -1495011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1495024.125000 Penalty: 4760.564941
	Iteration 40F: 3 clusters Score -1495024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1495033.500000 Penalty: 4760.564941
	Iteration 41Q: 3 clusters Score -1495034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1495041.625000 Penalty: 4760.564941
	Iteration 42Q: 3 clusters Score -1495042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1495048.875000 Penalty: 4760.564941
	Iteration 43Q: 3 clusters Score -1495049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1495061.000000 Penalty: 4760.564941
	Iteration 44Q: 3 clusters Score -1495061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1495068.125000 Penalty: 4760.564941
	Iteration 45Q: 3 clusters Score -1495068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1495073.250000 Penalty: 4760.564941
	Iteration 46Q: 3 clusters Score -1495073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1495077.375000 Penalty: 4760.564941
	Iteration 47Q: 3 clusters Score -1495077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1495082.875000 Penalty: 4760.564941
	Iteration 48Q: 3 clusters Score -1495083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1495092.000000 Penalty: 4760.564941
	Iteration 49Q: 3 clusters Score -1495092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1495092.750000 Penalty: 4760.564941
	Iteration 50Q: 3 clusters Score -1495093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1495098.875000 Penalty: 4760.564941
	Iteration 51Q: 3 clusters Score -1495099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1495105.000000 Penalty: 4760.564941
	Iteration 52Q: 3 clusters Score -1495105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1495108.375000 Penalty: 4760.564941
	Iteration 53Q: 3 clusters Score -1495108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1495112.125000 Penalty: 4760.564941
	Iteration 54Q: 3 clusters Score -1495112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1495115.250000 Penalty: 4760.564941
	Iteration 55Q: 3 clusters Score -1495115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1495116.250000 Penalty: 4760.564941
	Iteration 56Q: 3 clusters Score -1495116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1495116.500000 Penalty: 4760.564941
	Iteration 57Q: 3 clusters Score -1495116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1495116.625000 Penalty: 4760.564941
	Iteration 58Q: 3 clusters Score -1495117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1495123.625000 Penalty: 4760.564941
	Iteration 59Q: 3 clusters Score -1495124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1495125.875000 Penalty: 4760.564941
	Iteration 60F: 3 clusters Score -1495126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1495126.375000 Penalty: 4760.564941
	Iteration 61Q: 3 clusters Score -1495126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1495124.750000 Penalty: 4760.564941
	Iteration 62Q: 3 clusters Score -1495125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1495128.625000 Penalty: 4760.564941
	Iteration 63Q: 3 clusters Score -1495129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1495130.000000 Penalty: 4760.564941
	Iteration 64Q: 3 clusters Score -1495130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1495130.750000 Penalty: 4760.564941
	Iteration 65Q: 3 clusters Score -1495131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1495134.375000 Penalty: 4760.564941
	Iteration 66Q: 3 clusters Score -1495134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1495135.125000 Penalty: 4760.564941
	Iteration 67Q: 3 clusters Score -1495135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1495134.875000 Penalty: 4760.564941
	Iteration 68Q: 3 clusters Score -1495135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1495134.875000 Penalty: 4760.564941
	Iteration 69F: 3 clusters Score -1495135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -305693.343750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -305693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -302367.843750 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -302367.8 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -303023.718750 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -303023.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -303143.468750 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -303143.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -303207.250000 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -303207.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -303255.593750 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -303255.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -303296.156250 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -303296.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -303326.906250 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -303326.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303343.218750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -303343.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -303353.312500 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -303353.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -303361.718750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -303361.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303367.750000 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -303367.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303375.125000 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -303375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -303381.937500 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -303381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -303387.281250 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -303387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303388.218750 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -303388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -303388.468750 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -303388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -303389.687500 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -303389.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303390.093750 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -303390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303390.750000 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -303390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -303391.750000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -303391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -303391.656250 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -303391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -654220.062500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -654220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -648611.875000 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -648611.9 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -650034.937500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -650034.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -650288.500000 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -650288.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -650480.937500 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -650480.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -650615.250000 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -650615.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -650732.312500 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -650732.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -650856.250000 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -650856.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -651001.875000 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -651001.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -651199.875000 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -651199.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -651420.750000 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -651420.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -651683.000000 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -651683 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -652025.437500 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -652025.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -652353.937500 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -652353.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -652661.500000 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -652661.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -653018.250000 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -653018.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -653391.750000 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -653391.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -653699.187500 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -653699.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -653898.562500 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -653898.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -653976.437500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -653976.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -654014.375000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -654014.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -654038.062500 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -654038.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -654047.437500 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -654047.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -654052.937500 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -654052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -654056.062500 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -654056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -654058.812500 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -654058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -654062.312500 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -654062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -654061.750000 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -654061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -654062.625000 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -654062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -654062.625000 Penalty: 4374.773926
	Iteration 28F: 3 clusters Score -654062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -204441.421875 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -204441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -201293.250000 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -201293.2 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -202067.593750 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -202067.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -202338.953125 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -202339 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -202548.859375 Penalty: 3946.238525
	Iteration 3F: 3 clusters Score -202548.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -202725.468750 Penalty: 3946.238525
	Iteration 4F: 3 clusters Score -202725.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -202864.218750 Penalty: 3946.238525
	Iteration 5Q: 3 clusters Score -202864.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -202978.312500 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -202978.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -203058.046875 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -203058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -203107.500000 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -203107.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -203149.593750 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -203149.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -203180.468750 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -203180.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -203220.875000 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -203220.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -203263.171875 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -203263.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -203286.312500 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -203286.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -203314.859375 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -203314.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -203336.656250 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -203336.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -203362.703125 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -203362.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -203384.468750 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -203384.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -203401.453125 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -203401.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -203414.218750 Penalty: 3946.238525
	Iteration 19Q: 3 clusters Score -203414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -203424.859375 Penalty: 3946.238525
	Iteration 20F: 3 clusters Score -203424.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -203435.546875 Penalty: 3946.238525
	Iteration 21Q: 3 clusters Score -203435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -203442.421875 Penalty: 3946.238525
	Iteration 22Q: 3 clusters Score -203442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -203446.859375 Penalty: 3946.238525
	Iteration 23Q: 3 clusters Score -203446.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -203453.953125 Penalty: 3946.238525
	Iteration 24Q: 3 clusters Score -203454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -203458.578125 Penalty: 3946.238525
	Iteration 25Q: 3 clusters Score -203458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203463.484375 Penalty: 3946.238525
	Iteration 26Q: 3 clusters Score -203463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -203466.593750 Penalty: 3946.238525
	Iteration 27Q: 3 clusters Score -203466.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -203469.546875 Penalty: 3946.238525
	Iteration 28Q: 3 clusters Score -203469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -203472.343750 Penalty: 3946.238525
	Iteration 29Q: 3 clusters Score -203472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203475.046875 Penalty: 3946.238525
	Iteration 30Q: 3 clusters Score -203475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203476.781250 Penalty: 3946.238525
	Iteration 31Q: 3 clusters Score -203476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -203478.421875 Penalty: 3946.238525
	Iteration 32Q: 3 clusters Score -203478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -203481.281250 Penalty: 3946.238525
	Iteration 33Q: 3 clusters Score -203481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -203484.015625 Penalty: 3946.238525
	Iteration 34Q: 3 clusters Score -203484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -203487.265625 Penalty: 3946.238525
	Iteration 35Q: 3 clusters Score -203487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -203492.187500 Penalty: 3946.238525
	Iteration 36Q: 3 clusters Score -203492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203498.125000 Penalty: 3946.238525
	Iteration 37Q: 3 clusters Score -203498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203500.718750 Penalty: 3946.238525
	Iteration 38Q: 3 clusters Score -203500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -203505.250000 Penalty: 3946.238525
	Iteration 39Q: 3 clusters Score -203505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203509.703125 Penalty: 3946.238525
	Iteration 40F: 3 clusters Score -203509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203512.796875 Penalty: 3946.238525
	Iteration 41Q: 3 clusters Score -203512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -203519.312500 Penalty: 3946.238525
	Iteration 42Q: 3 clusters Score -203519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -203526.781250 Penalty: 3946.238525
	Iteration 43Q: 3 clusters Score -203526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -203531.359375 Penalty: 3946.238525
	Iteration 44Q: 3 clusters Score -203531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -203536.812500 Penalty: 3946.238525
	Iteration 45Q: 3 clusters Score -203536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -203540.187500 Penalty: 3946.238525
	Iteration 46Q: 3 clusters Score -203540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -203541.609375 Penalty: 3946.238525
	Iteration 47Q: 3 clusters Score -203541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -203543.343750 Penalty: 3946.238525
	Iteration 48Q: 3 clusters Score -203543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -203547.718750 Penalty: 3946.238525
	Iteration 49Q: 3 clusters Score -203547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -203551.687500 Penalty: 3946.238525
	Iteration 50Q: 3 clusters Score -203551.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -203558.328125 Penalty: 3946.238525
	Iteration 51Q: 3 clusters Score -203558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -203567.656250 Penalty: 3946.238525
	Iteration 52Q: 3 clusters Score -203567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -203573.828125 Penalty: 3946.238525
	Iteration 53Q: 3 clusters Score -203573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -203576.843750 Penalty: 3946.238525
	Iteration 54Q: 3 clusters Score -203576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -203579.781250 Penalty: 3946.238525
	Iteration 55Q: 3 clusters Score -203579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -203583.796875 Penalty: 3946.238525
	Iteration 56Q: 3 clusters Score -203583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -203588.500000 Penalty: 3946.238525
	Iteration 57Q: 3 clusters Score -203588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -203590.812500 Penalty: 3946.238525
	Iteration 58Q: 3 clusters Score -203590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -203594.265625 Penalty: 3946.238525
	Iteration 59Q: 3 clusters Score -203594.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -203597.218750 Penalty: 3946.238525
	Iteration 60F: 3 clusters Score -203597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -203599.265625 Penalty: 3946.238525
	Iteration 61Q: 3 clusters Score -203599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -203600.000000 Penalty: 3946.238525
	Iteration 62Q: 3 clusters Score -203600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -203600.859375 Penalty: 3946.238525
	Iteration 63Q: 3 clusters Score -203600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -203601.890625 Penalty: 3946.238525
	Iteration 64Q: 3 clusters Score -203601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -203602.937500 Penalty: 3946.238525
	Iteration 65Q: 3 clusters Score -203602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -203604.015625 Penalty: 3946.238525
	Iteration 66Q: 3 clusters Score -203604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203605.343750 Penalty: 3946.238525
	Iteration 67Q: 3 clusters Score -203605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203605.937500 Penalty: 3946.238525
	Iteration 68Q: 3 clusters Score -203605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203608.156250 Penalty: 3946.238525
	Iteration 69Q: 3 clusters Score -203608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203611.421875 Penalty: 3946.238525
	Iteration 70Q: 3 clusters Score -203611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203611.921875 Penalty: 3946.238525
	Iteration 71Q: 3 clusters Score -203611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203611.921875 Penalty: 3946.238525
	Iteration 72F: 3 clusters Score -203611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -290803.718750 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -290803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287529.437500 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -287529.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -288140.156250 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -288140.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288297.187500 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -288297.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288395.468750 Penalty: 3980.656250
	Iteration 3Q: 3 clusters Score -288395.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288467.687500 Penalty: 3980.656250
	Iteration 4Q: 3 clusters Score -288467.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -288529.593750 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -288529.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -288569.031250 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -288569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288598.187500 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -288598.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -288625.656250 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -288625.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288650.093750 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -288650.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288667.468750 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -288667.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -288678.687500 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -288678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -288688.437500 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -288688.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -288699.375000 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -288699.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288708.718750 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -288708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288714.625000 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -288714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288724.500000 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -288724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -288737.218750 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -288737.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -288750.156250 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -288750.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288761.593750 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -288761.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -288773.937500 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -288773.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -288783.812500 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -288783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -288791.281250 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -288791.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -288799.531250 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -288799.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -288805.875000 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -288805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -288810.968750 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -288811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -288818.718750 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -288818.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -288832.750000 Penalty: 3980.656250
	Iteration 27Q: 3 clusters Score -288832.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -288851.312500 Penalty: 3980.656250
	Iteration 28Q: 3 clusters Score -288851.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -288873.156250 Penalty: 3980.656250
	Iteration 29Q: 3 clusters Score -288873.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -288887.718750 Penalty: 3980.656250
	Iteration 30Q: 3 clusters Score -288887.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -288900.500000 Penalty: 3980.656250
	Iteration 31Q: 3 clusters Score -288900.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -288919.906250 Penalty: 3980.656250
	Iteration 32Q: 3 clusters Score -288919.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288934.562500 Penalty: 3980.656250
	Iteration 33Q: 3 clusters Score -288934.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -288950.187500 Penalty: 3980.656250
	Iteration 34Q: 3 clusters Score -288950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -288966.218750 Penalty: 3980.656250
	Iteration 35Q: 3 clusters Score -288966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -288977.843750 Penalty: 3980.656250
	Iteration 36Q: 3 clusters Score -288977.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -288993.937500 Penalty: 3980.656250
	Iteration 37Q: 3 clusters Score -288993.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -289006.500000 Penalty: 3980.656250
	Iteration 38Q: 3 clusters Score -289006.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -289018.500000 Penalty: 3980.656250
	Iteration 39Q: 3 clusters Score -289018.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -289031.031250 Penalty: 3980.656250
	Iteration 40F: 3 clusters Score -289031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -289036.375000 Penalty: 3980.656250
	Iteration 41Q: 3 clusters Score -289036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -289041.250000 Penalty: 3980.656250
	Iteration 42Q: 3 clusters Score -289041.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -289049.250000 Penalty: 3980.656250
	Iteration 43Q: 3 clusters Score -289049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -289053.218750 Penalty: 3980.656250
	Iteration 44Q: 3 clusters Score -289053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -289056.593750 Penalty: 3980.656250
	Iteration 45Q: 3 clusters Score -289056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -289060.281250 Penalty: 3980.656250
	Iteration 46Q: 3 clusters Score -289060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -289064.062500 Penalty: 3980.656250
	Iteration 47Q: 3 clusters Score -289064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -289066.218750 Penalty: 3980.656250
	Iteration 48Q: 3 clusters Score -289066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -289068.156250 Penalty: 3980.656250
	Iteration 49Q: 3 clusters Score -289068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -289069.812500 Penalty: 3980.656250
	Iteration 50Q: 3 clusters Score -289069.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -289073.531250 Penalty: 3980.656250
	Iteration 51Q: 3 clusters Score -289073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -289075.531250 Penalty: 3980.656250
	Iteration 52Q: 3 clusters Score -289075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -289077.500000 Penalty: 3980.656250
	Iteration 53Q: 3 clusters Score -289077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -289078.531250 Penalty: 3980.656250
	Iteration 54Q: 3 clusters Score -289078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -289078.531250 Penalty: 3980.656250
	Iteration 55F: 3 clusters Score -289078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (117324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Entering Unmasked Estep 
Score: -11635656.000000 Penalty: 2894.828125
	Iteration 0F: 2 clusters Score -1.163566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -11557151.000000 Penalty: 5789.656250
	Iteration 0F: 3 clusters Score -1.155715e+07 nChanged 55551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -11589694.000000 Penalty: 5789.656250
	Iteration 1F: 3 clusters Score -1.158969e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -11590656.000000 Penalty: 5789.656250
	Iteration 2Q: 3 clusters Score -1.159066e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -11592000.000000 Penalty: 5789.656250
	Iteration 3Q: 3 clusters Score -1.1592e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -11593790.000000 Penalty: 5789.656250
	Iteration 4Q: 3 clusters Score -1.159379e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -11596197.000000 Penalty: 5789.656250
	Iteration 5Q: 3 clusters Score -1.15962e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -11599377.000000 Penalty: 5789.656250
	Iteration 6F: 3 clusters Score -1.159938e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -11603464.000000 Penalty: 5789.656250
	Iteration 7F: 3 clusters Score -1.160346e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -11607682.000000 Penalty: 5789.656250
	Iteration 8F: 3 clusters Score -1.160768e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -11611231.000000 Penalty: 5789.656250
	Iteration 9F: 3 clusters Score -1.161123e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -11613640.000000 Penalty: 5789.656250
	Iteration 10Q: 3 clusters Score -1.161364e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -11615212.000000 Penalty: 5789.656250
	Iteration 11Q: 3 clusters Score -1.161521e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -11616299.000000 Penalty: 5789.656250
	Iteration 12Q: 3 clusters Score -1.16163e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -11617293.000000 Penalty: 5789.656250
	Iteration 13Q: 3 clusters Score -1.161729e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -11618446.000000 Penalty: 5789.656250
	Iteration 14Q: 3 clusters Score -1.161845e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -11619587.000000 Penalty: 5789.656250
	Iteration 15Q: 3 clusters Score -1.161959e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -11620690.000000 Penalty: 5789.656250
	Iteration 16Q: 3 clusters Score -1.162069e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -11621886.000000 Penalty: 5789.656250
	Iteration 17Q: 3 clusters Score -1.162189e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -11623219.000000 Penalty: 5789.656250
	Iteration 18Q: 3 clusters Score -1.162322e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -11624556.000000 Penalty: 5789.656250
	Iteration 19Q: 3 clusters Score -1.162456e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -11625975.000000 Penalty: 5789.656250
	Iteration 20F: 3 clusters Score -1.162598e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -11627305.000000 Penalty: 5789.656250
	Iteration 21Q: 3 clusters Score -1.16273e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -11628501.000000 Penalty: 5789.656250
	Iteration 22Q: 3 clusters Score -1.16285e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -11629645.000000 Penalty: 5789.656250
	Iteration 23Q: 3 clusters Score -1.162964e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -11630562.000000 Penalty: 5789.656250
	Iteration 24Q: 3 clusters Score -1.163056e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -11631148.000000 Penalty: 5789.656250
	Iteration 25Q: 3 clusters Score -1.163115e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109077 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -11631750.000000 Penalty: 5789.656250
	Iteration 26Q: 3 clusters Score -1.163175e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -11632235.000000 Penalty: 5789.656250
	Iteration 27Q: 3 clusters Score -1.163224e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -11632541.000000 Penalty: 5789.656250
	Iteration 28Q: 3 clusters Score -1.163254e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -11632754.000000 Penalty: 5789.656250
	Iteration 29Q: 3 clusters Score -1.163275e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -11632929.000000 Penalty: 5789.656250
	Iteration 30Q: 3 clusters Score -1.163293e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -11633004.000000 Penalty: 5789.656250
	Iteration 31Q: 3 clusters Score -1.1633e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113284 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -11633079.000000 Penalty: 5789.656250
	Iteration 32Q: 3 clusters Score -1.163308e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -11633128.000000 Penalty: 5789.656250
	Iteration 33Q: 3 clusters Score -1.163313e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113761 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -11633184.000000 Penalty: 5789.656250
	Iteration 34Q: 3 clusters Score -1.163318e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -11633239.000000 Penalty: 5789.656250
	Iteration 35Q: 3 clusters Score -1.163324e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -11633301.000000 Penalty: 5789.656250
	Iteration 36Q: 3 clusters Score -1.16333e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -11633363.000000 Penalty: 5789.656250
	Iteration 37Q: 3 clusters Score -1.163336e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -11633388.000000 Penalty: 5789.656250
	Iteration 38Q: 3 clusters Score -1.163339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11633409.000000 Penalty: 5789.656250
	Iteration 39Q: 3 clusters Score -1.163341e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114540 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -11633436.000000 Penalty: 5789.656250
	Iteration 40F: 3 clusters Score -1.163344e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11633444.000000 Penalty: 5789.656250
	Iteration 41Q: 3 clusters Score -1.163344e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114656 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -11633454.000000 Penalty: 5789.656250
	Iteration 42Q: 3 clusters Score -1.163345e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114712 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -11633472.000000 Penalty: 5789.656250
	Iteration 43Q: 3 clusters Score -1.163347e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114767 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -11633495.000000 Penalty: 5789.656250
	Iteration 44Q: 3 clusters Score -1.16335e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11633505.000000 Penalty: 5789.656250
	Iteration 45Q: 3 clusters Score -1.16335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11633524.000000 Penalty: 5789.656250
	Iteration 46Q: 3 clusters Score -1.163352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114893 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -11633522.000000 Penalty: 5789.656250
	Iteration 47Q: 3 clusters Score -1.163352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -11633549.000000 Penalty: 5789.656250
	Iteration 48Q: 3 clusters Score -1.163355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114962 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11633559.000000 Penalty: 5789.656250
	Iteration 49Q: 3 clusters Score -1.163356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11633561.000000 Penalty: 5789.656250
	Iteration 50Q: 3 clusters Score -1.163356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115005 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -11633560.000000 Penalty: 5789.656250
	Iteration 51Q: 3 clusters Score -1.163356e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11633583.000000 Penalty: 5789.656250
	Iteration 52Q: 3 clusters Score -1.163358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115061 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -11633585.000000 Penalty: 5789.656250
	Iteration 53Q: 3 clusters Score -1.163358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11633608.000000 Penalty: 5789.656250
	Iteration 54Q: 3 clusters Score -1.163361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -11633619.000000 Penalty: 5789.656250
	Iteration 55Q: 3 clusters Score -1.163362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -11633631.000000 Penalty: 5789.656250
	Iteration 56Q: 3 clusters Score -1.163363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11633633.000000 Penalty: 5789.656250
	Iteration 57Q: 3 clusters Score -1.163363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115176 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11633617.000000 Penalty: 5789.656250
	Iteration 58Q: 3 clusters Score -1.163362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11633621.000000 Penalty: 5789.656250
	Iteration 59Q: 3 clusters Score -1.163362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11633617.000000 Penalty: 5789.656250
	Iteration 60F: 3 clusters Score -1.163362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11633636.000000 Penalty: 5789.656250
	Iteration 61Q: 3 clusters Score -1.163364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11633643.000000 Penalty: 5789.656250
	Iteration 62Q: 3 clusters Score -1.163364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11633644.000000 Penalty: 5789.656250
	Iteration 63Q: 3 clusters Score -1.163364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -11633642.000000 Penalty: 5789.656250
	Iteration 64Q: 3 clusters Score -1.163364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11633652.000000 Penalty: 5789.656250
	Iteration 65Q: 3 clusters Score -1.163365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11633654.000000 Penalty: 5789.656250
	Iteration 66Q: 3 clusters Score -1.163365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11633668.000000 Penalty: 5789.656250
	Iteration 67Q: 3 clusters Score -1.163367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11633669.000000 Penalty: 5789.656250
	Iteration 68Q: 3 clusters Score -1.163367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -11633664.000000 Penalty: 5789.656250
	Iteration 69Q: 3 clusters Score -1.163366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115334 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11633658.000000 Penalty: 5789.656250
	Iteration 70Q: 3 clusters Score -1.163366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11633660.000000 Penalty: 5789.656250
	Iteration 71Q: 3 clusters Score -1.163366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115347 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11633664.000000 Penalty: 5789.656250
	Iteration 72Q: 3 clusters Score -1.163366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11633672.000000 Penalty: 5789.656250
	Iteration 73Q: 3 clusters Score -1.163367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -11633677.000000 Penalty: 5789.656250
	Iteration 74Q: 3 clusters Score -1.163368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11633672.000000 Penalty: 5789.656250
	Iteration 75Q: 3 clusters Score -1.163367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115367 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11633686.000000 Penalty: 5789.656250
	Iteration 76Q: 3 clusters Score -1.163369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11633688.000000 Penalty: 5789.656250
	Iteration 77Q: 3 clusters Score -1.163369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11633699.000000 Penalty: 5789.656250
	Iteration 78Q: 3 clusters Score -1.16337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11633709.000000 Penalty: 5789.656250
	Iteration 79Q: 3 clusters Score -1.163371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11633705.000000 Penalty: 5789.656250
	Iteration 80F: 3 clusters Score -1.16337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -11633707.000000 Penalty: 5789.656250
	Iteration 81Q: 3 clusters Score -1.163371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11633710.000000 Penalty: 5789.656250
	Iteration 82Q: 3 clusters Score -1.163371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -11633706.000000 Penalty: 5789.656250
	Iteration 83Q: 3 clusters Score -1.163371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11633707.000000 Penalty: 5789.656250
	Iteration 84Q: 3 clusters Score -1.163371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11633713.000000 Penalty: 5789.656250
	Iteration 85Q: 3 clusters Score -1.163371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11633713.000000 Penalty: 5789.656250
	Iteration 86F: 3 clusters Score -1.163371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -82089.523438 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -82089.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80308.898438 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -80308.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80582.062500 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -80582.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80675.054688 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -80675.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80721.601562 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -80721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80743.085938 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -80743.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80757.265625 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -80757.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80766.859375 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -80766.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80772.945312 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -80772.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80776.562500 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -80776.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80776.843750 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -80776.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80776.843750 Penalty: 3358.311768
	Iteration 10F: 3 clusters Score -80776.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37332.261719 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37332.26 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 210 members 
Entering Unmasked Estep 
Score: -35885.957031 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -35885.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36010.144531 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -36010.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36065.128906 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -36065.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36104.421875 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36104.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36122.761719 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36122.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36136.660156 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -36136.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36146.476562 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -36146.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36152.835938 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -36152.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36152.835938 Penalty: 2988.829590
	Iteration 8F: 3 clusters Score -36152.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -38379.234375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -38379.23 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 212 members 
Entering Unmasked Estep 
Score: -36911.734375 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36911.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37042.859375 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -37042.86 nChanged 15
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: -37068.988281 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -37068.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37074.453125 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37074.45 nChanged 3
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: -37083.296875 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37083.3 nChanged 2
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: -37089.652344 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37089.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37093.542969 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37093.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37107.000000 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37107 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: -37110.449219 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37110.45 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: -37110.449219 Penalty: 2997.145996
	Iteration 9F: 3 clusters Score -37110.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -316511.125000 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -316511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -312992.187500 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -312992.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -313736.031250 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -313736 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -313931.125000 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -313931.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -314050.437500 Penalty: 4028.548828
	Iteration 3F: 3 clusters Score -314050.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -314145.781250 Penalty: 4028.548828
	Iteration 4Q: 3 clusters Score -314145.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -314219.500000 Penalty: 4028.548828
	Iteration 5Q: 3 clusters Score -314219.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -314289.750000 Penalty: 4028.548828
	Iteration 6Q: 3 clusters Score -314289.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -314357.218750 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -314357.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -314432.468750 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -314432.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -314501.000000 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -314501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -314549.781250 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -314549.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -314578.718750 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -314578.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -314605.343750 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -314605.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -314621.187500 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -314621.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -314629.375000 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -314629.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -314641.156250 Penalty: 4028.548828
	Iteration 15Q: 3 clusters Score -314641.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -314649.406250 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -314649.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -314655.187500 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -314655.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -314659.562500 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -314659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -314663.218750 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -314663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -314666.625000 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -314666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -314673.406250 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -314673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -314680.687500 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -314680.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -314686.718750 Penalty: 4028.548828
	Iteration 23Q: 3 clusters Score -314686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -314691.375000 Penalty: 4028.548828
	Iteration 24Q: 3 clusters Score -314691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -314693.718750 Penalty: 4028.548828
	Iteration 25Q: 3 clusters Score -314693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -314695.156250 Penalty: 4028.548828
	Iteration 26Q: 3 clusters Score -314695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -314697.031250 Penalty: 4028.548828
	Iteration 27Q: 3 clusters Score -314697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314698.937500 Penalty: 4028.548828
	Iteration 28Q: 3 clusters Score -314698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314699.375000 Penalty: 4028.548828
	Iteration 29Q: 3 clusters Score -314699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314700.718750 Penalty: 4028.548828
	Iteration 30Q: 3 clusters Score -314700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314701.031250 Penalty: 4028.548828
	Iteration 31Q: 3 clusters Score -314701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -314702.968750 Penalty: 4028.548828
	Iteration 32Q: 3 clusters Score -314703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -314703.750000 Penalty: 4028.548828
	Iteration 33Q: 3 clusters Score -314703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314706.468750 Penalty: 4028.548828
	Iteration 34Q: 3 clusters Score -314706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314708.656250 Penalty: 4028.548828
	Iteration 35Q: 3 clusters Score -314708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314709.500000 Penalty: 4028.548828
	Iteration 36Q: 3 clusters Score -314709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -314709.593750 Penalty: 4028.548828
	Iteration 37Q: 3 clusters Score -314709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -314710.875000 Penalty: 4028.548828
	Iteration 38Q: 3 clusters Score -314710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -314712.875000 Penalty: 4028.548828
	Iteration 39Q: 3 clusters Score -314712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314712.625000 Penalty: 4028.548828
	Iteration 40F: 3 clusters Score -314712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314712.250000 Penalty: 4028.548828
	Iteration 41Q: 3 clusters Score -314712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314713.093750 Penalty: 4028.548828
	Iteration 42Q: 3 clusters Score -314713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314713.781250 Penalty: 4028.548828
	Iteration 43Q: 3 clusters Score -314713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314715.000000 Penalty: 4028.548828
	Iteration 44Q: 3 clusters Score -314715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -314714.843750 Penalty: 4028.548828
	Iteration 45Q: 3 clusters Score -314714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314715.718750 Penalty: 4028.548828
	Iteration 46Q: 3 clusters Score -314715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -314716.968750 Penalty: 4028.548828
	Iteration 47Q: 3 clusters Score -314717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314717.218750 Penalty: 4028.548828
	Iteration 48Q: 3 clusters Score -314717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -314717.218750 Penalty: 4028.548828
	Iteration 49F: 3 clusters Score -314717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -75195.531250 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -75195.53 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 409 members 
Entering Unmasked Estep 
Score: -73419.289062 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -73419.29 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73629.078125 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -73629.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73696.929688 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -73696.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73734.664062 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -73734.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73756.078125 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -73756.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73781.601562 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -73781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73799.203125 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -73799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73817.812500 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -73817.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73827.101562 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -73827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73829.078125 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -73829.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73829.632812 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -73829.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73830.437500 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -73830.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73830.437500 Penalty: 3316.187012
	Iteration 12F: 3 clusters Score -73830.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47941 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99852 members 
Mstep: Class 23 contains 74979 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87954 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117324 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139880.000000 Penalty: 200791.921875
Iteration 439Q: 60 clusters Score -8.413988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47956 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55873 members 
Mstep: Class 22 contains 99856 members 
Mstep: Class 23 contains 74982 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32607 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33523 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87935 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117323 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139856.000000 Penalty: 200791.921875
Iteration 440F: 60 clusters Score -8.413986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47972 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29035 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99863 members 
Mstep: Class 23 contains 74985 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33524 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87908 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117324 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 441Q: 60 clusters Score -8.413978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 47987 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99871 members 
Mstep: Class 23 contains 74988 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33523 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87880 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5644 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14733 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117323 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139808.000000 Penalty: 200791.921875
Iteration 442Q: 60 clusters Score -8.413981e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48010 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55869 members 
Mstep: Class 22 contains 99874 members 
Mstep: Class 23 contains 74987 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33523 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9082 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87850 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9092 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2607 members 
Mstep: Class 50 contains 14733 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2853 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117328 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 443Q: 60 clusters Score -8.413985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48035 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55870 members 
Mstep: Class 22 contains 99874 members 
Mstep: Class 23 contains 74991 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20691 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9081 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87819 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2608 members 
Mstep: Class 50 contains 14733 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117329 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139848.000000 Penalty: 200791.921875
Iteration 444Q: 60 clusters Score -8.413985e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48057 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55868 members 
Mstep: Class 22 contains 99869 members 
Mstep: Class 23 contains 74998 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87796 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2609 members 
Mstep: Class 50 contains 14734 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117331 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139896.000000 Penalty: 200791.921875
Iteration 445Q: 60 clusters Score -8.41399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48079 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29033 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3424 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55869 members 
Mstep: Class 22 contains 99869 members 
Mstep: Class 23 contains 75000 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32618 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9084 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87771 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2186 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2612 members 
Mstep: Class 50 contains 14735 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117330 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139928.000000 Penalty: 200791.921875
Iteration 446Q: 60 clusters Score -8.413993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48106 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29030 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99867 members 
Mstep: Class 23 contains 74999 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32619 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 7398 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87747 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2187 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14735 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117331 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139936.000000 Penalty: 200791.921875
Iteration 447Q: 60 clusters Score -8.413994e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 48125 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29029 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99868 members 
Mstep: Class 23 contains 74995 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32616 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33522 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9083 members 
Mstep: Class 38 contains 36656 members 
Mstep: Class 39 contains 87730 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2188 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14735 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117333 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139912.000000 Penalty: 200791.921875
Iteration 448Q: 60 clusters Score -8.413991e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 48149 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99864 members 
Mstep: Class 23 contains 74993 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33523 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9084 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 87709 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14735 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117333 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139824.000000 Penalty: 200791.921875
Iteration 449Q: 60 clusters Score -8.413982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48166 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29024 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99865 members 
Mstep: Class 23 contains 74992 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32617 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33525 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9086 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 87688 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117335 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139792.000000 Penalty: 200791.921875
Iteration 450Q: 60 clusters Score -8.413979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48179 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99866 members 
Mstep: Class 23 contains 74998 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9086 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 87667 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117335 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139728.000000 Penalty: 200791.921875
Iteration 451Q: 60 clusters Score -8.413973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99869 members 
Mstep: Class 23 contains 74999 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9087 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 87650 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117335 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 452Q: 60 clusters Score -8.413978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48210 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29020 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99870 members 
Mstep: Class 23 contains 75001 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20690 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9089 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87627 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10821 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139784.000000 Penalty: 200791.921875
Iteration 453Q: 60 clusters Score -8.413978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48232 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29020 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55873 members 
Mstep: Class 22 contains 99876 members 
Mstep: Class 23 contains 75003 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20689 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33527 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9090 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87593 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10820 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2855 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117340 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139752.000000 Penalty: 200791.921875
Iteration 454Q: 60 clusters Score -8.413975e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48256 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1852 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99874 members 
Mstep: Class 23 contains 75004 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32616 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33527 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9093 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87568 members 
Mstep: Class 40 contains 2493 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2855 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117340 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139696.000000 Penalty: 200791.921875
Iteration 455Q: 60 clusters Score -8.41397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48272 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99873 members 
Mstep: Class 23 contains 75004 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9095 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87552 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117339 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139688.000000 Penalty: 200791.921875
Iteration 456Q: 60 clusters Score -8.413969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48286 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29020 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55879 members 
Mstep: Class 22 contains 99869 members 
Mstep: Class 23 contains 75001 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9098 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87540 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2343 members 
Mstep: Class 43 contains 13411 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14736 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139728.000000 Penalty: 200791.921875
Iteration 457Q: 60 clusters Score -8.413973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48309 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55877 members 
Mstep: Class 22 contains 99869 members 
Mstep: Class 23 contains 75001 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20688 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9101 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87517 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14737 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117337 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139736.000000 Penalty: 200791.921875
Iteration 458Q: 60 clusters Score -8.413974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48333 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99872 members 
Mstep: Class 23 contains 75006 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87488 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14738 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117334 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139760.000000 Penalty: 200791.921875
Iteration 459Q: 60 clusters Score -8.413976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48358 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55875 members 
Mstep: Class 22 contains 99869 members 
Mstep: Class 23 contains 75008 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87461 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14740 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117335 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139680.000000 Penalty: 200791.921875
Iteration 460F: 60 clusters Score -8.413968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48381 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55875 members 
Mstep: Class 22 contains 99872 members 
Mstep: Class 23 contains 75007 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87438 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14742 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117333 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139760.000000 Penalty: 200791.921875
Iteration 461Q: 60 clusters Score -8.413976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9472 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48407 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55871 members 
Mstep: Class 22 contains 99880 members 
Mstep: Class 23 contains 75007 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33525 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87412 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117331 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139752.000000 Penalty: 200791.921875
Iteration 462Q: 60 clusters Score -8.413975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9471 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48432 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55868 members 
Mstep: Class 22 contains 99891 members 
Mstep: Class 23 contains 75008 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33526 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87377 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117330 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139752.000000 Penalty: 200791.921875
Iteration 463Q: 60 clusters Score -8.413975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9469 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48462 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55865 members 
Mstep: Class 22 contains 99899 members 
Mstep: Class 23 contains 75009 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32615 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33527 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87345 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13408 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117328 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139768.000000 Penalty: 200791.921875
Iteration 464Q: 60 clusters Score -8.413977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9465 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48489 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55865 members 
Mstep: Class 22 contains 99901 members 
Mstep: Class 23 contains 75007 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32614 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33528 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87317 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117332 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139808.000000 Penalty: 200791.921875
Iteration 465Q: 60 clusters Score -8.413981e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9459 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48511 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55864 members 
Mstep: Class 22 contains 99910 members 
Mstep: Class 23 contains 75008 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33530 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36655 members 
Mstep: Class 39 contains 87287 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117335 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139776.000000 Penalty: 200791.921875
Iteration 466Q: 60 clusters Score -8.413978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9456 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48534 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55864 members 
Mstep: Class 22 contains 99911 members 
Mstep: Class 23 contains 75007 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33531 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 87267 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117336 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139720.000000 Penalty: 200791.921875
Iteration 467Q: 60 clusters Score -8.413972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48547 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19230 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55865 members 
Mstep: Class 22 contains 99913 members 
Mstep: Class 23 contains 75013 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33532 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36654 members 
Mstep: Class 39 contains 87247 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117338 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139704.000000 Penalty: 200791.921875
Iteration 468Q: 60 clusters Score -8.41397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9454 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48556 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55866 members 
Mstep: Class 22 contains 99913 members 
Mstep: Class 23 contains 75015 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33532 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87233 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117339 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139616.000000 Penalty: 200791.921875
Iteration 469Q: 60 clusters Score -8.413962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9451 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48563 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55867 members 
Mstep: Class 22 contains 99913 members 
Mstep: Class 23 contains 75016 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87222 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139616.000000 Penalty: 200791.921875
Iteration 470Q: 60 clusters Score -8.413962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9450 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48575 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55868 members 
Mstep: Class 22 contains 99914 members 
Mstep: Class 23 contains 75018 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36651 members 
Mstep: Class 39 contains 87208 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139632.000000 Penalty: 200791.921875
Iteration 471Q: 60 clusters Score -8.413963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9448 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48587 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55869 members 
Mstep: Class 22 contains 99913 members 
Mstep: Class 23 contains 75022 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36651 members 
Mstep: Class 39 contains 87192 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139696.000000 Penalty: 200791.921875
Iteration 472Q: 60 clusters Score -8.41397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9446 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48605 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55870 members 
Mstep: Class 22 contains 99912 members 
Mstep: Class 23 contains 75021 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87175 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139672.000000 Penalty: 200791.921875
Iteration 473Q: 60 clusters Score -8.413967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48616 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99912 members 
Mstep: Class 23 contains 75020 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32613 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87161 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14887 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139640.000000 Penalty: 200791.921875
Iteration 474Q: 60 clusters Score -8.413964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48629 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55875 members 
Mstep: Class 22 contains 99913 members 
Mstep: Class 23 contains 75022 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87148 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14885 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139672.000000 Penalty: 200791.921875
Iteration 475Q: 60 clusters Score -8.413967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48637 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55875 members 
Mstep: Class 22 contains 99915 members 
Mstep: Class 23 contains 75022 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87141 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14884 members 
Mstep: Class 49 contains 2614 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117342 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139696.000000 Penalty: 200791.921875
Iteration 476Q: 60 clusters Score -8.41397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48644 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99914 members 
Mstep: Class 23 contains 75020 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87136 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14883 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117342 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139712.000000 Penalty: 200791.921875
Iteration 477Q: 60 clusters Score -8.413971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48654 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55875 members 
Mstep: Class 22 contains 99913 members 
Mstep: Class 23 contains 75021 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87129 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139728.000000 Penalty: 200791.921875
Iteration 478Q: 60 clusters Score -8.413973e+07 nChanged 21
Entering ConstructFrom: 
Score: -84139728.000000 Penalty: 200791.921875
Entering ConstructFrom: 
Trying to split cluster 1 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -29651.763672 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -29651.76 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 187 members 
Entering Unmasked Estep 
Score: -28416.382812 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -28416.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28621.929688 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -28621.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28691.894531 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -28691.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28779.332031 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -28779.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28854.914062 Penalty: 2960.479004
	Iteration 4F: 3 clusters Score -28854.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28940.250000 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -28940.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28983.125000 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -28983.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29046.425781 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -29046.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29072.058594 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -29072.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29079.429688 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -29079.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29087.062500 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -29087.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29091.878906 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -29091.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29091.878906 Penalty: 2960.479004
	Iteration 12F: 3 clusters Score -29091.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -339611.843750 Penalty: 2061.348633
	Iteration 0F: 2 clusters Score -339611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -335758.093750 Penalty: 4122.697266
	Iteration 0F: 3 clusters Score -335758.1 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -336924.875000 Penalty: 4122.697266
	Iteration 1F: 3 clusters Score -336924.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -337546.406250 Penalty: 4122.697266
	Iteration 2F: 3 clusters Score -337546.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -337992.031250 Penalty: 4122.697266
	Iteration 3F: 3 clusters Score -337992 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -338263.906250 Penalty: 4122.697266
	Iteration 4F: 3 clusters Score -338263.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -338439.468750 Penalty: 4122.697266
	Iteration 5F: 3 clusters Score -338439.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -338572.968750 Penalty: 4122.697266
	Iteration 6Q: 3 clusters Score -338573 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -338698.875000 Penalty: 4122.697266
	Iteration 7Q: 3 clusters Score -338698.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -338820.343750 Penalty: 4122.697266
	Iteration 8Q: 3 clusters Score -338820.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -338939.625000 Penalty: 4122.697266
	Iteration 9Q: 3 clusters Score -338939.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -339030.750000 Penalty: 4122.697266
	Iteration 10Q: 3 clusters Score -339030.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -339106.343750 Penalty: 4122.697266
	Iteration 11Q: 3 clusters Score -339106.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -339167.656250 Penalty: 4122.697266
	Iteration 12Q: 3 clusters Score -339167.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -339216.250000 Penalty: 4122.697266
	Iteration 13Q: 3 clusters Score -339216.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -339269.812500 Penalty: 4122.697266
	Iteration 14Q: 3 clusters Score -339269.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -339314.156250 Penalty: 4122.697266
	Iteration 15Q: 3 clusters Score -339314.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -339353.656250 Penalty: 4122.697266
	Iteration 16Q: 3 clusters Score -339353.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -339402.500000 Penalty: 4122.697266
	Iteration 17Q: 3 clusters Score -339402.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -339454.937500 Penalty: 4122.697266
	Iteration 18Q: 3 clusters Score -339454.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339524.750000 Penalty: 4122.697266
	Iteration 19Q: 3 clusters Score -339524.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -339603.031250 Penalty: 4122.697266
	Iteration 20F: 3 clusters Score -339603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -339675.281250 Penalty: 4122.697266
	Iteration 21Q: 3 clusters Score -339675.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -339738.468750 Penalty: 4122.697266
	Iteration 22Q: 3 clusters Score -339738.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -339803.968750 Penalty: 4122.697266
	Iteration 23Q: 3 clusters Score -339804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -339840.156250 Penalty: 4122.697266
	Iteration 24Q: 3 clusters Score -339840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -339856.000000 Penalty: 4122.697266
	Iteration 25Q: 3 clusters Score -339856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -339870.031250 Penalty: 4122.697266
	Iteration 26Q: 3 clusters Score -339870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -339881.062500 Penalty: 4122.697266
	Iteration 27Q: 3 clusters Score -339881.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -339893.812500 Penalty: 4122.697266
	Iteration 28Q: 3 clusters Score -339893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -339902.531250 Penalty: 4122.697266
	Iteration 29Q: 3 clusters Score -339902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -339911.218750 Penalty: 4122.697266
	Iteration 30Q: 3 clusters Score -339911.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -339922.625000 Penalty: 4122.697266
	Iteration 31Q: 3 clusters Score -339922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -339933.375000 Penalty: 4122.697266
	Iteration 32Q: 3 clusters Score -339933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -339940.531250 Penalty: 4122.697266
	Iteration 33Q: 3 clusters Score -339940.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -339949.906250 Penalty: 4122.697266
	Iteration 34Q: 3 clusters Score -339949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -339957.187500 Penalty: 4122.697266
	Iteration 35Q: 3 clusters Score -339957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -339977.687500 Penalty: 4122.697266
	Iteration 36Q: 3 clusters Score -339977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -339989.593750 Penalty: 4122.697266
	Iteration 37Q: 3 clusters Score -339989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -340003.375000 Penalty: 4122.697266
	Iteration 38Q: 3 clusters Score -340003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -340013.187500 Penalty: 4122.697266
	Iteration 39Q: 3 clusters Score -340013.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -340025.937500 Penalty: 4122.697266
	Iteration 40F: 3 clusters Score -340025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -340035.031250 Penalty: 4122.697266
	Iteration 41Q: 3 clusters Score -340035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -340036.750000 Penalty: 4122.697266
	Iteration 42Q: 3 clusters Score -340036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -340038.656250 Penalty: 4122.697266
	Iteration 43Q: 3 clusters Score -340038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -340039.093750 Penalty: 4122.697266
	Iteration 44Q: 3 clusters Score -340039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -340044.656250 Penalty: 4122.697266
	Iteration 45Q: 3 clusters Score -340044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -340048.812500 Penalty: 4122.697266
	Iteration 46Q: 3 clusters Score -340048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -340060.062500 Penalty: 4122.697266
	Iteration 47Q: 3 clusters Score -340060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -340065.031250 Penalty: 4122.697266
	Iteration 48Q: 3 clusters Score -340065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -340078.406250 Penalty: 4122.697266
	Iteration 49Q: 3 clusters Score -340078.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -340092.875000 Penalty: 4122.697266
	Iteration 50Q: 3 clusters Score -340092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -340118.406250 Penalty: 4122.697266
	Iteration 51Q: 3 clusters Score -340118.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -340162.875000 Penalty: 4122.697266
	Iteration 52Q: 3 clusters Score -340162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -340187.156250 Penalty: 4122.697266
	Iteration 53Q: 3 clusters Score -340187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -340205.468750 Penalty: 4122.697266
	Iteration 54Q: 3 clusters Score -340205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -340217.125000 Penalty: 4122.697266
	Iteration 55Q: 3 clusters Score -340217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -340221.593750 Penalty: 4122.697266
	Iteration 56Q: 3 clusters Score -340221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -340221.937500 Penalty: 4122.697266
	Iteration 57Q: 3 clusters Score -340221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -340223.718750 Penalty: 4122.697266
	Iteration 58Q: 3 clusters Score -340223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -340223.718750 Penalty: 4122.697266
	Iteration 59F: 3 clusters Score -340223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48658 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99917 members 
Mstep: Class 23 contains 75021 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87126 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 41 contains 570 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139024.000000 Penalty: 204195.187500
Splitting cluster 2 changes total score from -84139728.000000 to -84139024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -931844.187500 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -931844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -924528.875000 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -924528.9 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -926500.937500 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -926500.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -926790.375000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -926790.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -926984.812500 Penalty: 4539.639648
	Iteration 3F: 3 clusters Score -926984.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -927128.250000 Penalty: 4539.639648
	Iteration 4Q: 3 clusters Score -927128.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -927236.000000 Penalty: 4539.639648
	Iteration 5Q: 3 clusters Score -927236 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -927320.937500 Penalty: 4539.639648
	Iteration 6Q: 3 clusters Score -927320.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -927400.437500 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -927400.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -927468.562500 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -927468.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -927544.187500 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -927544.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -927615.500000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -927615.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -927680.250000 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -927680.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -927742.312500 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -927742.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -927812.312500 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -927812.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -927894.687500 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -927894.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -928001.312500 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -928001.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -928122.312500 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -928122.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -928247.500000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -928247.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -928392.562500 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -928392.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -928553.250000 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -928553.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -928732.812500 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -928732.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -928928.437500 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -928928.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -929104.062500 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -929104.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -929255.625000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -929255.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -929390.437500 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -929390.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -929485.062500 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -929485.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -929565.937500 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -929565.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -929630.625000 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -929630.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -929692.312500 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -929692.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -929733.500000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -929733.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -929772.937500 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -929772.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -929798.375000 Penalty: 4539.639648
	Iteration 31Q: 3 clusters Score -929798.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -929821.062500 Penalty: 4539.639648
	Iteration 32Q: 3 clusters Score -929821.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -929843.687500 Penalty: 4539.639648
	Iteration 33Q: 3 clusters Score -929843.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -929860.937500 Penalty: 4539.639648
	Iteration 34Q: 3 clusters Score -929860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -929864.437500 Penalty: 4539.639648
	Iteration 35Q: 3 clusters Score -929864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -929868.937500 Penalty: 4539.639648
	Iteration 36Q: 3 clusters Score -929868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -929875.562500 Penalty: 4539.639648
	Iteration 37Q: 3 clusters Score -929875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -929880.875000 Penalty: 4539.639648
	Iteration 38Q: 3 clusters Score -929880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -929883.125000 Penalty: 4539.639648
	Iteration 39Q: 3 clusters Score -929883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -929884.812500 Penalty: 4539.639648
	Iteration 40F: 3 clusters Score -929884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -929891.125000 Penalty: 4539.639648
	Iteration 41Q: 3 clusters Score -929891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -929896.875000 Penalty: 4539.639648
	Iteration 42Q: 3 clusters Score -929896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -929902.937500 Penalty: 4539.639648
	Iteration 43Q: 3 clusters Score -929902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -929908.375000 Penalty: 4539.639648
	Iteration 44Q: 3 clusters Score -929908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -929911.625000 Penalty: 4539.639648
	Iteration 45Q: 3 clusters Score -929911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -929913.187500 Penalty: 4539.639648
	Iteration 46Q: 3 clusters Score -929913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -929914.250000 Penalty: 4539.639648
	Iteration 47Q: 3 clusters Score -929914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -929915.937500 Penalty: 4539.639648
	Iteration 48Q: 3 clusters Score -929915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -929917.000000 Penalty: 4539.639648
	Iteration 49Q: 3 clusters Score -929917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -929918.312500 Penalty: 4539.639648
	Iteration 50Q: 3 clusters Score -929918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -929917.875000 Penalty: 4539.639648
	Iteration 51Q: 3 clusters Score -929917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -929919.312500 Penalty: 4539.639648
	Iteration 52Q: 3 clusters Score -929919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -929919.312500 Penalty: 4539.639648
	Iteration 53F: 3 clusters Score -929919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Entering Unmasked Estep 
Score: -1162081.500000 Penalty: 2322.464600
	Iteration 0F: 2 clusters Score -1162082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1153366.375000 Penalty: 4644.929199
	Iteration 0F: 3 clusters Score -1153366 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1156103.875000 Penalty: 4644.929199
	Iteration 1F: 3 clusters Score -1156104 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1156549.500000 Penalty: 4644.929199
	Iteration 2F: 3 clusters Score -1156550 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1156983.000000 Penalty: 4644.929199
	Iteration 3F: 3 clusters Score -1156983 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1157566.875000 Penalty: 4644.929199
	Iteration 4F: 3 clusters Score -1157567 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1158328.250000 Penalty: 4644.929199
	Iteration 5F: 3 clusters Score -1158328 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1159130.375000 Penalty: 4644.929199
	Iteration 6F: 3 clusters Score -1159130 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1159708.875000 Penalty: 4644.929199
	Iteration 7F: 3 clusters Score -1159709 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1160046.000000 Penalty: 4644.929199
	Iteration 8Q: 3 clusters Score -1160046 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1160216.250000 Penalty: 4644.929199
	Iteration 9Q: 3 clusters Score -1160216 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1160293.875000 Penalty: 4644.929199
	Iteration 10Q: 3 clusters Score -1160294 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1160325.500000 Penalty: 4644.929199
	Iteration 11Q: 3 clusters Score -1160326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1160340.625000 Penalty: 4644.929199
	Iteration 12Q: 3 clusters Score -1160341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1160352.000000 Penalty: 4644.929199
	Iteration 13Q: 3 clusters Score -1160352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1160360.375000 Penalty: 4644.929199
	Iteration 14Q: 3 clusters Score -1160360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1160360.250000 Penalty: 4644.929199
	Iteration 15Q: 3 clusters Score -1160360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1160362.750000 Penalty: 4644.929199
	Iteration 16Q: 3 clusters Score -1160363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1160362.375000 Penalty: 4644.929199
	Iteration 17Q: 3 clusters Score -1160362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1160363.500000 Penalty: 4644.929199
	Iteration 18Q: 3 clusters Score -1160364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1160364.125000 Penalty: 4644.929199
	Iteration 19Q: 3 clusters Score -1160364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1160367.875000 Penalty: 4644.929199
	Iteration 20F: 3 clusters Score -1160368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1160366.250000 Penalty: 4644.929199
	Iteration 21Q: 3 clusters Score -1160366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1160367.375000 Penalty: 4644.929199
	Iteration 22Q: 3 clusters Score -1160367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1160368.625000 Penalty: 4644.929199
	Iteration 23Q: 3 clusters Score -1160369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1160368.625000 Penalty: 4644.929199
	Iteration 24F: 3 clusters Score -1160369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -265559.406250 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -265559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -262194.781250 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -262194.8 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -263025.656250 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -263025.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -263359.437500 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -263359.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -263659.500000 Penalty: 3995.673340
	Iteration 3F: 3 clusters Score -263659.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -263955.875000 Penalty: 3995.673340
	Iteration 4F: 3 clusters Score -263955.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264312.718750 Penalty: 3995.673340
	Iteration 5F: 3 clusters Score -264312.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -264547.593750 Penalty: 3995.673340
	Iteration 6F: 3 clusters Score -264547.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -264661.937500 Penalty: 3995.673340
	Iteration 7Q: 3 clusters Score -264661.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -264741.625000 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -264741.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -264790.656250 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -264790.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -264818.312500 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -264818.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -264838.406250 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -264838.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -264853.281250 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -264853.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -264866.031250 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -264866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -264876.437500 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -264876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -264881.656250 Penalty: 3995.673340
	Iteration 15Q: 3 clusters Score -264881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -264885.156250 Penalty: 3995.673340
	Iteration 16Q: 3 clusters Score -264885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -264887.906250 Penalty: 3995.673340
	Iteration 17Q: 3 clusters Score -264887.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -264893.781250 Penalty: 3995.673340
	Iteration 18Q: 3 clusters Score -264893.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -264900.343750 Penalty: 3995.673340
	Iteration 19Q: 3 clusters Score -264900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -264905.375000 Penalty: 3995.673340
	Iteration 20F: 3 clusters Score -264905.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -264909.281250 Penalty: 3995.673340
	Iteration 21Q: 3 clusters Score -264909.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -264917.375000 Penalty: 3995.673340
	Iteration 22Q: 3 clusters Score -264917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -264921.656250 Penalty: 3995.673340
	Iteration 23Q: 3 clusters Score -264921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -264925.093750 Penalty: 3995.673340
	Iteration 24Q: 3 clusters Score -264925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -264926.187500 Penalty: 3995.673340
	Iteration 25Q: 3 clusters Score -264926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -264926.531250 Penalty: 3995.673340
	Iteration 26Q: 3 clusters Score -264926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -264926.781250 Penalty: 3995.673340
	Iteration 27Q: 3 clusters Score -264926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -264927.125000 Penalty: 3995.673340
	Iteration 28Q: 3 clusters Score -264927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -264927.125000 Penalty: 3995.673340
	Iteration 29F: 3 clusters Score -264927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Entering Unmasked Estep 
Score: -4848164.000000 Penalty: 2676.557617
	Iteration 0F: 2 clusters Score -4848164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4815302.500000 Penalty: 5353.115234
	Iteration 0F: 3 clusters Score -4815302 nChanged 22530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4827607.500000 Penalty: 5353.115234
	Iteration 1F: 3 clusters Score -4827608 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -4828117.500000 Penalty: 5353.115234
	Iteration 2Q: 3 clusters Score -4828118 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -4828600.000000 Penalty: 5353.115234
	Iteration 3Q: 3 clusters Score -4828600 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -4829115.000000 Penalty: 5353.115234
	Iteration 4Q: 3 clusters Score -4829115 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4829763.500000 Penalty: 5353.115234
	Iteration 5Q: 3 clusters Score -4829764 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4830717.500000 Penalty: 5353.115234
	Iteration 6Q: 3 clusters Score -4830718 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4832187.000000 Penalty: 5353.115234
	Iteration 7F: 3 clusters Score -4832187 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4834395.000000 Penalty: 5353.115234
	Iteration 8F: 3 clusters Score -4834395 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -4837407.000000 Penalty: 5353.115234
	Iteration 9F: 3 clusters Score -4837407 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -4840519.000000 Penalty: 5353.115234
	Iteration 10F: 3 clusters Score -4840519 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -4843120.000000 Penalty: 5353.115234
	Iteration 11F: 3 clusters Score -4843120 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -4844542.000000 Penalty: 5353.115234
	Iteration 12Q: 3 clusters Score -4844542 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -4845215.000000 Penalty: 5353.115234
	Iteration 13Q: 3 clusters Score -4845215 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -4845516.000000 Penalty: 5353.115234
	Iteration 14Q: 3 clusters Score -4845516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -4845662.500000 Penalty: 5353.115234
	Iteration 15Q: 3 clusters Score -4845662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -4845721.000000 Penalty: 5353.115234
	Iteration 16Q: 3 clusters Score -4845721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -4845784.500000 Penalty: 5353.115234
	Iteration 17Q: 3 clusters Score -4845784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -4845810.500000 Penalty: 5353.115234
	Iteration 18Q: 3 clusters Score -4845810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -4845837.000000 Penalty: 5353.115234
	Iteration 19Q: 3 clusters Score -4845837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -4845861.500000 Penalty: 5353.115234
	Iteration 20F: 3 clusters Score -4845862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -4845865.500000 Penalty: 5353.115234
	Iteration 21Q: 3 clusters Score -4845866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -4845875.500000 Penalty: 5353.115234
	Iteration 22Q: 3 clusters Score -4845876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4845872.000000 Penalty: 5353.115234
	Iteration 23Q: 3 clusters Score -4845872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -4845877.000000 Penalty: 5353.115234
	Iteration 24Q: 3 clusters Score -4845877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -4845877.000000 Penalty: 5353.115234
	Iteration 25Q: 3 clusters Score -4845877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -4845877.000000 Penalty: 5353.115234
	Iteration 26F: 3 clusters Score -4845877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -230862.703125 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -230862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -227932.953125 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -227933 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -228491.390625 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -228491.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -228655.953125 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -228656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228763.000000 Penalty: 3870.908691
	Iteration 3Q: 3 clusters Score -228763 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -228848.359375 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -228848.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -228907.109375 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -228907.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -228954.593750 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -228954.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -228991.281250 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -228991.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -229008.703125 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -229008.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -229020.109375 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -229020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -229028.531250 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -229028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -229036.203125 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -229036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -229044.171875 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -229044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -229049.593750 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -229049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -229054.187500 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -229054.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -229060.875000 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -229060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -229063.921875 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -229063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -229066.109375 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -229066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -229068.421875 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -229068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -229070.218750 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -229070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -229072.187500 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -229072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -229073.968750 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -229074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -229074.031250 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -229074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -229074.031250 Penalty: 3870.908691
	Iteration 23F: 3 clusters Score -229074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -49047.101562 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -49047.1 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 265 members 
Entering Unmasked Estep 
Score: -47516.953125 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -47516.95 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47697.531250 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -47697.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47737.371094 Penalty: 3131.519775
	Iteration 2Q: 3 clusters Score -47737.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47762.121094 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -47762.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47780.328125 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -47780.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47786.023438 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -47786.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47787.496094 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -47787.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47787.496094 Penalty: 3131.519775
	Iteration 7F: 3 clusters Score -47787.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -347940.812500 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -347940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -344196.281250 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -344196.3 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -345082.968750 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -345083 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -345278.406250 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -345278.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -345407.437500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -345407.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -345495.093750 Penalty: 4093.471680
	Iteration 4Q: 3 clusters Score -345495.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -345583.906250 Penalty: 4093.471680
	Iteration 5Q: 3 clusters Score -345583.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -345675.593750 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -345675.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -345792.531250 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -345792.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -345905.656250 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -345905.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -346035.093750 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -346035.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -346149.343750 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -346149.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346255.343750 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -346255.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -346362.562500 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -346362.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -346460.718750 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -346460.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -346540.312500 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -346540.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -346603.250000 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -346603.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346649.281250 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -346649.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -346677.156250 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -346677.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -346698.125000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -346698.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -346710.281250 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -346710.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -346729.125000 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -346729.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -346747.812500 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -346747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -346766.500000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -346766.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -346781.687500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -346781.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -346798.687500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -346798.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -346815.468750 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -346815.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -346832.218750 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -346832.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -346845.906250 Penalty: 4093.471680
	Iteration 27Q: 3 clusters Score -346845.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -346856.375000 Penalty: 4093.471680
	Iteration 28Q: 3 clusters Score -346856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -346864.062500 Penalty: 4093.471680
	Iteration 29Q: 3 clusters Score -346864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -346873.312500 Penalty: 4093.471680
	Iteration 30Q: 3 clusters Score -346873.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -346881.218750 Penalty: 4093.471680
	Iteration 31Q: 3 clusters Score -346881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -346887.343750 Penalty: 4093.471680
	Iteration 32Q: 3 clusters Score -346887.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -346890.593750 Penalty: 4093.471680
	Iteration 33Q: 3 clusters Score -346890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -346897.718750 Penalty: 4093.471680
	Iteration 34Q: 3 clusters Score -346897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -346901.000000 Penalty: 4093.471680
	Iteration 35Q: 3 clusters Score -346901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -346901.625000 Penalty: 4093.471680
	Iteration 36Q: 3 clusters Score -346901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346903.937500 Penalty: 4093.471680
	Iteration 37Q: 3 clusters Score -346903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346904.187500 Penalty: 4093.471680
	Iteration 38Q: 3 clusters Score -346904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346904.187500 Penalty: 4093.471680
	Iteration 39F: 3 clusters Score -346904.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -266620.187500 Penalty: 1982.501465
	Iteration 0F: 2 clusters Score -266620.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -263376.062500 Penalty: 3965.002930
	Iteration 0F: 3 clusters Score -263376.1 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -264103.625000 Penalty: 3965.002930
	Iteration 1F: 3 clusters Score -264103.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -264281.000000 Penalty: 3965.002930
	Iteration 2F: 3 clusters Score -264281 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -264397.843750 Penalty: 3965.002930
	Iteration 3Q: 3 clusters Score -264397.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -264491.406250 Penalty: 3965.002930
	Iteration 4Q: 3 clusters Score -264491.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -264604.031250 Penalty: 3965.002930
	Iteration 5Q: 3 clusters Score -264604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -264786.750000 Penalty: 3965.002930
	Iteration 6Q: 3 clusters Score -264786.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -265012.625000 Penalty: 3965.002930
	Iteration 7Q: 3 clusters Score -265012.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265204.437500 Penalty: 3965.002930
	Iteration 8Q: 3 clusters Score -265204.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -265359.437500 Penalty: 3965.002930
	Iteration 9Q: 3 clusters Score -265359.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -265469.250000 Penalty: 3965.002930
	Iteration 10Q: 3 clusters Score -265469.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -265549.500000 Penalty: 3965.002930
	Iteration 11Q: 3 clusters Score -265549.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -265620.625000 Penalty: 3965.002930
	Iteration 12Q: 3 clusters Score -265620.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265683.968750 Penalty: 3965.002930
	Iteration 13Q: 3 clusters Score -265684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -265733.750000 Penalty: 3965.002930
	Iteration 14Q: 3 clusters Score -265733.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -265779.656250 Penalty: 3965.002930
	Iteration 15Q: 3 clusters Score -265779.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -265850.000000 Penalty: 3965.002930
	Iteration 16Q: 3 clusters Score -265850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -265918.250000 Penalty: 3965.002930
	Iteration 17Q: 3 clusters Score -265918.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -265975.687500 Penalty: 3965.002930
	Iteration 18Q: 3 clusters Score -265975.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -266013.156250 Penalty: 3965.002930
	Iteration 19Q: 3 clusters Score -266013.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -266035.875000 Penalty: 3965.002930
	Iteration 20F: 3 clusters Score -266035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -266053.468750 Penalty: 3965.002930
	Iteration 21Q: 3 clusters Score -266053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266068.625000 Penalty: 3965.002930
	Iteration 22Q: 3 clusters Score -266068.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -266080.781250 Penalty: 3965.002930
	Iteration 23Q: 3 clusters Score -266080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -266087.750000 Penalty: 3965.002930
	Iteration 24Q: 3 clusters Score -266087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -266091.437500 Penalty: 3965.002930
	Iteration 25Q: 3 clusters Score -266091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -266093.687500 Penalty: 3965.002930
	Iteration 26Q: 3 clusters Score -266093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -266095.062500 Penalty: 3965.002930
	Iteration 27Q: 3 clusters Score -266095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -266095.718750 Penalty: 3965.002930
	Iteration 28Q: 3 clusters Score -266095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -266095.718750 Penalty: 3965.002930
	Iteration 29F: 3 clusters Score -266095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Entering Unmasked Estep 
Score: -2710222.500000 Penalty: 2548.400635
	Iteration 0F: 2 clusters Score -2710222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2690430.500000 Penalty: 5096.801270
	Iteration 0F: 3 clusters Score -2690430 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2697571.000000 Penalty: 5096.801270
	Iteration 1F: 3 clusters Score -2697571 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2698264.000000 Penalty: 5096.801270
	Iteration 2F: 3 clusters Score -2698264 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2699046.000000 Penalty: 5096.801270
	Iteration 3F: 3 clusters Score -2699046 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2699878.250000 Penalty: 5096.801270
	Iteration 4F: 3 clusters Score -2699878 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2700738.250000 Penalty: 5096.801270
	Iteration 5F: 3 clusters Score -2700738 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2701553.750000 Penalty: 5096.801270
	Iteration 6F: 3 clusters Score -2701554 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2702313.500000 Penalty: 5096.801270
	Iteration 7Q: 3 clusters Score -2702314 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2703047.750000 Penalty: 5096.801270
	Iteration 8Q: 3 clusters Score -2703048 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2703621.500000 Penalty: 5096.801270
	Iteration 9Q: 3 clusters Score -2703622 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2704145.750000 Penalty: 5096.801270
	Iteration 10Q: 3 clusters Score -2704146 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2704612.500000 Penalty: 5096.801270
	Iteration 11Q: 3 clusters Score -2704612 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2705030.250000 Penalty: 5096.801270
	Iteration 12Q: 3 clusters Score -2705030 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2705396.250000 Penalty: 5096.801270
	Iteration 13Q: 3 clusters Score -2705396 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2705663.750000 Penalty: 5096.801270
	Iteration 14Q: 3 clusters Score -2705664 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2705869.500000 Penalty: 5096.801270
	Iteration 15Q: 3 clusters Score -2705870 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2706011.750000 Penalty: 5096.801270
	Iteration 16Q: 3 clusters Score -2706012 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2706117.000000 Penalty: 5096.801270
	Iteration 17Q: 3 clusters Score -2706117 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2706199.250000 Penalty: 5096.801270
	Iteration 18Q: 3 clusters Score -2706199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2706259.750000 Penalty: 5096.801270
	Iteration 19Q: 3 clusters Score -2706260 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2706296.500000 Penalty: 5096.801270
	Iteration 20F: 3 clusters Score -2706296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2706330.500000 Penalty: 5096.801270
	Iteration 21Q: 3 clusters Score -2706330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2706384.500000 Penalty: 5096.801270
	Iteration 22Q: 3 clusters Score -2706384 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2706405.000000 Penalty: 5096.801270
	Iteration 23Q: 3 clusters Score -2706405 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2706445.500000 Penalty: 5096.801270
	Iteration 24Q: 3 clusters Score -2706446 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2706489.750000 Penalty: 5096.801270
	Iteration 25Q: 3 clusters Score -2706490 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2706526.250000 Penalty: 5096.801270
	Iteration 26Q: 3 clusters Score -2706526 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2706558.000000 Penalty: 5096.801270
	Iteration 27Q: 3 clusters Score -2706558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2706593.500000 Penalty: 5096.801270
	Iteration 28Q: 3 clusters Score -2706594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2706629.750000 Penalty: 5096.801270
	Iteration 29Q: 3 clusters Score -2706630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2706675.750000 Penalty: 5096.801270
	Iteration 30Q: 3 clusters Score -2706676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2706711.250000 Penalty: 5096.801270
	Iteration 31Q: 3 clusters Score -2706711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2706756.500000 Penalty: 5096.801270
	Iteration 32Q: 3 clusters Score -2706756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2706778.750000 Penalty: 5096.801270
	Iteration 33Q: 3 clusters Score -2706779 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2706832.500000 Penalty: 5096.801270
	Iteration 34Q: 3 clusters Score -2706832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2706881.250000 Penalty: 5096.801270
	Iteration 35Q: 3 clusters Score -2706881 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2706966.250000 Penalty: 5096.801270
	Iteration 36Q: 3 clusters Score -2706966 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2707044.500000 Penalty: 5096.801270
	Iteration 37Q: 3 clusters Score -2707044 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2707147.000000 Penalty: 5096.801270
	Iteration 38Q: 3 clusters Score -2707147 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2707250.250000 Penalty: 5096.801270
	Iteration 39Q: 3 clusters Score -2707250 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2707321.750000 Penalty: 5096.801270
	Iteration 40F: 3 clusters Score -2707322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2707403.500000 Penalty: 5096.801270
	Iteration 41Q: 3 clusters Score -2707404 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2707488.750000 Penalty: 5096.801270
	Iteration 42Q: 3 clusters Score -2707489 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2707562.750000 Penalty: 5096.801270
	Iteration 43Q: 3 clusters Score -2707563 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2707661.250000 Penalty: 5096.801270
	Iteration 44Q: 3 clusters Score -2707661 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2707761.250000 Penalty: 5096.801270
	Iteration 45Q: 3 clusters Score -2707761 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2707848.000000 Penalty: 5096.801270
	Iteration 46Q: 3 clusters Score -2707848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2707968.000000 Penalty: 5096.801270
	Iteration 47Q: 3 clusters Score -2707968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2708078.000000 Penalty: 5096.801270
	Iteration 48Q: 3 clusters Score -2708078 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2708159.250000 Penalty: 5096.801270
	Iteration 49Q: 3 clusters Score -2708159 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2708261.500000 Penalty: 5096.801270
	Iteration 50Q: 3 clusters Score -2708262 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2708341.500000 Penalty: 5096.801270
	Iteration 51Q: 3 clusters Score -2708342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2708390.500000 Penalty: 5096.801270
	Iteration 52Q: 3 clusters Score -2708390 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2708446.750000 Penalty: 5096.801270
	Iteration 53Q: 3 clusters Score -2708447 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2708478.000000 Penalty: 5096.801270
	Iteration 54Q: 3 clusters Score -2708478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2708511.000000 Penalty: 5096.801270
	Iteration 55Q: 3 clusters Score -2708511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2708534.500000 Penalty: 5096.801270
	Iteration 56Q: 3 clusters Score -2708534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2708552.250000 Penalty: 5096.801270
	Iteration 57Q: 3 clusters Score -2708552 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2708573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2708593.000000 Penalty: 5096.801270
	Iteration 59Q: 3 clusters Score -2708593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2708600.000000 Penalty: 5096.801270
	Iteration 60F: 3 clusters Score -2708600 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2708610.250000 Penalty: 5096.801270
	Iteration 61Q: 3 clusters Score -2708610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2708614.250000 Penalty: 5096.801270
	Iteration 62Q: 3 clusters Score -2708614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2708625.250000 Penalty: 5096.801270
	Iteration 63Q: 3 clusters Score -2708625 nChanged 35
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Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2708629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2708630 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2708626.000000 Penalty: 5096.801270
	Iteration 66Q: 3 clusters Score -2708626 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2708627.000000 Penalty: 5096.801270
	Iteration 67Q: 3 clusters Score -2708627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2708628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2708626.000000 Penalty: 5096.801270
	Iteration 69Q: 3 clusters Score -2708626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2708619.250000 Penalty: 5096.801270
	Iteration 70Q: 3 clusters Score -2708619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2708632.250000 Penalty: 5096.801270
	Iteration 71Q: 3 clusters Score -2708632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2708637.500000 Penalty: 5096.801270
	Iteration 72Q: 3 clusters Score -2708638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2708639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2708647.000000 Penalty: 5096.801270
	Iteration 74Q: 3 clusters Score -2708647 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2708652.000000 Penalty: 5096.801270
	Iteration 75Q: 3 clusters Score -2708652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2708649.000000 Penalty: 5096.801270
	Iteration 76Q: 3 clusters Score -2708649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2708653.500000 Penalty: 5096.801270
	Iteration 77Q: 3 clusters Score -2708654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2708653.750000 Penalty: 5096.801270
	Iteration 78Q: 3 clusters Score -2708654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2708658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2708654.500000 Penalty: 5096.801270
	Iteration 80F: 3 clusters Score -2708654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2708660.250000 Penalty: 5096.801270
	Iteration 81Q: 3 clusters Score -2708660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2708664.750000 Penalty: 5096.801270
	Iteration 82Q: 3 clusters Score -2708665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2708664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2708674.750000 Penalty: 5096.801270
	Iteration 84Q: 3 clusters Score -2708675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2708675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2708676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2708674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2708682.500000 Penalty: 5096.801270
	Iteration 88Q: 3 clusters Score -2708682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2708685.250000 Penalty: 5096.801270
	Iteration 89Q: 3 clusters Score -2708685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2708686.250000 Penalty: 5096.801270
	Iteration 90Q: 3 clusters Score -2708686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2708688.250000 Penalty: 5096.801270
	Iteration 91Q: 3 clusters Score -2708688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2708688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2708688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2708688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2708688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
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Entering Unmasked Estep 
Score: -2708691.000000 Penalty: 5096.801270
	Iteration 96Q: 3 clusters Score -2708691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2708691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2708692.500000 Penalty: 5096.801270
	Iteration 98Q: 3 clusters Score -2708692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2708685.750000 Penalty: 5096.801270
	Iteration 99Q: 3 clusters Score -2708686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2708694.500000 Penalty: 5096.801270
	Iteration 100F: 3 clusters Score -2708694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2708688.750000 Penalty: 5096.801270
	Iteration 101Q: 3 clusters Score -2708689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2708691.750000 Penalty: 5096.801270
	Iteration 102Q: 3 clusters Score -2708692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2708691.750000 Penalty: 5096.801270
	Iteration 103Q: 3 clusters Score -2708692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2708698.750000 Penalty: 5096.801270
	Iteration 104Q: 3 clusters Score -2708699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2708692.000000 Penalty: 5096.801270
	Iteration 105Q: 3 clusters Score -2708692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2708695.750000 Penalty: 5096.801270
	Iteration 106Q: 3 clusters Score -2708696 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2708695.750000 Penalty: 5096.801270
	Iteration 107Q: 3 clusters Score -2708696 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2708702.250000 Penalty: 5096.801270
	Iteration 108Q: 3 clusters Score -2708702 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2708698.500000 Penalty: 5096.801270
	Iteration 109Q: 3 clusters Score -2708698 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2708704.750000 Penalty: 5096.801270
	Iteration 110Q: 3 clusters Score -2708705 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2708707.750000 Penalty: 5096.801270
	Iteration 111Q: 3 clusters Score -2708708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2708704 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2708712.250000 Penalty: 5096.801270
	Iteration 113Q: 3 clusters Score -2708712 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2708709.750000 Penalty: 5096.801270
	Iteration 114Q: 3 clusters Score -2708710 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2708719.750000 Penalty: 5096.801270
	Iteration 115Q: 3 clusters Score -2708720 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2708725.000000 Penalty: 5096.801270
	Iteration 116Q: 3 clusters Score -2708725 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2708729.250000 Penalty: 5096.801270
	Iteration 117Q: 3 clusters Score -2708729 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2708733.750000 Penalty: 5096.801270
	Iteration 118Q: 3 clusters Score -2708734 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2708735.250000 Penalty: 5096.801270
	Iteration 119Q: 3 clusters Score -2708735 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2708739.500000 Penalty: 5096.801270
	Iteration 120F: 3 clusters Score -2708740 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2708741.000000 Penalty: 5096.801270
	Iteration 121Q: 3 clusters Score -2708741 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2708742.000000 Penalty: 5096.801270
	Iteration 122Q: 3 clusters Score -2708742 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2708744.250000 Penalty: 5096.801270
	Iteration 123Q: 3 clusters Score -2708744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2708749.750000 Penalty: 5096.801270
	Iteration 124Q: 3 clusters Score -2708750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2708757.000000 Penalty: 5096.801270
	Iteration 125Q: 3 clusters Score -2708757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2708765.250000 Penalty: 5096.801270
	Iteration 126Q: 3 clusters Score -2708765 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25294 members 
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Entering Unmasked Estep 
Score: -2708770.500000 Penalty: 5096.801270
	Iteration 127Q: 3 clusters Score -2708770 nChanged 23
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Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2708771.250000 Penalty: 5096.801270
	Iteration 128Q: 3 clusters Score -2708771 nChanged 18
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Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2708780.000000 Penalty: 5096.801270
	Iteration 129Q: 3 clusters Score -2708780 nChanged 26
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Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2708781 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25372 members 
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Entering Unmasked Estep 
Score: -2708783.750000 Penalty: 5096.801270
	Iteration 131Q: 3 clusters Score -2708784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2708787.000000 Penalty: 5096.801270
	Iteration 132Q: 3 clusters Score -2708787 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2708798.000000 Penalty: 5096.801270
	Iteration 133Q: 3 clusters Score -2708798 nChanged 19
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Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2708798 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2708800.000000 Penalty: 5096.801270
	Iteration 135Q: 3 clusters Score -2708800 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25489 members 
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Entering Unmasked Estep 
Score: -2708804.250000 Penalty: 5096.801270
	Iteration 136Q: 3 clusters Score -2708804 nChanged 24
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Mstep: Class 1 contains 25511 members 
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Entering Unmasked Estep 
Score: -2708812.500000 Penalty: 5096.801270
	Iteration 137Q: 3 clusters Score -2708812 nChanged 29
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Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2708827.750000 Penalty: 5096.801270
	Iteration 138Q: 3 clusters Score -2708828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2708830.500000 Penalty: 5096.801270
	Iteration 139Q: 3 clusters Score -2708830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2708853.500000 Penalty: 5096.801270
	Iteration 140F: 3 clusters Score -2708854 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2708861.500000 Penalty: 5096.801270
	Iteration 141Q: 3 clusters Score -2708862 nChanged 54
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Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2708883.250000 Penalty: 5096.801270
	Iteration 142Q: 3 clusters Score -2708883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2708895.500000 Penalty: 5096.801270
	Iteration 143Q: 3 clusters Score -2708896 nChanged 60
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2708916.250000 Penalty: 5096.801270
	Iteration 144Q: 3 clusters Score -2708916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2708918.000000 Penalty: 5096.801270
	Iteration 145Q: 3 clusters Score -2708918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2708936.750000 Penalty: 5096.801270
	Iteration 146Q: 3 clusters Score -2708937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2708946.500000 Penalty: 5096.801270
	Iteration 147Q: 3 clusters Score -2708946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2708961.500000 Penalty: 5096.801270
	Iteration 148Q: 3 clusters Score -2708962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2708967.500000 Penalty: 5096.801270
	Iteration 149Q: 3 clusters Score -2708968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2708973.000000 Penalty: 5096.801270
	Iteration 150Q: 3 clusters Score -2708973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2708977.250000 Penalty: 5096.801270
	Iteration 151Q: 3 clusters Score -2708977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2708984.750000 Penalty: 5096.801270
	Iteration 152Q: 3 clusters Score -2708985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2708988.250000 Penalty: 5096.801270
	Iteration 153Q: 3 clusters Score -2708988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2708997.750000 Penalty: 5096.801270
	Iteration 154Q: 3 clusters Score -2708998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2709016.250000 Penalty: 5096.801270
	Iteration 155Q: 3 clusters Score -2709016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2709018.750000 Penalty: 5096.801270
	Iteration 156Q: 3 clusters Score -2709019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2709026.250000 Penalty: 5096.801270
	Iteration 157Q: 3 clusters Score -2709026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2709025.500000 Penalty: 5096.801270
	Iteration 158Q: 3 clusters Score -2709026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2709033.000000 Penalty: 5096.801270
	Iteration 159Q: 3 clusters Score -2709033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2709041.250000 Penalty: 5096.801270
	Iteration 160F: 3 clusters Score -2709041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2709046.250000 Penalty: 5096.801270
	Iteration 161Q: 3 clusters Score -2709046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2709056.750000 Penalty: 5096.801270
	Iteration 162Q: 3 clusters Score -2709057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2709060.000000 Penalty: 5096.801270
	Iteration 163Q: 3 clusters Score -2709060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2709060.500000 Penalty: 5096.801270
	Iteration 164Q: 3 clusters Score -2709060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2709067.500000 Penalty: 5096.801270
	Iteration 165Q: 3 clusters Score -2709068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2709069.500000 Penalty: 5096.801270
	Iteration 166Q: 3 clusters Score -2709070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2709065.750000 Penalty: 5096.801270
	Iteration 167Q: 3 clusters Score -2709066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2709067.750000 Penalty: 5096.801270
	Iteration 168Q: 3 clusters Score -2709068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2709064.750000 Penalty: 5096.801270
	Iteration 169Q: 3 clusters Score -2709065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2709064.500000 Penalty: 5096.801270
	Iteration 170Q: 3 clusters Score -2709064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2709065.250000 Penalty: 5096.801270
	Iteration 171Q: 3 clusters Score -2709065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2709067.250000 Penalty: 5096.801270
	Iteration 172Q: 3 clusters Score -2709067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2709069.750000 Penalty: 5096.801270
	Iteration 173Q: 3 clusters Score -2709070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2709067.000000 Penalty: 5096.801270
	Iteration 174Q: 3 clusters Score -2709067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2709073.750000 Penalty: 5096.801270
	Iteration 175Q: 3 clusters Score -2709074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2709078.250000 Penalty: 5096.801270
	Iteration 176Q: 3 clusters Score -2709078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2709080.750000 Penalty: 5096.801270
	Iteration 177Q: 3 clusters Score -2709081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2709081.750000 Penalty: 5096.801270
	Iteration 178Q: 3 clusters Score -2709082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2709083.750000 Penalty: 5096.801270
	Iteration 179Q: 3 clusters Score -2709084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2709085.750000 Penalty: 5096.801270
	Iteration 180F: 3 clusters Score -2709086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2709086.750000 Penalty: 5096.801270
	Iteration 181Q: 3 clusters Score -2709087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2709084.000000 Penalty: 5096.801270
	Iteration 182Q: 3 clusters Score -2709084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2709082.500000 Penalty: 5096.801270
	Iteration 183Q: 3 clusters Score -2709082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2709082.500000 Penalty: 5096.801270
	Iteration 184F: 3 clusters Score -2709082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Entering Unmasked Estep 
Score: -598754.687500 Penalty: 2170.797119
	Iteration 0F: 2 clusters Score -598754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -593340.125000 Penalty: 4341.594238
	Iteration 0F: 3 clusters Score -593340.1 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -594811.812500 Penalty: 4341.594238
	Iteration 1F: 3 clusters Score -594811.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -595112.812500 Penalty: 4341.594238
	Iteration 2F: 3 clusters Score -595112.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -595377.500000 Penalty: 4341.594238
	Iteration 3F: 3 clusters Score -595377.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -595618.187500 Penalty: 4341.594238
	Iteration 4F: 3 clusters Score -595618.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -595884.312500 Penalty: 4341.594238
	Iteration 5F: 3 clusters Score -595884.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -596227.000000 Penalty: 4341.594238
	Iteration 6F: 3 clusters Score -596227 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -596550.000000 Penalty: 4341.594238
	Iteration 7F: 3 clusters Score -596550 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -596807.625000 Penalty: 4341.594238
	Iteration 8F: 3 clusters Score -596807.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -596986.375000 Penalty: 4341.594238
	Iteration 9Q: 3 clusters Score -596986.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -597083.125000 Penalty: 4341.594238
	Iteration 10Q: 3 clusters Score -597083.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -597129.437500 Penalty: 4341.594238
	Iteration 11Q: 3 clusters Score -597129.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -597149.375000 Penalty: 4341.594238
	Iteration 12Q: 3 clusters Score -597149.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -597161.250000 Penalty: 4341.594238
	Iteration 13Q: 3 clusters Score -597161.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -597175.750000 Penalty: 4341.594238
	Iteration 14Q: 3 clusters Score -597175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -597183.187500 Penalty: 4341.594238
	Iteration 15Q: 3 clusters Score -597183.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -597191.750000 Penalty: 4341.594238
	Iteration 16Q: 3 clusters Score -597191.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -597197.562500 Penalty: 4341.594238
	Iteration 17Q: 3 clusters Score -597197.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -597204.812500 Penalty: 4341.594238
	Iteration 18Q: 3 clusters Score -597204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -597209.812500 Penalty: 4341.594238
	Iteration 19Q: 3 clusters Score -597209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -597214.062500 Penalty: 4341.594238
	Iteration 20F: 3 clusters Score -597214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -597217.125000 Penalty: 4341.594238
	Iteration 21Q: 3 clusters Score -597217.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -597221.187500 Penalty: 4341.594238
	Iteration 22Q: 3 clusters Score -597221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -597226.062500 Penalty: 4341.594238
	Iteration 23Q: 3 clusters Score -597226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -597232.312500 Penalty: 4341.594238
	Iteration 24Q: 3 clusters Score -597232.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -597240.437500 Penalty: 4341.594238
	Iteration 25Q: 3 clusters Score -597240.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -597252.812500 Penalty: 4341.594238
	Iteration 26Q: 3 clusters Score -597252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -597260.500000 Penalty: 4341.594238
	Iteration 27Q: 3 clusters Score -597260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -597270.750000 Penalty: 4341.594238
	Iteration 28Q: 3 clusters Score -597270.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -597275.187500 Penalty: 4341.594238
	Iteration 29Q: 3 clusters Score -597275.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -597281.187500 Penalty: 4341.594238
	Iteration 30Q: 3 clusters Score -597281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -597284.625000 Penalty: 4341.594238
	Iteration 31Q: 3 clusters Score -597284.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -597288.812500 Penalty: 4341.594238
	Iteration 32Q: 3 clusters Score -597288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -597291.625000 Penalty: 4341.594238
	Iteration 33Q: 3 clusters Score -597291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -597293.625000 Penalty: 4341.594238
	Iteration 34Q: 3 clusters Score -597293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -597293.312500 Penalty: 4341.594238
	Iteration 35Q: 3 clusters Score -597293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -597294.437500 Penalty: 4341.594238
	Iteration 36Q: 3 clusters Score -597294.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -597300.375000 Penalty: 4341.594238
	Iteration 37Q: 3 clusters Score -597300.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -597302.375000 Penalty: 4341.594238
	Iteration 38Q: 3 clusters Score -597302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -597305.250000 Penalty: 4341.594238
	Iteration 39Q: 3 clusters Score -597305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -597306.375000 Penalty: 4341.594238
	Iteration 40F: 3 clusters Score -597306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -597306.562500 Penalty: 4341.594238
	Iteration 41Q: 3 clusters Score -597306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -597307.187500 Penalty: 4341.594238
	Iteration 42Q: 3 clusters Score -597307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -597308.187500 Penalty: 4341.594238
	Iteration 43Q: 3 clusters Score -597308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -597309.500000 Penalty: 4341.594238
	Iteration 44Q: 3 clusters Score -597309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -597310.125000 Penalty: 4341.594238
	Iteration 45Q: 3 clusters Score -597310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -597310.125000 Penalty: 4341.594238
	Iteration 46F: 3 clusters Score -597310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -423394.000000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -423394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -419114.531250 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -419114.5 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -420111.843750 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -420111.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -420405.500000 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -420405.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -420627.875000 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -420627.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -420808.218750 Penalty: 4185.107910
	Iteration 4F: 3 clusters Score -420808.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -420936.156250 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -420936.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -421027.718750 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -421027.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -421104.250000 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -421104.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -421159.906250 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -421159.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -421198.906250 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -421198.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -421230.250000 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -421230.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -421262.593750 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -421262.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -421296.156250 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -421296.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -421328.312500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -421328.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -421358.062500 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -421358.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -421382.281250 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -421382.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -421411.562500 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -421411.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -421426.968750 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -421427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -421443.093750 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -421443.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -421459.812500 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -421459.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -421476.375000 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -421476.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -421499.437500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -421499.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -421512.187500 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -421512.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -421525.093750 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -421525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -421536.593750 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -421536.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -421547.156250 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -421547.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -421559.500000 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -421559.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -421571.437500 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -421571.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -421579.937500 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -421579.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -421587.156250 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -421587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -421594.531250 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -421594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -421600.000000 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -421600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -421604.406250 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -421604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -421610.531250 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -421610.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -421617.656250 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -421617.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -421625.312500 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -421625.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -421631.000000 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -421631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -421635.875000 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -421635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -421639.031250 Penalty: 4185.107910
	Iteration 38Q: 3 clusters Score -421639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -421641.156250 Penalty: 4185.107910
	Iteration 39Q: 3 clusters Score -421641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -421644.093750 Penalty: 4185.107910
	Iteration 40F: 3 clusters Score -421644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -421645.437500 Penalty: 4185.107910
	Iteration 41Q: 3 clusters Score -421645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -421646.500000 Penalty: 4185.107910
	Iteration 42Q: 3 clusters Score -421646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -421646.187500 Penalty: 4185.107910
	Iteration 43Q: 3 clusters Score -421646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -421646.187500 Penalty: 4185.107910
	Iteration 44F: 3 clusters Score -421646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Entering Unmasked Estep 
Score: -309353.406250 Penalty: 2018.291504
	Iteration 0F: 2 clusters Score -309353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -305820.750000 Penalty: 4036.583008
	Iteration 0F: 3 clusters Score -305820.8 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -306660.437500 Penalty: 4036.583008
	Iteration 1F: 3 clusters Score -306660.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -307047.500000 Penalty: 4036.583008
	Iteration 2F: 3 clusters Score -307047.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -307382.906250 Penalty: 4036.583008
	Iteration 3F: 3 clusters Score -307382.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -307709.531250 Penalty: 4036.583008
	Iteration 4F: 3 clusters Score -307709.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307985.562500 Penalty: 4036.583008
	Iteration 5F: 3 clusters Score -307985.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -308176.781250 Penalty: 4036.583008
	Iteration 6F: 3 clusters Score -308176.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308301.187500 Penalty: 4036.583008
	Iteration 7Q: 3 clusters Score -308301.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308373.000000 Penalty: 4036.583008
	Iteration 8Q: 3 clusters Score -308373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -308441.125000 Penalty: 4036.583008
	Iteration 9Q: 3 clusters Score -308441.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -308484.375000 Penalty: 4036.583008
	Iteration 10Q: 3 clusters Score -308484.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -308504.312500 Penalty: 4036.583008
	Iteration 11Q: 3 clusters Score -308504.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -308516.406250 Penalty: 4036.583008
	Iteration 12Q: 3 clusters Score -308516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -308521.031250 Penalty: 4036.583008
	Iteration 13Q: 3 clusters Score -308521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -308523.312500 Penalty: 4036.583008
	Iteration 14Q: 3 clusters Score -308523.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -308526.625000 Penalty: 4036.583008
	Iteration 15Q: 3 clusters Score -308526.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -308530.468750 Penalty: 4036.583008
	Iteration 16Q: 3 clusters Score -308530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -308533.312500 Penalty: 4036.583008
	Iteration 17Q: 3 clusters Score -308533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -308536.781250 Penalty: 4036.583008
	Iteration 18Q: 3 clusters Score -308536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -308537.718750 Penalty: 4036.583008
	Iteration 19Q: 3 clusters Score -308537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -308539.125000 Penalty: 4036.583008
	Iteration 20F: 3 clusters Score -308539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -308540.093750 Penalty: 4036.583008
	Iteration 21Q: 3 clusters Score -308540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -308540.656250 Penalty: 4036.583008
	Iteration 22Q: 3 clusters Score -308540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -308541.687500 Penalty: 4036.583008
	Iteration 23Q: 3 clusters Score -308541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -308541.843750 Penalty: 4036.583008
	Iteration 24Q: 3 clusters Score -308541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -308541.843750 Penalty: 4036.583008
	Iteration 25F: 3 clusters Score -308541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1321740.125000 Penalty: 2352.622070
	Iteration 0F: 2 clusters Score -1321740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1312065.250000 Penalty: 4705.244141
	Iteration 0F: 3 clusters Score -1312065 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1315085.875000 Penalty: 4705.244141
	Iteration 1F: 3 clusters Score -1315086 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1315520.375000 Penalty: 4705.244141
	Iteration 2F: 3 clusters Score -1315520 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1316005.875000 Penalty: 4705.244141
	Iteration 3F: 3 clusters Score -1316006 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1316633.000000 Penalty: 4705.244141
	Iteration 4F: 3 clusters Score -1316633 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1317454.625000 Penalty: 4705.244141
	Iteration 5F: 3 clusters Score -1317455 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1318233.125000 Penalty: 4705.244141
	Iteration 6F: 3 clusters Score -1318233 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1318758.000000 Penalty: 4705.244141
	Iteration 7F: 3 clusters Score -1318758 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1319037.625000 Penalty: 4705.244141
	Iteration 8Q: 3 clusters Score -1319038 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1319218.875000 Penalty: 4705.244141
	Iteration 9Q: 3 clusters Score -1319219 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1319327.500000 Penalty: 4705.244141
	Iteration 10Q: 3 clusters Score -1319328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1319388.000000 Penalty: 4705.244141
	Iteration 11Q: 3 clusters Score -1319388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1319431.375000 Penalty: 4705.244141
	Iteration 12Q: 3 clusters Score -1319431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1319463.375000 Penalty: 4705.244141
	Iteration 13Q: 3 clusters Score -1319463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1319488.250000 Penalty: 4705.244141
	Iteration 14Q: 3 clusters Score -1319488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1319498.250000 Penalty: 4705.244141
	Iteration 15Q: 3 clusters Score -1319498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1319505.250000 Penalty: 4705.244141
	Iteration 16Q: 3 clusters Score -1319505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1319519.750000 Penalty: 4705.244141
	Iteration 17Q: 3 clusters Score -1319520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1319526.750000 Penalty: 4705.244141
	Iteration 18Q: 3 clusters Score -1319527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1319531.000000 Penalty: 4705.244141
	Iteration 19Q: 3 clusters Score -1319531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1319534.125000 Penalty: 4705.244141
	Iteration 20F: 3 clusters Score -1319534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1319536.250000 Penalty: 4705.244141
	Iteration 21Q: 3 clusters Score -1319536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1319544.250000 Penalty: 4705.244141
	Iteration 22Q: 3 clusters Score -1319544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1319547.250000 Penalty: 4705.244141
	Iteration 23Q: 3 clusters Score -1319547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1319549.125000 Penalty: 4705.244141
	Iteration 24Q: 3 clusters Score -1319549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1319551.000000 Penalty: 4705.244141
	Iteration 25Q: 3 clusters Score -1319551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1319555.625000 Penalty: 4705.244141
	Iteration 26Q: 3 clusters Score -1319556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1319555.875000 Penalty: 4705.244141
	Iteration 27Q: 3 clusters Score -1319556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1319559.125000 Penalty: 4705.244141
	Iteration 28Q: 3 clusters Score -1319559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1319562.000000 Penalty: 4705.244141
	Iteration 29Q: 3 clusters Score -1319562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1319567.625000 Penalty: 4705.244141
	Iteration 30Q: 3 clusters Score -1319568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1319569.250000 Penalty: 4705.244141
	Iteration 31Q: 3 clusters Score -1319569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1319572.750000 Penalty: 4705.244141
	Iteration 32Q: 3 clusters Score -1319573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1319572.500000 Penalty: 4705.244141
	Iteration 33Q: 3 clusters Score -1319572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1319574.000000 Penalty: 4705.244141
	Iteration 34Q: 3 clusters Score -1319574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1319576.875000 Penalty: 4705.244141
	Iteration 35Q: 3 clusters Score -1319577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1319579.375000 Penalty: 4705.244141
	Iteration 36Q: 3 clusters Score -1319579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1319580.750000 Penalty: 4705.244141
	Iteration 37Q: 3 clusters Score -1319581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1319579.500000 Penalty: 4705.244141
	Iteration 38Q: 3 clusters Score -1319580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1319581.500000 Penalty: 4705.244141
	Iteration 39Q: 3 clusters Score -1319582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1319579.750000 Penalty: 4705.244141
	Iteration 40F: 3 clusters Score -1319580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1319579.875000 Penalty: 4705.244141
	Iteration 41Q: 3 clusters Score -1319580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1319584.875000 Penalty: 4705.244141
	Iteration 42Q: 3 clusters Score -1319585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1319584.125000 Penalty: 4705.244141
	Iteration 43Q: 3 clusters Score -1319584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1319587.000000 Penalty: 4705.244141
	Iteration 44Q: 3 clusters Score -1319587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1319587.000000 Penalty: 4705.244141
	Iteration 45Q: 3 clusters Score -1319587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1319589.750000 Penalty: 4705.244141
	Iteration 46Q: 3 clusters Score -1319590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1319592.375000 Penalty: 4705.244141
	Iteration 47Q: 3 clusters Score -1319592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1319593.375000 Penalty: 4705.244141
	Iteration 48Q: 3 clusters Score -1319593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1319593.250000 Penalty: 4705.244141
	Iteration 49Q: 3 clusters Score -1319593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1319595.000000 Penalty: 4705.244141
	Iteration 50Q: 3 clusters Score -1319595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1319595.500000 Penalty: 4705.244141
	Iteration 51Q: 3 clusters Score -1319596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1319596.500000 Penalty: 4705.244141
	Iteration 52Q: 3 clusters Score -1319596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1319597.625000 Penalty: 4705.244141
	Iteration 53Q: 3 clusters Score -1319598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1319596.750000 Penalty: 4705.244141
	Iteration 54Q: 3 clusters Score -1319597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1319597.875000 Penalty: 4705.244141
	Iteration 55Q: 3 clusters Score -1319598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1319597.875000 Penalty: 4705.244141
	Iteration 56F: 3 clusters Score -1319598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -149912.406250 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -149912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -147434.718750 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -147434.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147949.000000 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -147949 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -148173.203125 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -148173.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -148335.843750 Penalty: 3732.182373
	Iteration 3F: 3 clusters Score -148335.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -148459.218750 Penalty: 3732.182373
	Iteration 4Q: 3 clusters Score -148459.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -148568.937500 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -148568.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -148644.156250 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -148644.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -148719.515625 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -148719.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -148788.500000 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -148788.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -148847.015625 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -148847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -148891.437500 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -148891.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -148929.812500 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -148929.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -148954.906250 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -148954.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -148970.015625 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -148970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -148981.921875 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -148981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -148994.015625 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -148994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -148999.046875 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -148999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -149004.187500 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -149004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -149007.531250 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -149007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -149008.109375 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -149008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -149008.109375 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -149008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -334788.281250 Penalty: 2024.162476
	Iteration 0F: 2 clusters Score -334788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -331281.500000 Penalty: 4048.324951
	Iteration 0F: 3 clusters Score -331281.5 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -332140.187500 Penalty: 4048.324951
	Iteration 1F: 3 clusters Score -332140.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -332334.125000 Penalty: 4048.324951
	Iteration 2F: 3 clusters Score -332334.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -332461.500000 Penalty: 4048.324951
	Iteration 3F: 3 clusters Score -332461.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -332596.000000 Penalty: 4048.324951
	Iteration 4Q: 3 clusters Score -332596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -332738.500000 Penalty: 4048.324951
	Iteration 5Q: 3 clusters Score -332738.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -332905.906250 Penalty: 4048.324951
	Iteration 6Q: 3 clusters Score -332905.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -333085.812500 Penalty: 4048.324951
	Iteration 7F: 3 clusters Score -333085.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -333294.750000 Penalty: 4048.324951
	Iteration 8F: 3 clusters Score -333294.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -333478.218750 Penalty: 4048.324951
	Iteration 9Q: 3 clusters Score -333478.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -333626.843750 Penalty: 4048.324951
	Iteration 10Q: 3 clusters Score -333626.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -333729.406250 Penalty: 4048.324951
	Iteration 11Q: 3 clusters Score -333729.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -333796.781250 Penalty: 4048.324951
	Iteration 12Q: 3 clusters Score -333796.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -333835.781250 Penalty: 4048.324951
	Iteration 13Q: 3 clusters Score -333835.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -333864.843750 Penalty: 4048.324951
	Iteration 14Q: 3 clusters Score -333864.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -333887.531250 Penalty: 4048.324951
	Iteration 15Q: 3 clusters Score -333887.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -333897.656250 Penalty: 4048.324951
	Iteration 16Q: 3 clusters Score -333897.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -333905.625000 Penalty: 4048.324951
	Iteration 17Q: 3 clusters Score -333905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -333910.406250 Penalty: 4048.324951
	Iteration 18Q: 3 clusters Score -333910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -333917.968750 Penalty: 4048.324951
	Iteration 19Q: 3 clusters Score -333918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -333931.718750 Penalty: 4048.324951
	Iteration 20F: 3 clusters Score -333931.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -333944.843750 Penalty: 4048.324951
	Iteration 21Q: 3 clusters Score -333944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -333955.000000 Penalty: 4048.324951
	Iteration 22Q: 3 clusters Score -333955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -333963.500000 Penalty: 4048.324951
	Iteration 23Q: 3 clusters Score -333963.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -333968.406250 Penalty: 4048.324951
	Iteration 24Q: 3 clusters Score -333968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -333970.843750 Penalty: 4048.324951
	Iteration 25Q: 3 clusters Score -333970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -333972.375000 Penalty: 4048.324951
	Iteration 26Q: 3 clusters Score -333972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -333974.250000 Penalty: 4048.324951
	Iteration 27Q: 3 clusters Score -333974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -333975.531250 Penalty: 4048.324951
	Iteration 28Q: 3 clusters Score -333975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -333979.500000 Penalty: 4048.324951
	Iteration 29Q: 3 clusters Score -333979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -333981.718750 Penalty: 4048.324951
	Iteration 30Q: 3 clusters Score -333981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -333982.187500 Penalty: 4048.324951
	Iteration 31Q: 3 clusters Score -333982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -333982.531250 Penalty: 4048.324951
	Iteration 32Q: 3 clusters Score -333982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -333983.437500 Penalty: 4048.324951
	Iteration 33Q: 3 clusters Score -333983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -333983.437500 Penalty: 4048.324951
	Iteration 34F: 3 clusters Score -333983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -766471.500000 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -766471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -760050.812500 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -760050.8 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -761739.875000 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -761739.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -761997.000000 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -761997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -762176.375000 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -762176.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -762298.000000 Penalty: 4446.869629
	Iteration 4Q: 3 clusters Score -762298 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -762391.875000 Penalty: 4446.869629
	Iteration 5Q: 3 clusters Score -762391.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -762477.750000 Penalty: 4446.869629
	Iteration 6Q: 3 clusters Score -762477.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -762561.437500 Penalty: 4446.869629
	Iteration 7Q: 3 clusters Score -762561.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -762650.250000 Penalty: 4446.869629
	Iteration 8Q: 3 clusters Score -762650.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -762742.812500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -762742.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -762855.250000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -762855.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -762996.062500 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -762996.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -763183.437500 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -763183.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -763381.000000 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -763381 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -763566.875000 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -763566.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -763729.250000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -763729.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -763897.125000 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -763897.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -764065.625000 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -764065.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -764190.562500 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -764190.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -764278.812500 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -764278.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -764340.625000 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -764340.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -764397.125000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -764397.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -764446.437500 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -764446.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -764482.562500 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -764482.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -764505.812500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -764505.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -764523.625000 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -764523.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -764534.562500 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -764534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -764540.250000 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -764540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -764544.875000 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -764544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -764550.562500 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -764550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -764551.625000 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -764551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -764555.312500 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -764555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -764560.875000 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -764560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -764563.000000 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -764563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -764564.500000 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -764564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -764566.187500 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -764566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -764566.187500 Penalty: 4446.869629
	Iteration 36F: 3 clusters Score -764566.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Entering Unmasked Estep 
Score: -1913311.500000 Penalty: 2446.315430
	Iteration 0F: 2 clusters Score -1913312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1899796.250000 Penalty: 4892.630859
	Iteration 0F: 3 clusters Score -1899796 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1904253.625000 Penalty: 4892.630859
	Iteration 1F: 3 clusters Score -1904254 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1904674.375000 Penalty: 4892.630859
	Iteration 2F: 3 clusters Score -1904674 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1905039.000000 Penalty: 4892.630859
	Iteration 3Q: 3 clusters Score -1905039 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1905333.625000 Penalty: 4892.630859
	Iteration 4Q: 3 clusters Score -1905334 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1905624.375000 Penalty: 4892.630859
	Iteration 5Q: 3 clusters Score -1905624 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1905924.250000 Penalty: 4892.630859
	Iteration 6Q: 3 clusters Score -1905924 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1906232.000000 Penalty: 4892.630859
	Iteration 7Q: 3 clusters Score -1906232 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1906573.500000 Penalty: 4892.630859
	Iteration 8Q: 3 clusters Score -1906574 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1906933.125000 Penalty: 4892.630859
	Iteration 9Q: 3 clusters Score -1906933 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1907348.375000 Penalty: 4892.630859
	Iteration 10Q: 3 clusters Score -1907348 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1907806.000000 Penalty: 4892.630859
	Iteration 11Q: 3 clusters Score -1907806 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1908273.250000 Penalty: 4892.630859
	Iteration 12Q: 3 clusters Score -1908273 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1908715.625000 Penalty: 4892.630859
	Iteration 13Q: 3 clusters Score -1908716 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1909160.625000 Penalty: 4892.630859
	Iteration 14Q: 3 clusters Score -1909161 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1909598.125000 Penalty: 4892.630859
	Iteration 15Q: 3 clusters Score -1909598 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1910005.750000 Penalty: 4892.630859
	Iteration 16Q: 3 clusters Score -1910006 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1910333.125000 Penalty: 4892.630859
	Iteration 17Q: 3 clusters Score -1910333 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1910581.250000 Penalty: 4892.630859
	Iteration 18Q: 3 clusters Score -1910581 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1910782.000000 Penalty: 4892.630859
	Iteration 19Q: 3 clusters Score -1910782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1910898.625000 Penalty: 4892.630859
	Iteration 20F: 3 clusters Score -1910899 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1910969.125000 Penalty: 4892.630859
	Iteration 21Q: 3 clusters Score -1910969 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1911026.125000 Penalty: 4892.630859
	Iteration 22Q: 3 clusters Score -1911026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1911077.375000 Penalty: 4892.630859
	Iteration 23Q: 3 clusters Score -1911077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1911136.125000 Penalty: 4892.630859
	Iteration 24Q: 3 clusters Score -1911136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1911202.625000 Penalty: 4892.630859
	Iteration 25Q: 3 clusters Score -1911203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1911267.250000 Penalty: 4892.630859
	Iteration 26Q: 3 clusters Score -1911267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1911313.250000 Penalty: 4892.630859
	Iteration 27Q: 3 clusters Score -1911313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1911351.125000 Penalty: 4892.630859
	Iteration 28Q: 3 clusters Score -1911351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1911370.625000 Penalty: 4892.630859
	Iteration 29Q: 3 clusters Score -1911371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1911391.250000 Penalty: 4892.630859
	Iteration 30Q: 3 clusters Score -1911391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1911402.000000 Penalty: 4892.630859
	Iteration 31Q: 3 clusters Score -1911402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1911410.750000 Penalty: 4892.630859
	Iteration 32Q: 3 clusters Score -1911411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1911428.500000 Penalty: 4892.630859
	Iteration 33Q: 3 clusters Score -1911428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1911434.625000 Penalty: 4892.630859
	Iteration 34Q: 3 clusters Score -1911435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1911445.625000 Penalty: 4892.630859
	Iteration 35Q: 3 clusters Score -1911446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1911451.750000 Penalty: 4892.630859
	Iteration 36Q: 3 clusters Score -1911452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1911461.250000 Penalty: 4892.630859
	Iteration 37Q: 3 clusters Score -1911461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1911461.750000 Penalty: 4892.630859
	Iteration 38Q: 3 clusters Score -1911462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1911465.875000 Penalty: 4892.630859
	Iteration 39Q: 3 clusters Score -1911466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1911465.875000 Penalty: 4892.630859
	Iteration 40F: 3 clusters Score -1911466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -404569.125000 Penalty: 2111.568359
	Iteration 0F: 2 clusters Score -404569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -400122.218750 Penalty: 4223.136719
	Iteration 0F: 3 clusters Score -400122.2 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -401287.156250 Penalty: 4223.136719
	Iteration 1F: 3 clusters Score -401287.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -401632.437500 Penalty: 4223.136719
	Iteration 2F: 3 clusters Score -401632.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -401940.062500 Penalty: 4223.136719
	Iteration 3F: 3 clusters Score -401940.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -402154.250000 Penalty: 4223.136719
	Iteration 4F: 3 clusters Score -402154.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -402320.437500 Penalty: 4223.136719
	Iteration 5Q: 3 clusters Score -402320.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402469.000000 Penalty: 4223.136719
	Iteration 6Q: 3 clusters Score -402469 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -402587.812500 Penalty: 4223.136719
	Iteration 7Q: 3 clusters Score -402587.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -402678.968750 Penalty: 4223.136719
	Iteration 8Q: 3 clusters Score -402679 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -402744.812500 Penalty: 4223.136719
	Iteration 9Q: 3 clusters Score -402744.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -402796.375000 Penalty: 4223.136719
	Iteration 10Q: 3 clusters Score -402796.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -402838.968750 Penalty: 4223.136719
	Iteration 11Q: 3 clusters Score -402839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -402877.281250 Penalty: 4223.136719
	Iteration 12Q: 3 clusters Score -402877.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -402918.031250 Penalty: 4223.136719
	Iteration 13Q: 3 clusters Score -402918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -402956.125000 Penalty: 4223.136719
	Iteration 14Q: 3 clusters Score -402956.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -402991.093750 Penalty: 4223.136719
	Iteration 15Q: 3 clusters Score -402991.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -403018.281250 Penalty: 4223.136719
	Iteration 16Q: 3 clusters Score -403018.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -403042.906250 Penalty: 4223.136719
	Iteration 17Q: 3 clusters Score -403042.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -403063.656250 Penalty: 4223.136719
	Iteration 18Q: 3 clusters Score -403063.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -403077.437500 Penalty: 4223.136719
	Iteration 19Q: 3 clusters Score -403077.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -403091.062500 Penalty: 4223.136719
	Iteration 20F: 3 clusters Score -403091.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -403108.406250 Penalty: 4223.136719
	Iteration 21Q: 3 clusters Score -403108.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -403118.718750 Penalty: 4223.136719
	Iteration 22Q: 3 clusters Score -403118.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -403125.187500 Penalty: 4223.136719
	Iteration 23Q: 3 clusters Score -403125.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -403134.812500 Penalty: 4223.136719
	Iteration 24Q: 3 clusters Score -403134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -403144.312500 Penalty: 4223.136719
	Iteration 25Q: 3 clusters Score -403144.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -403148.906250 Penalty: 4223.136719
	Iteration 26Q: 3 clusters Score -403148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -403150.718750 Penalty: 4223.136719
	Iteration 27Q: 3 clusters Score -403150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -403153.250000 Penalty: 4223.136719
	Iteration 28Q: 3 clusters Score -403153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -403157.062500 Penalty: 4223.136719
	Iteration 29Q: 3 clusters Score -403157.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403159.250000 Penalty: 4223.136719
	Iteration 30Q: 3 clusters Score -403159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -403162.718750 Penalty: 4223.136719
	Iteration 31Q: 3 clusters Score -403162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -403165.281250 Penalty: 4223.136719
	Iteration 32Q: 3 clusters Score -403165.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -403168.937500 Penalty: 4223.136719
	Iteration 33Q: 3 clusters Score -403168.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403173.906250 Penalty: 4223.136719
	Iteration 34Q: 3 clusters Score -403173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -403177.281250 Penalty: 4223.136719
	Iteration 35Q: 3 clusters Score -403177.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -403182.406250 Penalty: 4223.136719
	Iteration 36Q: 3 clusters Score -403182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -403186.093750 Penalty: 4223.136719
	Iteration 37Q: 3 clusters Score -403186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -403189.156250 Penalty: 4223.136719
	Iteration 38Q: 3 clusters Score -403189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -403191.343750 Penalty: 4223.136719
	Iteration 39Q: 3 clusters Score -403191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -403192.406250 Penalty: 4223.136719
	Iteration 40F: 3 clusters Score -403192.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -403195.125000 Penalty: 4223.136719
	Iteration 41Q: 3 clusters Score -403195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -403197.000000 Penalty: 4223.136719
	Iteration 42Q: 3 clusters Score -403197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -403199.125000 Penalty: 4223.136719
	Iteration 43Q: 3 clusters Score -403199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -403200.250000 Penalty: 4223.136719
	Iteration 44Q: 3 clusters Score -403200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -403201.437500 Penalty: 4223.136719
	Iteration 45Q: 3 clusters Score -403201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -403203.312500 Penalty: 4223.136719
	Iteration 46Q: 3 clusters Score -403203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -403205.000000 Penalty: 4223.136719
	Iteration 47Q: 3 clusters Score -403205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -403207.125000 Penalty: 4223.136719
	Iteration 48Q: 3 clusters Score -403207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -403210.875000 Penalty: 4223.136719
	Iteration 49Q: 3 clusters Score -403210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -403212.187500 Penalty: 4223.136719
	Iteration 50Q: 3 clusters Score -403212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -403214.187500 Penalty: 4223.136719
	Iteration 51Q: 3 clusters Score -403214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -403215.312500 Penalty: 4223.136719
	Iteration 52Q: 3 clusters Score -403215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -403215.468750 Penalty: 4223.136719
	Iteration 53Q: 3 clusters Score -403215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -403217.843750 Penalty: 4223.136719
	Iteration 54Q: 3 clusters Score -403217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -403218.375000 Penalty: 4223.136719
	Iteration 55Q: 3 clusters Score -403218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -403219.687500 Penalty: 4223.136719
	Iteration 56Q: 3 clusters Score -403219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -403220.625000 Penalty: 4223.136719
	Iteration 57Q: 3 clusters Score -403220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -403221.375000 Penalty: 4223.136719
	Iteration 58Q: 3 clusters Score -403221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -403221.375000 Penalty: 4223.136719
	Iteration 59F: 3 clusters Score -403221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (55872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Entering Unmasked Estep 
Score: -5358557.000000 Penalty: 2710.843018
	Iteration 0F: 2 clusters Score -5358557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -5320952.000000 Penalty: 5421.686035
	Iteration 0F: 3 clusters Score -5320952 nChanged 25818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5335508.500000 Penalty: 5421.686035
	Iteration 1F: 3 clusters Score -5335508 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -5336151.500000 Penalty: 5421.686035
	Iteration 2Q: 3 clusters Score -5336152 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -5336939.000000 Penalty: 5421.686035
	Iteration 3Q: 3 clusters Score -5336939 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -5338095.000000 Penalty: 5421.686035
	Iteration 4Q: 3 clusters Score -5338095 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5339844.500000 Penalty: 5421.686035
	Iteration 5F: 3 clusters Score -5339844 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5342397.500000 Penalty: 5421.686035
	Iteration 6F: 3 clusters Score -5342398 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5345721.000000 Penalty: 5421.686035
	Iteration 7F: 3 clusters Score -5345721 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -5349275.000000 Penalty: 5421.686035
	Iteration 8F: 3 clusters Score -5349275 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -5352517.000000 Penalty: 5421.686035
	Iteration 9F: 3 clusters Score -5352517 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -5354859.500000 Penalty: 5421.686035
	Iteration 10Q: 3 clusters Score -5354860 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -5356149.000000 Penalty: 5421.686035
	Iteration 11Q: 3 clusters Score -5356149 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -5356811.000000 Penalty: 5421.686035
	Iteration 12Q: 3 clusters Score -5356811 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -5357215.000000 Penalty: 5421.686035
	Iteration 13Q: 3 clusters Score -5357215 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -5357519.000000 Penalty: 5421.686035
	Iteration 14Q: 3 clusters Score -5357519 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -5357673.000000 Penalty: 5421.686035
	Iteration 15Q: 3 clusters Score -5357673 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -5357760.500000 Penalty: 5421.686035
	Iteration 16Q: 3 clusters Score -5357760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -5357826.000000 Penalty: 5421.686035
	Iteration 17Q: 3 clusters Score -5357826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -5357853.000000 Penalty: 5421.686035
	Iteration 18Q: 3 clusters Score -5357853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -5357861.500000 Penalty: 5421.686035
	Iteration 19Q: 3 clusters Score -5357862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -5357869.500000 Penalty: 5421.686035
	Iteration 20F: 3 clusters Score -5357870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -5357873.000000 Penalty: 5421.686035
	Iteration 21Q: 3 clusters Score -5357873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -5357886.500000 Penalty: 5421.686035
	Iteration 22Q: 3 clusters Score -5357886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -5357886.000000 Penalty: 5421.686035
	Iteration 23Q: 3 clusters Score -5357886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -5357887.000000 Penalty: 5421.686035
	Iteration 24Q: 3 clusters Score -5357887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -5357881.000000 Penalty: 5421.686035
	Iteration 25Q: 3 clusters Score -5357881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -5357885.500000 Penalty: 5421.686035
	Iteration 26Q: 3 clusters Score -5357886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -5357885.000000 Penalty: 5421.686035
	Iteration 27Q: 3 clusters Score -5357885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -5357888.000000 Penalty: 5421.686035
	Iteration 28Q: 3 clusters Score -5357888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -5357889.000000 Penalty: 5421.686035
	Iteration 29Q: 3 clusters Score -5357889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -5357892.000000 Penalty: 5421.686035
	Iteration 30Q: 3 clusters Score -5357892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -5357887.000000 Penalty: 5421.686035
	Iteration 31Q: 3 clusters Score -5357887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -5357887.000000 Penalty: 5421.686035
	Iteration 32F: 3 clusters Score -5357887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Entering Unmasked Estep 
Score: -8837059.000000 Penalty: 2854.999756
	Iteration 0F: 2 clusters Score -8837059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -8770243.000000 Penalty: 5709.999512
	Iteration 0F: 3 clusters Score -8770243 nChanged 47304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -8797822.000000 Penalty: 5709.999512
	Iteration 1F: 3 clusters Score -8797822 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -8799371.000000 Penalty: 5709.999512
	Iteration 2Q: 3 clusters Score -8799371 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -8801304.000000 Penalty: 5709.999512
	Iteration 3Q: 3 clusters Score -8801304 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -8803625.000000 Penalty: 5709.999512
	Iteration 4F: 3 clusters Score -8803625 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -8806780.000000 Penalty: 5709.999512
	Iteration 5F: 3 clusters Score -8806780 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -8810289.000000 Penalty: 5709.999512
	Iteration 6F: 3 clusters Score -8810289 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -8813853.000000 Penalty: 5709.999512
	Iteration 7F: 3 clusters Score -8813853 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -8817268.000000 Penalty: 5709.999512
	Iteration 8F: 3 clusters Score -8817268 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -8820198.000000 Penalty: 5709.999512
	Iteration 9Q: 3 clusters Score -8820198 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -8822676.000000 Penalty: 5709.999512
	Iteration 10Q: 3 clusters Score -8822676 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -8824548.000000 Penalty: 5709.999512
	Iteration 11Q: 3 clusters Score -8824548 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -8825889.000000 Penalty: 5709.999512
	Iteration 12Q: 3 clusters Score -8825889 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -8826881.000000 Penalty: 5709.999512
	Iteration 13Q: 3 clusters Score -8826881 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -8827888.000000 Penalty: 5709.999512
	Iteration 14Q: 3 clusters Score -8827888 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -8828801.000000 Penalty: 5709.999512
	Iteration 15Q: 3 clusters Score -8828801 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -8829799.000000 Penalty: 5709.999512
	Iteration 16Q: 3 clusters Score -8829799 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -8830723.000000 Penalty: 5709.999512
	Iteration 17Q: 3 clusters Score -8830723 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -8831649.000000 Penalty: 5709.999512
	Iteration 18Q: 3 clusters Score -8831649 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -8832510.000000 Penalty: 5709.999512
	Iteration 19Q: 3 clusters Score -8832510 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -8833241.000000 Penalty: 5709.999512
	Iteration 20F: 3 clusters Score -8833241 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -8833782.000000 Penalty: 5709.999512
	Iteration 21Q: 3 clusters Score -8833782 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -8834261.000000 Penalty: 5709.999512
	Iteration 22Q: 3 clusters Score -8834261 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -8834660.000000 Penalty: 5709.999512
	Iteration 23Q: 3 clusters Score -8834660 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -8834899.000000 Penalty: 5709.999512
	Iteration 24Q: 3 clusters Score -8834899 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -8835125.000000 Penalty: 5709.999512
	Iteration 25Q: 3 clusters Score -8835125 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -8835185.000000 Penalty: 5709.999512
	Iteration 26Q: 3 clusters Score -8835185 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -8835309.000000 Penalty: 5709.999512
	Iteration 27Q: 3 clusters Score -8835309 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -8835388.000000 Penalty: 5709.999512
	Iteration 28Q: 3 clusters Score -8835388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -8835489.000000 Penalty: 5709.999512
	Iteration 29Q: 3 clusters Score -8835489 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -8835572.000000 Penalty: 5709.999512
	Iteration 30Q: 3 clusters Score -8835572 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -8835625.000000 Penalty: 5709.999512
	Iteration 31Q: 3 clusters Score -8835625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 97161 members 
Entering Unmasked Estep 
Score: -8835691.000000 Penalty: 5709.999512
	Iteration 32Q: 3 clusters Score -8835691 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -8835744.000000 Penalty: 5709.999512
	Iteration 33Q: 3 clusters Score -8835744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -8835777.000000 Penalty: 5709.999512
	Iteration 34Q: 3 clusters Score -8835777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -8835788.000000 Penalty: 5709.999512
	Iteration 35Q: 3 clusters Score -8835788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -8835818.000000 Penalty: 5709.999512
	Iteration 36Q: 3 clusters Score -8835818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -8835815.000000 Penalty: 5709.999512
	Iteration 37Q: 3 clusters Score -8835815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -8835827.000000 Penalty: 5709.999512
	Iteration 38Q: 3 clusters Score -8835827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -8835844.000000 Penalty: 5709.999512
	Iteration 39Q: 3 clusters Score -8835844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -8835850.000000 Penalty: 5709.999512
	Iteration 40F: 3 clusters Score -8835850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -8835866.000000 Penalty: 5709.999512
	Iteration 41Q: 3 clusters Score -8835866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -8835863.000000 Penalty: 5709.999512
	Iteration 42Q: 3 clusters Score -8835863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -8835871.000000 Penalty: 5709.999512
	Iteration 43Q: 3 clusters Score -8835871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -8835876.000000 Penalty: 5709.999512
	Iteration 44Q: 3 clusters Score -8835876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -8835887.000000 Penalty: 5709.999512
	Iteration 45Q: 3 clusters Score -8835887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -8835882.000000 Penalty: 5709.999512
	Iteration 46Q: 3 clusters Score -8835882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -8835880.000000 Penalty: 5709.999512
	Iteration 47Q: 3 clusters Score -8835880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -8835888.000000 Penalty: 5709.999512
	Iteration 48Q: 3 clusters Score -8835888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -8835896.000000 Penalty: 5709.999512
	Iteration 49Q: 3 clusters Score -8835896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -8835892.000000 Penalty: 5709.999512
	Iteration 50Q: 3 clusters Score -8835892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -8835898.000000 Penalty: 5709.999512
	Iteration 51Q: 3 clusters Score -8835898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -8835890.000000 Penalty: 5709.999512
	Iteration 52Q: 3 clusters Score -8835890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -8835907.000000 Penalty: 5709.999512
	Iteration 53Q: 3 clusters Score -8835907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -8835904.000000 Penalty: 5709.999512
	Iteration 54Q: 3 clusters Score -8835904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -8835907.000000 Penalty: 5709.999512
	Iteration 55Q: 3 clusters Score -8835907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -8835905.000000 Penalty: 5709.999512
	Iteration 56Q: 3 clusters Score -8835905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 97673 members 
Entering Unmasked Estep 
Score: -8835899.000000 Penalty: 5709.999512
	Iteration 57Q: 3 clusters Score -8835899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -8835926.000000 Penalty: 5709.999512
	Iteration 58Q: 3 clusters Score -8835926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -8835942.000000 Penalty: 5709.999512
	Iteration 59Q: 3 clusters Score -8835942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -8835946.000000 Penalty: 5709.999512
	Iteration 60F: 3 clusters Score -8835946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -8835959.000000 Penalty: 5709.999512
	Iteration 61Q: 3 clusters Score -8835959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -8835962.000000 Penalty: 5709.999512
	Iteration 62Q: 3 clusters Score -8835962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -8835971.000000 Penalty: 5709.999512
	Iteration 63Q: 3 clusters Score -8835971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -8835971.000000 Penalty: 5709.999512
	Iteration 64Q: 3 clusters Score -8835971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -8835966.000000 Penalty: 5709.999512
	Iteration 65Q: 3 clusters Score -8835966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -8835973.000000 Penalty: 5709.999512
	Iteration 66Q: 3 clusters Score -8835973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -8835976.000000 Penalty: 5709.999512
	Iteration 67Q: 3 clusters Score -8835976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -8835973.000000 Penalty: 5709.999512
	Iteration 68Q: 3 clusters Score -8835973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -8835981.000000 Penalty: 5709.999512
	Iteration 69Q: 3 clusters Score -8835981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -8835987.000000 Penalty: 5709.999512
	Iteration 70Q: 3 clusters Score -8835987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -8835994.000000 Penalty: 5709.999512
	Iteration 71Q: 3 clusters Score -8835994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -8835990.000000 Penalty: 5709.999512
	Iteration 72Q: 3 clusters Score -8835990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -8835990.000000 Penalty: 5709.999512
	Iteration 73F: 3 clusters Score -8835990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (75021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Entering Unmasked Estep 
Score: -7326638.500000 Penalty: 2783.929688
	Iteration 0F: 2 clusters Score -7326638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7276391.500000 Penalty: 5567.859375
	Iteration 0F: 3 clusters Score -7276392 nChanged 35101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -7296283.000000 Penalty: 5567.859375
	Iteration 1F: 3 clusters Score -7296283 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -7297173.500000 Penalty: 5567.859375
	Iteration 2Q: 3 clusters Score -7297174 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -7298438.000000 Penalty: 5567.859375
	Iteration 3Q: 3 clusters Score -7298438 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -7300530.500000 Penalty: 5567.859375
	Iteration 4F: 3 clusters Score -7300530 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -7303935.000000 Penalty: 5567.859375
	Iteration 5F: 3 clusters Score -7303935 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -7309349.000000 Penalty: 5567.859375
	Iteration 6F: 3 clusters Score -7309349 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -7315408.500000 Penalty: 5567.859375
	Iteration 7F: 3 clusters Score -7315408 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -7320138.000000 Penalty: 5567.859375
	Iteration 8F: 3 clusters Score -7320138 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7322828.000000 Penalty: 5567.859375
	Iteration 9Q: 3 clusters Score -7322828 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7324269.000000 Penalty: 5567.859375
	Iteration 10Q: 3 clusters Score -7324269 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7325149.000000 Penalty: 5567.859375
	Iteration 11Q: 3 clusters Score -7325149 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7325573.500000 Penalty: 5567.859375
	Iteration 12Q: 3 clusters Score -7325574 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7325699.000000 Penalty: 5567.859375
	Iteration 13Q: 3 clusters Score -7325699 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7325788.000000 Penalty: 5567.859375
	Iteration 14Q: 3 clusters Score -7325788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7325830.500000 Penalty: 5567.859375
	Iteration 15Q: 3 clusters Score -7325830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7325835.500000 Penalty: 5567.859375
	Iteration 16Q: 3 clusters Score -7325836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7325855.500000 Penalty: 5567.859375
	Iteration 17Q: 3 clusters Score -7325856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7325876.500000 Penalty: 5567.859375
	Iteration 18Q: 3 clusters Score -7325876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7325875.000000 Penalty: 5567.859375
	Iteration 19Q: 3 clusters Score -7325875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7325871.000000 Penalty: 5567.859375
	Iteration 20F: 3 clusters Score -7325871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7325885.000000 Penalty: 5567.859375
	Iteration 21Q: 3 clusters Score -7325885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7325882.500000 Penalty: 5567.859375
	Iteration 22Q: 3 clusters Score -7325882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7325882.000000 Penalty: 5567.859375
	Iteration 23Q: 3 clusters Score -7325882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7325882.500000 Penalty: 5567.859375
	Iteration 24Q: 3 clusters Score -7325882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7325888.000000 Penalty: 5567.859375
	Iteration 25Q: 3 clusters Score -7325888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7325884.500000 Penalty: 5567.859375
	Iteration 26Q: 3 clusters Score -7325884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7325887.000000 Penalty: 5567.859375
	Iteration 27Q: 3 clusters Score -7325887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7325886.500000 Penalty: 5567.859375
	Iteration 28Q: 3 clusters Score -7325886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7325886.000000 Penalty: 5567.859375
	Iteration 29Q: 3 clusters Score -7325886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7325882.500000 Penalty: 5567.859375
	Iteration 30Q: 3 clusters Score -7325882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7325884.500000 Penalty: 5567.859375
	Iteration 31Q: 3 clusters Score -7325884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7325892.000000 Penalty: 5567.859375
	Iteration 32Q: 3 clusters Score -7325892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7325884.000000 Penalty: 5567.859375
	Iteration 33Q: 3 clusters Score -7325884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7325882.500000 Penalty: 5567.859375
	Iteration 34Q: 3 clusters Score -7325882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7325884.500000 Penalty: 5567.859375
	Iteration 35Q: 3 clusters Score -7325884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7325879.500000 Penalty: 5567.859375
	Iteration 36Q: 3 clusters Score -7325880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7325880.500000 Penalty: 5567.859375
	Iteration 37Q: 3 clusters Score -7325880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7325886.000000 Penalty: 5567.859375
	Iteration 38Q: 3 clusters Score -7325886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7325889.000000 Penalty: 5567.859375
	Iteration 39Q: 3 clusters Score -7325889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7325888.500000 Penalty: 5567.859375
	Iteration 40F: 3 clusters Score -7325888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7325889.000000 Penalty: 5567.859375
	Iteration 41Q: 3 clusters Score -7325889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7325894.000000 Penalty: 5567.859375
	Iteration 42Q: 3 clusters Score -7325894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7325894.000000 Penalty: 5567.859375
	Iteration 43F: 3 clusters Score -7325894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -217251.906250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -217251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -214436.031250 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -214436 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -214980.656250 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -214980.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -215131.625000 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -215131.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -215244.890625 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -215244.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215347.359375 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -215347.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -215423.062500 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -215423.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -215495.937500 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -215495.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -215579.265625 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -215579.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -215705.359375 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -215705.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -215986.437500 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -215986.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -216242.750000 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -216242.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -216362.640625 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -216362.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -216420.984375 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -216421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -216455.000000 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -216455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -216467.906250 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -216467.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -216473.171875 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -216473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -216476.875000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -216476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -216481.343750 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -216481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -216483.046875 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -216483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -216484.125000 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -216484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -216484.125000 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -216484.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Entering Unmasked Estep 
Score: -1997687.500000 Penalty: 2464.440674
	Iteration 0F: 2 clusters Score -1997688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1983078.750000 Penalty: 4928.881348
	Iteration 0F: 3 clusters Score -1983079 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1988280.375000 Penalty: 4928.881348
	Iteration 1F: 3 clusters Score -1988280 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1988780.875000 Penalty: 4928.881348
	Iteration 2F: 3 clusters Score -1988781 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1989311.375000 Penalty: 4928.881348
	Iteration 3F: 3 clusters Score -1989311 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1989944.500000 Penalty: 4928.881348
	Iteration 4F: 3 clusters Score -1989944 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1990841.750000 Penalty: 4928.881348
	Iteration 5F: 3 clusters Score -1990842 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1991908.875000 Penalty: 4928.881348
	Iteration 6F: 3 clusters Score -1991909 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1992937.750000 Penalty: 4928.881348
	Iteration 7F: 3 clusters Score -1992938 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1993755.875000 Penalty: 4928.881348
	Iteration 8F: 3 clusters Score -1993756 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1994416.375000 Penalty: 4928.881348
	Iteration 9Q: 3 clusters Score -1994416 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1994834.250000 Penalty: 4928.881348
	Iteration 10Q: 3 clusters Score -1994834 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1995091.000000 Penalty: 4928.881348
	Iteration 11Q: 3 clusters Score -1995091 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1995268.625000 Penalty: 4928.881348
	Iteration 12Q: 3 clusters Score -1995269 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1995421.750000 Penalty: 4928.881348
	Iteration 13Q: 3 clusters Score -1995422 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1995549.375000 Penalty: 4928.881348
	Iteration 14Q: 3 clusters Score -1995549 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1995672.375000 Penalty: 4928.881348
	Iteration 15Q: 3 clusters Score -1995672 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1995778.750000 Penalty: 4928.881348
	Iteration 16Q: 3 clusters Score -1995779 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1995896.875000 Penalty: 4928.881348
	Iteration 17Q: 3 clusters Score -1995897 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1995992.750000 Penalty: 4928.881348
	Iteration 18Q: 3 clusters Score -1995993 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1996078.250000 Penalty: 4928.881348
	Iteration 19Q: 3 clusters Score -1996078 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1996162.250000 Penalty: 4928.881348
	Iteration 20F: 3 clusters Score -1996162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1996221.500000 Penalty: 4928.881348
	Iteration 21Q: 3 clusters Score -1996222 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1996264.500000 Penalty: 4928.881348
	Iteration 22Q: 3 clusters Score -1996264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1996303.375000 Penalty: 4928.881348
	Iteration 23Q: 3 clusters Score -1996303 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1996327.750000 Penalty: 4928.881348
	Iteration 24Q: 3 clusters Score -1996328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1996349.875000 Penalty: 4928.881348
	Iteration 25Q: 3 clusters Score -1996350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1996363.250000 Penalty: 4928.881348
	Iteration 26Q: 3 clusters Score -1996363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1996384.000000 Penalty: 4928.881348
	Iteration 27Q: 3 clusters Score -1996384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1996393.500000 Penalty: 4928.881348
	Iteration 28Q: 3 clusters Score -1996394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1996412.375000 Penalty: 4928.881348
	Iteration 29Q: 3 clusters Score -1996412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1996424.875000 Penalty: 4928.881348
	Iteration 30Q: 3 clusters Score -1996425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1996434.500000 Penalty: 4928.881348
	Iteration 31Q: 3 clusters Score -1996434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1996454.000000 Penalty: 4928.881348
	Iteration 32Q: 3 clusters Score -1996454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1996451.250000 Penalty: 4928.881348
	Iteration 33Q: 3 clusters Score -1996451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1996454.125000 Penalty: 4928.881348
	Iteration 34Q: 3 clusters Score -1996454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1996461.875000 Penalty: 4928.881348
	Iteration 35Q: 3 clusters Score -1996462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1996466.125000 Penalty: 4928.881348
	Iteration 36Q: 3 clusters Score -1996466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1996473.250000 Penalty: 4928.881348
	Iteration 37Q: 3 clusters Score -1996473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1996472.875000 Penalty: 4928.881348
	Iteration 38Q: 3 clusters Score -1996473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1996476.125000 Penalty: 4928.881348
	Iteration 39Q: 3 clusters Score -1996476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1996475.375000 Penalty: 4928.881348
	Iteration 40F: 3 clusters Score -1996475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1996473.625000 Penalty: 4928.881348
	Iteration 41Q: 3 clusters Score -1996474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1996475.750000 Penalty: 4928.881348
	Iteration 42Q: 3 clusters Score -1996476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1996479.250000 Penalty: 4928.881348
	Iteration 43Q: 3 clusters Score -1996479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1996477.375000 Penalty: 4928.881348
	Iteration 44Q: 3 clusters Score -1996477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1996475.250000 Penalty: 4928.881348
	Iteration 45Q: 3 clusters Score -1996475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1996475.750000 Penalty: 4928.881348
	Iteration 46Q: 3 clusters Score -1996476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1996477.250000 Penalty: 4928.881348
	Iteration 47Q: 3 clusters Score -1996477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1996470.500000 Penalty: 4928.881348
	Iteration 48Q: 3 clusters Score -1996470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1996472.125000 Penalty: 4928.881348
	Iteration 49Q: 3 clusters Score -1996472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1996471.750000 Penalty: 4928.881348
	Iteration 50Q: 3 clusters Score -1996472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1996472.250000 Penalty: 4928.881348
	Iteration 51Q: 3 clusters Score -1996472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1996474.125000 Penalty: 4928.881348
	Iteration 52Q: 3 clusters Score -1996474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1996477.500000 Penalty: 4928.881348
	Iteration 53Q: 3 clusters Score -1996478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1996476.875000 Penalty: 4928.881348
	Iteration 54Q: 3 clusters Score -1996477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1996472.875000 Penalty: 4928.881348
	Iteration 55Q: 3 clusters Score -1996473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1996480.250000 Penalty: 4928.881348
	Iteration 56Q: 3 clusters Score -1996480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1996482.250000 Penalty: 4928.881348
	Iteration 57Q: 3 clusters Score -1996482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1996478.625000 Penalty: 4928.881348
	Iteration 58Q: 3 clusters Score -1996479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1996481.750000 Penalty: 4928.881348
	Iteration 59Q: 3 clusters Score -1996482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1996482.125000 Penalty: 4928.881348
	Iteration 60F: 3 clusters Score -1996482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1996480.500000 Penalty: 4928.881348
	Iteration 61Q: 3 clusters Score -1996480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1996480.500000 Penalty: 4928.881348
	Iteration 62F: 3 clusters Score -1996480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Entering Unmasked Estep 
Score: -1907242.875000 Penalty: 2461.400879
	Iteration 0F: 2 clusters Score -1907243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1892878.750000 Penalty: 4922.801758
	Iteration 0F: 3 clusters Score -1892879 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1897921.125000 Penalty: 4922.801758
	Iteration 1F: 3 clusters Score -1897921 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1898521.125000 Penalty: 4922.801758
	Iteration 2F: 3 clusters Score -1898521 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1899074.625000 Penalty: 4922.801758
	Iteration 3F: 3 clusters Score -1899075 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1899633.750000 Penalty: 4922.801758
	Iteration 4F: 3 clusters Score -1899634 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1900202.875000 Penalty: 4922.801758
	Iteration 5F: 3 clusters Score -1900203 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1900802.375000 Penalty: 4922.801758
	Iteration 6F: 3 clusters Score -1900802 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1901357.000000 Penalty: 4922.801758
	Iteration 7Q: 3 clusters Score -1901357 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1901986.375000 Penalty: 4922.801758
	Iteration 8Q: 3 clusters Score -1901986 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1902694.500000 Penalty: 4922.801758
	Iteration 9Q: 3 clusters Score -1902694 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1903380.375000 Penalty: 4922.801758
	Iteration 10Q: 3 clusters Score -1903380 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1903893.375000 Penalty: 4922.801758
	Iteration 11Q: 3 clusters Score -1903893 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1904265.875000 Penalty: 4922.801758
	Iteration 12Q: 3 clusters Score -1904266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1904550.625000 Penalty: 4922.801758
	Iteration 13Q: 3 clusters Score -1904551 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1904738.250000 Penalty: 4922.801758
	Iteration 14Q: 3 clusters Score -1904738 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1904881.875000 Penalty: 4922.801758
	Iteration 15Q: 3 clusters Score -1904882 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1905013.875000 Penalty: 4922.801758
	Iteration 16Q: 3 clusters Score -1905014 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1905143.625000 Penalty: 4922.801758
	Iteration 17Q: 3 clusters Score -1905144 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1905274.500000 Penalty: 4922.801758
	Iteration 18Q: 3 clusters Score -1905274 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1905416.125000 Penalty: 4922.801758
	Iteration 19Q: 3 clusters Score -1905416 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1905571.875000 Penalty: 4922.801758
	Iteration 20F: 3 clusters Score -1905572 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1905721.875000 Penalty: 4922.801758
	Iteration 21Q: 3 clusters Score -1905722 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1905882.625000 Penalty: 4922.801758
	Iteration 22Q: 3 clusters Score -1905883 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1906040.875000 Penalty: 4922.801758
	Iteration 23Q: 3 clusters Score -1906041 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1906163.625000 Penalty: 4922.801758
	Iteration 24Q: 3 clusters Score -1906164 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1906254.125000 Penalty: 4922.801758
	Iteration 25Q: 3 clusters Score -1906254 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1906335.625000 Penalty: 4922.801758
	Iteration 26Q: 3 clusters Score -1906336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1906400.375000 Penalty: 4922.801758
	Iteration 27Q: 3 clusters Score -1906400 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1906453.875000 Penalty: 4922.801758
	Iteration 28Q: 3 clusters Score -1906454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1906498.500000 Penalty: 4922.801758
	Iteration 29Q: 3 clusters Score -1906498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1906540.500000 Penalty: 4922.801758
	Iteration 30Q: 3 clusters Score -1906540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1906573.750000 Penalty: 4922.801758
	Iteration 31Q: 3 clusters Score -1906574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1906604.375000 Penalty: 4922.801758
	Iteration 32Q: 3 clusters Score -1906604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1906625.000000 Penalty: 4922.801758
	Iteration 33Q: 3 clusters Score -1906625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1906636.125000 Penalty: 4922.801758
	Iteration 34Q: 3 clusters Score -1906636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1906648.500000 Penalty: 4922.801758
	Iteration 35Q: 3 clusters Score -1906648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1906658.000000 Penalty: 4922.801758
	Iteration 36Q: 3 clusters Score -1906658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1906669.000000 Penalty: 4922.801758
	Iteration 37Q: 3 clusters Score -1906669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1906674.625000 Penalty: 4922.801758
	Iteration 38Q: 3 clusters Score -1906675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1906677.500000 Penalty: 4922.801758
	Iteration 39Q: 3 clusters Score -1906678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1906688.250000 Penalty: 4922.801758
	Iteration 40F: 3 clusters Score -1906688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1906695.500000 Penalty: 4922.801758
	Iteration 41Q: 3 clusters Score -1906696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1906701.000000 Penalty: 4922.801758
	Iteration 42Q: 3 clusters Score -1906701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1906707.625000 Penalty: 4922.801758
	Iteration 43Q: 3 clusters Score -1906708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1906709.750000 Penalty: 4922.801758
	Iteration 44Q: 3 clusters Score -1906710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1906711.625000 Penalty: 4922.801758
	Iteration 45Q: 3 clusters Score -1906712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1906711.000000 Penalty: 4922.801758
	Iteration 46Q: 3 clusters Score -1906711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1906715.250000 Penalty: 4922.801758
	Iteration 47Q: 3 clusters Score -1906715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1906714.750000 Penalty: 4922.801758
	Iteration 48Q: 3 clusters Score -1906715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1906712.250000 Penalty: 4922.801758
	Iteration 49Q: 3 clusters Score -1906712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1906715.875000 Penalty: 4922.801758
	Iteration 50Q: 3 clusters Score -1906716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1906719.750000 Penalty: 4922.801758
	Iteration 51Q: 3 clusters Score -1906720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1906718.125000 Penalty: 4922.801758
	Iteration 52Q: 3 clusters Score -1906718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1906718.375000 Penalty: 4922.801758
	Iteration 53Q: 3 clusters Score -1906718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1906720.500000 Penalty: 4922.801758
	Iteration 54Q: 3 clusters Score -1906720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1906719.375000 Penalty: 4922.801758
	Iteration 55Q: 3 clusters Score -1906719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1906718.375000 Penalty: 4922.801758
	Iteration 56Q: 3 clusters Score -1906718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1906717.875000 Penalty: 4922.801758
	Iteration 57Q: 3 clusters Score -1906718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1906718.000000 Penalty: 4922.801758
	Iteration 58Q: 3 clusters Score -1906718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1906718.000000 Penalty: 4922.801758
	Iteration 59F: 3 clusters Score -1906718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Entering Unmasked Estep 
Score: -973714.937500 Penalty: 2275.714111
	Iteration 0F: 2 clusters Score -973714.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -966166.187500 Penalty: 4551.428223
	Iteration 0F: 3 clusters Score -966166.2 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -968223.562500 Penalty: 4551.428223
	Iteration 1F: 3 clusters Score -968223.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -968489.750000 Penalty: 4551.428223
	Iteration 2F: 3 clusters Score -968489.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -968670.312500 Penalty: 4551.428223
	Iteration 3Q: 3 clusters Score -968670.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -968797.500000 Penalty: 4551.428223
	Iteration 4Q: 3 clusters Score -968797.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -968899.500000 Penalty: 4551.428223
	Iteration 5Q: 3 clusters Score -968899.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -968984.687500 Penalty: 4551.428223
	Iteration 6Q: 3 clusters Score -968984.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -969064.500000 Penalty: 4551.428223
	Iteration 7Q: 3 clusters Score -969064.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -969147.500000 Penalty: 4551.428223
	Iteration 8Q: 3 clusters Score -969147.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -969231.812500 Penalty: 4551.428223
	Iteration 9Q: 3 clusters Score -969231.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -969326.437500 Penalty: 4551.428223
	Iteration 10Q: 3 clusters Score -969326.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -969409.187500 Penalty: 4551.428223
	Iteration 11Q: 3 clusters Score -969409.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -969512.187500 Penalty: 4551.428223
	Iteration 12Q: 3 clusters Score -969512.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -969635.750000 Penalty: 4551.428223
	Iteration 13Q: 3 clusters Score -969635.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -969779.625000 Penalty: 4551.428223
	Iteration 14Q: 3 clusters Score -969779.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -969948.750000 Penalty: 4551.428223
	Iteration 15Q: 3 clusters Score -969948.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -970151.500000 Penalty: 4551.428223
	Iteration 16Q: 3 clusters Score -970151.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -970395.625000 Penalty: 4551.428223
	Iteration 17Q: 3 clusters Score -970395.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -970669.187500 Penalty: 4551.428223
	Iteration 18Q: 3 clusters Score -970669.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -970939.250000 Penalty: 4551.428223
	Iteration 19Q: 3 clusters Score -970939.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -971140.937500 Penalty: 4551.428223
	Iteration 20F: 3 clusters Score -971140.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -971278.500000 Penalty: 4551.428223
	Iteration 21Q: 3 clusters Score -971278.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -971390.562500 Penalty: 4551.428223
	Iteration 22Q: 3 clusters Score -971390.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -971478.187500 Penalty: 4551.428223
	Iteration 23Q: 3 clusters Score -971478.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -971534.375000 Penalty: 4551.428223
	Iteration 24Q: 3 clusters Score -971534.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -971563.812500 Penalty: 4551.428223
	Iteration 25Q: 3 clusters Score -971563.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -971580.937500 Penalty: 4551.428223
	Iteration 26Q: 3 clusters Score -971580.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -971595.250000 Penalty: 4551.428223
	Iteration 27Q: 3 clusters Score -971595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -971606.187500 Penalty: 4551.428223
	Iteration 28Q: 3 clusters Score -971606.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -971618.687500 Penalty: 4551.428223
	Iteration 29Q: 3 clusters Score -971618.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -971631.562500 Penalty: 4551.428223
	Iteration 30Q: 3 clusters Score -971631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -971640.437500 Penalty: 4551.428223
	Iteration 31Q: 3 clusters Score -971640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -971650.687500 Penalty: 4551.428223
	Iteration 32Q: 3 clusters Score -971650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -971652.250000 Penalty: 4551.428223
	Iteration 33Q: 3 clusters Score -971652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -971653.437500 Penalty: 4551.428223
	Iteration 34Q: 3 clusters Score -971653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -971655.500000 Penalty: 4551.428223
	Iteration 35Q: 3 clusters Score -971655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -971656.000000 Penalty: 4551.428223
	Iteration 36Q: 3 clusters Score -971656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -971657.500000 Penalty: 4551.428223
	Iteration 37Q: 3 clusters Score -971657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -971659.750000 Penalty: 4551.428223
	Iteration 38Q: 3 clusters Score -971659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -971659.750000 Penalty: 4551.428223
	Iteration 39F: 3 clusters Score -971659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -179457.453125 Penalty: 1871.387695
	Iteration 0F: 2 clusters Score -179457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -176856.281250 Penalty: 3742.775391
	Iteration 0F: 3 clusters Score -176856.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -177257.921875 Penalty: 3742.775391
	Iteration 1F: 3 clusters Score -177257.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -177383.984375 Penalty: 3742.775391
	Iteration 2F: 3 clusters Score -177384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -177456.515625 Penalty: 3742.775391
	Iteration 3Q: 3 clusters Score -177456.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -177494.125000 Penalty: 3742.775391
	Iteration 4Q: 3 clusters Score -177494.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -177522.531250 Penalty: 3742.775391
	Iteration 5Q: 3 clusters Score -177522.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177545.953125 Penalty: 3742.775391
	Iteration 6Q: 3 clusters Score -177546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -177560.453125 Penalty: 3742.775391
	Iteration 7Q: 3 clusters Score -177560.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177569.812500 Penalty: 3742.775391
	Iteration 8Q: 3 clusters Score -177569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177576.921875 Penalty: 3742.775391
	Iteration 9Q: 3 clusters Score -177576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177582.156250 Penalty: 3742.775391
	Iteration 10Q: 3 clusters Score -177582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -177586.781250 Penalty: 3742.775391
	Iteration 11Q: 3 clusters Score -177586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177590.578125 Penalty: 3742.775391
	Iteration 12Q: 3 clusters Score -177590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177595.390625 Penalty: 3742.775391
	Iteration 13Q: 3 clusters Score -177595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177598.109375 Penalty: 3742.775391
	Iteration 14Q: 3 clusters Score -177598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -177601.640625 Penalty: 3742.775391
	Iteration 15Q: 3 clusters Score -177601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -177609.000000 Penalty: 3742.775391
	Iteration 16Q: 3 clusters Score -177609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -177614.890625 Penalty: 3742.775391
	Iteration 17Q: 3 clusters Score -177614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -177621.312500 Penalty: 3742.775391
	Iteration 18Q: 3 clusters Score -177621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -177626.234375 Penalty: 3742.775391
	Iteration 19Q: 3 clusters Score -177626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -177629.937500 Penalty: 3742.775391
	Iteration 20F: 3 clusters Score -177629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -177634.546875 Penalty: 3742.775391
	Iteration 21Q: 3 clusters Score -177634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -177637.078125 Penalty: 3742.775391
	Iteration 22Q: 3 clusters Score -177637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -177638.875000 Penalty: 3742.775391
	Iteration 23Q: 3 clusters Score -177638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -177639.734375 Penalty: 3742.775391
	Iteration 24Q: 3 clusters Score -177639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -177641.093750 Penalty: 3742.775391
	Iteration 25Q: 3 clusters Score -177641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -177641.093750 Penalty: 3742.775391
	Iteration 26F: 3 clusters Score -177641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Entering Unmasked Estep 
Score: -1062229.500000 Penalty: 2296.028076
	Iteration 0F: 2 clusters Score -1062230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1054177.375000 Penalty: 4592.056152
	Iteration 0F: 3 clusters Score -1054177 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1056590.500000 Penalty: 4592.056152
	Iteration 1F: 3 clusters Score -1056590 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1056952.625000 Penalty: 4592.056152
	Iteration 2F: 3 clusters Score -1056953 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1057229.750000 Penalty: 4592.056152
	Iteration 3F: 3 clusters Score -1057230 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1057456.750000 Penalty: 4592.056152
	Iteration 4Q: 3 clusters Score -1057457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1057642.875000 Penalty: 4592.056152
	Iteration 5Q: 3 clusters Score -1057643 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1057808.875000 Penalty: 4592.056152
	Iteration 6Q: 3 clusters Score -1057809 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1057953.875000 Penalty: 4592.056152
	Iteration 7Q: 3 clusters Score -1057954 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1058093.250000 Penalty: 4592.056152
	Iteration 8Q: 3 clusters Score -1058093 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1058243.250000 Penalty: 4592.056152
	Iteration 9Q: 3 clusters Score -1058243 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1058390.375000 Penalty: 4592.056152
	Iteration 10Q: 3 clusters Score -1058390 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1058549.625000 Penalty: 4592.056152
	Iteration 11Q: 3 clusters Score -1058550 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1058725.125000 Penalty: 4592.056152
	Iteration 12Q: 3 clusters Score -1058725 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1058921.375000 Penalty: 4592.056152
	Iteration 13Q: 3 clusters Score -1058921 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1059122.375000 Penalty: 4592.056152
	Iteration 14Q: 3 clusters Score -1059122 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1059329.625000 Penalty: 4592.056152
	Iteration 15Q: 3 clusters Score -1059330 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1059527.500000 Penalty: 4592.056152
	Iteration 16Q: 3 clusters Score -1059528 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1059682.875000 Penalty: 4592.056152
	Iteration 17Q: 3 clusters Score -1059683 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1059806.750000 Penalty: 4592.056152
	Iteration 18Q: 3 clusters Score -1059807 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1059903.875000 Penalty: 4592.056152
	Iteration 19Q: 3 clusters Score -1059904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1059994.500000 Penalty: 4592.056152
	Iteration 20F: 3 clusters Score -1059994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1060047.250000 Penalty: 4592.056152
	Iteration 21Q: 3 clusters Score -1060047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1060087.500000 Penalty: 4592.056152
	Iteration 22Q: 3 clusters Score -1060088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1060111.500000 Penalty: 4592.056152
	Iteration 23Q: 3 clusters Score -1060112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1060125.625000 Penalty: 4592.056152
	Iteration 24Q: 3 clusters Score -1060126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1060140.250000 Penalty: 4592.056152
	Iteration 25Q: 3 clusters Score -1060140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1060144.375000 Penalty: 4592.056152
	Iteration 26Q: 3 clusters Score -1060144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1060145.250000 Penalty: 4592.056152
	Iteration 27Q: 3 clusters Score -1060145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1060149.375000 Penalty: 4592.056152
	Iteration 28Q: 3 clusters Score -1060149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1060151.500000 Penalty: 4592.056152
	Iteration 29Q: 3 clusters Score -1060152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1060152.750000 Penalty: 4592.056152
	Iteration 30Q: 3 clusters Score -1060153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1060154.000000 Penalty: 4592.056152
	Iteration 31Q: 3 clusters Score -1060154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1060154.500000 Penalty: 4592.056152
	Iteration 32Q: 3 clusters Score -1060154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1060157.750000 Penalty: 4592.056152
	Iteration 33Q: 3 clusters Score -1060158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1060157.750000 Penalty: 4592.056152
	Iteration 34F: 3 clusters Score -1060158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Entering Unmasked Estep 
Score: -3146472.000000 Penalty: 2577.324219
	Iteration 0F: 2 clusters Score -3146472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3124194.250000 Penalty: 5154.648438
	Iteration 0F: 3 clusters Score -3124194 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3132221.000000 Penalty: 5154.648438
	Iteration 1F: 3 clusters Score -3132221 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3132814.750000 Penalty: 5154.648438
	Iteration 2F: 3 clusters Score -3132815 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3133388.750000 Penalty: 5154.648438
	Iteration 3Q: 3 clusters Score -3133389 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3133915.500000 Penalty: 5154.648438
	Iteration 4Q: 3 clusters Score -3133916 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3134482.500000 Penalty: 5154.648438
	Iteration 5Q: 3 clusters Score -3134482 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3135150.000000 Penalty: 5154.648438
	Iteration 6Q: 3 clusters Score -3135150 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3135940.750000 Penalty: 5154.648438
	Iteration 7Q: 3 clusters Score -3135941 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3136864.250000 Penalty: 5154.648438
	Iteration 8F: 3 clusters Score -3136864 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3138039.250000 Penalty: 5154.648438
	Iteration 9F: 3 clusters Score -3138039 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3139276.500000 Penalty: 5154.648438
	Iteration 10F: 3 clusters Score -3139276 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3140473.250000 Penalty: 5154.648438
	Iteration 11Q: 3 clusters Score -3140473 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3141508.250000 Penalty: 5154.648438
	Iteration 12Q: 3 clusters Score -3141508 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3142308.250000 Penalty: 5154.648438
	Iteration 13Q: 3 clusters Score -3142308 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3142893.500000 Penalty: 5154.648438
	Iteration 14Q: 3 clusters Score -3142894 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3143292.000000 Penalty: 5154.648438
	Iteration 15Q: 3 clusters Score -3143292 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3143642.750000 Penalty: 5154.648438
	Iteration 16Q: 3 clusters Score -3143643 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3143890.750000 Penalty: 5154.648438
	Iteration 17Q: 3 clusters Score -3143891 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3144037.500000 Penalty: 5154.648438
	Iteration 18Q: 3 clusters Score -3144038 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3144129.000000 Penalty: 5154.648438
	Iteration 19Q: 3 clusters Score -3144129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3144193.500000 Penalty: 5154.648438
	Iteration 20F: 3 clusters Score -3144194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3144258.750000 Penalty: 5154.648438
	Iteration 21Q: 3 clusters Score -3144259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3144287.500000 Penalty: 5154.648438
	Iteration 22Q: 3 clusters Score -3144288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3144317.750000 Penalty: 5154.648438
	Iteration 23Q: 3 clusters Score -3144318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3144340.000000 Penalty: 5154.648438
	Iteration 24Q: 3 clusters Score -3144340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3144362.000000 Penalty: 5154.648438
	Iteration 25Q: 3 clusters Score -3144362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3144374.500000 Penalty: 5154.648438
	Iteration 26Q: 3 clusters Score -3144374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3144382.750000 Penalty: 5154.648438
	Iteration 27Q: 3 clusters Score -3144383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3144384.250000 Penalty: 5154.648438
	Iteration 28Q: 3 clusters Score -3144384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3144400.250000 Penalty: 5154.648438
	Iteration 29Q: 3 clusters Score -3144400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3144407.750000 Penalty: 5154.648438
	Iteration 30Q: 3 clusters Score -3144408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3144409.750000 Penalty: 5154.648438
	Iteration 31Q: 3 clusters Score -3144410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3144416.500000 Penalty: 5154.648438
	Iteration 32Q: 3 clusters Score -3144416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3144422.000000 Penalty: 5154.648438
	Iteration 33Q: 3 clusters Score -3144422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3144424.500000 Penalty: 5154.648438
	Iteration 34Q: 3 clusters Score -3144424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3144427.000000 Penalty: 5154.648438
	Iteration 35Q: 3 clusters Score -3144427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3144428.250000 Penalty: 5154.648438
	Iteration 36Q: 3 clusters Score -3144428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3144429.750000 Penalty: 5154.648438
	Iteration 37Q: 3 clusters Score -3144430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3144425.750000 Penalty: 5154.648438
	Iteration 38Q: 3 clusters Score -3144426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3144421.500000 Penalty: 5154.648438
	Iteration 39Q: 3 clusters Score -3144422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3144421.500000 Penalty: 5154.648438
	Iteration 40F: 3 clusters Score -3144422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Entering Unmasked Estep 
Score: -273899.093750 Penalty: 1977.171509
	Iteration 0F: 2 clusters Score -273899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -270675.250000 Penalty: 3954.343018
	Iteration 0F: 3 clusters Score -270675.2 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -271321.000000 Penalty: 3954.343018
	Iteration 1F: 3 clusters Score -271321 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -271485.031250 Penalty: 3954.343018
	Iteration 2F: 3 clusters Score -271485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -271577.531250 Penalty: 3954.343018
	Iteration 3Q: 3 clusters Score -271577.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -271656.656250 Penalty: 3954.343018
	Iteration 4Q: 3 clusters Score -271656.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -271703.812500 Penalty: 3954.343018
	Iteration 5Q: 3 clusters Score -271703.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -271745.843750 Penalty: 3954.343018
	Iteration 6Q: 3 clusters Score -271745.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -271778.406250 Penalty: 3954.343018
	Iteration 7Q: 3 clusters Score -271778.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -271800.625000 Penalty: 3954.343018
	Iteration 8Q: 3 clusters Score -271800.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -271827.343750 Penalty: 3954.343018
	Iteration 9Q: 3 clusters Score -271827.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -271856.906250 Penalty: 3954.343018
	Iteration 10Q: 3 clusters Score -271856.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -271886.562500 Penalty: 3954.343018
	Iteration 11Q: 3 clusters Score -271886.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -271907.218750 Penalty: 3954.343018
	Iteration 12Q: 3 clusters Score -271907.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -271920.500000 Penalty: 3954.343018
	Iteration 13Q: 3 clusters Score -271920.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -271930.625000 Penalty: 3954.343018
	Iteration 14Q: 3 clusters Score -271930.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -271941.562500 Penalty: 3954.343018
	Iteration 15Q: 3 clusters Score -271941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -271958.187500 Penalty: 3954.343018
	Iteration 16Q: 3 clusters Score -271958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -271972.593750 Penalty: 3954.343018
	Iteration 17Q: 3 clusters Score -271972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -271987.812500 Penalty: 3954.343018
	Iteration 18Q: 3 clusters Score -271987.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -272002.343750 Penalty: 3954.343018
	Iteration 19Q: 3 clusters Score -272002.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -272022.937500 Penalty: 3954.343018
	Iteration 20F: 3 clusters Score -272022.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -272050.343750 Penalty: 3954.343018
	Iteration 21Q: 3 clusters Score -272050.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -272070.062500 Penalty: 3954.343018
	Iteration 22Q: 3 clusters Score -272070.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -272091.281250 Penalty: 3954.343018
	Iteration 23Q: 3 clusters Score -272091.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -272114.375000 Penalty: 3954.343018
	Iteration 24Q: 3 clusters Score -272114.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -272134.281250 Penalty: 3954.343018
	Iteration 25Q: 3 clusters Score -272134.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -272150.312500 Penalty: 3954.343018
	Iteration 26Q: 3 clusters Score -272150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -272161.218750 Penalty: 3954.343018
	Iteration 27Q: 3 clusters Score -272161.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -272173.562500 Penalty: 3954.343018
	Iteration 28Q: 3 clusters Score -272173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -272182.906250 Penalty: 3954.343018
	Iteration 29Q: 3 clusters Score -272182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -272192.281250 Penalty: 3954.343018
	Iteration 30Q: 3 clusters Score -272192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -272199.593750 Penalty: 3954.343018
	Iteration 31Q: 3 clusters Score -272199.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -272206.843750 Penalty: 3954.343018
	Iteration 32Q: 3 clusters Score -272206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -272210.437500 Penalty: 3954.343018
	Iteration 33Q: 3 clusters Score -272210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -272217.156250 Penalty: 3954.343018
	Iteration 34Q: 3 clusters Score -272217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -272221.968750 Penalty: 3954.343018
	Iteration 35Q: 3 clusters Score -272222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272225.156250 Penalty: 3954.343018
	Iteration 36Q: 3 clusters Score -272225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272230.875000 Penalty: 3954.343018
	Iteration 37Q: 3 clusters Score -272230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272235.625000 Penalty: 3954.343018
	Iteration 38Q: 3 clusters Score -272235.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272239.781250 Penalty: 3954.343018
	Iteration 39Q: 3 clusters Score -272239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -272242.343750 Penalty: 3954.343018
	Iteration 40F: 3 clusters Score -272242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272245.750000 Penalty: 3954.343018
	Iteration 41Q: 3 clusters Score -272245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -272249.437500 Penalty: 3954.343018
	Iteration 42Q: 3 clusters Score -272249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -272253.156250 Penalty: 3954.343018
	Iteration 43Q: 3 clusters Score -272253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -272256.531250 Penalty: 3954.343018
	Iteration 44Q: 3 clusters Score -272256.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -272260.531250 Penalty: 3954.343018
	Iteration 45Q: 3 clusters Score -272260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -272263.531250 Penalty: 3954.343018
	Iteration 46Q: 3 clusters Score -272263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -272265.687500 Penalty: 3954.343018
	Iteration 47Q: 3 clusters Score -272265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -272269.437500 Penalty: 3954.343018
	Iteration 48Q: 3 clusters Score -272269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -272271.656250 Penalty: 3954.343018
	Iteration 49Q: 3 clusters Score -272271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -272273.406250 Penalty: 3954.343018
	Iteration 50Q: 3 clusters Score -272273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -272276.375000 Penalty: 3954.343018
	Iteration 51Q: 3 clusters Score -272276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -272278.312500 Penalty: 3954.343018
	Iteration 52Q: 3 clusters Score -272278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -272278.875000 Penalty: 3954.343018
	Iteration 53Q: 3 clusters Score -272278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -272280.125000 Penalty: 3954.343018
	Iteration 54Q: 3 clusters Score -272280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -272279.812500 Penalty: 3954.343018
	Iteration 55Q: 3 clusters Score -272279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -272279.812500 Penalty: 3954.343018
	Iteration 56F: 3 clusters Score -272279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -339417.625000 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -339417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -335750.187500 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -335750.2 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -336560.125000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -336560.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -336751.781250 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -336751.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -336872.406250 Penalty: 4054.652588
	Iteration 3Q: 3 clusters Score -336872.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337004.750000 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -337004.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -337140.312500 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -337140.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -337280.843750 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -337280.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -337422.062500 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -337422.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -337526.750000 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -337526.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -337646.718750 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -337646.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -337755.156250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -337755.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -337822.093750 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -337822.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -337869.781250 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -337869.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -337900.812500 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -337900.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -337921.375000 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -337921.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -337933.906250 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -337933.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -337943.656250 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -337943.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -337954.093750 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -337954.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -337965.156250 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -337965.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -337970.312500 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -337970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -337974.625000 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -337974.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -337980.187500 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -337980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -337982.250000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -337982.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -337985.218750 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -337985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -337986.281250 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -337986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -337988.312500 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -337988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -337989.687500 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -337989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -337990.187500 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -337990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -337992.437500 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -337992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -337993.500000 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -337993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -337993.687500 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -337993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -337993.687500 Penalty: 4054.652588
	Iteration 31F: 3 clusters Score -337993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -280627.906250 Penalty: 1989.027100
	Iteration 0F: 2 clusters Score -280627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -277352.125000 Penalty: 3978.054199
	Iteration 0F: 3 clusters Score -277352.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -278100.062500 Penalty: 3978.054199
	Iteration 1F: 3 clusters Score -278100.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -278321.187500 Penalty: 3978.054199
	Iteration 2F: 3 clusters Score -278321.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -278492.656250 Penalty: 3978.054199
	Iteration 3F: 3 clusters Score -278492.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -278618.156250 Penalty: 3978.054199
	Iteration 4Q: 3 clusters Score -278618.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -278718.406250 Penalty: 3978.054199
	Iteration 5Q: 3 clusters Score -278718.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -278799.906250 Penalty: 3978.054199
	Iteration 6Q: 3 clusters Score -278799.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -278886.937500 Penalty: 3978.054199
	Iteration 7Q: 3 clusters Score -278886.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -278964.093750 Penalty: 3978.054199
	Iteration 8Q: 3 clusters Score -278964.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -279021.031250 Penalty: 3978.054199
	Iteration 9Q: 3 clusters Score -279021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -279075.906250 Penalty: 3978.054199
	Iteration 10Q: 3 clusters Score -279075.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -279129.093750 Penalty: 3978.054199
	Iteration 11Q: 3 clusters Score -279129.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -279172.531250 Penalty: 3978.054199
	Iteration 12Q: 3 clusters Score -279172.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -279210.093750 Penalty: 3978.054199
	Iteration 13Q: 3 clusters Score -279210.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -279234.437500 Penalty: 3978.054199
	Iteration 14Q: 3 clusters Score -279234.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -279260.812500 Penalty: 3978.054199
	Iteration 15Q: 3 clusters Score -279260.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -279285.781250 Penalty: 3978.054199
	Iteration 16Q: 3 clusters Score -279285.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -279302.468750 Penalty: 3978.054199
	Iteration 17Q: 3 clusters Score -279302.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -279315.031250 Penalty: 3978.054199
	Iteration 18Q: 3 clusters Score -279315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -279328.843750 Penalty: 3978.054199
	Iteration 19Q: 3 clusters Score -279328.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -279347.062500 Penalty: 3978.054199
	Iteration 20F: 3 clusters Score -279347.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -279356.500000 Penalty: 3978.054199
	Iteration 21Q: 3 clusters Score -279356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -279362.843750 Penalty: 3978.054199
	Iteration 22Q: 3 clusters Score -279362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -279367.187500 Penalty: 3978.054199
	Iteration 23Q: 3 clusters Score -279367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -279373.000000 Penalty: 3978.054199
	Iteration 24Q: 3 clusters Score -279373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -279381.500000 Penalty: 3978.054199
	Iteration 25Q: 3 clusters Score -279381.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -279387.375000 Penalty: 3978.054199
	Iteration 26Q: 3 clusters Score -279387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -279391.156250 Penalty: 3978.054199
	Iteration 27Q: 3 clusters Score -279391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -279397.593750 Penalty: 3978.054199
	Iteration 28Q: 3 clusters Score -279397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -279404.718750 Penalty: 3978.054199
	Iteration 29Q: 3 clusters Score -279404.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -279410.468750 Penalty: 3978.054199
	Iteration 30Q: 3 clusters Score -279410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -279413.406250 Penalty: 3978.054199
	Iteration 31Q: 3 clusters Score -279413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -279416.531250 Penalty: 3978.054199
	Iteration 32Q: 3 clusters Score -279416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -279417.218750 Penalty: 3978.054199
	Iteration 33Q: 3 clusters Score -279417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -279418.000000 Penalty: 3978.054199
	Iteration 34Q: 3 clusters Score -279418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -279418.343750 Penalty: 3978.054199
	Iteration 35Q: 3 clusters Score -279418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -279419.718750 Penalty: 3978.054199
	Iteration 36Q: 3 clusters Score -279419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -279421.125000 Penalty: 3978.054199
	Iteration 37Q: 3 clusters Score -279421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -279423.625000 Penalty: 3978.054199
	Iteration 38Q: 3 clusters Score -279423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -279425.343750 Penalty: 3978.054199
	Iteration 39Q: 3 clusters Score -279425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -279427.281250 Penalty: 3978.054199
	Iteration 40F: 3 clusters Score -279427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -279429.906250 Penalty: 3978.054199
	Iteration 41Q: 3 clusters Score -279429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -279430.500000 Penalty: 3978.054199
	Iteration 42Q: 3 clusters Score -279430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -279431.312500 Penalty: 3978.054199
	Iteration 43Q: 3 clusters Score -279431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -279431.281250 Penalty: 3978.054199
	Iteration 44Q: 3 clusters Score -279431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -279432.031250 Penalty: 3978.054199
	Iteration 45Q: 3 clusters Score -279432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -279432.875000 Penalty: 3978.054199
	Iteration 46Q: 3 clusters Score -279432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -279434.000000 Penalty: 3978.054199
	Iteration 47Q: 3 clusters Score -279434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -279434.000000 Penalty: 3978.054199
	Iteration 48F: 3 clusters Score -279434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Entering Unmasked Estep 
Score: -708193.437500 Penalty: 2209.389648
	Iteration 0F: 2 clusters Score -708193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -702131.312500 Penalty: 4418.779297
	Iteration 0F: 3 clusters Score -702131.3 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -703752.062500 Penalty: 4418.779297
	Iteration 1F: 3 clusters Score -703752.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -704009.750000 Penalty: 4418.779297
	Iteration 2F: 3 clusters Score -704009.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -704170.687500 Penalty: 4418.779297
	Iteration 3Q: 3 clusters Score -704170.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -704303.250000 Penalty: 4418.779297
	Iteration 4Q: 3 clusters Score -704303.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -704425.187500 Penalty: 4418.779297
	Iteration 5Q: 3 clusters Score -704425.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -704529.812500 Penalty: 4418.779297
	Iteration 6Q: 3 clusters Score -704529.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -704636.687500 Penalty: 4418.779297
	Iteration 7Q: 3 clusters Score -704636.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -704739.000000 Penalty: 4418.779297
	Iteration 8Q: 3 clusters Score -704739 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -704839.812500 Penalty: 4418.779297
	Iteration 9Q: 3 clusters Score -704839.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -704942.687500 Penalty: 4418.779297
	Iteration 10Q: 3 clusters Score -704942.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -705048.812500 Penalty: 4418.779297
	Iteration 11Q: 3 clusters Score -705048.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -705167.062500 Penalty: 4418.779297
	Iteration 12Q: 3 clusters Score -705167.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -705308.562500 Penalty: 4418.779297
	Iteration 13Q: 3 clusters Score -705308.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -705457.562500 Penalty: 4418.779297
	Iteration 14Q: 3 clusters Score -705457.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -705590.125000 Penalty: 4418.779297
	Iteration 15Q: 3 clusters Score -705590.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -705706.000000 Penalty: 4418.779297
	Iteration 16Q: 3 clusters Score -705706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -705819.687500 Penalty: 4418.779297
	Iteration 17Q: 3 clusters Score -705819.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -705925.000000 Penalty: 4418.779297
	Iteration 18Q: 3 clusters Score -705925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -706025.000000 Penalty: 4418.779297
	Iteration 19Q: 3 clusters Score -706025 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -706112.250000 Penalty: 4418.779297
	Iteration 20F: 3 clusters Score -706112.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -706186.187500 Penalty: 4418.779297
	Iteration 21Q: 3 clusters Score -706186.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -706224.000000 Penalty: 4418.779297
	Iteration 22Q: 3 clusters Score -706224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -706265.562500 Penalty: 4418.779297
	Iteration 23Q: 3 clusters Score -706265.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -706296.937500 Penalty: 4418.779297
	Iteration 24Q: 3 clusters Score -706296.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -706320.687500 Penalty: 4418.779297
	Iteration 25Q: 3 clusters Score -706320.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -706336.687500 Penalty: 4418.779297
	Iteration 26Q: 3 clusters Score -706336.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -706349.187500 Penalty: 4418.779297
	Iteration 27Q: 3 clusters Score -706349.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -706361.625000 Penalty: 4418.779297
	Iteration 28Q: 3 clusters Score -706361.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -706376.000000 Penalty: 4418.779297
	Iteration 29Q: 3 clusters Score -706376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -706381.562500 Penalty: 4418.779297
	Iteration 30Q: 3 clusters Score -706381.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -706388.062500 Penalty: 4418.779297
	Iteration 31Q: 3 clusters Score -706388.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -706396.562500 Penalty: 4418.779297
	Iteration 32Q: 3 clusters Score -706396.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -706404.687500 Penalty: 4418.779297
	Iteration 33Q: 3 clusters Score -706404.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -706417.000000 Penalty: 4418.779297
	Iteration 34Q: 3 clusters Score -706417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -706427.000000 Penalty: 4418.779297
	Iteration 35Q: 3 clusters Score -706427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -706438.250000 Penalty: 4418.779297
	Iteration 36Q: 3 clusters Score -706438.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -706449.562500 Penalty: 4418.779297
	Iteration 37Q: 3 clusters Score -706449.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -706459.312500 Penalty: 4418.779297
	Iteration 38Q: 3 clusters Score -706459.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -706465.937500 Penalty: 4418.779297
	Iteration 39Q: 3 clusters Score -706465.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -706471.437500 Penalty: 4418.779297
	Iteration 40F: 3 clusters Score -706471.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -706485.000000 Penalty: 4418.779297
	Iteration 41Q: 3 clusters Score -706485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -706498.000000 Penalty: 4418.779297
	Iteration 42Q: 3 clusters Score -706498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -706519.125000 Penalty: 4418.779297
	Iteration 43Q: 3 clusters Score -706519.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -706539.437500 Penalty: 4418.779297
	Iteration 44Q: 3 clusters Score -706539.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -706563.437500 Penalty: 4418.779297
	Iteration 45Q: 3 clusters Score -706563.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -706591.375000 Penalty: 4418.779297
	Iteration 46Q: 3 clusters Score -706591.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -706630.562500 Penalty: 4418.779297
	Iteration 47Q: 3 clusters Score -706630.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -706670.062500 Penalty: 4418.779297
	Iteration 48Q: 3 clusters Score -706670.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -706713.375000 Penalty: 4418.779297
	Iteration 49Q: 3 clusters Score -706713.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -706771.437500 Penalty: 4418.779297
	Iteration 50Q: 3 clusters Score -706771.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -706832.750000 Penalty: 4418.779297
	Iteration 51Q: 3 clusters Score -706832.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -706874.625000 Penalty: 4418.779297
	Iteration 52Q: 3 clusters Score -706874.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -706905.562500 Penalty: 4418.779297
	Iteration 53Q: 3 clusters Score -706905.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -706929.500000 Penalty: 4418.779297
	Iteration 54Q: 3 clusters Score -706929.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -706939.750000 Penalty: 4418.779297
	Iteration 55Q: 3 clusters Score -706939.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -706952.312500 Penalty: 4418.779297
	Iteration 56Q: 3 clusters Score -706952.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -706959.625000 Penalty: 4418.779297
	Iteration 57Q: 3 clusters Score -706959.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -706965.562500 Penalty: 4418.779297
	Iteration 58Q: 3 clusters Score -706965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -706967.000000 Penalty: 4418.779297
	Iteration 59Q: 3 clusters Score -706967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -706971.500000 Penalty: 4418.779297
	Iteration 60F: 3 clusters Score -706971.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -706975.750000 Penalty: 4418.779297
	Iteration 61Q: 3 clusters Score -706975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -706977.500000 Penalty: 4418.779297
	Iteration 62Q: 3 clusters Score -706977.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -706982.062500 Penalty: 4418.779297
	Iteration 63Q: 3 clusters Score -706982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -706983.312500 Penalty: 4418.779297
	Iteration 64Q: 3 clusters Score -706983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -706983.500000 Penalty: 4418.779297
	Iteration 65Q: 3 clusters Score -706983.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -706984.687500 Penalty: 4418.779297
	Iteration 66Q: 3 clusters Score -706984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -706986.312500 Penalty: 4418.779297
	Iteration 67Q: 3 clusters Score -706986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -706987.812500 Penalty: 4418.779297
	Iteration 68Q: 3 clusters Score -706987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -706987.562500 Penalty: 4418.779297
	Iteration 69Q: 3 clusters Score -706987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -706989.750000 Penalty: 4418.779297
	Iteration 70Q: 3 clusters Score -706989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -706988.937500 Penalty: 4418.779297
	Iteration 71Q: 3 clusters Score -706988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -706990.625000 Penalty: 4418.779297
	Iteration 72Q: 3 clusters Score -706990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -706990.125000 Penalty: 4418.779297
	Iteration 73Q: 3 clusters Score -706990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -706992.125000 Penalty: 4418.779297
	Iteration 74Q: 3 clusters Score -706992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -706995.125000 Penalty: 4418.779297
	Iteration 75Q: 3 clusters Score -706995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -706995.375000 Penalty: 4418.779297
	Iteration 76Q: 3 clusters Score -706995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -706994.500000 Penalty: 4418.779297
	Iteration 77Q: 3 clusters Score -706994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -706995.562500 Penalty: 4418.779297
	Iteration 78Q: 3 clusters Score -706995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -706995.875000 Penalty: 4418.779297
	Iteration 79Q: 3 clusters Score -706995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -706995.500000 Penalty: 4418.779297
	Iteration 80F: 3 clusters Score -706995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -706995.687500 Penalty: 4418.779297
	Iteration 81Q: 3 clusters Score -706995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -706996.562500 Penalty: 4418.779297
	Iteration 82Q: 3 clusters Score -706996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -706998.250000 Penalty: 4418.779297
	Iteration 83Q: 3 clusters Score -706998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -706998.250000 Penalty: 4418.779297
	Iteration 84F: 3 clusters Score -706998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Entering Unmasked Estep 
Score: -3307072.500000 Penalty: 2584.230713
	Iteration 0F: 2 clusters Score -3307072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3284171.000000 Penalty: 5168.461426
	Iteration 0F: 3 clusters Score -3284171 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3292383.750000 Penalty: 5168.461426
	Iteration 1F: 3 clusters Score -3292384 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3292925.750000 Penalty: 5168.461426
	Iteration 2Q: 3 clusters Score -3292926 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3293364.000000 Penalty: 5168.461426
	Iteration 3Q: 3 clusters Score -3293364 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3293767.750000 Penalty: 5168.461426
	Iteration 4Q: 3 clusters Score -3293768 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3294226.500000 Penalty: 5168.461426
	Iteration 5Q: 3 clusters Score -3294226 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3294789.500000 Penalty: 5168.461426
	Iteration 6Q: 3 clusters Score -3294790 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3295456.000000 Penalty: 5168.461426
	Iteration 7Q: 3 clusters Score -3295456 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3296334.500000 Penalty: 5168.461426
	Iteration 8Q: 3 clusters Score -3296334 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3297504.000000 Penalty: 5168.461426
	Iteration 9F: 3 clusters Score -3297504 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3298984.500000 Penalty: 5168.461426
	Iteration 10F: 3 clusters Score -3298984 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3300628.500000 Penalty: 5168.461426
	Iteration 11F: 3 clusters Score -3300628 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3302219.500000 Penalty: 5168.461426
	Iteration 12F: 3 clusters Score -3302220 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3303431.250000 Penalty: 5168.461426
	Iteration 13Q: 3 clusters Score -3303431 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3304128.000000 Penalty: 5168.461426
	Iteration 14Q: 3 clusters Score -3304128 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -3304475.250000 Penalty: 5168.461426
	Iteration 15Q: 3 clusters Score -3304475 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3304651.250000 Penalty: 5168.461426
	Iteration 16Q: 3 clusters Score -3304651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3304735.750000 Penalty: 5168.461426
	Iteration 17Q: 3 clusters Score -3304736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -3304767.250000 Penalty: 5168.461426
	Iteration 18Q: 3 clusters Score -3304767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3304794.000000 Penalty: 5168.461426
	Iteration 19Q: 3 clusters Score -3304794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3304828.750000 Penalty: 5168.461426
	Iteration 20F: 3 clusters Score -3304829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3304846.750000 Penalty: 5168.461426
	Iteration 21Q: 3 clusters Score -3304847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3304868.500000 Penalty: 5168.461426
	Iteration 22Q: 3 clusters Score -3304868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3304886.000000 Penalty: 5168.461426
	Iteration 23Q: 3 clusters Score -3304886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3304906.000000 Penalty: 5168.461426
	Iteration 24Q: 3 clusters Score -3304906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -3304914.500000 Penalty: 5168.461426
	Iteration 25Q: 3 clusters Score -3304914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -3304913.500000 Penalty: 5168.461426
	Iteration 26Q: 3 clusters Score -3304914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -3304913.500000 Penalty: 5168.461426
	Iteration 27F: 3 clusters Score -3304914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -75164.695312 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -75164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73342.781250 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -73342.78 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73675.304688 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -73675.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73839.570312 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -73839.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -73979.500000 Penalty: 3356.602051
	Iteration 3F: 3 clusters Score -73979.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74180.218750 Penalty: 3356.602051
	Iteration 4F: 3 clusters Score -74180.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74367.492188 Penalty: 3356.602051
	Iteration 5F: 3 clusters Score -74367.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74629.695312 Penalty: 3356.602051
	Iteration 6F: 3 clusters Score -74629.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74763.140625 Penalty: 3356.602051
	Iteration 7F: 3 clusters Score -74763.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -74854.484375 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -74854.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -74922.960938 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -74922.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -74941.875000 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -74941.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74950.062500 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -74950.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74950.062500 Penalty: 3356.602051
	Iteration 12F: 3 clusters Score -74950.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Entering Unmasked Estep 
Score: -750014.875000 Penalty: 2260.829834
	Iteration 0F: 2 clusters Score -750014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -742894.812500 Penalty: 4521.659668
	Iteration 0F: 3 clusters Score -742894.8 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -745028.125000 Penalty: 4521.659668
	Iteration 1F: 3 clusters Score -745028.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -745381.187500 Penalty: 4521.659668
	Iteration 2F: 3 clusters Score -745381.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -745658.625000 Penalty: 4521.659668
	Iteration 3F: 3 clusters Score -745658.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -745878.062500 Penalty: 4521.659668
	Iteration 4Q: 3 clusters Score -745878.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -746121.875000 Penalty: 4521.659668
	Iteration 5Q: 3 clusters Score -746121.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -746413.437500 Penalty: 4521.659668
	Iteration 6Q: 3 clusters Score -746413.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -746772.062500 Penalty: 4521.659668
	Iteration 7Q: 3 clusters Score -746772.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -747194.875000 Penalty: 4521.659668
	Iteration 8F: 3 clusters Score -747194.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -747619.812500 Penalty: 4521.659668
	Iteration 9F: 3 clusters Score -747619.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -747982.125000 Penalty: 4521.659668
	Iteration 10Q: 3 clusters Score -747982.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -748287.062500 Penalty: 4521.659668
	Iteration 11Q: 3 clusters Score -748287.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -748518.000000 Penalty: 4521.659668
	Iteration 12Q: 3 clusters Score -748518 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -748682.687500 Penalty: 4521.659668
	Iteration 13Q: 3 clusters Score -748682.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -748793.562500 Penalty: 4521.659668
	Iteration 14Q: 3 clusters Score -748793.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -748881.125000 Penalty: 4521.659668
	Iteration 15Q: 3 clusters Score -748881.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -748959.125000 Penalty: 4521.659668
	Iteration 16Q: 3 clusters Score -748959.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -749055.375000 Penalty: 4521.659668
	Iteration 17Q: 3 clusters Score -749055.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -749133.562500 Penalty: 4521.659668
	Iteration 18Q: 3 clusters Score -749133.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -749179.875000 Penalty: 4521.659668
	Iteration 19Q: 3 clusters Score -749179.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -749222.187500 Penalty: 4521.659668
	Iteration 20F: 3 clusters Score -749222.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -749252.562500 Penalty: 4521.659668
	Iteration 21Q: 3 clusters Score -749252.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -749278.312500 Penalty: 4521.659668
	Iteration 22Q: 3 clusters Score -749278.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -749314.125000 Penalty: 4521.659668
	Iteration 23Q: 3 clusters Score -749314.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -749336.625000 Penalty: 4521.659668
	Iteration 24Q: 3 clusters Score -749336.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -749364.250000 Penalty: 4521.659668
	Iteration 25Q: 3 clusters Score -749364.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -749376.812500 Penalty: 4521.659668
	Iteration 26Q: 3 clusters Score -749376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -749384.125000 Penalty: 4521.659668
	Iteration 27Q: 3 clusters Score -749384.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -749388.187500 Penalty: 4521.659668
	Iteration 28Q: 3 clusters Score -749388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -749388.625000 Penalty: 4521.659668
	Iteration 29Q: 3 clusters Score -749388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -749391.375000 Penalty: 4521.659668
	Iteration 30Q: 3 clusters Score -749391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -749391.812500 Penalty: 4521.659668
	Iteration 31Q: 3 clusters Score -749391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -749391.812500 Penalty: 4521.659668
	Iteration 32F: 3 clusters Score -749391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Entering Unmasked Estep 
Score: -3574016.000000 Penalty: 2606.287354
	Iteration 0F: 2 clusters Score -3574016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3549025.000000 Penalty: 5212.574707
	Iteration 0F: 3 clusters Score -3549025 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3558090.000000 Penalty: 5212.574707
	Iteration 1F: 3 clusters Score -3558090 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3558701.500000 Penalty: 5212.574707
	Iteration 2Q: 3 clusters Score -3558702 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3559315.500000 Penalty: 5212.574707
	Iteration 3Q: 3 clusters Score -3559316 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3559978.500000 Penalty: 5212.574707
	Iteration 4Q: 3 clusters Score -3559978 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3560703.000000 Penalty: 5212.574707
	Iteration 5Q: 3 clusters Score -3560703 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3561557.750000 Penalty: 5212.574707
	Iteration 6Q: 3 clusters Score -3561558 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3562560.000000 Penalty: 5212.574707
	Iteration 7F: 3 clusters Score -3562560 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3563599.750000 Penalty: 5212.574707
	Iteration 8Q: 3 clusters Score -3563600 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3564791.500000 Penalty: 5212.574707
	Iteration 9F: 3 clusters Score -3564792 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3566083.000000 Penalty: 5212.574707
	Iteration 10F: 3 clusters Score -3566083 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3567137.750000 Penalty: 5212.574707
	Iteration 11Q: 3 clusters Score -3567138 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3567769.250000 Penalty: 5212.574707
	Iteration 12Q: 3 clusters Score -3567769 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3568111.250000 Penalty: 5212.574707
	Iteration 13Q: 3 clusters Score -3568111 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3568318.000000 Penalty: 5212.574707
	Iteration 14Q: 3 clusters Score -3568318 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3568475.500000 Penalty: 5212.574707
	Iteration 15Q: 3 clusters Score -3568476 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3568632.250000 Penalty: 5212.574707
	Iteration 16Q: 3 clusters Score -3568632 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3568724.750000 Penalty: 5212.574707
	Iteration 17Q: 3 clusters Score -3568725 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3568831.750000 Penalty: 5212.574707
	Iteration 18Q: 3 clusters Score -3568832 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3568914.750000 Penalty: 5212.574707
	Iteration 19Q: 3 clusters Score -3568915 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3569004.750000 Penalty: 5212.574707
	Iteration 20F: 3 clusters Score -3569005 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3569068.250000 Penalty: 5212.574707
	Iteration 21Q: 3 clusters Score -3569068 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3569111.500000 Penalty: 5212.574707
	Iteration 22Q: 3 clusters Score -3569112 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3569147.500000 Penalty: 5212.574707
	Iteration 23Q: 3 clusters Score -3569148 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3569196.500000 Penalty: 5212.574707
	Iteration 24Q: 3 clusters Score -3569196 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3569215.250000 Penalty: 5212.574707
	Iteration 25Q: 3 clusters Score -3569215 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3569236.250000 Penalty: 5212.574707
	Iteration 26Q: 3 clusters Score -3569236 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3569261.750000 Penalty: 5212.574707
	Iteration 27Q: 3 clusters Score -3569262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3569300.250000 Penalty: 5212.574707
	Iteration 28Q: 3 clusters Score -3569300 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3569321.250000 Penalty: 5212.574707
	Iteration 29Q: 3 clusters Score -3569321 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3569356.750000 Penalty: 5212.574707
	Iteration 30Q: 3 clusters Score -3569357 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3569381.250000 Penalty: 5212.574707
	Iteration 31Q: 3 clusters Score -3569381 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3569408.750000 Penalty: 5212.574707
	Iteration 32Q: 3 clusters Score -3569409 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3569464.750000 Penalty: 5212.574707
	Iteration 33Q: 3 clusters Score -3569465 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3569526.750000 Penalty: 5212.574707
	Iteration 34Q: 3 clusters Score -3569527 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3569603.000000 Penalty: 5212.574707
	Iteration 35Q: 3 clusters Score -3569603 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3569684.250000 Penalty: 5212.574707
	Iteration 36Q: 3 clusters Score -3569684 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3569762.750000 Penalty: 5212.574707
	Iteration 37Q: 3 clusters Score -3569763 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3569885.000000 Penalty: 5212.574707
	Iteration 38Q: 3 clusters Score -3569885 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3570023.250000 Penalty: 5212.574707
	Iteration 39Q: 3 clusters Score -3570023 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3570170.750000 Penalty: 5212.574707
	Iteration 40F: 3 clusters Score -3570171 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3570315.000000 Penalty: 5212.574707
	Iteration 41Q: 3 clusters Score -3570315 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3570476.000000 Penalty: 5212.574707
	Iteration 42Q: 3 clusters Score -3570476 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3570665.000000 Penalty: 5212.574707
	Iteration 43Q: 3 clusters Score -3570665 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3570886.000000 Penalty: 5212.574707
	Iteration 44Q: 3 clusters Score -3570886 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3571067.750000 Penalty: 5212.574707
	Iteration 45Q: 3 clusters Score -3571068 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3571243.250000 Penalty: 5212.574707
	Iteration 46Q: 3 clusters Score -3571243 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3571407.250000 Penalty: 5212.574707
	Iteration 47Q: 3 clusters Score -3571407 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3571517.250000 Penalty: 5212.574707
	Iteration 48Q: 3 clusters Score -3571517 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3571635.750000 Penalty: 5212.574707
	Iteration 49Q: 3 clusters Score -3571636 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3571710.250000 Penalty: 5212.574707
	Iteration 50Q: 3 clusters Score -3571710 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3571786.750000 Penalty: 5212.574707
	Iteration 51Q: 3 clusters Score -3571787 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3571866.000000 Penalty: 5212.574707
	Iteration 52Q: 3 clusters Score -3571866 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3571938.500000 Penalty: 5212.574707
	Iteration 53Q: 3 clusters Score -3571938 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3572027.000000 Penalty: 5212.574707
	Iteration 54Q: 3 clusters Score -3572027 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3572076.500000 Penalty: 5212.574707
	Iteration 55Q: 3 clusters Score -3572076 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3572130.250000 Penalty: 5212.574707
	Iteration 56Q: 3 clusters Score -3572130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3572179.250000 Penalty: 5212.574707
	Iteration 57Q: 3 clusters Score -3572179 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3572213.000000 Penalty: 5212.574707
	Iteration 58Q: 3 clusters Score -3572213 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3572235.250000 Penalty: 5212.574707
	Iteration 59Q: 3 clusters Score -3572235 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3572295.500000 Penalty: 5212.574707
	Iteration 60F: 3 clusters Score -3572296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3572333.250000 Penalty: 5212.574707
	Iteration 61Q: 3 clusters Score -3572333 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3572373.000000 Penalty: 5212.574707
	Iteration 62Q: 3 clusters Score -3572373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3572411.750000 Penalty: 5212.574707
	Iteration 63Q: 3 clusters Score -3572412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3572426.500000 Penalty: 5212.574707
	Iteration 64Q: 3 clusters Score -3572426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3572448.500000 Penalty: 5212.574707
	Iteration 65Q: 3 clusters Score -3572448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3572464.750000 Penalty: 5212.574707
	Iteration 66Q: 3 clusters Score -3572465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3572474.500000 Penalty: 5212.574707
	Iteration 67Q: 3 clusters Score -3572474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3572504.750000 Penalty: 5212.574707
	Iteration 68Q: 3 clusters Score -3572505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3572514.750000 Penalty: 5212.574707
	Iteration 69Q: 3 clusters Score -3572515 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3572522.500000 Penalty: 5212.574707
	Iteration 70Q: 3 clusters Score -3572522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3572522.000000 Penalty: 5212.574707
	Iteration 71Q: 3 clusters Score -3572522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3572525.000000 Penalty: 5212.574707
	Iteration 72Q: 3 clusters Score -3572525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3572509.750000 Penalty: 5212.574707
	Iteration 73Q: 3 clusters Score -3572510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3572507.500000 Penalty: 5212.574707
	Iteration 74Q: 3 clusters Score -3572508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3572509.250000 Penalty: 5212.574707
	Iteration 75Q: 3 clusters Score -3572509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3572504.000000 Penalty: 5212.574707
	Iteration 76Q: 3 clusters Score -3572504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3572504.000000 Penalty: 5212.574707
	Iteration 77Q: 3 clusters Score -3572504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3572498.250000 Penalty: 5212.574707
	Iteration 78Q: 3 clusters Score -3572498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3572500.250000 Penalty: 5212.574707
	Iteration 79Q: 3 clusters Score -3572500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3572508.000000 Penalty: 5212.574707
	Iteration 80F: 3 clusters Score -3572508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3572508.500000 Penalty: 5212.574707
	Iteration 81Q: 3 clusters Score -3572508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3572511.500000 Penalty: 5212.574707
	Iteration 82Q: 3 clusters Score -3572512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3572513.250000 Penalty: 5212.574707
	Iteration 83Q: 3 clusters Score -3572513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3572512.750000 Penalty: 5212.574707
	Iteration 84Q: 3 clusters Score -3572513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3572513.500000 Penalty: 5212.574707
	Iteration 85Q: 3 clusters Score -3572514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3572509.250000 Penalty: 5212.574707
	Iteration 86Q: 3 clusters Score -3572509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3572510.750000 Penalty: 5212.574707
	Iteration 87Q: 3 clusters Score -3572511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3572515.750000 Penalty: 5212.574707
	Iteration 88Q: 3 clusters Score -3572516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3572516.500000 Penalty: 5212.574707
	Iteration 89Q: 3 clusters Score -3572516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3572515.750000 Penalty: 5212.574707
	Iteration 90Q: 3 clusters Score -3572516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3572515.750000 Penalty: 5212.574707
	Iteration 91Q: 3 clusters Score -3572516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3572520.250000 Penalty: 5212.574707
	Iteration 92Q: 3 clusters Score -3572520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3572513.250000 Penalty: 5212.574707
	Iteration 93Q: 3 clusters Score -3572513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3572515.500000 Penalty: 5212.574707
	Iteration 94Q: 3 clusters Score -3572516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3572512.000000 Penalty: 5212.574707
	Iteration 95Q: 3 clusters Score -3572512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3572513.000000 Penalty: 5212.574707
	Iteration 96Q: 3 clusters Score -3572513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3572515.000000 Penalty: 5212.574707
	Iteration 97Q: 3 clusters Score -3572515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3572511.500000 Penalty: 5212.574707
	Iteration 98Q: 3 clusters Score -3572512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3572511.500000 Penalty: 5212.574707
	Iteration 99Q: 3 clusters Score -3572512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3572506.500000 Penalty: 5212.574707
	Iteration 100F: 3 clusters Score -3572506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (87126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87126 members 
Entering Unmasked Estep 
Score: -8496144.000000 Penalty: 2821.027344
	Iteration 0F: 2 clusters Score -8496144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -8437694.000000 Penalty: 5642.054688
	Iteration 0F: 3 clusters Score -8437694 nChanged 41019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -8461001.000000 Penalty: 5642.054688
	Iteration 1F: 3 clusters Score -8461001 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8461796 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -8463007.000000 Penalty: 5642.054688
	Iteration 3Q: 3 clusters Score -8463007 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8465106.000000 Penalty: 5642.054688
	Iteration 4F: 3 clusters Score -8465106 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -8468441.000000 Penalty: 5642.054688
	Iteration 5F: 3 clusters Score -8468441 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -8473841.000000 Penalty: 5642.054688
	Iteration 6F: 3 clusters Score -8473841 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -8480603.000000 Penalty: 5642.054688
	Iteration 7F: 3 clusters Score -8480603 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8486814.000000 Penalty: 5642.054688
	Iteration 8F: 3 clusters Score -8486814 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8490768.000000 Penalty: 5642.054688
	Iteration 9Q: 3 clusters Score -8490768 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8492611.000000 Penalty: 5642.054688
	Iteration 10Q: 3 clusters Score -8492611 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8493344.000000 Penalty: 5642.054688
	Iteration 11Q: 3 clusters Score -8493344 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8493683.000000 Penalty: 5642.054688
	Iteration 12Q: 3 clusters Score -8493683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8493818.000000 Penalty: 5642.054688
	Iteration 13Q: 3 clusters Score -8493818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8493918.000000 Penalty: 5642.054688
	Iteration 14Q: 3 clusters Score -8493918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8494005.000000 Penalty: 5642.054688
	Iteration 15Q: 3 clusters Score -8494005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8494056.000000 Penalty: 5642.054688
	Iteration 16Q: 3 clusters Score -8494056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8494104.000000 Penalty: 5642.054688
	Iteration 17Q: 3 clusters Score -8494104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8494133.000000 Penalty: 5642.054688
	Iteration 18Q: 3 clusters Score -8494133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8494162.000000 Penalty: 5642.054688
	Iteration 19Q: 3 clusters Score -8494162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8494174.000000 Penalty: 5642.054688
	Iteration 20F: 3 clusters Score -8494174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8494190.000000 Penalty: 5642.054688
	Iteration 21Q: 3 clusters Score -8494190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8494194.000000 Penalty: 5642.054688
	Iteration 22Q: 3 clusters Score -8494194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8494212.000000 Penalty: 5642.054688
	Iteration 23Q: 3 clusters Score -8494212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8494224.000000 Penalty: 5642.054688
	Iteration 24Q: 3 clusters Score -8494224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8494237.000000 Penalty: 5642.054688
	Iteration 25Q: 3 clusters Score -8494237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8494247.000000 Penalty: 5642.054688
	Iteration 26Q: 3 clusters Score -8494247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8494261.000000 Penalty: 5642.054688
	Iteration 27Q: 3 clusters Score -8494261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8494257.000000 Penalty: 5642.054688
	Iteration 28Q: 3 clusters Score -8494257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8494264.000000 Penalty: 5642.054688
	Iteration 29Q: 3 clusters Score -8494264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8494280.000000 Penalty: 5642.054688
	Iteration 30Q: 3 clusters Score -8494280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8494291.000000 Penalty: 5642.054688
	Iteration 31Q: 3 clusters Score -8494291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8494302.000000 Penalty: 5642.054688
	Iteration 32Q: 3 clusters Score -8494302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8494311.000000 Penalty: 5642.054688
	Iteration 33Q: 3 clusters Score -8494311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8494334.000000 Penalty: 5642.054688
	Iteration 34Q: 3 clusters Score -8494334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8494358.000000 Penalty: 5642.054688
	Iteration 35Q: 3 clusters Score -8494358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8494368.000000 Penalty: 5642.054688
	Iteration 36Q: 3 clusters Score -8494368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8494376.000000 Penalty: 5642.054688
	Iteration 37Q: 3 clusters Score -8494376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8494378.000000 Penalty: 5642.054688
	Iteration 38Q: 3 clusters Score -8494378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8494384.000000 Penalty: 5642.054688
	Iteration 39Q: 3 clusters Score -8494384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8494388.000000 Penalty: 5642.054688
	Iteration 40F: 3 clusters Score -8494388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8494392.000000 Penalty: 5642.054688
	Iteration 41Q: 3 clusters Score -8494392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8494393.000000 Penalty: 5642.054688
	Iteration 42Q: 3 clusters Score -8494393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8494396.000000 Penalty: 5642.054688
	Iteration 43Q: 3 clusters Score -8494396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8494398.000000 Penalty: 5642.054688
	Iteration 44Q: 3 clusters Score -8494398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8494398.000000 Penalty: 5642.054688
	Iteration 45F: 3 clusters Score -8494398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -230589.640625 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -230589.6 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 1291 members 
Entering Unmasked Estep 
Score: -227592.375000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -227592.4 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -228136.328125 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -228136.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -228278.546875 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -228278.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -228394.328125 Penalty: 3879.136963
	Iteration 3F: 3 clusters Score -228394.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228474.937500 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -228474.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -228539.375000 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -228539.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -228595.234375 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -228595.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -228654.984375 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -228655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -228725.125000 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -228725.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -228784.859375 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -228784.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -228840.890625 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -228840.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -228890.796875 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -228890.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -228946.296875 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -228946.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -229005.625000 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -229005.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -229052.281250 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -229052.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -229086.156250 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -229086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -229116.421875 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -229116.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -229138.921875 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -229138.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -229152.859375 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -229152.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -229166.125000 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -229166.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -229187.750000 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -229187.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -229203.375000 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -229203.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -229209.421875 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -229209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -229216.531250 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -229216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -229223.656250 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -229223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -229231.046875 Penalty: 3879.136963
	Iteration 25Q: 3 clusters Score -229231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -229240.828125 Penalty: 3879.136963
	Iteration 26Q: 3 clusters Score -229240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -229246.484375 Penalty: 3879.136963
	Iteration 27Q: 3 clusters Score -229246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -229252.453125 Penalty: 3879.136963
	Iteration 28Q: 3 clusters Score -229252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -229257.578125 Penalty: 3879.136963
	Iteration 29Q: 3 clusters Score -229257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -229259.046875 Penalty: 3879.136963
	Iteration 30Q: 3 clusters Score -229259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -229259.046875 Penalty: 3879.136963
	Iteration 31F: 3 clusters Score -229259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -222313.046875 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -222313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -219448.796875 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -219448.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -220006.562500 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -220006.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220152.671875 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -220152.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -220204.515625 Penalty: 3848.345215
	Iteration 3Q: 3 clusters Score -220204.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -220234.796875 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -220234.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -220252.234375 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -220252.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -220263.593750 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -220263.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -220276.609375 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -220276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -220285.234375 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -220285.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220291.531250 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -220291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -220294.234375 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -220294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -220295.656250 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -220295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -220297.250000 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -220297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -220299.328125 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -220299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -220303.437500 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -220303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -220307.906250 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -220307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -220311.671875 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -220311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -220314.921875 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -220314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -220316.468750 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -220316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -220318.703125 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -220318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -220321.015625 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -220321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -220323.859375 Penalty: 3848.345215
	Iteration 21Q: 3 clusters Score -220323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -220324.265625 Penalty: 3848.345215
	Iteration 22Q: 3 clusters Score -220324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -220324.453125 Penalty: 3848.345215
	Iteration 23Q: 3 clusters Score -220324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -220324.968750 Penalty: 3848.345215
	Iteration 24Q: 3 clusters Score -220325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -220325.609375 Penalty: 3848.345215
	Iteration 25Q: 3 clusters Score -220325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -220325.609375 Penalty: 3848.345215
	Iteration 26F: 3 clusters Score -220325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Entering Unmasked Estep 
Score: -1182972.000000 Penalty: 2356.931396
	Iteration 0F: 2 clusters Score -1182972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1173113.250000 Penalty: 4713.862793
	Iteration 0F: 3 clusters Score -1173113 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1176387.500000 Penalty: 4713.862793
	Iteration 1F: 3 clusters Score -1176388 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1176895.875000 Penalty: 4713.862793
	Iteration 2F: 3 clusters Score -1176896 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1177328.250000 Penalty: 4713.862793
	Iteration 3F: 3 clusters Score -1177328 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1177719.875000 Penalty: 4713.862793
	Iteration 4F: 3 clusters Score -1177720 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1178054.375000 Penalty: 4713.862793
	Iteration 5Q: 3 clusters Score -1178054 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1178341.625000 Penalty: 4713.862793
	Iteration 6Q: 3 clusters Score -1178342 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1178587.125000 Penalty: 4713.862793
	Iteration 7Q: 3 clusters Score -1178587 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1178836.750000 Penalty: 4713.862793
	Iteration 8Q: 3 clusters Score -1178837 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1179032.875000 Penalty: 4713.862793
	Iteration 9Q: 3 clusters Score -1179033 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1179186.500000 Penalty: 4713.862793
	Iteration 10Q: 3 clusters Score -1179186 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1179312.125000 Penalty: 4713.862793
	Iteration 11Q: 3 clusters Score -1179312 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1179441.375000 Penalty: 4713.862793
	Iteration 12Q: 3 clusters Score -1179441 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1179566.125000 Penalty: 4713.862793
	Iteration 13Q: 3 clusters Score -1179566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1179688.250000 Penalty: 4713.862793
	Iteration 14Q: 3 clusters Score -1179688 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1179789.375000 Penalty: 4713.862793
	Iteration 15Q: 3 clusters Score -1179789 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1179878.125000 Penalty: 4713.862793
	Iteration 16Q: 3 clusters Score -1179878 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1179945.125000 Penalty: 4713.862793
	Iteration 17Q: 3 clusters Score -1179945 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1179991.375000 Penalty: 4713.862793
	Iteration 18Q: 3 clusters Score -1179991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1180028.250000 Penalty: 4713.862793
	Iteration 19Q: 3 clusters Score -1180028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1180057.500000 Penalty: 4713.862793
	Iteration 20F: 3 clusters Score -1180058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1180080.375000 Penalty: 4713.862793
	Iteration 21Q: 3 clusters Score -1180080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1180098.250000 Penalty: 4713.862793
	Iteration 22Q: 3 clusters Score -1180098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1180112.625000 Penalty: 4713.862793
	Iteration 23Q: 3 clusters Score -1180113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1180121.750000 Penalty: 4713.862793
	Iteration 24Q: 3 clusters Score -1180122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1180127.250000 Penalty: 4713.862793
	Iteration 25Q: 3 clusters Score -1180127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1180131.875000 Penalty: 4713.862793
	Iteration 26Q: 3 clusters Score -1180132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1180139.375000 Penalty: 4713.862793
	Iteration 27Q: 3 clusters Score -1180139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1180149.125000 Penalty: 4713.862793
	Iteration 28Q: 3 clusters Score -1180149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1180153.125000 Penalty: 4713.862793
	Iteration 29Q: 3 clusters Score -1180153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1180160.875000 Penalty: 4713.862793
	Iteration 30Q: 3 clusters Score -1180161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1180166.125000 Penalty: 4713.862793
	Iteration 31Q: 3 clusters Score -1180166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1180173.250000 Penalty: 4713.862793
	Iteration 32Q: 3 clusters Score -1180173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1180180.750000 Penalty: 4713.862793
	Iteration 33Q: 3 clusters Score -1180181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1180187.250000 Penalty: 4713.862793
	Iteration 34Q: 3 clusters Score -1180187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1180192.875000 Penalty: 4713.862793
	Iteration 35Q: 3 clusters Score -1180193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1180199.750000 Penalty: 4713.862793
	Iteration 36Q: 3 clusters Score -1180200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1180211.875000 Penalty: 4713.862793
	Iteration 37Q: 3 clusters Score -1180212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1180219.125000 Penalty: 4713.862793
	Iteration 38Q: 3 clusters Score -1180219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1180227.125000 Penalty: 4713.862793
	Iteration 39Q: 3 clusters Score -1180227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1180232.125000 Penalty: 4713.862793
	Iteration 40F: 3 clusters Score -1180232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1180239.250000 Penalty: 4713.862793
	Iteration 41Q: 3 clusters Score -1180239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1180253.500000 Penalty: 4713.862793
	Iteration 42Q: 3 clusters Score -1180254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1180267.750000 Penalty: 4713.862793
	Iteration 43Q: 3 clusters Score -1180268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1180280.750000 Penalty: 4713.862793
	Iteration 44Q: 3 clusters Score -1180281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1180289.875000 Penalty: 4713.862793
	Iteration 45Q: 3 clusters Score -1180290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1180307.000000 Penalty: 4713.862793
	Iteration 46Q: 3 clusters Score -1180307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1180321.250000 Penalty: 4713.862793
	Iteration 47Q: 3 clusters Score -1180321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1180333.375000 Penalty: 4713.862793
	Iteration 48Q: 3 clusters Score -1180333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1180343.000000 Penalty: 4713.862793
	Iteration 49Q: 3 clusters Score -1180343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1180352.125000 Penalty: 4713.862793
	Iteration 50Q: 3 clusters Score -1180352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1180359.375000 Penalty: 4713.862793
	Iteration 51Q: 3 clusters Score -1180359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1180371.125000 Penalty: 4713.862793
	Iteration 52Q: 3 clusters Score -1180371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1180377.250000 Penalty: 4713.862793
	Iteration 53Q: 3 clusters Score -1180377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1180381.125000 Penalty: 4713.862793
	Iteration 54Q: 3 clusters Score -1180381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1180395.750000 Penalty: 4713.862793
	Iteration 55Q: 3 clusters Score -1180396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1180405.250000 Penalty: 4713.862793
	Iteration 56Q: 3 clusters Score -1180405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1180410.250000 Penalty: 4713.862793
	Iteration 57Q: 3 clusters Score -1180410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1180411.750000 Penalty: 4713.862793
	Iteration 58Q: 3 clusters Score -1180412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1180413.500000 Penalty: 4713.862793
	Iteration 59Q: 3 clusters Score -1180414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1180421.375000 Penalty: 4713.862793
	Iteration 60F: 3 clusters Score -1180421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1180427.750000 Penalty: 4713.862793
	Iteration 61Q: 3 clusters Score -1180428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1180433.000000 Penalty: 4713.862793
	Iteration 62Q: 3 clusters Score -1180433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1180439.250000 Penalty: 4713.862793
	Iteration 63Q: 3 clusters Score -1180439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1180440.625000 Penalty: 4713.862793
	Iteration 64Q: 3 clusters Score -1180441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1180449.625000 Penalty: 4713.862793
	Iteration 65Q: 3 clusters Score -1180450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1180453.125000 Penalty: 4713.862793
	Iteration 66Q: 3 clusters Score -1180453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1180453.125000 Penalty: 4713.862793
	Iteration 67Q: 3 clusters Score -1180453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1180462.625000 Penalty: 4713.862793
	Iteration 68Q: 3 clusters Score -1180463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1180464.625000 Penalty: 4713.862793
	Iteration 69Q: 3 clusters Score -1180465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1180468.375000 Penalty: 4713.862793
	Iteration 70Q: 3 clusters Score -1180468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1180473.375000 Penalty: 4713.862793
	Iteration 71Q: 3 clusters Score -1180473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1180474.875000 Penalty: 4713.862793
	Iteration 72Q: 3 clusters Score -1180475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1180477.625000 Penalty: 4713.862793
	Iteration 73Q: 3 clusters Score -1180478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1180479.125000 Penalty: 4713.862793
	Iteration 74Q: 3 clusters Score -1180479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1180480.625000 Penalty: 4713.862793
	Iteration 75Q: 3 clusters Score -1180481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1180483.250000 Penalty: 4713.862793
	Iteration 76Q: 3 clusters Score -1180483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1180483.500000 Penalty: 4713.862793
	Iteration 77Q: 3 clusters Score -1180484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1180485.000000 Penalty: 4713.862793
	Iteration 78Q: 3 clusters Score -1180485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1180489.375000 Penalty: 4713.862793
	Iteration 79Q: 3 clusters Score -1180489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1180489.750000 Penalty: 4713.862793
	Iteration 80F: 3 clusters Score -1180490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1180493.000000 Penalty: 4713.862793
	Iteration 81Q: 3 clusters Score -1180493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1180496.625000 Penalty: 4713.862793
	Iteration 82Q: 3 clusters Score -1180497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1180500.625000 Penalty: 4713.862793
	Iteration 83Q: 3 clusters Score -1180501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1180502.000000 Penalty: 4713.862793
	Iteration 84Q: 3 clusters Score -1180502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1180500.250000 Penalty: 4713.862793
	Iteration 85Q: 3 clusters Score -1180500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1180502.125000 Penalty: 4713.862793
	Iteration 86Q: 3 clusters Score -1180502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1180503.375000 Penalty: 4713.862793
	Iteration 87Q: 3 clusters Score -1180503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1180503.000000 Penalty: 4713.862793
	Iteration 88Q: 3 clusters Score -1180503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1180503.625000 Penalty: 4713.862793
	Iteration 89Q: 3 clusters Score -1180504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1180505.375000 Penalty: 4713.862793
	Iteration 90Q: 3 clusters Score -1180505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1180507.375000 Penalty: 4713.862793
	Iteration 91Q: 3 clusters Score -1180507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1180510.125000 Penalty: 4713.862793
	Iteration 92Q: 3 clusters Score -1180510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1180509.125000 Penalty: 4713.862793
	Iteration 93Q: 3 clusters Score -1180509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1180510.000000 Penalty: 4713.862793
	Iteration 94Q: 3 clusters Score -1180510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1180508.500000 Penalty: 4713.862793
	Iteration 95Q: 3 clusters Score -1180508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1180511.625000 Penalty: 4713.862793
	Iteration 96Q: 3 clusters Score -1180512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1180513.000000 Penalty: 4713.862793
	Iteration 97Q: 3 clusters Score -1180513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1180515.125000 Penalty: 4713.862793
	Iteration 98Q: 3 clusters Score -1180515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1180517.750000 Penalty: 4713.862793
	Iteration 99Q: 3 clusters Score -1180518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1180519.000000 Penalty: 4713.862793
	Iteration 100F: 3 clusters Score -1180519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1180518.375000 Penalty: 4713.862793
	Iteration 101Q: 3 clusters Score -1180518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1180518.375000 Penalty: 4713.862793
	Iteration 102Q: 3 clusters Score -1180518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1180515.500000 Penalty: 4713.862793
	Iteration 103Q: 3 clusters Score -1180516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1180515.250000 Penalty: 4713.862793
	Iteration 104Q: 3 clusters Score -1180515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1180513.875000 Penalty: 4713.862793
	Iteration 105Q: 3 clusters Score -1180514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1180515.750000 Penalty: 4713.862793
	Iteration 106Q: 3 clusters Score -1180516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1180517.000000 Penalty: 4713.862793
	Iteration 107Q: 3 clusters Score -1180517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1180518.000000 Penalty: 4713.862793
	Iteration 108Q: 3 clusters Score -1180518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1180518.000000 Penalty: 4713.862793
	Iteration 109Q: 3 clusters Score -1180518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1180520.250000 Penalty: 4713.862793
	Iteration 110Q: 3 clusters Score -1180520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1180519.875000 Penalty: 4713.862793
	Iteration 111Q: 3 clusters Score -1180520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1180521.375000 Penalty: 4713.862793
	Iteration 112Q: 3 clusters Score -1180521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1180522.375000 Penalty: 4713.862793
	Iteration 113Q: 3 clusters Score -1180522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1180520.125000 Penalty: 4713.862793
	Iteration 114Q: 3 clusters Score -1180520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1180522.125000 Penalty: 4713.862793
	Iteration 115Q: 3 clusters Score -1180522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1180521.500000 Penalty: 4713.862793
	Iteration 116Q: 3 clusters Score -1180522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1180521.750000 Penalty: 4713.862793
	Iteration 117Q: 3 clusters Score -1180522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1180521.500000 Penalty: 4713.862793
	Iteration 118Q: 3 clusters Score -1180522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1180521.750000 Penalty: 4713.862793
	Iteration 119Q: 3 clusters Score -1180522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1180521.750000 Penalty: 4713.862793
	Iteration 120F: 3 clusters Score -1180522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -525287.375000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -525287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -520336.093750 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -520336.1 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -521701.781250 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -521701.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -522025.375000 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -522025.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -522260.437500 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -522260.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -522468.093750 Penalty: 4284.708496
	Iteration 4F: 3 clusters Score -522468.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -522622.406250 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -522622.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -522738.000000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -522738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -522846.656250 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -522846.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -522935.500000 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -522935.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -523017.843750 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -523017.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -523087.875000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -523087.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -523157.781250 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -523157.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -523213.562500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -523213.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -523286.062500 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -523286.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -523364.968750 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -523365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -523459.968750 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -523460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -523594.656250 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -523594.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -523754.093750 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -523754.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -523854.000000 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -523854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -523931.187500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -523931.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -523980.843750 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -523980.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -524039.468750 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -524039.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -524104.875000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -524104.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -524177.250000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -524177.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -524242.687500 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -524242.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -524285.156250 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -524285.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -524315.625000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -524315.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -524337.500000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -524337.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -524366.687500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -524366.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -524403.875000 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -524403.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -524430.625000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -524430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -524452.937500 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -524452.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -524474.125000 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -524474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -524494.062500 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -524494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -524503.250000 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -524503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -524513.125000 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -524513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -524523.750000 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -524523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -524529.562500 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -524529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -524530.250000 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -524530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -524531.562500 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -524531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -524533.125000 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -524533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -524533.187500 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -524533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -524534.437500 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -524534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -524534.625000 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -524534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -524535.875000 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -524535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -524535.625000 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -524535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -524535.625000 Penalty: 4284.708496
	Iteration 46F: 3 clusters Score -524535.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -792984.375000 Penalty: 2260.502686
	Iteration 0F: 2 clusters Score -792984.4 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 4621 members 
Entering Unmasked Estep 
Score: -785931.187500 Penalty: 4521.005371
	Iteration 0F: 3 clusters Score -785931.2 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -788303.562500 Penalty: 4521.005371
	Iteration 1F: 3 clusters Score -788303.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -788937.437500 Penalty: 4521.005371
	Iteration 2F: 3 clusters Score -788937.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -789398.375000 Penalty: 4521.005371
	Iteration 3F: 3 clusters Score -789398.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -789738.937500 Penalty: 4521.005371
	Iteration 4F: 3 clusters Score -789738.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -789960.125000 Penalty: 4521.005371
	Iteration 5Q: 3 clusters Score -789960.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -790126.187500 Penalty: 4521.005371
	Iteration 6Q: 3 clusters Score -790126.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -790262.937500 Penalty: 4521.005371
	Iteration 7Q: 3 clusters Score -790262.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -790371.062500 Penalty: 4521.005371
	Iteration 8Q: 3 clusters Score -790371.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -790447.312500 Penalty: 4521.005371
	Iteration 9Q: 3 clusters Score -790447.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -790507.937500 Penalty: 4521.005371
	Iteration 10Q: 3 clusters Score -790507.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -790554.750000 Penalty: 4521.005371
	Iteration 11Q: 3 clusters Score -790554.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -790589.375000 Penalty: 4521.005371
	Iteration 12Q: 3 clusters Score -790589.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -790617.250000 Penalty: 4521.005371
	Iteration 13Q: 3 clusters Score -790617.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -790646.125000 Penalty: 4521.005371
	Iteration 14Q: 3 clusters Score -790646.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -790673.312500 Penalty: 4521.005371
	Iteration 15Q: 3 clusters Score -790673.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -790691.437500 Penalty: 4521.005371
	Iteration 16Q: 3 clusters Score -790691.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -790716.812500 Penalty: 4521.005371
	Iteration 17Q: 3 clusters Score -790716.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -790748.875000 Penalty: 4521.005371
	Iteration 18Q: 3 clusters Score -790748.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -790788.875000 Penalty: 4521.005371
	Iteration 19Q: 3 clusters Score -790788.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -790845.437500 Penalty: 4521.005371
	Iteration 20F: 3 clusters Score -790845.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -790909.312500 Penalty: 4521.005371
	Iteration 21Q: 3 clusters Score -790909.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -790983.187500 Penalty: 4521.005371
	Iteration 22Q: 3 clusters Score -790983.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -791063.625000 Penalty: 4521.005371
	Iteration 23Q: 3 clusters Score -791063.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -791165.500000 Penalty: 4521.005371
	Iteration 24Q: 3 clusters Score -791165.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -791316.875000 Penalty: 4521.005371
	Iteration 25Q: 3 clusters Score -791316.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -791492.187500 Penalty: 4521.005371
	Iteration 26Q: 3 clusters Score -791492.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -791690.437500 Penalty: 4521.005371
	Iteration 27Q: 3 clusters Score -791690.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -791890.687500 Penalty: 4521.005371
	Iteration 28Q: 3 clusters Score -791890.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -792127.625000 Penalty: 4521.005371
	Iteration 29Q: 3 clusters Score -792127.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -792328.625000 Penalty: 4521.005371
	Iteration 30Q: 3 clusters Score -792328.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -792522.187500 Penalty: 4521.005371
	Iteration 31Q: 3 clusters Score -792522.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -792665.812500 Penalty: 4521.005371
	Iteration 32Q: 3 clusters Score -792665.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -792801.750000 Penalty: 4521.005371
	Iteration 33Q: 3 clusters Score -792801.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -792927.562500 Penalty: 4521.005371
	Iteration 34Q: 3 clusters Score -792927.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -793016.875000 Penalty: 4521.005371
	Iteration 35Q: 3 clusters Score -793016.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -793087.125000 Penalty: 4521.005371
	Iteration 36Q: 3 clusters Score -793087.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -793148.437500 Penalty: 4521.005371
	Iteration 37Q: 3 clusters Score -793148.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -793207.250000 Penalty: 4521.005371
	Iteration 38Q: 3 clusters Score -793207.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -793236.750000 Penalty: 4521.005371
	Iteration 39Q: 3 clusters Score -793236.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -793344.187500 Penalty: 4521.005371
	Iteration 40F: 3 clusters Score -793344.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -793390.187500 Penalty: 4521.005371
	Iteration 41Q: 3 clusters Score -793390.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -793418.875000 Penalty: 4521.005371
	Iteration 42Q: 3 clusters Score -793418.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -793433.125000 Penalty: 4521.005371
	Iteration 43Q: 3 clusters Score -793433.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -793443.375000 Penalty: 4521.005371
	Iteration 44Q: 3 clusters Score -793443.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -793454.062500 Penalty: 4521.005371
	Iteration 45Q: 3 clusters Score -793454.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -793459.562500 Penalty: 4521.005371
	Iteration 46Q: 3 clusters Score -793459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -793462.000000 Penalty: 4521.005371
	Iteration 47Q: 3 clusters Score -793462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -793466.687500 Penalty: 4521.005371
	Iteration 48Q: 3 clusters Score -793466.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -793470.375000 Penalty: 4521.005371
	Iteration 49Q: 3 clusters Score -793470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -793473.062500 Penalty: 4521.005371
	Iteration 50Q: 3 clusters Score -793473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -793476.625000 Penalty: 4521.005371
	Iteration 51Q: 3 clusters Score -793476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -793480.375000 Penalty: 4521.005371
	Iteration 52Q: 3 clusters Score -793480.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -793482.937500 Penalty: 4521.005371
	Iteration 53Q: 3 clusters Score -793482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -793485.812500 Penalty: 4521.005371
	Iteration 54Q: 3 clusters Score -793485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -793489.750000 Penalty: 4521.005371
	Iteration 55Q: 3 clusters Score -793489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -793493.437500 Penalty: 4521.005371
	Iteration 56Q: 3 clusters Score -793493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -793493.125000 Penalty: 4521.005371
	Iteration 57Q: 3 clusters Score -793493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -793495.187500 Penalty: 4521.005371
	Iteration 58Q: 3 clusters Score -793495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -793497.062500 Penalty: 4521.005371
	Iteration 59Q: 3 clusters Score -793497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -793495.250000 Penalty: 4521.005371
	Iteration 60F: 3 clusters Score -793495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48658 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99917 members 
Mstep: Class 23 contains 75021 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87126 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 41 contains 5227 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84139088.000000 Penalty: 204195.187500
Splitting cluster 45 changes total score from -84139728.000000 to -84139088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1033836.812500 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1033837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1025746.250000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1025746 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1028583.812500 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1028584 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1029532.312500 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1029532 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1030278.437500 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1030278 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1030890.687500 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1030891 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1031380.812500 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1031381 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1031785.375000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1031785 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1032084.187500 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1032084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1032335.125000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1032335 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1032524.812500 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1032525 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1032723.000000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1032723 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1032927.312500 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1032927 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1033106.062500 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1033106 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1033229.437500 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1033229 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1033300.625000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1033301 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1033349.062500 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1033349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1033374.562500 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1033375 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1033394.250000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1033394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1033401.625000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1033402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1033412.187500 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1033412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1033423.062500 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1033423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1033434.375000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1033434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1033446.375000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1033446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1033460.000000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1033460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1033482.500000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1033482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1033505.125000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1033505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1033545.750000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1033546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1033608.812500 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1033609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1033716.812500 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1033717 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1033833.687500 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1033834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1033914.062500 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1033914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1033948.562500 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1033949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1033975.437500 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1033975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1033985.125000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1033985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1033990.000000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1033990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1033996.625000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1033997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1034003.187500 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1034003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1034006.625000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1034007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1034007.187500 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1034007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1034005.500000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1034006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1034005.750000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1034006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1034009.375000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1034009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1034005.812500 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1034006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1034006.625000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1034007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1034009.500000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1034010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1034011.000000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1034011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1034010.625000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1034011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1034009.937500 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1034010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1034009.937500 Penalty: 4607.373047
	Iteration 48F: 3 clusters Score -1034010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48658 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99917 members 
Mstep: Class 23 contains 75021 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87126 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 41 contains 3280 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 7539 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
Score: -84138880.000000 Penalty: 204195.187500
Splitting cluster 46 changes total score from -84139728.000000 to -84138880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -167439.234375 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -167439.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -164712.187500 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -164712.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -165268.515625 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -165268.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -165487.468750 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -165487.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -165608.703125 Penalty: 3815.061768
	Iteration 3F: 3 clusters Score -165608.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165678.187500 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -165678.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -165735.000000 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -165735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165779.343750 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -165779.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -165818.687500 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -165818.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165841.406250 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -165841.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -165866.515625 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -165866.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -165891.578125 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -165891.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165906.859375 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -165906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165919.406250 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -165919.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -165931.390625 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -165931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165938.375000 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -165938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -165947.812500 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -165947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -165953.812500 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -165953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -165959.656250 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -165959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165963.031250 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -165963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -165964.734375 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -165964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -165965.437500 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -165965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -165967.781250 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -165967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165969.640625 Penalty: 3815.061768
	Iteration 22Q: 3 clusters Score -165969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -165970.156250 Penalty: 3815.061768
	Iteration 23Q: 3 clusters Score -165970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -165971.109375 Penalty: 3815.061768
	Iteration 24Q: 3 clusters Score -165971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165972.296875 Penalty: 3815.061768
	Iteration 25Q: 3 clusters Score -165972.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165972.296875 Penalty: 3815.061768
	Iteration 26F: 3 clusters Score -165972.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (14881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Entering Unmasked Estep 
Score: -1425142.375000 Penalty: 2382.744385
	Iteration 0F: 2 clusters Score -1425142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1414364.000000 Penalty: 4765.488770
	Iteration 0F: 3 clusters Score -1414364 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1417855.750000 Penalty: 4765.488770
	Iteration 1F: 3 clusters Score -1417856 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1418292.000000 Penalty: 4765.488770
	Iteration 2F: 3 clusters Score -1418292 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1418642.750000 Penalty: 4765.488770
	Iteration 3F: 3 clusters Score -1418643 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1418939.000000 Penalty: 4765.488770
	Iteration 4Q: 3 clusters Score -1418939 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1419218.250000 Penalty: 4765.488770
	Iteration 5Q: 3 clusters Score -1419218 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1419515.500000 Penalty: 4765.488770
	Iteration 6Q: 3 clusters Score -1419516 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1419877.750000 Penalty: 4765.488770
	Iteration 7Q: 3 clusters Score -1419878 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1420304.375000 Penalty: 4765.488770
	Iteration 8Q: 3 clusters Score -1420304 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1420768.250000 Penalty: 4765.488770
	Iteration 9Q: 3 clusters Score -1420768 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1421235.875000 Penalty: 4765.488770
	Iteration 10Q: 3 clusters Score -1421236 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1421756.375000 Penalty: 4765.488770
	Iteration 11Q: 3 clusters Score -1421756 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1422165.375000 Penalty: 4765.488770
	Iteration 12Q: 3 clusters Score -1422165 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1422483.750000 Penalty: 4765.488770
	Iteration 13Q: 3 clusters Score -1422484 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1422739.125000 Penalty: 4765.488770
	Iteration 14Q: 3 clusters Score -1422739 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1422932.750000 Penalty: 4765.488770
	Iteration 15Q: 3 clusters Score -1422933 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1423058.250000 Penalty: 4765.488770
	Iteration 16Q: 3 clusters Score -1423058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1423138.125000 Penalty: 4765.488770
	Iteration 17Q: 3 clusters Score -1423138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1423173.625000 Penalty: 4765.488770
	Iteration 18Q: 3 clusters Score -1423174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1423205.000000 Penalty: 4765.488770
	Iteration 19Q: 3 clusters Score -1423205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1423233.750000 Penalty: 4765.488770
	Iteration 20F: 3 clusters Score -1423234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1423250.625000 Penalty: 4765.488770
	Iteration 21Q: 3 clusters Score -1423251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1423254.125000 Penalty: 4765.488770
	Iteration 22Q: 3 clusters Score -1423254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1423264.125000 Penalty: 4765.488770
	Iteration 23Q: 3 clusters Score -1423264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1423271.875000 Penalty: 4765.488770
	Iteration 24Q: 3 clusters Score -1423272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1423276.875000 Penalty: 4765.488770
	Iteration 25Q: 3 clusters Score -1423277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1423284.625000 Penalty: 4765.488770
	Iteration 26Q: 3 clusters Score -1423285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1423289.500000 Penalty: 4765.488770
	Iteration 27Q: 3 clusters Score -1423290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1423289.375000 Penalty: 4765.488770
	Iteration 28Q: 3 clusters Score -1423289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1423290.000000 Penalty: 4765.488770
	Iteration 29Q: 3 clusters Score -1423290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1423291.875000 Penalty: 4765.488770
	Iteration 30Q: 3 clusters Score -1423292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1423292.625000 Penalty: 4765.488770
	Iteration 31Q: 3 clusters Score -1423293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1423292.625000 Penalty: 4765.488770
	Iteration 32F: 3 clusters Score -1423293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -244798.609375 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -244798.6 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 1364 members 
Entering Unmasked Estep 
Score: -241772.453125 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -241772.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -242304.265625 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -242304.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -242450.015625 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -242450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -242534.328125 Penalty: 3903.033691
	Iteration 3Q: 3 clusters Score -242534.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -242593.140625 Penalty: 3903.033691
	Iteration 4Q: 3 clusters Score -242593.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -242657.453125 Penalty: 3903.033691
	Iteration 5Q: 3 clusters Score -242657.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -242711.734375 Penalty: 3903.033691
	Iteration 6Q: 3 clusters Score -242711.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -242769.843750 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -242769.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -242817.562500 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -242817.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -242852.640625 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -242852.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -242889.421875 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -242889.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -242935.843750 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -242935.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -242993.796875 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -242993.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -243096.093750 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -243096.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -243240.859375 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -243240.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -243360.921875 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -243360.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -243426.484375 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -243426.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -243480.437500 Penalty: 3903.033691
	Iteration 17Q: 3 clusters Score -243480.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -243520.218750 Penalty: 3903.033691
	Iteration 18Q: 3 clusters Score -243520.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -243554.906250 Penalty: 3903.033691
	Iteration 19Q: 3 clusters Score -243554.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -243592.609375 Penalty: 3903.033691
	Iteration 20F: 3 clusters Score -243592.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -243624.578125 Penalty: 3903.033691
	Iteration 21Q: 3 clusters Score -243624.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243645.968750 Penalty: 3903.033691
	Iteration 22Q: 3 clusters Score -243646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243667.937500 Penalty: 3903.033691
	Iteration 23Q: 3 clusters Score -243667.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -243694.843750 Penalty: 3903.033691
	Iteration 24Q: 3 clusters Score -243694.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -243722.687500 Penalty: 3903.033691
	Iteration 25Q: 3 clusters Score -243722.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -243735.015625 Penalty: 3903.033691
	Iteration 26Q: 3 clusters Score -243735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -243748.828125 Penalty: 3903.033691
	Iteration 27Q: 3 clusters Score -243748.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -243762.578125 Penalty: 3903.033691
	Iteration 28Q: 3 clusters Score -243762.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -243773.718750 Penalty: 3903.033691
	Iteration 29Q: 3 clusters Score -243773.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -243785.140625 Penalty: 3903.033691
	Iteration 30Q: 3 clusters Score -243785.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -243799.265625 Penalty: 3903.033691
	Iteration 31Q: 3 clusters Score -243799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -243808.578125 Penalty: 3903.033691
	Iteration 32Q: 3 clusters Score -243808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -243816.375000 Penalty: 3903.033691
	Iteration 33Q: 3 clusters Score -243816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -243819.500000 Penalty: 3903.033691
	Iteration 34Q: 3 clusters Score -243819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -243821.609375 Penalty: 3903.033691
	Iteration 35Q: 3 clusters Score -243821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243822.328125 Penalty: 3903.033691
	Iteration 36Q: 3 clusters Score -243822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243823.125000 Penalty: 3903.033691
	Iteration 37Q: 3 clusters Score -243823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -243826.078125 Penalty: 3903.033691
	Iteration 38Q: 3 clusters Score -243826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -243827.093750 Penalty: 3903.033691
	Iteration 39Q: 3 clusters Score -243827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -243827.093750 Penalty: 3903.033691
	Iteration 40F: 3 clusters Score -243827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Entering Unmasked Estep 
Score: -1498254.500000 Penalty: 2380.467529
	Iteration 0F: 2 clusters Score -1498254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1487464.125000 Penalty: 4760.935059
	Iteration 0F: 3 clusters Score -1487464 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1490757.500000 Penalty: 4760.935059
	Iteration 1F: 3 clusters Score -1490758 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1491044.375000 Penalty: 4760.935059
	Iteration 2F: 3 clusters Score -1491044 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1491253.500000 Penalty: 4760.935059
	Iteration 3Q: 3 clusters Score -1491254 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1491432.000000 Penalty: 4760.935059
	Iteration 4Q: 3 clusters Score -1491432 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1491613.500000 Penalty: 4760.935059
	Iteration 5Q: 3 clusters Score -1491614 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1491788.250000 Penalty: 4760.935059
	Iteration 6Q: 3 clusters Score -1491788 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1491978.750000 Penalty: 4760.935059
	Iteration 7Q: 3 clusters Score -1491979 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1492177.625000 Penalty: 4760.935059
	Iteration 8Q: 3 clusters Score -1492178 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1492449.375000 Penalty: 4760.935059
	Iteration 9Q: 3 clusters Score -1492449 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1492797.875000 Penalty: 4760.935059
	Iteration 10Q: 3 clusters Score -1492798 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1493280.625000 Penalty: 4760.935059
	Iteration 11Q: 3 clusters Score -1493281 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1493913.000000 Penalty: 4760.935059
	Iteration 12F: 3 clusters Score -1493913 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1494544.125000 Penalty: 4760.935059
	Iteration 13F: 3 clusters Score -1494544 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1495073.875000 Penalty: 4760.935059
	Iteration 14Q: 3 clusters Score -1495074 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1495459.375000 Penalty: 4760.935059
	Iteration 15Q: 3 clusters Score -1495459 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1495719.375000 Penalty: 4760.935059
	Iteration 16Q: 3 clusters Score -1495719 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1495874.625000 Penalty: 4760.935059
	Iteration 17Q: 3 clusters Score -1495875 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1495982.375000 Penalty: 4760.935059
	Iteration 18Q: 3 clusters Score -1495982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1496052.375000 Penalty: 4760.935059
	Iteration 19Q: 3 clusters Score -1496052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1496088.875000 Penalty: 4760.935059
	Iteration 20F: 3 clusters Score -1496089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1496115.750000 Penalty: 4760.935059
	Iteration 21Q: 3 clusters Score -1496116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1496134.375000 Penalty: 4760.935059
	Iteration 22Q: 3 clusters Score -1496134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1496141.125000 Penalty: 4760.935059
	Iteration 23Q: 3 clusters Score -1496141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1496150.875000 Penalty: 4760.935059
	Iteration 24Q: 3 clusters Score -1496151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1496156.875000 Penalty: 4760.935059
	Iteration 25Q: 3 clusters Score -1496157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1496157.750000 Penalty: 4760.935059
	Iteration 26Q: 3 clusters Score -1496158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1496165.375000 Penalty: 4760.935059
	Iteration 27Q: 3 clusters Score -1496165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1496177.875000 Penalty: 4760.935059
	Iteration 28Q: 3 clusters Score -1496178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1496186.125000 Penalty: 4760.935059
	Iteration 29Q: 3 clusters Score -1496186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1496198.000000 Penalty: 4760.935059
	Iteration 30Q: 3 clusters Score -1496198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1496201.125000 Penalty: 4760.935059
	Iteration 31Q: 3 clusters Score -1496201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1496201.500000 Penalty: 4760.935059
	Iteration 32Q: 3 clusters Score -1496202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1496203.375000 Penalty: 4760.935059
	Iteration 33Q: 3 clusters Score -1496203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1496207.875000 Penalty: 4760.935059
	Iteration 34Q: 3 clusters Score -1496208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1496212.125000 Penalty: 4760.935059
	Iteration 35Q: 3 clusters Score -1496212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1496212.625000 Penalty: 4760.935059
	Iteration 36Q: 3 clusters Score -1496213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1496215.250000 Penalty: 4760.935059
	Iteration 37Q: 3 clusters Score -1496215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1496220.375000 Penalty: 4760.935059
	Iteration 38Q: 3 clusters Score -1496220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1496228.500000 Penalty: 4760.935059
	Iteration 39Q: 3 clusters Score -1496228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1496239.625000 Penalty: 4760.935059
	Iteration 40F: 3 clusters Score -1496240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1496242.625000 Penalty: 4760.935059
	Iteration 41Q: 3 clusters Score -1496243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1496244.000000 Penalty: 4760.935059
	Iteration 42Q: 3 clusters Score -1496244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1496253.750000 Penalty: 4760.935059
	Iteration 43Q: 3 clusters Score -1496254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1496259.500000 Penalty: 4760.935059
	Iteration 44Q: 3 clusters Score -1496260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1496261.375000 Penalty: 4760.935059
	Iteration 45Q: 3 clusters Score -1496261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1496265.625000 Penalty: 4760.935059
	Iteration 46Q: 3 clusters Score -1496266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1496267.750000 Penalty: 4760.935059
	Iteration 47Q: 3 clusters Score -1496268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1496269.000000 Penalty: 4760.935059
	Iteration 48Q: 3 clusters Score -1496269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1496275.625000 Penalty: 4760.935059
	Iteration 49Q: 3 clusters Score -1496276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1496276.625000 Penalty: 4760.935059
	Iteration 50Q: 3 clusters Score -1496277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1496281.875000 Penalty: 4760.935059
	Iteration 51Q: 3 clusters Score -1496282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1496284.125000 Penalty: 4760.935059
	Iteration 52Q: 3 clusters Score -1496284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1496286.250000 Penalty: 4760.935059
	Iteration 53Q: 3 clusters Score -1496286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1496289.750000 Penalty: 4760.935059
	Iteration 54Q: 3 clusters Score -1496290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1496289.750000 Penalty: 4760.935059
	Iteration 55F: 3 clusters Score -1496290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -305693.343750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -305693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -302329.812500 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -302329.8 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -302988.937500 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -302988.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303143.781250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -303143.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -303226.781250 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -303226.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -303298.062500 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -303298.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -303350.937500 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -303350.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -303393.468750 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -303393.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -303421.468750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -303421.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -303434.906250 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -303434.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -303444.250000 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -303444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -303448.937500 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -303448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -303453.312500 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -303453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303458.093750 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -303458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -303462.218750 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -303462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -303467.531250 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -303467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -303471.875000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -303471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303474.062500 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -303474.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -303478.375000 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -303478.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -303481.281250 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -303481.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -303482.562500 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -303482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -303485.937500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -303485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -303487.562500 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -303487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -303489.031250 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -303489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303490.375000 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -303490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -303493.812500 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -303493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303495.125000 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -303495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303497.125000 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -303497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303499.062500 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -303499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303503.093750 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -303503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -303504.781250 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -303504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -303507.656250 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -303507.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -303511.156250 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -303511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -303513.625000 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -303513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -303520.312500 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -303520.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -303525.625000 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -303525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -303527.718750 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -303527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303527.875000 Penalty: 3983.405762
	Iteration 36Q: 3 clusters Score -303527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303527.875000 Penalty: 3983.405762
	Iteration 37F: 3 clusters Score -303527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -654220.062500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -654220.1 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 3374 members 
Entering Unmasked Estep 
Score: -648572.125000 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -648572.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -650088.812500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -650088.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650350.812500 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -650350.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -650544.125000 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -650544.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -650689.875000 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -650689.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -650815.687500 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -650815.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -650947.125000 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -650947.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -651079.562500 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -651079.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -651221.625000 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -651221.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -651345.687500 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -651345.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -651476.562500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -651476.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -651605.812500 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -651605.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -651714.312500 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -651714.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -651794.437500 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -651794.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -651888.250000 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -651888.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -651975.875000 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -651975.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -652061.437500 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -652061.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -652138.875000 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -652138.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -652211.187500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -652211.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -652260.250000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -652260.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -652285.000000 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -652285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -652302.812500 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -652302.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -652322.187500 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -652322.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -652336.625000 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -652336.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -652348.250000 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -652348.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -652359.000000 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -652359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -652368.187500 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -652368.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -652378.312500 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -652378.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -652388.937500 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -652388.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -652398.000000 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -652398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -652403.250000 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -652403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -652404.562500 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -652404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -652407.375000 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -652407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -652407.937500 Penalty: 4374.773926
	Iteration 33Q: 3 clusters Score -652407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -652408.062500 Penalty: 4374.773926
	Iteration 34Q: 3 clusters Score -652408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -652408.437500 Penalty: 4374.773926
	Iteration 35Q: 3 clusters Score -652408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -652408.562500 Penalty: 4374.773926
	Iteration 36Q: 3 clusters Score -652408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -652408.937500 Penalty: 4374.773926
	Iteration 37Q: 3 clusters Score -652408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -652408.937500 Penalty: 4374.773926
	Iteration 38F: 3 clusters Score -652408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -204525.968750 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -204526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -201415.656250 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -201415.7 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -202198.375000 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -202198.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -202452.250000 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -202452.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -202672.250000 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -202672.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -202905.203125 Penalty: 3946.412354
	Iteration 4F: 3 clusters Score -202905.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -203088.765625 Penalty: 3946.412354
	Iteration 5F: 3 clusters Score -203088.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -203213.578125 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -203213.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -203306.500000 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -203306.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -203373.515625 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -203373.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -203423.421875 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -203423.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -203458.750000 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -203458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -203487.937500 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -203487.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -203506.671875 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -203506.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -203520.609375 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -203520.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -203532.453125 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -203532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203539.890625 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -203539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203545.656250 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -203545.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -203550.218750 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -203550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -203553.296875 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -203553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -203557.390625 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -203557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -203559.640625 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -203559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -203561.156250 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -203561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -203562.062500 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -203562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -203563.187500 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -203563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -203564.281250 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -203564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -203564.437500 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -203564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -203564.750000 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -203564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -203565.546875 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -203565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -203566.140625 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -203566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203566.328125 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -203566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203567.359375 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -203567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -203568.718750 Penalty: 3946.412354
	Iteration 31Q: 3 clusters Score -203568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -203571.828125 Penalty: 3946.412354
	Iteration 32Q: 3 clusters Score -203571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -203574.171875 Penalty: 3946.412354
	Iteration 33Q: 3 clusters Score -203574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -203575.718750 Penalty: 3946.412354
	Iteration 34Q: 3 clusters Score -203575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -203575.718750 Penalty: 3946.412354
	Iteration 35F: 3 clusters Score -203575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -290803.718750 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -290803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287466.718750 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -287466.7 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288150.218750 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -288150.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288315.718750 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -288315.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -288411.718750 Penalty: 3980.656250
	Iteration 3Q: 3 clusters Score -288411.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288473.812500 Penalty: 3980.656250
	Iteration 4Q: 3 clusters Score -288473.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -288528.812500 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -288528.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -288571.312500 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -288571.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288612.625000 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -288612.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288643.968750 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -288644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -288669.312500 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -288669.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -288691.281250 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -288691.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -288718.437500 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -288718.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -288751.062500 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -288751.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -288790.968750 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -288791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -288823.093750 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -288823.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288845.312500 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -288845.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288864.750000 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -288864.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288890.281250 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -288890.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -288911.875000 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -288911.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -288934.468750 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -288934.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288952.062500 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -288952.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -288972.125000 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -288972.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -288986.531250 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -288986.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -288995.843750 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -288995.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -289008.781250 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -289008.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -289020.125000 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -289020.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -289029.093750 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -289029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -289038.187500 Penalty: 3980.656250
	Iteration 27Q: 3 clusters Score -289038.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -289050.812500 Penalty: 3980.656250
	Iteration 28Q: 3 clusters Score -289050.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -289062.156250 Penalty: 3980.656250
	Iteration 29Q: 3 clusters Score -289062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289070.343750 Penalty: 3980.656250
	Iteration 30Q: 3 clusters Score -289070.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -289076.093750 Penalty: 3980.656250
	Iteration 31Q: 3 clusters Score -289076.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -289082.125000 Penalty: 3980.656250
	Iteration 32Q: 3 clusters Score -289082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -289089.468750 Penalty: 3980.656250
	Iteration 33Q: 3 clusters Score -289089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -289099.468750 Penalty: 3980.656250
	Iteration 34Q: 3 clusters Score -289099.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -289111.156250 Penalty: 3980.656250
	Iteration 35Q: 3 clusters Score -289111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -289119.656250 Penalty: 3980.656250
	Iteration 36Q: 3 clusters Score -289119.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -289130.093750 Penalty: 3980.656250
	Iteration 37Q: 3 clusters Score -289130.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -289147.875000 Penalty: 3980.656250
	Iteration 38Q: 3 clusters Score -289147.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289167.000000 Penalty: 3980.656250
	Iteration 39Q: 3 clusters Score -289167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -289184.312500 Penalty: 3980.656250
	Iteration 40F: 3 clusters Score -289184.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -289200.781250 Penalty: 3980.656250
	Iteration 41Q: 3 clusters Score -289200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289210.437500 Penalty: 3980.656250
	Iteration 42Q: 3 clusters Score -289210.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -289227.750000 Penalty: 3980.656250
	Iteration 43Q: 3 clusters Score -289227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -289243.218750 Penalty: 3980.656250
	Iteration 44Q: 3 clusters Score -289243.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -289250.750000 Penalty: 3980.656250
	Iteration 45Q: 3 clusters Score -289250.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289259.000000 Penalty: 3980.656250
	Iteration 46Q: 3 clusters Score -289259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289263.875000 Penalty: 3980.656250
	Iteration 47Q: 3 clusters Score -289263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -289270.281250 Penalty: 3980.656250
	Iteration 48Q: 3 clusters Score -289270.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -289279.843750 Penalty: 3980.656250
	Iteration 49Q: 3 clusters Score -289279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -289288.468750 Penalty: 3980.656250
	Iteration 50Q: 3 clusters Score -289288.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289294.218750 Penalty: 3980.656250
	Iteration 51Q: 3 clusters Score -289294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -289297.968750 Penalty: 3980.656250
	Iteration 52Q: 3 clusters Score -289298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -289304.375000 Penalty: 3980.656250
	Iteration 53Q: 3 clusters Score -289304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289309.406250 Penalty: 3980.656250
	Iteration 54Q: 3 clusters Score -289309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -289312.750000 Penalty: 3980.656250
	Iteration 55Q: 3 clusters Score -289312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -289315.281250 Penalty: 3980.656250
	Iteration 56Q: 3 clusters Score -289315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -289316.125000 Penalty: 3980.656250
	Iteration 57Q: 3 clusters Score -289316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -289316.343750 Penalty: 3980.656250
	Iteration 58Q: 3 clusters Score -289316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289316.812500 Penalty: 3980.656250
	Iteration 59Q: 3 clusters Score -289316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289316.812500 Penalty: 3980.656250
	Iteration 60F: 3 clusters Score -289316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (117343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Entering Unmasked Estep 
Score: -11637567.000000 Penalty: 2894.868408
	Iteration 0F: 2 clusters Score -1.163757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -11559191.000000 Penalty: 5789.736816
	Iteration 0F: 3 clusters Score -1.155919e+07 nChanged 55612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -11590797.000000 Penalty: 5789.736816
	Iteration 1F: 3 clusters Score -1.15908e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -11591746.000000 Penalty: 5789.736816
	Iteration 2Q: 3 clusters Score -1.159175e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -11592631.000000 Penalty: 5789.736816
	Iteration 3Q: 3 clusters Score -1.159263e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -11594098.000000 Penalty: 5789.736816
	Iteration 4Q: 3 clusters Score -1.15941e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -11596498.000000 Penalty: 5789.736816
	Iteration 5Q: 3 clusters Score -1.15965e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -11599962.000000 Penalty: 5789.736816
	Iteration 6Q: 3 clusters Score -1.159996e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -11604754.000000 Penalty: 5789.736816
	Iteration 7F: 3 clusters Score -1.160475e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -11610262.000000 Penalty: 5789.736816
	Iteration 8F: 3 clusters Score -1.161026e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -11615975.000000 Penalty: 5789.736816
	Iteration 9F: 3 clusters Score -1.161598e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -11620761.000000 Penalty: 5789.736816
	Iteration 10F: 3 clusters Score -1.162076e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -11624394.000000 Penalty: 5789.736816
	Iteration 11Q: 3 clusters Score -1.162439e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -11626806.000000 Penalty: 5789.736816
	Iteration 12Q: 3 clusters Score -1.162681e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -11628697.000000 Penalty: 5789.736816
	Iteration 13Q: 3 clusters Score -1.16287e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -11630275.000000 Penalty: 5789.736816
	Iteration 14Q: 3 clusters Score -1.163028e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -11631468.000000 Penalty: 5789.736816
	Iteration 15Q: 3 clusters Score -1.163147e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -11632413.000000 Penalty: 5789.736816
	Iteration 16Q: 3 clusters Score -1.163241e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 107595 members 
Entering Unmasked Estep 
Score: -11633088.000000 Penalty: 5789.736816
	Iteration 17Q: 3 clusters Score -1.163309e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -11633619.000000 Penalty: 5789.736816
	Iteration 18Q: 3 clusters Score -1.163362e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -11634102.000000 Penalty: 5789.736816
	Iteration 19Q: 3 clusters Score -1.16341e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -11634456.000000 Penalty: 5789.736816
	Iteration 20F: 3 clusters Score -1.163446e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -11634676.000000 Penalty: 5789.736816
	Iteration 21Q: 3 clusters Score -1.163468e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -11634839.000000 Penalty: 5789.736816
	Iteration 22Q: 3 clusters Score -1.163484e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 113037 members 
Entering Unmasked Estep 
Score: -11634919.000000 Penalty: 5789.736816
	Iteration 23Q: 3 clusters Score -1.163492e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -11634986.000000 Penalty: 5789.736816
	Iteration 24Q: 3 clusters Score -1.163499e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 113624 members 
Entering Unmasked Estep 
Score: -11635057.000000 Penalty: 5789.736816
	Iteration 25Q: 3 clusters Score -1.163506e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -11635083.000000 Penalty: 5789.736816
	Iteration 26Q: 3 clusters Score -1.163508e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -11635140.000000 Penalty: 5789.736816
	Iteration 27Q: 3 clusters Score -1.163514e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -11635181.000000 Penalty: 5789.736816
	Iteration 28Q: 3 clusters Score -1.163518e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -11635249.000000 Penalty: 5789.736816
	Iteration 29Q: 3 clusters Score -1.163525e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -11635282.000000 Penalty: 5789.736816
	Iteration 30Q: 3 clusters Score -1.163528e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 114488 members 
Entering Unmasked Estep 
Score: -11635313.000000 Penalty: 5789.736816
	Iteration 31Q: 3 clusters Score -1.163531e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -11635333.000000 Penalty: 5789.736816
	Iteration 32Q: 3 clusters Score -1.163533e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -11635355.000000 Penalty: 5789.736816
	Iteration 33Q: 3 clusters Score -1.163536e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -11635384.000000 Penalty: 5789.736816
	Iteration 34Q: 3 clusters Score -1.163538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 114781 members 
Entering Unmasked Estep 
Score: -11635384.000000 Penalty: 5789.736816
	Iteration 35Q: 3 clusters Score -1.163538e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -11635402.000000 Penalty: 5789.736816
	Iteration 36Q: 3 clusters Score -1.16354e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 114905 members 
Entering Unmasked Estep 
Score: -11635412.000000 Penalty: 5789.736816
	Iteration 37Q: 3 clusters Score -1.163541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -11635428.000000 Penalty: 5789.736816
	Iteration 38Q: 3 clusters Score -1.163543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -11635440.000000 Penalty: 5789.736816
	Iteration 39Q: 3 clusters Score -1.163544e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -11635457.000000 Penalty: 5789.736816
	Iteration 40F: 3 clusters Score -1.163546e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -11635462.000000 Penalty: 5789.736816
	Iteration 41Q: 3 clusters Score -1.163546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -11635482.000000 Penalty: 5789.736816
	Iteration 42Q: 3 clusters Score -1.163548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -11635493.000000 Penalty: 5789.736816
	Iteration 43Q: 3 clusters Score -1.163549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -11635510.000000 Penalty: 5789.736816
	Iteration 44Q: 3 clusters Score -1.163551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -11635522.000000 Penalty: 5789.736816
	Iteration 45Q: 3 clusters Score -1.163552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -11635549.000000 Penalty: 5789.736816
	Iteration 46Q: 3 clusters Score -1.163555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -11635524.000000 Penalty: 5789.736816
	Iteration 47Q: 3 clusters Score -1.163552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 115226 members 
Entering Unmasked Estep 
Score: -11635537.000000 Penalty: 5789.736816
	Iteration 48Q: 3 clusters Score -1.163554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -11635551.000000 Penalty: 5789.736816
	Iteration 49Q: 3 clusters Score -1.163555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 115254 members 
Entering Unmasked Estep 
Score: -11635570.000000 Penalty: 5789.736816
	Iteration 50Q: 3 clusters Score -1.163557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -11635566.000000 Penalty: 5789.736816
	Iteration 51Q: 3 clusters Score -1.163557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -11635562.000000 Penalty: 5789.736816
	Iteration 52Q: 3 clusters Score -1.163556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 115285 members 
Entering Unmasked Estep 
Score: -11635559.000000 Penalty: 5789.736816
	Iteration 53Q: 3 clusters Score -1.163556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -11635558.000000 Penalty: 5789.736816
	Iteration 54Q: 3 clusters Score -1.163556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -11635572.000000 Penalty: 5789.736816
	Iteration 55Q: 3 clusters Score -1.163557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -11635572.000000 Penalty: 5789.736816
	Iteration 56Q: 3 clusters Score -1.163557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -11635564.000000 Penalty: 5789.736816
	Iteration 57Q: 3 clusters Score -1.163556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -11635561.000000 Penalty: 5789.736816
	Iteration 58Q: 3 clusters Score -1.163556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 115343 members 
Entering Unmasked Estep 
Score: -11635572.000000 Penalty: 5789.736816
	Iteration 59Q: 3 clusters Score -1.163557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -11635573.000000 Penalty: 5789.736816
	Iteration 60F: 3 clusters Score -1.163557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -11635569.000000 Penalty: 5789.736816
	Iteration 61Q: 3 clusters Score -1.163557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -11635576.000000 Penalty: 5789.736816
	Iteration 62Q: 3 clusters Score -1.163558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -11635577.000000 Penalty: 5789.736816
	Iteration 63Q: 3 clusters Score -1.163558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -11635577.000000 Penalty: 5789.736816
	Iteration 64F: 3 clusters Score -1.163558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -82089.523438 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -82089.52 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 436 members 
Entering Unmasked Estep 
Score: -80246.164062 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -80246.16 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80554.296875 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -80554.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80652.351562 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -80652.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80676.023438 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -80676.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80684.617188 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -80684.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80694.679688 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -80694.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80704.367188 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -80704.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80706.664062 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -80706.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80707.125000 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -80707.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80709.078125 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -80709.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80709.078125 Penalty: 3358.311768
	Iteration 10F: 3 clusters Score -80709.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37332.261719 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37332.26 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 214 members 
Entering Unmasked Estep 
Score: -35899.808594 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -35899.81 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36017.609375 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -36017.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36051.195312 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -36051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36068.148438 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36068.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36075.109375 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36075.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36078.589844 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -36078.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36079.671875 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -36079.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36079.671875 Penalty: 2988.829590
	Iteration 7F: 3 clusters Score -36079.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -38379.234375 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -38379.23 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 198 members 
Entering Unmasked Estep 
Score: -36925.121094 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36925.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37043.425781 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -37043.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37076.808594 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -37076.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37091.750000 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37091.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37096.683594 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37096.68 nChanged 1
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: -37099.386719 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37099.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37103.628906 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37103.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37109.578125 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37109.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37113.992188 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37113.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37116.289062 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -37116.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37116.289062 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -37116.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -316511.125000 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -316511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -312994.281250 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -312994.3 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -313747.625000 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -313747.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -313934.750000 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -313934.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -314041.843750 Penalty: 4028.548828
	Iteration 3Q: 3 clusters Score -314041.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -314101.437500 Penalty: 4028.548828
	Iteration 4Q: 3 clusters Score -314101.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -314148.875000 Penalty: 4028.548828
	Iteration 5Q: 3 clusters Score -314148.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -314189.812500 Penalty: 4028.548828
	Iteration 6Q: 3 clusters Score -314189.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -314235.062500 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -314235.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -314276.437500 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -314276.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -314298.906250 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -314298.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -314328.093750 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -314328.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -314352.468750 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -314352.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -314374.906250 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -314374.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -314402.968750 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -314403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -314431.687500 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -314431.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -314456.375000 Penalty: 4028.548828
	Iteration 15Q: 3 clusters Score -314456.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -314480.843750 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -314480.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -314503.343750 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -314503.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -314524.656250 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -314524.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -314545.062500 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -314545.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -314558.937500 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -314558.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -314568.593750 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -314568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -314577.437500 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -314577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -314584.937500 Penalty: 4028.548828
	Iteration 23Q: 3 clusters Score -314584.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -314593.406250 Penalty: 4028.548828
	Iteration 24Q: 3 clusters Score -314593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -314602.906250 Penalty: 4028.548828
	Iteration 25Q: 3 clusters Score -314602.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -314620.468750 Penalty: 4028.548828
	Iteration 26Q: 3 clusters Score -314620.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -314629.406250 Penalty: 4028.548828
	Iteration 27Q: 3 clusters Score -314629.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -314639.593750 Penalty: 4028.548828
	Iteration 28Q: 3 clusters Score -314639.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -314649.281250 Penalty: 4028.548828
	Iteration 29Q: 3 clusters Score -314649.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -314660.187500 Penalty: 4028.548828
	Iteration 30Q: 3 clusters Score -314660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -314669.843750 Penalty: 4028.548828
	Iteration 31Q: 3 clusters Score -314669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -314676.218750 Penalty: 4028.548828
	Iteration 32Q: 3 clusters Score -314676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -314683.875000 Penalty: 4028.548828
	Iteration 33Q: 3 clusters Score -314683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -314688.187500 Penalty: 4028.548828
	Iteration 34Q: 3 clusters Score -314688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -314691.500000 Penalty: 4028.548828
	Iteration 35Q: 3 clusters Score -314691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -314694.531250 Penalty: 4028.548828
	Iteration 36Q: 3 clusters Score -314694.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -314699.281250 Penalty: 4028.548828
	Iteration 37Q: 3 clusters Score -314699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -314702.250000 Penalty: 4028.548828
	Iteration 38Q: 3 clusters Score -314702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -314702.968750 Penalty: 4028.548828
	Iteration 39Q: 3 clusters Score -314703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -314704.343750 Penalty: 4028.548828
	Iteration 40F: 3 clusters Score -314704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -314705.000000 Penalty: 4028.548828
	Iteration 41Q: 3 clusters Score -314705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -314705.187500 Penalty: 4028.548828
	Iteration 42Q: 3 clusters Score -314705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -314705.625000 Penalty: 4028.548828
	Iteration 43Q: 3 clusters Score -314705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -314706.406250 Penalty: 4028.548828
	Iteration 44Q: 3 clusters Score -314706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -314707.312500 Penalty: 4028.548828
	Iteration 45Q: 3 clusters Score -314707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -314708.468750 Penalty: 4028.548828
	Iteration 46Q: 3 clusters Score -314708.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -314708.468750 Penalty: 4028.548828
	Iteration 47F: 3 clusters Score -314708.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -75195.531250 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -75195.53 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 409 members 
Entering Unmasked Estep 
Score: -73431.429688 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -73431.43 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73676.351562 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -73676.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73745.875000 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -73745.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73777.492188 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -73777.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73796.664062 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -73796.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73800.953125 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -73800.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73801.382812 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -73801.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73801.382812 Penalty: 3316.187012
	Iteration 7F: 3 clusters Score -73801.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48658 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99917 members 
Mstep: Class 23 contains 75021 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32612 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87126 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139712.000000 Penalty: 200791.921875
Iteration 479Q: 60 clusters Score -8.413971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9437 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48663 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55874 members 
Mstep: Class 22 contains 99919 members 
Mstep: Class 23 contains 75024 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87116 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139680.000000 Penalty: 200791.921875
Iteration 480F: 60 clusters Score -8.413968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48668 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55873 members 
Mstep: Class 22 contains 99919 members 
Mstep: Class 23 contains 75026 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87111 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139688.000000 Penalty: 200791.921875
Iteration 481Q: 60 clusters Score -8.413969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9436 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48674 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55872 members 
Mstep: Class 22 contains 99919 members 
Mstep: Class 23 contains 75029 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87101 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139704.000000 Penalty: 200791.921875
Iteration 482Q: 60 clusters Score -8.41397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48682 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99919 members 
Mstep: Class 23 contains 75031 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87089 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139712.000000 Penalty: 200791.921875
Iteration 483Q: 60 clusters Score -8.413971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48693 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55877 members 
Mstep: Class 22 contains 99923 members 
Mstep: Class 23 contains 75030 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87076 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139632.000000 Penalty: 200791.921875
Iteration 484Q: 60 clusters Score -8.413963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48702 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99923 members 
Mstep: Class 23 contains 75029 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87069 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139704.000000 Penalty: 200791.921875
Iteration 485Q: 60 clusters Score -8.41397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48705 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55876 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 75031 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20687 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87062 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139680.000000 Penalty: 200791.921875
Iteration 486Q: 60 clusters Score -8.413968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48706 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99928 members 
Mstep: Class 23 contains 75033 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20686 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87059 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14880 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139656.000000 Penalty: 200791.921875
Iteration 487Q: 60 clusters Score -8.413966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29020 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55879 members 
Mstep: Class 22 contains 99928 members 
Mstep: Class 23 contains 75036 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20685 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87054 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14881 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2854 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139696.000000 Penalty: 200791.921875
Iteration 488Q: 60 clusters Score -8.41397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48710 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99926 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87050 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13410 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2855 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139704.000000 Penalty: 200791.921875
Iteration 489Q: 60 clusters Score -8.41397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48716 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55879 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87043 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139720.000000 Penalty: 200791.921875
Iteration 490Q: 60 clusters Score -8.413972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48722 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87037 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139696.000000 Penalty: 200791.921875
Iteration 491Q: 60 clusters Score -8.41397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48727 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87033 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139648.000000 Penalty: 200791.921875
Iteration 492Q: 60 clusters Score -8.413965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48731 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55879 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87026 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139664.000000 Penalty: 200791.921875
Iteration 493Q: 60 clusters Score -8.413966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48739 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55878 members 
Mstep: Class 22 contains 99926 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87019 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139688.000000 Penalty: 200791.921875
Iteration 494Q: 60 clusters Score -8.413969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48744 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55879 members 
Mstep: Class 22 contains 99929 members 
Mstep: Class 23 contains 75039 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 9664 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33534 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87011 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139688.000000 Penalty: 200791.921875
Iteration 495Q: 60 clusters Score -8.413969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48752 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55879 members 
Mstep: Class 22 contains 99928 members 
Mstep: Class 23 contains 75040 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9661 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32611 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33535 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 87004 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14743 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139688.000000 Penalty: 200791.921875
Iteration 496Q: 60 clusters Score -8.413969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48758 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29022 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55880 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 75041 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33538 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 86996 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14744 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139664.000000 Penalty: 200791.921875
Iteration 497Q: 60 clusters Score -8.413966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48761 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55882 members 
Mstep: Class 22 contains 99928 members 
Mstep: Class 23 contains 75043 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20435 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33538 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 86986 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117345 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139672.000000 Penalty: 200791.921875
Iteration 498Q: 60 clusters Score -8.413967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48763 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55883 members 
Mstep: Class 22 contains 99930 members 
Mstep: Class 23 contains 75045 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20683 members 
Mstep: Class 26 contains 20436 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33538 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 86979 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117344 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139648.000000 Penalty: 200791.921875
Iteration 499Q: 60 clusters Score -8.413965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 48765 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 29023 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13179 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 55883 members 
Mstep: Class 22 contains 99930 members 
Mstep: Class 23 contains 75047 members 
Mstep: Class 24 contains 2311 members 
Mstep: Class 25 contains 20682 members 
Mstep: Class 26 contains 20437 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 1893 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 32610 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 3550 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 7397 members 
Mstep: Class 35 contains 33538 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 36652 members 
Mstep: Class 39 contains 86977 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 42 contains 2342 members 
Mstep: Class 43 contains 13409 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 9090 members 
Mstep: Class 46 contains 10819 members 
Mstep: Class 47 contains 2190 members 
Mstep: Class 48 contains 14882 members 
Mstep: Class 49 contains 2615 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3075 members 
Mstep: Class 52 contains 6769 members 
Mstep: Class 53 contains 2856 members 
Mstep: Class 54 contains 3058 members 
Mstep: Class 55 contains 117343 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 414 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 3368 members 
Mstep: Class 60 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84139680.000000 Penalty: 200791.921875
Iteration 500F: 60 clusters Score -8.413968e+07 nChanged 3
Maximum iterations exceeded
--- Evaluating fit on full set of 2734357 points ---
Entering Unmasked Estep 
Score: -252648864.000000 Penalty: 216866.828125
20->60 Clusters: Score -252648864.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 911452 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 45391 members 
Mstep: Class 3 contains 45669 members 
Mstep: Class 4 contains 45630 members 
Mstep: Class 5 contains 45379 members 
Mstep: Class 6 contains 45482 members 
Mstep: Class 7 contains 45870 members 
Mstep: Class 8 contains 45382 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 45804 members 
Mstep: Class 11 contains 45576 members 
Mstep: Class 12 contains 45160 members 
Mstep: Class 13 contains 45672 members 
Mstep: Class 14 contains 45538 members 
Mstep: Class 15 contains 45807 members 
Mstep: Class 16 contains 44971 members 
Mstep: Class 17 contains 45705 members 
Mstep: Class 18 contains 45816 members 
Mstep: Class 19 contains 45607 members 
Mstep: Class 20 contains 45623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 840.889404 but Gain 3403.253906
Score: -77459160.000000 Penalty: 64661.808594
Iteration 0F: 20 clusters Score -7.745916e+07 nChanged 859949
Entering Unmasked Mstep 
Mstep: Class 0 contains 2155 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 41004 members 
Mstep: Class 3 contains 74392 members 
Mstep: Class 4 contains 45635 members 
Mstep: Class 5 contains 91640 members 
Mstep: Class 6 contains 16911 members 
Mstep: Class 7 contains 10383 members 
Mstep: Class 8 contains 29100 members 
Mstep: Class 9 contains 18687 members 
Mstep: Class 10 contains 30848 members 
Mstep: Class 11 contains 234167 members 
Mstep: Class 12 contains 19280 members 
Mstep: Class 13 contains 41153 members 
Mstep: Class 14 contains 16171 members 
Mstep: Class 15 contains 38072 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 17 contains 60300 members 
Mstep: Class 18 contains 72553 members 
Mstep: Class 19 contains 20296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81706792.000000 Penalty: 64661.808594
Iteration 1F: 20 clusters Score -8.170679e+07 nChanged 364201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1814 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 45427 members 
Mstep: Class 3 contains 55314 members 
Mstep: Class 4 contains 31257 members 
Mstep: Class 5 contains 104989 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 10097 members 
Mstep: Class 8 contains 19822 members 
Mstep: Class 9 contains 16933 members 
Mstep: Class 10 contains 22272 members 
Mstep: Class 11 contains 350427 members 
Mstep: Class 12 contains 15311 members 
Mstep: Class 13 contains 37995 members 
Mstep: Class 14 contains 10933 members 
Mstep: Class 15 contains 29389 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 49722 members 
Mstep: Class 18 contains 43436 members 
Mstep: Class 19 contains 17922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82596576.000000 Penalty: 64661.808594
Iteration 2F: 20 clusters Score -8.259658e+07 nChanged 209153
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 52323 members 
Mstep: Class 3 contains 44904 members 
Mstep: Class 4 contains 29290 members 
Mstep: Class 5 contains 107538 members 
Mstep: Class 6 contains 21483 members 
Mstep: Class 7 contains 8986 members 
Mstep: Class 8 contains 18080 members 
Mstep: Class 9 contains 17012 members 
Mstep: Class 10 contains 15712 members 
Mstep: Class 11 contains 380044 members 
Mstep: Class 12 contains 19298 members 
Mstep: Class 13 contains 45334 members 
Mstep: Class 14 contains 9909 members 
Mstep: Class 15 contains 17363 members 
Mstep: Class 16 contains 17567 members 
Mstep: Class 17 contains 49150 members 
Mstep: Class 18 contains 27785 members 
Mstep: Class 19 contains 16843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83036384.000000 Penalty: 64661.808594
Iteration 3F: 20 clusters Score -8.303638e+07 nChanged 144903
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 56322 members 
Mstep: Class 3 contains 41944 members 
Mstep: Class 4 contains 28217 members 
Mstep: Class 5 contains 108326 members 
Mstep: Class 6 contains 31946 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 11716 members 
Mstep: Class 11 contains 376709 members 
Mstep: Class 12 contains 23222 members 
Mstep: Class 13 contains 51766 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 10078 members 
Mstep: Class 16 contains 20722 members 
Mstep: Class 17 contains 48618 members 
Mstep: Class 18 contains 22076 members 
Mstep: Class 19 contains 15947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83257432.000000 Penalty: 64661.808594
Iteration 4F: 20 clusters Score -8.325743e+07 nChanged 110700
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 55334 members 
Mstep: Class 3 contains 40657 members 
Mstep: Class 4 contains 26022 members 
Mstep: Class 5 contains 113590 members 
Mstep: Class 6 contains 41049 members 
Mstep: Class 7 contains 5989 members 
Mstep: Class 8 contains 15622 members 
Mstep: Class 9 contains 15263 members 
Mstep: Class 10 contains 11599 members 
Mstep: Class 11 contains 362404 members 
Mstep: Class 12 contains 25763 members 
Mstep: Class 13 contains 55241 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 6558 members 
Mstep: Class 16 contains 25369 members 
Mstep: Class 17 contains 47057 members 
Mstep: Class 18 contains 20039 members 
Mstep: Class 19 contains 15414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83403120.000000 Penalty: 64661.808594
Iteration 5F: 20 clusters Score -8.340312e+07 nChanged 84996
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 51947 members 
Mstep: Class 3 contains 39060 members 
Mstep: Class 4 contains 23868 members 
Mstep: Class 5 contains 124923 members 
Mstep: Class 6 contains 46698 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 11 contains 345327 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 56983 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 29759 members 
Mstep: Class 17 contains 45109 members 
Mstep: Class 18 contains 19562 members 
Mstep: Class 19 contains 14612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83498696.000000 Penalty: 64661.808594
Iteration 6F: 20 clusters Score -8.34987e+07 nChanged 65448
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 47759 members 
Mstep: Class 3 contains 37550 members 
Mstep: Class 4 contains 22037 members 
Mstep: Class 5 contains 139015 members 
Mstep: Class 6 contains 50216 members 
Mstep: Class 7 contains 4742 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 12989 members 
Mstep: Class 10 contains 15972 members 
Mstep: Class 11 contains 328402 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 57965 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 4883 members 
Mstep: Class 16 contains 33436 members 
Mstep: Class 17 contains 43150 members 
Mstep: Class 18 contains 19924 members 
Mstep: Class 19 contains 13578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83560584.000000 Penalty: 64661.808594
Iteration 7F: 20 clusters Score -8.356058e+07 nChanged 52044
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 43842 members 
Mstep: Class 3 contains 36183 members 
Mstep: Class 4 contains 20269 members 
Mstep: Class 5 contains 151681 members 
Mstep: Class 6 contains 52814 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 14946 members 
Mstep: Class 9 contains 12191 members 
Mstep: Class 10 contains 17766 members 
Mstep: Class 11 contains 313647 members 
Mstep: Class 12 contains 24806 members 
Mstep: Class 13 contains 58857 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 5210 members 
Mstep: Class 16 contains 36307 members 
Mstep: Class 17 contains 41344 members 
Mstep: Class 18 contains 20628 members 
Mstep: Class 19 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83605224.000000 Penalty: 64661.808594
Iteration 8F: 20 clusters Score -8.360522e+07 nChanged 42949
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 40514 members 
Mstep: Class 3 contains 34991 members 
Mstep: Class 4 contains 18680 members 
Mstep: Class 5 contains 161475 members 
Mstep: Class 6 contains 55073 members 
Mstep: Class 7 contains 4376 members 
Mstep: Class 8 contains 16315 members 
Mstep: Class 9 contains 11108 members 
Mstep: Class 10 contains 19181 members 
Mstep: Class 11 contains 301442 members 
Mstep: Class 12 contains 24122 members 
Mstep: Class 13 contains 60147 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 38662 members 
Mstep: Class 17 contains 39685 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 11658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83643528.000000 Penalty: 64661.808594
Iteration 9Q: 20 clusters Score -8.364353e+07 nChanged 35559
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 38011 members 
Mstep: Class 3 contains 33994 members 
Mstep: Class 4 contains 17717 members 
Mstep: Class 5 contains 168500 members 
Mstep: Class 6 contains 57097 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 17070 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 19970 members 
Mstep: Class 11 contains 291485 members 
Mstep: Class 12 contains 23633 members 
Mstep: Class 13 contains 61763 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 6678 members 
Mstep: Class 16 contains 40519 members 
Mstep: Class 17 contains 38014 members 
Mstep: Class 18 contains 22131 members 
Mstep: Class 19 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83669416.000000 Penalty: 64661.808594
Iteration 10Q: 20 clusters Score -8.366942e+07 nChanged 29530
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 36253 members 
Mstep: Class 3 contains 33086 members 
Mstep: Class 4 contains 16895 members 
Mstep: Class 5 contains 173133 members 
Mstep: Class 6 contains 58695 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 20686 members 
Mstep: Class 11 contains 284039 members 
Mstep: Class 12 contains 23351 members 
Mstep: Class 13 contains 63298 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 42128 members 
Mstep: Class 17 contains 36122 members 
Mstep: Class 18 contains 22607 members 
Mstep: Class 19 contains 10337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83689720.000000 Penalty: 64661.808594
Iteration 11Q: 20 clusters Score -8.368972e+07 nChanged 24324
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 35051 members 
Mstep: Class 3 contains 32272 members 
Mstep: Class 4 contains 16034 members 
Mstep: Class 5 contains 176159 members 
Mstep: Class 6 contains 59844 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 17661 members 
Mstep: Class 9 contains 11433 members 
Mstep: Class 10 contains 21421 members 
Mstep: Class 11 contains 278723 members 
Mstep: Class 12 contains 23112 members 
Mstep: Class 13 contains 64181 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 8501 members 
Mstep: Class 16 contains 43788 members 
Mstep: Class 17 contains 34371 members 
Mstep: Class 18 contains 22890 members 
Mstep: Class 19 contains 10224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83706536.000000 Penalty: 64661.808594
Iteration 12Q: 20 clusters Score -8.370654e+07 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 34200 members 
Mstep: Class 3 contains 31575 members 
Mstep: Class 4 contains 15228 members 
Mstep: Class 5 contains 178231 members 
Mstep: Class 6 contains 60662 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 17728 members 
Mstep: Class 9 contains 11744 members 
Mstep: Class 10 contains 21515 members 
Mstep: Class 11 contains 274699 members 
Mstep: Class 12 contains 22935 members 
Mstep: Class 13 contains 64530 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 45437 members 
Mstep: Class 17 contains 33324 members 
Mstep: Class 18 contains 23104 members 
Mstep: Class 19 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83722016.000000 Penalty: 64661.808594
Iteration 13Q: 20 clusters Score -8.372202e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 33564 members 
Mstep: Class 3 contains 31011 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 179405 members 
Mstep: Class 6 contains 60993 members 
Mstep: Class 7 contains 4021 members 
Mstep: Class 8 contains 17784 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 21440 members 
Mstep: Class 11 contains 271761 members 
Mstep: Class 12 contains 22780 members 
Mstep: Class 13 contains 64612 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 47144 members 
Mstep: Class 17 contains 32512 members 
Mstep: Class 18 contains 23181 members 
Mstep: Class 19 contains 10392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83729864.000000 Penalty: 64661.808594
Iteration 14Q: 20 clusters Score -8.372986e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 33053 members 
Mstep: Class 3 contains 30362 members 
Mstep: Class 4 contains 14853 members 
Mstep: Class 5 contains 179990 members 
Mstep: Class 6 contains 61119 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 12031 members 
Mstep: Class 10 contains 21285 members 
Mstep: Class 11 contains 269514 members 
Mstep: Class 12 contains 22676 members 
Mstep: Class 13 contains 64656 members 
Mstep: Class 14 contains 4082 members 
Mstep: Class 15 contains 11313 members 
Mstep: Class 16 contains 48897 members 
Mstep: Class 17 contains 31870 members 
Mstep: Class 18 contains 23121 members 
Mstep: Class 19 contains 10674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83734072.000000 Penalty: 64661.808594
Iteration 15Q: 20 clusters Score -8.373407e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 32695 members 
Mstep: Class 3 contains 29857 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 180242 members 
Mstep: Class 6 contains 61192 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 12142 members 
Mstep: Class 10 contains 21147 members 
Mstep: Class 11 contains 267665 members 
Mstep: Class 12 contains 22596 members 
Mstep: Class 13 contains 64624 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 16 contains 50631 members 
Mstep: Class 17 contains 31305 members 
Mstep: Class 18 contains 23024 members 
Mstep: Class 19 contains 10819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83736280.000000 Penalty: 64661.808594
Iteration 16Q: 20 clusters Score -8.373628e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 32425 members 
Mstep: Class 3 contains 29380 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 180183 members 
Mstep: Class 6 contains 61284 members 
Mstep: Class 7 contains 4020 members 
Mstep: Class 8 contains 17583 members 
Mstep: Class 9 contains 12289 members 
Mstep: Class 10 contains 21036 members 
Mstep: Class 11 contains 266150 members 
Mstep: Class 12 contains 22523 members 
Mstep: Class 13 contains 64572 members 
Mstep: Class 14 contains 4099 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 52420 members 
Mstep: Class 17 contains 30855 members 
Mstep: Class 18 contains 22780 members 
Mstep: Class 19 contains 10923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83739136.000000 Penalty: 64661.808594
Iteration 17Q: 20 clusters Score -8.373914e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 28960 members 
Mstep: Class 4 contains 14832 members 
Mstep: Class 5 contains 179952 members 
Mstep: Class 6 contains 61367 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 17423 members 
Mstep: Class 9 contains 12468 members 
Mstep: Class 10 contains 20922 members 
Mstep: Class 11 contains 264820 members 
Mstep: Class 12 contains 22445 members 
Mstep: Class 13 contains 64579 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 54246 members 
Mstep: Class 17 contains 30478 members 
Mstep: Class 18 contains 22439 members 
Mstep: Class 19 contains 10991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83741936.000000 Penalty: 64661.808594
Iteration 18Q: 20 clusters Score -8.374194e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 32053 members 
Mstep: Class 3 contains 28510 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 179632 members 
Mstep: Class 6 contains 61439 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 17331 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 20830 members 
Mstep: Class 11 contains 263670 members 
Mstep: Class 12 contains 22397 members 
Mstep: Class 13 contains 64540 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 56201 members 
Mstep: Class 17 contains 30176 members 
Mstep: Class 18 contains 22049 members 
Mstep: Class 19 contains 11011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83743840.000000 Penalty: 64661.808594
Iteration 19Q: 20 clusters Score -8.374384e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 31952 members 
Mstep: Class 3 contains 28067 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 179219 members 
Mstep: Class 6 contains 61537 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 17269 members 
Mstep: Class 9 contains 12578 members 
Mstep: Class 10 contains 20770 members 
Mstep: Class 11 contains 262606 members 
Mstep: Class 12 contains 22384 members 
Mstep: Class 13 contains 64527 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 14514 members 
Mstep: Class 16 contains 58105 members 
Mstep: Class 17 contains 29927 members 
Mstep: Class 18 contains 21576 members 
Mstep: Class 19 contains 11038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83747072.000000 Penalty: 64661.808594
Iteration 20F: 20 clusters Score -8.374707e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 31876 members 
Mstep: Class 3 contains 28016 members 
Mstep: Class 4 contains 14838 members 
Mstep: Class 5 contains 178609 members 
Mstep: Class 6 contains 61603 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 17278 members 
Mstep: Class 9 contains 12913 members 
Mstep: Class 10 contains 20678 members 
Mstep: Class 11 contains 261661 members 
Mstep: Class 12 contains 22399 members 
Mstep: Class 13 contains 64494 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 15251 members 
Mstep: Class 16 contains 59696 members 
Mstep: Class 17 contains 29378 members 
Mstep: Class 18 contains 21031 members 
Mstep: Class 19 contains 10964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83749824.000000 Penalty: 64661.808594
Iteration 21Q: 20 clusters Score -8.374982e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 31822 members 
Mstep: Class 3 contains 27934 members 
Mstep: Class 4 contains 14848 members 
Mstep: Class 5 contains 177787 members 
Mstep: Class 6 contains 61649 members 
Mstep: Class 7 contains 3939 members 
Mstep: Class 8 contains 17296 members 
Mstep: Class 9 contains 13071 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 260740 members 
Mstep: Class 12 contains 22473 members 
Mstep: Class 13 contains 64466 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 61661 members 
Mstep: Class 17 contains 28794 members 
Mstep: Class 18 contains 20460 members 
Mstep: Class 19 contains 10940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83751928.000000 Penalty: 64661.808594
Iteration 22Q: 20 clusters Score -8.375193e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 27856 members 
Mstep: Class 4 contains 14858 members 
Mstep: Class 5 contains 176810 members 
Mstep: Class 6 contains 61696 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 13137 members 
Mstep: Class 10 contains 20669 members 
Mstep: Class 11 contains 259733 members 
Mstep: Class 12 contains 22539 members 
Mstep: Class 13 contains 64455 members 
Mstep: Class 14 contains 4177 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 63840 members 
Mstep: Class 17 contains 28217 members 
Mstep: Class 18 contains 19857 members 
Mstep: Class 19 contains 10961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83753872.000000 Penalty: 64661.808594
Iteration 23Q: 20 clusters Score -8.375387e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 31703 members 
Mstep: Class 3 contains 27751 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 175740 members 
Mstep: Class 6 contains 61721 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17367 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 20718 members 
Mstep: Class 11 contains 258766 members 
Mstep: Class 12 contains 22608 members 
Mstep: Class 13 contains 64488 members 
Mstep: Class 14 contains 4190 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 66138 members 
Mstep: Class 17 contains 27673 members 
Mstep: Class 18 contains 19193 members 
Mstep: Class 19 contains 10977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83756208.000000 Penalty: 64661.808594
Iteration 24Q: 20 clusters Score -8.375621e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 31663 members 
Mstep: Class 3 contains 27694 members 
Mstep: Class 4 contains 14878 members 
Mstep: Class 5 contains 174488 members 
Mstep: Class 6 contains 61718 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 8 contains 17386 members 
Mstep: Class 9 contains 13246 members 
Mstep: Class 10 contains 20803 members 
Mstep: Class 11 contains 257765 members 
Mstep: Class 12 contains 22671 members 
Mstep: Class 13 contains 64588 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 68581 members 
Mstep: Class 17 contains 27130 members 
Mstep: Class 18 contains 18511 members 
Mstep: Class 19 contains 11009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83758224.000000 Penalty: 64661.808594
Iteration 25Q: 20 clusters Score -8.375822e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 31641 members 
Mstep: Class 3 contains 27700 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 173190 members 
Mstep: Class 6 contains 61750 members 
Mstep: Class 7 contains 3895 members 
Mstep: Class 8 contains 17419 members 
Mstep: Class 9 contains 13248 members 
Mstep: Class 10 contains 20928 members 
Mstep: Class 11 contains 256768 members 
Mstep: Class 12 contains 22717 members 
Mstep: Class 13 contains 64706 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 18240 members 
Mstep: Class 16 contains 71001 members 
Mstep: Class 17 contains 26575 members 
Mstep: Class 18 contains 17819 members 
Mstep: Class 19 contains 11014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83760104.000000 Penalty: 64661.808594
Iteration 26Q: 20 clusters Score -8.37601e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 31643 members 
Mstep: Class 3 contains 27791 members 
Mstep: Class 4 contains 14892 members 
Mstep: Class 5 contains 171827 members 
Mstep: Class 6 contains 61791 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 17436 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 21059 members 
Mstep: Class 11 contains 255853 members 
Mstep: Class 12 contains 22762 members 
Mstep: Class 13 contains 64819 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 18836 members 
Mstep: Class 16 contains 73347 members 
Mstep: Class 17 contains 25974 members 
Mstep: Class 18 contains 17155 members 
Mstep: Class 19 contains 11020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83760968.000000 Penalty: 64661.808594
Iteration 27Q: 20 clusters Score -8.376097e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 31663 members 
Mstep: Class 3 contains 28003 members 
Mstep: Class 4 contains 14898 members 
Mstep: Class 5 contains 170491 members 
Mstep: Class 6 contains 61842 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 8 contains 17444 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 21186 members 
Mstep: Class 11 contains 254986 members 
Mstep: Class 12 contains 22804 members 
Mstep: Class 13 contains 64916 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 75567 members 
Mstep: Class 17 contains 25259 members 
Mstep: Class 18 contains 16497 members 
Mstep: Class 19 contains 11024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83763304.000000 Penalty: 64661.808594
Iteration 28Q: 20 clusters Score -8.37633e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 31709 members 
Mstep: Class 3 contains 28382 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 169081 members 
Mstep: Class 6 contains 61920 members 
Mstep: Class 7 contains 3894 members 
Mstep: Class 8 contains 17441 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 21336 members 
Mstep: Class 11 contains 254171 members 
Mstep: Class 12 contains 22872 members 
Mstep: Class 13 contains 65005 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 20142 members 
Mstep: Class 16 contains 77680 members 
Mstep: Class 17 contains 24385 members 
Mstep: Class 18 contains 15834 members 
Mstep: Class 19 contains 11024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83766720.000000 Penalty: 64661.808594
Iteration 29Q: 20 clusters Score -8.376672e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 31758 members 
Mstep: Class 3 contains 28677 members 
Mstep: Class 4 contains 14922 members 
Mstep: Class 5 contains 167668 members 
Mstep: Class 6 contains 61986 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 17442 members 
Mstep: Class 9 contains 13590 members 
Mstep: Class 10 contains 21452 members 
Mstep: Class 11 contains 253356 members 
Mstep: Class 12 contains 22904 members 
Mstep: Class 13 contains 65111 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 20852 members 
Mstep: Class 16 contains 79691 members 
Mstep: Class 17 contains 23632 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 11034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83768872.000000 Penalty: 64661.808594
Iteration 30Q: 20 clusters Score -8.376887e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 31798 members 
Mstep: Class 3 contains 28629 members 
Mstep: Class 4 contains 14933 members 
Mstep: Class 5 contains 166205 members 
Mstep: Class 6 contains 62064 members 
Mstep: Class 7 contains 3897 members 
Mstep: Class 8 contains 17448 members 
Mstep: Class 9 contains 13683 members 
Mstep: Class 10 contains 21553 members 
Mstep: Class 11 contains 252666 members 
Mstep: Class 12 contains 22944 members 
Mstep: Class 13 contains 65165 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 81641 members 
Mstep: Class 17 contains 23241 members 
Mstep: Class 18 contains 14781 members 
Mstep: Class 19 contains 11029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83770200.000000 Penalty: 64661.808594
Iteration 31Q: 20 clusters Score -8.37702e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 31848 members 
Mstep: Class 3 contains 28357 members 
Mstep: Class 4 contains 14945 members 
Mstep: Class 5 contains 164711 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 3900 members 
Mstep: Class 8 contains 17459 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 252058 members 
Mstep: Class 12 contains 22965 members 
Mstep: Class 13 contains 65192 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 22511 members 
Mstep: Class 16 contains 83507 members 
Mstep: Class 17 contains 23076 members 
Mstep: Class 18 contains 14319 members 
Mstep: Class 19 contains 11024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83770640.000000 Penalty: 64661.808594
Iteration 32Q: 20 clusters Score -8.377064e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 31916 members 
Mstep: Class 3 contains 28055 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 163284 members 
Mstep: Class 6 contains 62252 members 
Mstep: Class 7 contains 3901 members 
Mstep: Class 8 contains 17474 members 
Mstep: Class 9 contains 13857 members 
Mstep: Class 10 contains 21740 members 
Mstep: Class 11 contains 251468 members 
Mstep: Class 12 contains 22976 members 
Mstep: Class 13 contains 65144 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 23534 members 
Mstep: Class 16 contains 85175 members 
Mstep: Class 17 contains 22970 members 
Mstep: Class 18 contains 13898 members 
Mstep: Class 19 contains 11026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83771728.000000 Penalty: 64661.808594
Iteration 33Q: 20 clusters Score -8.377173e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 31971 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 161943 members 
Mstep: Class 6 contains 62363 members 
Mstep: Class 7 contains 3902 members 
Mstep: Class 8 contains 17477 members 
Mstep: Class 9 contains 13929 members 
Mstep: Class 10 contains 21812 members 
Mstep: Class 11 contains 250876 members 
Mstep: Class 12 contains 22974 members 
Mstep: Class 13 contains 65051 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 24715 members 
Mstep: Class 16 contains 86716 members 
Mstep: Class 17 contains 22911 members 
Mstep: Class 18 contains 13562 members 
Mstep: Class 19 contains 11030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83772808.000000 Penalty: 64661.808594
Iteration 34Q: 20 clusters Score -8.377281e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 32051 members 
Mstep: Class 3 contains 27474 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 160590 members 
Mstep: Class 6 contains 62444 members 
Mstep: Class 7 contains 3905 members 
Mstep: Class 8 contains 17490 members 
Mstep: Class 9 contains 14025 members 
Mstep: Class 10 contains 21885 members 
Mstep: Class 11 contains 250353 members 
Mstep: Class 12 contains 22951 members 
Mstep: Class 13 contains 64928 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 26029 members 
Mstep: Class 16 contains 88133 members 
Mstep: Class 17 contains 22871 members 
Mstep: Class 18 contains 13273 members 
Mstep: Class 19 contains 11029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83774112.000000 Penalty: 64661.808594
Iteration 35Q: 20 clusters Score -8.377411e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 32129 members 
Mstep: Class 3 contains 27233 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 159224 members 
Mstep: Class 6 contains 62529 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17501 members 
Mstep: Class 9 contains 14098 members 
Mstep: Class 10 contains 21961 members 
Mstep: Class 11 contains 249884 members 
Mstep: Class 12 contains 22945 members 
Mstep: Class 13 contains 64805 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 27401 members 
Mstep: Class 16 contains 89466 members 
Mstep: Class 17 contains 22833 members 
Mstep: Class 18 contains 13007 members 
Mstep: Class 19 contains 11033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83775552.000000 Penalty: 64661.808594
Iteration 36Q: 20 clusters Score -8.377555e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 32226 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 157759 members 
Mstep: Class 6 contains 62609 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 14151 members 
Mstep: Class 10 contains 22034 members 
Mstep: Class 11 contains 249377 members 
Mstep: Class 12 contains 22920 members 
Mstep: Class 13 contains 64669 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 90773 members 
Mstep: Class 17 contains 22801 members 
Mstep: Class 18 contains 12813 members 
Mstep: Class 19 contains 11048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83776784.000000 Penalty: 64661.808594
Iteration 37Q: 20 clusters Score -8.377678e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 32355 members 
Mstep: Class 3 contains 26767 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 156172 members 
Mstep: Class 6 contains 62681 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 17531 members 
Mstep: Class 9 contains 14211 members 
Mstep: Class 10 contains 22112 members 
Mstep: Class 11 contains 248872 members 
Mstep: Class 12 contains 22878 members 
Mstep: Class 13 contains 64516 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 91988 members 
Mstep: Class 17 contains 22777 members 
Mstep: Class 18 contains 12677 members 
Mstep: Class 19 contains 11055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83778416.000000 Penalty: 64661.808594
Iteration 38Q: 20 clusters Score -8.377842e+07 nChanged 5614
Entering ConstructFrom: 
Score: -83778416.000000 Penalty: 64661.808594
Entering ConstructFrom: 
Trying to split cluster 1 (51229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Entering Unmasked Estep 
Score: -4938911.000000 Penalty: 2689.327148
	Iteration 0F: 2 clusters Score -4938911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4904521.000000 Penalty: 5378.654297
	Iteration 0F: 3 clusters Score -4904521 nChanged 23653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4918222.000000 Penalty: 5378.654297
	Iteration 1F: 3 clusters Score -4918222 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4920310.000000 Penalty: 5378.654297
	Iteration 2F: 3 clusters Score -4920310 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4924154.500000 Penalty: 5378.654297
	Iteration 3F: 3 clusters Score -4924154 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4928358.500000 Penalty: 5378.654297
	Iteration 4F: 3 clusters Score -4928358 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4931568.500000 Penalty: 5378.654297
	Iteration 5F: 3 clusters Score -4931568 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4934012.500000 Penalty: 5378.654297
	Iteration 6F: 3 clusters Score -4934012 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4935794.500000 Penalty: 5378.654297
	Iteration 7F: 3 clusters Score -4935794 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4936979.500000 Penalty: 5378.654297
	Iteration 8Q: 3 clusters Score -4936980 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4937971.500000 Penalty: 5378.654297
	Iteration 9Q: 3 clusters Score -4937972 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4939066.500000 Penalty: 5378.654297
	Iteration 10Q: 3 clusters Score -4939066 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4940274.500000 Penalty: 5378.654297
	Iteration 11Q: 3 clusters Score -4940274 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4941607.000000 Penalty: 5378.654297
	Iteration 12Q: 3 clusters Score -4941607 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4942620.000000 Penalty: 5378.654297
	Iteration 13Q: 3 clusters Score -4942620 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4943264.500000 Penalty: 5378.654297
	Iteration 14Q: 3 clusters Score -4943264 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4943790.500000 Penalty: 5378.654297
	Iteration 15Q: 3 clusters Score -4943790 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4944380.500000 Penalty: 5378.654297
	Iteration 16Q: 3 clusters Score -4944380 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4944920.500000 Penalty: 5378.654297
	Iteration 17Q: 3 clusters Score -4944920 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4945230.500000 Penalty: 5378.654297
	Iteration 18Q: 3 clusters Score -4945230 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4945400.500000 Penalty: 5378.654297
	Iteration 19Q: 3 clusters Score -4945400 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4945515.000000 Penalty: 5378.654297
	Iteration 20F: 3 clusters Score -4945515 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4945569.500000 Penalty: 5378.654297
	Iteration 21Q: 3 clusters Score -4945570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4945600.000000 Penalty: 5378.654297
	Iteration 22Q: 3 clusters Score -4945600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4945596.000000 Penalty: 5378.654297
	Iteration 23Q: 3 clusters Score -4945596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4945606.000000 Penalty: 5378.654297
	Iteration 24Q: 3 clusters Score -4945606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4945617.000000 Penalty: 5378.654297
	Iteration 25Q: 3 clusters Score -4945617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4945611.500000 Penalty: 5378.654297
	Iteration 26Q: 3 clusters Score -4945612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4945616.500000 Penalty: 5378.654297
	Iteration 27Q: 3 clusters Score -4945616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4945616.500000 Penalty: 5378.654297
	Iteration 28F: 3 clusters Score -4945616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 32523 members 
Mstep: Class 3 contains 26577 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 154490 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Entering Unmasked Estep 
Score: -83784880.000000 Penalty: 68065.062500
Splitting cluster 1 changes total score from -83778416.000000 to -83784880.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (32523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Entering Unmasked Estep 
Score: -3104780.250000 Penalty: 2576.646240
	Iteration 0F: 2 clusters Score -3104780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3082744.500000 Penalty: 5153.292480
	Iteration 0F: 3 clusters Score -3082744 nChanged 14736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3090997.250000 Penalty: 5153.292480
	Iteration 1F: 3 clusters Score -3090997 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3092194.250000 Penalty: 5153.292480
	Iteration 2F: 3 clusters Score -3092194 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3093648.500000 Penalty: 5153.292480
	Iteration 3F: 3 clusters Score -3093648 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3095438.500000 Penalty: 5153.292480
	Iteration 4F: 3 clusters Score -3095438 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3097547.500000 Penalty: 5153.292480
	Iteration 5F: 3 clusters Score -3097548 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3099749.750000 Penalty: 5153.292480
	Iteration 6F: 3 clusters Score -3099750 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3101856.750000 Penalty: 5153.292480
	Iteration 7F: 3 clusters Score -3101857 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3103505.750000 Penalty: 5153.292480
	Iteration 8F: 3 clusters Score -3103506 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3104669.000000 Penalty: 5153.292480
	Iteration 9Q: 3 clusters Score -3104669 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3105331.000000 Penalty: 5153.292480
	Iteration 10Q: 3 clusters Score -3105331 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3105731.500000 Penalty: 5153.292480
	Iteration 11Q: 3 clusters Score -3105732 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3105978.000000 Penalty: 5153.292480
	Iteration 12Q: 3 clusters Score -3105978 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3106135.750000 Penalty: 5153.292480
	Iteration 13Q: 3 clusters Score -3106136 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3106233.000000 Penalty: 5153.292480
	Iteration 14Q: 3 clusters Score -3106233 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3106299.500000 Penalty: 5153.292480
	Iteration 15Q: 3 clusters Score -3106300 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3106346.250000 Penalty: 5153.292480
	Iteration 16Q: 3 clusters Score -3106346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3106385.750000 Penalty: 5153.292480
	Iteration 17Q: 3 clusters Score -3106386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3106397.500000 Penalty: 5153.292480
	Iteration 18Q: 3 clusters Score -3106398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3106415.500000 Penalty: 5153.292480
	Iteration 19Q: 3 clusters Score -3106416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3106436.750000 Penalty: 5153.292480
	Iteration 20F: 3 clusters Score -3106437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3106432.000000 Penalty: 5153.292480
	Iteration 21Q: 3 clusters Score -3106432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3106435.500000 Penalty: 5153.292480
	Iteration 22Q: 3 clusters Score -3106436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3106437.000000 Penalty: 5153.292480
	Iteration 23Q: 3 clusters Score -3106437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3106432.750000 Penalty: 5153.292480
	Iteration 24Q: 3 clusters Score -3106433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3106429.000000 Penalty: 5153.292480
	Iteration 25Q: 3 clusters Score -3106429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3106431.500000 Penalty: 5153.292480
	Iteration 26Q: 3 clusters Score -3106432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3106433.750000 Penalty: 5153.292480
	Iteration 27Q: 3 clusters Score -3106434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3106431.250000 Penalty: 5153.292480
	Iteration 28Q: 3 clusters Score -3106431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3106432.250000 Penalty: 5153.292480
	Iteration 29Q: 3 clusters Score -3106432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3106440.250000 Penalty: 5153.292480
	Iteration 30Q: 3 clusters Score -3106440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3106442.750000 Penalty: 5153.292480
	Iteration 31Q: 3 clusters Score -3106443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3106450.500000 Penalty: 5153.292480
	Iteration 32Q: 3 clusters Score -3106450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3106449.000000 Penalty: 5153.292480
	Iteration 33Q: 3 clusters Score -3106449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3106453.500000 Penalty: 5153.292480
	Iteration 34Q: 3 clusters Score -3106454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3106456.000000 Penalty: 5153.292480
	Iteration 35Q: 3 clusters Score -3106456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3106458.750000 Penalty: 5153.292480
	Iteration 36Q: 3 clusters Score -3106459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3106459.000000 Penalty: 5153.292480
	Iteration 37Q: 3 clusters Score -3106459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3106453.500000 Penalty: 5153.292480
	Iteration 38Q: 3 clusters Score -3106454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3106453.500000 Penalty: 5153.292480
	Iteration 39F: 3 clusters Score -3106454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 26577 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 154490 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
Score: -83785928.000000 Penalty: 71468.312500
Splitting cluster 2 changes total score from -83778416.000000 to -83785928.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (26577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Entering Unmasked Estep 
Score: -2465924.750000 Penalty: 2526.574707
	Iteration 0F: 2 clusters Score -2465925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2447611.750000 Penalty: 5053.149414
	Iteration 0F: 3 clusters Score -2447612 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2455190.500000 Penalty: 5053.149414
	Iteration 1F: 3 clusters Score -2455190 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2459072.250000 Penalty: 5053.149414
	Iteration 2F: 3 clusters Score -2459072 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2465524.250000 Penalty: 5053.149414
	Iteration 3F: 3 clusters Score -2465524 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2469224.750000 Penalty: 5053.149414
	Iteration 4F: 3 clusters Score -2469225 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2470407.000000 Penalty: 5053.149414
	Iteration 5F: 3 clusters Score -2470407 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2470767.750000 Penalty: 5053.149414
	Iteration 6Q: 3 clusters Score -2470768 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2470927.500000 Penalty: 5053.149414
	Iteration 7Q: 3 clusters Score -2470928 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2471023.500000 Penalty: 5053.149414
	Iteration 8Q: 3 clusters Score -2471024 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2471101.750000 Penalty: 5053.149414
	Iteration 9Q: 3 clusters Score -2471102 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2471172.500000 Penalty: 5053.149414
	Iteration 10Q: 3 clusters Score -2471172 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2471205.750000 Penalty: 5053.149414
	Iteration 11Q: 3 clusters Score -2471206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2471239.750000 Penalty: 5053.149414
	Iteration 12Q: 3 clusters Score -2471240 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2471300.500000 Penalty: 5053.149414
	Iteration 13Q: 3 clusters Score -2471300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2471328.250000 Penalty: 5053.149414
	Iteration 14Q: 3 clusters Score -2471328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2471367.250000 Penalty: 5053.149414
	Iteration 15Q: 3 clusters Score -2471367 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2471380.250000 Penalty: 5053.149414
	Iteration 16Q: 3 clusters Score -2471380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2471419.250000 Penalty: 5053.149414
	Iteration 17Q: 3 clusters Score -2471419 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2471448.500000 Penalty: 5053.149414
	Iteration 18Q: 3 clusters Score -2471448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2471465.500000 Penalty: 5053.149414
	Iteration 19Q: 3 clusters Score -2471466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2471481.250000 Penalty: 5053.149414
	Iteration 20F: 3 clusters Score -2471481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2471507.250000 Penalty: 5053.149414
	Iteration 21Q: 3 clusters Score -2471507 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2471548.250000 Penalty: 5053.149414
	Iteration 22Q: 3 clusters Score -2471548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2471581.750000 Penalty: 5053.149414
	Iteration 23Q: 3 clusters Score -2471582 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2471614.750000 Penalty: 5053.149414
	Iteration 24Q: 3 clusters Score -2471615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2471625.250000 Penalty: 5053.149414
	Iteration 25Q: 3 clusters Score -2471625 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2471642.750000 Penalty: 5053.149414
	Iteration 26Q: 3 clusters Score -2471643 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2471668.250000 Penalty: 5053.149414
	Iteration 27Q: 3 clusters Score -2471668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2471703.750000 Penalty: 5053.149414
	Iteration 28Q: 3 clusters Score -2471704 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2471729.750000 Penalty: 5053.149414
	Iteration 29Q: 3 clusters Score -2471730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2471760.500000 Penalty: 5053.149414
	Iteration 30Q: 3 clusters Score -2471760 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2471788.750000 Penalty: 5053.149414
	Iteration 31Q: 3 clusters Score -2471789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2471818.000000 Penalty: 5053.149414
	Iteration 32Q: 3 clusters Score -2471818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2471830.000000 Penalty: 5053.149414
	Iteration 33Q: 3 clusters Score -2471830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2471846.750000 Penalty: 5053.149414
	Iteration 34Q: 3 clusters Score -2471847 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2471866.500000 Penalty: 5053.149414
	Iteration 35Q: 3 clusters Score -2471866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2471897.250000 Penalty: 5053.149414
	Iteration 36Q: 3 clusters Score -2471897 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2471914.750000 Penalty: 5053.149414
	Iteration 37Q: 3 clusters Score -2471915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2471926.500000 Penalty: 5053.149414
	Iteration 38Q: 3 clusters Score -2471926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2471945.250000 Penalty: 5053.149414
	Iteration 39Q: 3 clusters Score -2471945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2471968.500000 Penalty: 5053.149414
	Iteration 40F: 3 clusters Score -2471968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2472004.500000 Penalty: 5053.149414
	Iteration 41Q: 3 clusters Score -2472004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2472039.000000 Penalty: 5053.149414
	Iteration 42Q: 3 clusters Score -2472039 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2472076.250000 Penalty: 5053.149414
	Iteration 43Q: 3 clusters Score -2472076 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2472105.500000 Penalty: 5053.149414
	Iteration 44Q: 3 clusters Score -2472106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2472127.250000 Penalty: 5053.149414
	Iteration 45Q: 3 clusters Score -2472127 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2472150.500000 Penalty: 5053.149414
	Iteration 46Q: 3 clusters Score -2472150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2472176.000000 Penalty: 5053.149414
	Iteration 47Q: 3 clusters Score -2472176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2472198.250000 Penalty: 5053.149414
	Iteration 48Q: 3 clusters Score -2472198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2472229.000000 Penalty: 5053.149414
	Iteration 49Q: 3 clusters Score -2472229 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2472264.750000 Penalty: 5053.149414
	Iteration 50Q: 3 clusters Score -2472265 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2472282.000000 Penalty: 5053.149414
	Iteration 51Q: 3 clusters Score -2472282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2472294.250000 Penalty: 5053.149414
	Iteration 52Q: 3 clusters Score -2472294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2472335.250000 Penalty: 5053.149414
	Iteration 53Q: 3 clusters Score -2472335 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2472383.750000 Penalty: 5053.149414
	Iteration 54Q: 3 clusters Score -2472384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2472431.000000 Penalty: 5053.149414
	Iteration 55Q: 3 clusters Score -2472431 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2472482.500000 Penalty: 5053.149414
	Iteration 56Q: 3 clusters Score -2472482 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2472536.250000 Penalty: 5053.149414
	Iteration 57Q: 3 clusters Score -2472536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2472589.250000 Penalty: 5053.149414
	Iteration 58Q: 3 clusters Score -2472589 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2472615.500000 Penalty: 5053.149414
	Iteration 59Q: 3 clusters Score -2472616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2472640.750000 Penalty: 5053.149414
	Iteration 60F: 3 clusters Score -2472641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2472659.500000 Penalty: 5053.149414
	Iteration 61Q: 3 clusters Score -2472660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2472665.000000 Penalty: 5053.149414
	Iteration 62Q: 3 clusters Score -2472665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2472677.000000 Penalty: 5053.149414
	Iteration 63Q: 3 clusters Score -2472677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2472682.000000 Penalty: 5053.149414
	Iteration 64Q: 3 clusters Score -2472682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2472685.000000 Penalty: 5053.149414
	Iteration 65Q: 3 clusters Score -2472685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2472682.750000 Penalty: 5053.149414
	Iteration 66Q: 3 clusters Score -2472683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2472686.500000 Penalty: 5053.149414
	Iteration 67Q: 3 clusters Score -2472686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2472689.000000 Penalty: 5053.149414
	Iteration 68Q: 3 clusters Score -2472689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2472684.000000 Penalty: 5053.149414
	Iteration 69Q: 3 clusters Score -2472684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2472686.000000 Penalty: 5053.149414
	Iteration 70Q: 3 clusters Score -2472686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2472681.000000 Penalty: 5053.149414
	Iteration 71Q: 3 clusters Score -2472681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2472680.750000 Penalty: 5053.149414
	Iteration 72Q: 3 clusters Score -2472681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2472681.500000 Penalty: 5053.149414
	Iteration 73Q: 3 clusters Score -2472682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2472678.750000 Penalty: 5053.149414
	Iteration 74Q: 3 clusters Score -2472679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2472678.750000 Penalty: 5053.149414
	Iteration 75F: 3 clusters Score -2472679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 154490 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Entering Unmasked Estep 
Score: -83791336.000000 Penalty: 74871.570312
Splitting cluster 3 changes total score from -83778416.000000 to -83791336.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (14971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Entering Unmasked Estep 
Score: -1458375.625000 Penalty: 2384.239990
	Iteration 0F: 2 clusters Score -1458376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1447652.625000 Penalty: 4768.479980
	Iteration 0F: 3 clusters Score -1447653 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1452885.250000 Penalty: 4768.479980
	Iteration 1F: 3 clusters Score -1452885 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1458420.375000 Penalty: 4768.479980
	Iteration 2F: 3 clusters Score -1458420 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1463579.625000 Penalty: 4768.479980
	Iteration 3F: 3 clusters Score -1463580 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1464669.500000 Penalty: 4768.479980
	Iteration 4F: 3 clusters Score -1464670 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1464782.875000 Penalty: 4768.479980
	Iteration 5Q: 3 clusters Score -1464783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1464812.250000 Penalty: 4768.479980
	Iteration 6Q: 3 clusters Score -1464812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1464818.375000 Penalty: 4768.479980
	Iteration 7Q: 3 clusters Score -1464818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1464822.250000 Penalty: 4768.479980
	Iteration 8Q: 3 clusters Score -1464822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1464825.000000 Penalty: 4768.479980
	Iteration 9Q: 3 clusters Score -1464825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1464822.500000 Penalty: 4768.479980
	Iteration 10Q: 3 clusters Score -1464822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1464824.875000 Penalty: 4768.479980
	Iteration 11Q: 3 clusters Score -1464825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1464824.875000 Penalty: 4768.479980
	Iteration 12F: 3 clusters Score -1464825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 154490 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Entering Unmasked Estep 
Score: -83796976.000000 Penalty: 78274.820312
Splitting cluster 4 changes total score from -83778416.000000 to -83796976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (154490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Entering Unmasked Estep 
Score: -14787112.000000 Penalty: 2963.075439
	Iteration 0F: 2 clusters Score -1.478711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -14683903.000000 Penalty: 5926.150879
	Iteration 0F: 3 clusters Score -1.46839e+07 nChanged 73694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -14727684.000000 Penalty: 5926.150879
	Iteration 1F: 3 clusters Score -1.472768e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -14730216.000000 Penalty: 5926.150879
	Iteration 2Q: 3 clusters Score -1.473022e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -14734293.000000 Penalty: 5926.150879
	Iteration 3Q: 3 clusters Score -1.473429e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -14741308.000000 Penalty: 5926.150879
	Iteration 4F: 3 clusters Score -1.474131e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -14751522.000000 Penalty: 5926.150879
	Iteration 5F: 3 clusters Score -1.475152e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -14761392.000000 Penalty: 5926.150879
	Iteration 6F: 3 clusters Score -1.476139e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -14767820.000000 Penalty: 5926.150879
	Iteration 7F: 3 clusters Score -1.476782e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -14771620.000000 Penalty: 5926.150879
	Iteration 8Q: 3 clusters Score -1.477162e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -14774379.000000 Penalty: 5926.150879
	Iteration 9Q: 3 clusters Score -1.477438e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -14776583.000000 Penalty: 5926.150879
	Iteration 10Q: 3 clusters Score -1.477658e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -14779510.000000 Penalty: 5926.150879
	Iteration 11Q: 3 clusters Score -1.477951e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -14783745.000000 Penalty: 5926.150879
	Iteration 12Q: 3 clusters Score -1.478374e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -14788238.000000 Penalty: 5926.150879
	Iteration 13Q: 3 clusters Score -1.478824e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -14791033.000000 Penalty: 5926.150879
	Iteration 14Q: 3 clusters Score -1.479103e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -14792210.000000 Penalty: 5926.150879
	Iteration 15Q: 3 clusters Score -1.479221e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -14792725.000000 Penalty: 5926.150879
	Iteration 16Q: 3 clusters Score -1.479272e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -14792979.000000 Penalty: 5926.150879
	Iteration 17Q: 3 clusters Score -1.479298e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -14792981.000000 Penalty: 5926.150879
	Iteration 18Q: 3 clusters Score -1.479298e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -14793029.000000 Penalty: 5926.150879
	Iteration 19Q: 3 clusters Score -1.479303e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -14793056.000000 Penalty: 5926.150879
	Iteration 20F: 3 clusters Score -1.479306e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -14793106.000000 Penalty: 5926.150879
	Iteration 21Q: 3 clusters Score -1.479311e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -14793090.000000 Penalty: 5926.150879
	Iteration 22Q: 3 clusters Score -1.479309e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -14793107.000000 Penalty: 5926.150879
	Iteration 23Q: 3 clusters Score -1.479311e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -14793134.000000 Penalty: 5926.150879
	Iteration 24Q: 3 clusters Score -1.479313e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -14793139.000000 Penalty: 5926.150879
	Iteration 25Q: 3 clusters Score -1.479314e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -14793151.000000 Penalty: 5926.150879
	Iteration 26Q: 3 clusters Score -1.479315e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -14793154.000000 Penalty: 5926.150879
	Iteration 27Q: 3 clusters Score -1.479315e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -14793169.000000 Penalty: 5926.150879
	Iteration 28Q: 3 clusters Score -1.479317e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -14793246.000000 Penalty: 5926.150879
	Iteration 29Q: 3 clusters Score -1.479325e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -14793336.000000 Penalty: 5926.150879
	Iteration 30Q: 3 clusters Score -1.479334e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -14793405.000000 Penalty: 5926.150879
	Iteration 31Q: 3 clusters Score -1.47934e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -14793417.000000 Penalty: 5926.150879
	Iteration 32Q: 3 clusters Score -1.479342e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 98060 members 
Entering Unmasked Estep 
Score: -14793421.000000 Penalty: 5926.150879
	Iteration 33Q: 3 clusters Score -1.479342e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -14793474.000000 Penalty: 5926.150879
	Iteration 34Q: 3 clusters Score -1.479347e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -14793468.000000 Penalty: 5926.150879
	Iteration 35Q: 3 clusters Score -1.479347e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -14793448.000000 Penalty: 5926.150879
	Iteration 36Q: 3 clusters Score -1.479345e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -14793527.000000 Penalty: 5926.150879
	Iteration 37Q: 3 clusters Score -1.479353e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -14793549.000000 Penalty: 5926.150879
	Iteration 38Q: 3 clusters Score -1.479355e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -14793559.000000 Penalty: 5926.150879
	Iteration 39Q: 3 clusters Score -1.479356e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -14793552.000000 Penalty: 5926.150879
	Iteration 40F: 3 clusters Score -1.479355e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -14793493.000000 Penalty: 5926.150879
	Iteration 41Q: 3 clusters Score -1.479349e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -14793554.000000 Penalty: 5926.150879
	Iteration 42Q: 3 clusters Score -1.479355e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -14793620.000000 Penalty: 5926.150879
	Iteration 43Q: 3 clusters Score -1.479362e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -14793649.000000 Penalty: 5926.150879
	Iteration 44Q: 3 clusters Score -1.479365e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -14793654.000000 Penalty: 5926.150879
	Iteration 45Q: 3 clusters Score -1.479365e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -14793641.000000 Penalty: 5926.150879
	Iteration 46Q: 3 clusters Score -1.479364e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -14793712.000000 Penalty: 5926.150879
	Iteration 47Q: 3 clusters Score -1.479371e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -14793747.000000 Penalty: 5926.150879
	Iteration 48Q: 3 clusters Score -1.479375e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -14793834.000000 Penalty: 5926.150879
	Iteration 49Q: 3 clusters Score -1.479383e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -14793824.000000 Penalty: 5926.150879
	Iteration 50Q: 3 clusters Score -1.479382e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -14793892.000000 Penalty: 5926.150879
	Iteration 51Q: 3 clusters Score -1.479389e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -14793949.000000 Penalty: 5926.150879
	Iteration 52Q: 3 clusters Score -1.479395e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -14793958.000000 Penalty: 5926.150879
	Iteration 53Q: 3 clusters Score -1.479396e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -14794060.000000 Penalty: 5926.150879
	Iteration 54Q: 3 clusters Score -1.479406e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -14794108.000000 Penalty: 5926.150879
	Iteration 55Q: 3 clusters Score -1.479411e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -14794134.000000 Penalty: 5926.150879
	Iteration 56Q: 3 clusters Score -1.479413e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -14794209.000000 Penalty: 5926.150879
	Iteration 57Q: 3 clusters Score -1.479421e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -14794288.000000 Penalty: 5926.150879
	Iteration 58Q: 3 clusters Score -1.479429e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -14794316.000000 Penalty: 5926.150879
	Iteration 59Q: 3 clusters Score -1.479432e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -14794406.000000 Penalty: 5926.150879
	Iteration 60F: 3 clusters Score -1.479441e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -14794412.000000 Penalty: 5926.150879
	Iteration 61Q: 3 clusters Score -1.479441e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -14794433.000000 Penalty: 5926.150879
	Iteration 62Q: 3 clusters Score -1.479443e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -14794429.000000 Penalty: 5926.150879
	Iteration 63Q: 3 clusters Score -1.479443e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -14794515.000000 Penalty: 5926.150879
	Iteration 64Q: 3 clusters Score -1.479452e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -14794598.000000 Penalty: 5926.150879
	Iteration 65Q: 3 clusters Score -1.47946e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -14794657.000000 Penalty: 5926.150879
	Iteration 66Q: 3 clusters Score -1.479466e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -14794788.000000 Penalty: 5926.150879
	Iteration 67Q: 3 clusters Score -1.479479e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -14794843.000000 Penalty: 5926.150879
	Iteration 68Q: 3 clusters Score -1.479484e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -14794900.000000 Penalty: 5926.150879
	Iteration 69Q: 3 clusters Score -1.47949e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -14794960.000000 Penalty: 5926.150879
	Iteration 70Q: 3 clusters Score -1.479496e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -14795020.000000 Penalty: 5926.150879
	Iteration 71Q: 3 clusters Score -1.479502e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -14795045.000000 Penalty: 5926.150879
	Iteration 72Q: 3 clusters Score -1.479504e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -14795040.000000 Penalty: 5926.150879
	Iteration 73Q: 3 clusters Score -1.479504e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -14795064.000000 Penalty: 5926.150879
	Iteration 74Q: 3 clusters Score -1.479506e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -14795082.000000 Penalty: 5926.150879
	Iteration 75Q: 3 clusters Score -1.479508e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -14795103.000000 Penalty: 5926.150879
	Iteration 76Q: 3 clusters Score -1.47951e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -14795199.000000 Penalty: 5926.150879
	Iteration 77Q: 3 clusters Score -1.47952e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -14795211.000000 Penalty: 5926.150879
	Iteration 78Q: 3 clusters Score -1.479521e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 78690 members 
Entering Unmasked Estep 
Score: -14795191.000000 Penalty: 5926.150879
	Iteration 79Q: 3 clusters Score -1.479519e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -14795155.000000 Penalty: 5926.150879
	Iteration 80F: 3 clusters Score -1.479516e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -14795192.000000 Penalty: 5926.150879
	Iteration 81Q: 3 clusters Score -1.479519e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -14795257.000000 Penalty: 5926.150879
	Iteration 82Q: 3 clusters Score -1.479526e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -14795298.000000 Penalty: 5926.150879
	Iteration 83Q: 3 clusters Score -1.47953e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -14795292.000000 Penalty: 5926.150879
	Iteration 84Q: 3 clusters Score -1.479529e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -14795289.000000 Penalty: 5926.150879
	Iteration 85Q: 3 clusters Score -1.479529e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -14795326.000000 Penalty: 5926.150879
	Iteration 86Q: 3 clusters Score -1.479533e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -14795381.000000 Penalty: 5926.150879
	Iteration 87Q: 3 clusters Score -1.479538e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -14795361.000000 Penalty: 5926.150879
	Iteration 88Q: 3 clusters Score -1.479536e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -14795387.000000 Penalty: 5926.150879
	Iteration 89Q: 3 clusters Score -1.479539e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -14795374.000000 Penalty: 5926.150879
	Iteration 90Q: 3 clusters Score -1.479537e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -14795388.000000 Penalty: 5926.150879
	Iteration 91Q: 3 clusters Score -1.479539e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -14795427.000000 Penalty: 5926.150879
	Iteration 92Q: 3 clusters Score -1.479543e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -14795481.000000 Penalty: 5926.150879
	Iteration 93Q: 3 clusters Score -1.479548e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -14795485.000000 Penalty: 5926.150879
	Iteration 94Q: 3 clusters Score -1.479548e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -14795528.000000 Penalty: 5926.150879
	Iteration 95Q: 3 clusters Score -1.479553e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -14795538.000000 Penalty: 5926.150879
	Iteration 96Q: 3 clusters Score -1.479554e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -14795554.000000 Penalty: 5926.150879
	Iteration 97Q: 3 clusters Score -1.479555e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -14795551.000000 Penalty: 5926.150879
	Iteration 98Q: 3 clusters Score -1.479555e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -14795528.000000 Penalty: 5926.150879
	Iteration 99Q: 3 clusters Score -1.479553e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -14795555.000000 Penalty: 5926.150879
	Iteration 100F: 3 clusters Score -1.479556e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -14795536.000000 Penalty: 5926.150879
	Iteration 101Q: 3 clusters Score -1.479554e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -14795559.000000 Penalty: 5926.150879
	Iteration 102Q: 3 clusters Score -1.479556e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -14795551.000000 Penalty: 5926.150879
	Iteration 103Q: 3 clusters Score -1.479555e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -14795556.000000 Penalty: 5926.150879
	Iteration 104Q: 3 clusters Score -1.479556e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -14795578.000000 Penalty: 5926.150879
	Iteration 105Q: 3 clusters Score -1.479558e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -14795551.000000 Penalty: 5926.150879
	Iteration 106Q: 3 clusters Score -1.479555e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -14795588.000000 Penalty: 5926.150879
	Iteration 107Q: 3 clusters Score -1.479559e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -14795593.000000 Penalty: 5926.150879
	Iteration 108Q: 3 clusters Score -1.479559e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -14795611.000000 Penalty: 5926.150879
	Iteration 109Q: 3 clusters Score -1.479561e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -14795596.000000 Penalty: 5926.150879
	Iteration 110Q: 3 clusters Score -1.47956e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -14795613.000000 Penalty: 5926.150879
	Iteration 111Q: 3 clusters Score -1.479561e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -14795595.000000 Penalty: 5926.150879
	Iteration 112Q: 3 clusters Score -1.47956e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -14795598.000000 Penalty: 5926.150879
	Iteration 113Q: 3 clusters Score -1.47956e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -14795592.000000 Penalty: 5926.150879
	Iteration 114Q: 3 clusters Score -1.479559e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -14795618.000000 Penalty: 5926.150879
	Iteration 115Q: 3 clusters Score -1.479562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -14795594.000000 Penalty: 5926.150879
	Iteration 116Q: 3 clusters Score -1.479559e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -14795601.000000 Penalty: 5926.150879
	Iteration 117Q: 3 clusters Score -1.47956e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -14795600.000000 Penalty: 5926.150879
	Iteration 118Q: 3 clusters Score -1.47956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -14795610.000000 Penalty: 5926.150879
	Iteration 119Q: 3 clusters Score -1.479561e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -14795592.000000 Penalty: 5926.150879
	Iteration 120F: 3 clusters Score -1.479559e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -14795589.000000 Penalty: 5926.150879
	Iteration 121Q: 3 clusters Score -1.479559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -14795574.000000 Penalty: 5926.150879
	Iteration 122Q: 3 clusters Score -1.479557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -14795574.000000 Penalty: 5926.150879
	Iteration 123Q: 3 clusters Score -1.479557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -14795593.000000 Penalty: 5926.150879
	Iteration 124Q: 3 clusters Score -1.479559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -14795598.000000 Penalty: 5926.150879
	Iteration 125Q: 3 clusters Score -1.47956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -14795605.000000 Penalty: 5926.150879
	Iteration 126Q: 3 clusters Score -1.47956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -14795618.000000 Penalty: 5926.150879
	Iteration 127Q: 3 clusters Score -1.479562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -14795618.000000 Penalty: 5926.150879
	Iteration 128Q: 3 clusters Score -1.479562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -14795613.000000 Penalty: 5926.150879
	Iteration 129Q: 3 clusters Score -1.479561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -14795622.000000 Penalty: 5926.150879
	Iteration 130Q: 3 clusters Score -1.479562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -14795614.000000 Penalty: 5926.150879
	Iteration 131Q: 3 clusters Score -1.479561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -14795604.000000 Penalty: 5926.150879
	Iteration 132Q: 3 clusters Score -1.47956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -14795602.000000 Penalty: 5926.150879
	Iteration 133Q: 3 clusters Score -1.47956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -14795600.000000 Penalty: 5926.150879
	Iteration 134Q: 3 clusters Score -1.47956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -14795612.000000 Penalty: 5926.150879
	Iteration 135Q: 3 clusters Score -1.479561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -14795609.000000 Penalty: 5926.150879
	Iteration 136Q: 3 clusters Score -1.479561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -14795604.000000 Penalty: 5926.150879
	Iteration 137Q: 3 clusters Score -1.47956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -14795606.000000 Penalty: 5926.150879
	Iteration 138Q: 3 clusters Score -1.479561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -14795604.000000 Penalty: 5926.150879
	Iteration 139Q: 3 clusters Score -1.47956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -14795602.000000 Penalty: 5926.150879
	Iteration 140F: 3 clusters Score -1.47956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -14795594.000000 Penalty: 5926.150879
	Iteration 141Q: 3 clusters Score -1.479559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -14795598.000000 Penalty: 5926.150879
	Iteration 142Q: 3 clusters Score -1.47956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -14795601.000000 Penalty: 5926.150879
	Iteration 143Q: 3 clusters Score -1.47956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -14795612.000000 Penalty: 5926.150879
	Iteration 144Q: 3 clusters Score -1.479561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -14795615.000000 Penalty: 5926.150879
	Iteration 145Q: 3 clusters Score -1.479562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83450 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -14795612.000000 Penalty: 5926.150879
	Iteration 146Q: 3 clusters Score -1.479561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -14795610.000000 Penalty: 5926.150879
	Iteration 147Q: 3 clusters Score -1.479561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 71031 members 
Entering Unmasked Estep 
Score: -14795610.000000 Penalty: 5926.150879
	Iteration 148Q: 3 clusters Score -1.479561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -14795610.000000 Penalty: 5926.150879
	Iteration 149Q: 3 clusters Score -1.479561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -14795614.000000 Penalty: 5926.150879
	Iteration 150Q: 3 clusters Score -1.479561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -14795606.000000 Penalty: 5926.150879
	Iteration 151Q: 3 clusters Score -1.479561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -14795608.000000 Penalty: 5926.150879
	Iteration 152Q: 3 clusters Score -1.479561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -14795607.000000 Penalty: 5926.150879
	Iteration 153Q: 3 clusters Score -1.479561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -14795608.000000 Penalty: 5926.150879
	Iteration 154Q: 3 clusters Score -1.479561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -14795609.000000 Penalty: 5926.150879
	Iteration 155Q: 3 clusters Score -1.479561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -14795604.000000 Penalty: 5926.150879
	Iteration 156Q: 3 clusters Score -1.47956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -14795598.000000 Penalty: 5926.150879
	Iteration 157Q: 3 clusters Score -1.47956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -14795594.000000 Penalty: 5926.150879
	Iteration 158Q: 3 clusters Score -1.479559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -14795594.000000 Penalty: 5926.150879
	Iteration 159Q: 3 clusters Score -1.479559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -14795603.000000 Penalty: 5926.150879
	Iteration 160F: 3 clusters Score -1.47956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -14795611.000000 Penalty: 5926.150879
	Iteration 161Q: 3 clusters Score -1.479561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -14795611.000000 Penalty: 5926.150879
	Iteration 162F: 3 clusters Score -1.479561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 62756 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Entering Unmasked Estep 
Score: -83805184.000000 Penalty: 81678.070312
Splitting cluster 5 changes total score from -83778416.000000 to -83805184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (62756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Entering Unmasked Estep 
Score: -5931270.500000 Penalty: 2739.658447
	Iteration 0F: 2 clusters Score -5931270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -5889185.000000 Penalty: 5479.316895
	Iteration 0F: 3 clusters Score -5889185 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5906990.000000 Penalty: 5479.316895
	Iteration 1F: 3 clusters Score -5906990 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -5910208.500000 Penalty: 5479.316895
	Iteration 2F: 3 clusters Score -5910208 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5915389.500000 Penalty: 5479.316895
	Iteration 3F: 3 clusters Score -5915390 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5922388.000000 Penalty: 5479.316895
	Iteration 4F: 3 clusters Score -5922388 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5929692.500000 Penalty: 5479.316895
	Iteration 5F: 3 clusters Score -5929692 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5934401.000000 Penalty: 5479.316895
	Iteration 6F: 3 clusters Score -5934401 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5936030.500000 Penalty: 5479.316895
	Iteration 7Q: 3 clusters Score -5936030 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5936513.500000 Penalty: 5479.316895
	Iteration 8Q: 3 clusters Score -5936514 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5936715.500000 Penalty: 5479.316895
	Iteration 9Q: 3 clusters Score -5936716 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5936807.000000 Penalty: 5479.316895
	Iteration 10Q: 3 clusters Score -5936807 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5936914.000000 Penalty: 5479.316895
	Iteration 11Q: 3 clusters Score -5936914 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -5937018.000000 Penalty: 5479.316895
	Iteration 12Q: 3 clusters Score -5937018 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5937179.000000 Penalty: 5479.316895
	Iteration 13Q: 3 clusters Score -5937179 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -5937345.000000 Penalty: 5479.316895
	Iteration 14Q: 3 clusters Score -5937345 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -5937538.500000 Penalty: 5479.316895
	Iteration 15Q: 3 clusters Score -5937538 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5937793.000000 Penalty: 5479.316895
	Iteration 16Q: 3 clusters Score -5937793 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -5938207.500000 Penalty: 5479.316895
	Iteration 17Q: 3 clusters Score -5938208 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -5938823.500000 Penalty: 5479.316895
	Iteration 18Q: 3 clusters Score -5938824 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5939797.500000 Penalty: 5479.316895
	Iteration 19Q: 3 clusters Score -5939798 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5941638.500000 Penalty: 5479.316895
	Iteration 20F: 3 clusters Score -5941638 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -5944767.000000 Penalty: 5479.316895
	Iteration 21Q: 3 clusters Score -5944767 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -5948115.000000 Penalty: 5479.316895
	Iteration 22Q: 3 clusters Score -5948115 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5949281.500000 Penalty: 5479.316895
	Iteration 23Q: 3 clusters Score -5949282 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -5949478.000000 Penalty: 5479.316895
	Iteration 24Q: 3 clusters Score -5949478 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5949515.000000 Penalty: 5479.316895
	Iteration 25Q: 3 clusters Score -5949515 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5949541.000000 Penalty: 5479.316895
	Iteration 26Q: 3 clusters Score -5949541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5949542.500000 Penalty: 5479.316895
	Iteration 27Q: 3 clusters Score -5949542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -5949534.500000 Penalty: 5479.316895
	Iteration 28Q: 3 clusters Score -5949534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5949558.500000 Penalty: 5479.316895
	Iteration 29Q: 3 clusters Score -5949558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5949555.000000 Penalty: 5479.316895
	Iteration 30Q: 3 clusters Score -5949555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -5949556.000000 Penalty: 5479.316895
	Iteration 31Q: 3 clusters Score -5949556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -5949556.500000 Penalty: 5479.316895
	Iteration 32Q: 3 clusters Score -5949556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5949558.000000 Penalty: 5479.316895
	Iteration 33Q: 3 clusters Score -5949558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5949558.000000 Penalty: 5479.316895
	Iteration 34F: 3 clusters Score -5949558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Entering Unmasked Estep 
Score: -83822872.000000 Penalty: 85081.328125
Splitting cluster 6 changes total score from -83778416.000000 to -83822872.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -327891.437500 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -327891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -324207.375000 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -324207.4 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -326743.031250 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -326743 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -329418.250000 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -329418.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -332486.000000 Penalty: 4102.180176
	Iteration 3F: 3 clusters Score -332486 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -335254.250000 Penalty: 4102.180176
	Iteration 4F: 3 clusters Score -335254.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -337926.156250 Penalty: 4102.180176
	Iteration 5Q: 3 clusters Score -337926.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -341863.718750 Penalty: 4102.180176
	Iteration 6Q: 3 clusters Score -341863.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -342542.687500 Penalty: 4102.180176
	Iteration 7Q: 3 clusters Score -342542.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -342572.468750 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -342572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -342599.906250 Penalty: 4102.180176
	Iteration 9Q: 3 clusters Score -342599.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -342680.406250 Penalty: 4102.180176
	Iteration 10Q: 3 clusters Score -342680.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -342790.125000 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -342790.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -342869.812500 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -342869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -342974.156250 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -342974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -343110.406250 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -343110.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -343387.718750 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -343387.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -343644.250000 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -343644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -343726.031250 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -343726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -343735.281250 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -343735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -343774.875000 Penalty: 4102.180176
	Iteration 19F: 3 clusters Score -343774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -343799.750000 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -343799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -343806.625000 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -343806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -343808.125000 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -343808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -343808.125000 Penalty: 4102.180176
	Iteration 23F: 3 clusters Score -343808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 17549 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Entering Unmasked Estep 
Score: -83837584.000000 Penalty: 88484.578125
Splitting cluster 7 changes total score from -83778416.000000 to -83837584.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (17549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Entering Unmasked Estep 
Score: -1593006.625000 Penalty: 2423.642334
	Iteration 0F: 2 clusters Score -1593007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1580563.500000 Penalty: 4847.284668
	Iteration 0F: 3 clusters Score -1580564 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1586111.750000 Penalty: 4847.284668
	Iteration 1F: 3 clusters Score -1586112 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1588161.250000 Penalty: 4847.284668
	Iteration 2F: 3 clusters Score -1588161 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1590015.875000 Penalty: 4847.284668
	Iteration 3F: 3 clusters Score -1590016 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1591569.125000 Penalty: 4847.284668
	Iteration 4F: 3 clusters Score -1591569 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1592938.875000 Penalty: 4847.284668
	Iteration 5F: 3 clusters Score -1592939 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1594102.625000 Penalty: 4847.284668
	Iteration 6F: 3 clusters Score -1594103 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1595110.000000 Penalty: 4847.284668
	Iteration 7Q: 3 clusters Score -1595110 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1595953.375000 Penalty: 4847.284668
	Iteration 8Q: 3 clusters Score -1595953 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1596334.500000 Penalty: 4847.284668
	Iteration 9Q: 3 clusters Score -1596334 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1596508.375000 Penalty: 4847.284668
	Iteration 10Q: 3 clusters Score -1596508 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1596637.875000 Penalty: 4847.284668
	Iteration 11Q: 3 clusters Score -1596638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1596772.000000 Penalty: 4847.284668
	Iteration 12Q: 3 clusters Score -1596772 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1596904.500000 Penalty: 4847.284668
	Iteration 13Q: 3 clusters Score -1596904 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1597046.375000 Penalty: 4847.284668
	Iteration 14Q: 3 clusters Score -1597046 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1597222.875000 Penalty: 4847.284668
	Iteration 15Q: 3 clusters Score -1597223 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1597408.250000 Penalty: 4847.284668
	Iteration 16Q: 3 clusters Score -1597408 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1597560.875000 Penalty: 4847.284668
	Iteration 17Q: 3 clusters Score -1597561 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1597650.750000 Penalty: 4847.284668
	Iteration 18Q: 3 clusters Score -1597651 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1597711.625000 Penalty: 4847.284668
	Iteration 19Q: 3 clusters Score -1597712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1597768.000000 Penalty: 4847.284668
	Iteration 20F: 3 clusters Score -1597768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1597827.625000 Penalty: 4847.284668
	Iteration 21Q: 3 clusters Score -1597828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1597892.250000 Penalty: 4847.284668
	Iteration 22Q: 3 clusters Score -1597892 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1597949.250000 Penalty: 4847.284668
	Iteration 23Q: 3 clusters Score -1597949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1597993.125000 Penalty: 4847.284668
	Iteration 24Q: 3 clusters Score -1597993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1598031.250000 Penalty: 4847.284668
	Iteration 25Q: 3 clusters Score -1598031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1598062.250000 Penalty: 4847.284668
	Iteration 26Q: 3 clusters Score -1598062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1598099.250000 Penalty: 4847.284668
	Iteration 27Q: 3 clusters Score -1598099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1598133.250000 Penalty: 4847.284668
	Iteration 28Q: 3 clusters Score -1598133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1598161.625000 Penalty: 4847.284668
	Iteration 29Q: 3 clusters Score -1598162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1598194.875000 Penalty: 4847.284668
	Iteration 30Q: 3 clusters Score -1598195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1598214.125000 Penalty: 4847.284668
	Iteration 31Q: 3 clusters Score -1598214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1598223.250000 Penalty: 4847.284668
	Iteration 32Q: 3 clusters Score -1598223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1598232.875000 Penalty: 4847.284668
	Iteration 33Q: 3 clusters Score -1598233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1598251.000000 Penalty: 4847.284668
	Iteration 34Q: 3 clusters Score -1598251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1598258.625000 Penalty: 4847.284668
	Iteration 35Q: 3 clusters Score -1598259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1598268.125000 Penalty: 4847.284668
	Iteration 36Q: 3 clusters Score -1598268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1598274.750000 Penalty: 4847.284668
	Iteration 37Q: 3 clusters Score -1598275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1598280.250000 Penalty: 4847.284668
	Iteration 38Q: 3 clusters Score -1598280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1598281.000000 Penalty: 4847.284668
	Iteration 39Q: 3 clusters Score -1598281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1598288.000000 Penalty: 4847.284668
	Iteration 40F: 3 clusters Score -1598288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1598292.250000 Penalty: 4847.284668
	Iteration 41Q: 3 clusters Score -1598292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1598296.500000 Penalty: 4847.284668
	Iteration 42Q: 3 clusters Score -1598296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1598303.375000 Penalty: 4847.284668
	Iteration 43Q: 3 clusters Score -1598303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1598315.375000 Penalty: 4847.284668
	Iteration 44Q: 3 clusters Score -1598315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1598335.125000 Penalty: 4847.284668
	Iteration 45Q: 3 clusters Score -1598335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1598356.625000 Penalty: 4847.284668
	Iteration 46Q: 3 clusters Score -1598357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1598369.000000 Penalty: 4847.284668
	Iteration 47Q: 3 clusters Score -1598369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1598393.000000 Penalty: 4847.284668
	Iteration 48Q: 3 clusters Score -1598393 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1598420.625000 Penalty: 4847.284668
	Iteration 49Q: 3 clusters Score -1598421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1598438.125000 Penalty: 4847.284668
	Iteration 50Q: 3 clusters Score -1598438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1598459.750000 Penalty: 4847.284668
	Iteration 51Q: 3 clusters Score -1598460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1598474.875000 Penalty: 4847.284668
	Iteration 52Q: 3 clusters Score -1598475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1598482.000000 Penalty: 4847.284668
	Iteration 53Q: 3 clusters Score -1598482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1598484.625000 Penalty: 4847.284668
	Iteration 54Q: 3 clusters Score -1598485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1598491.000000 Penalty: 4847.284668
	Iteration 55Q: 3 clusters Score -1598491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1598495.625000 Penalty: 4847.284668
	Iteration 56Q: 3 clusters Score -1598496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1598498.125000 Penalty: 4847.284668
	Iteration 57Q: 3 clusters Score -1598498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1598498.125000 Penalty: 4847.284668
	Iteration 58Q: 3 clusters Score -1598498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1598497.375000 Penalty: 4847.284668
	Iteration 59Q: 3 clusters Score -1598497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1598497.000000 Penalty: 4847.284668
	Iteration 60F: 3 clusters Score -1598497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Entering Unmasked Estep 
Score: -83842832.000000 Penalty: 91887.835938
Splitting cluster 8 changes total score from -83778416.000000 to -83842832.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (14273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Entering Unmasked Estep 
Score: -1063519.750000 Penalty: 2372.398926
	Iteration 0F: 2 clusters Score -1063520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1053144.250000 Penalty: 4744.797852
	Iteration 0F: 3 clusters Score -1053144 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1058488.250000 Penalty: 4744.797852
	Iteration 1F: 3 clusters Score -1058488 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1061609.875000 Penalty: 4744.797852
	Iteration 2F: 3 clusters Score -1061610 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1064259.250000 Penalty: 4744.797852
	Iteration 3F: 3 clusters Score -1064259 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1066168.000000 Penalty: 4744.797852
	Iteration 4F: 3 clusters Score -1066168 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1067429.875000 Penalty: 4744.797852
	Iteration 5F: 3 clusters Score -1067430 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1068242.250000 Penalty: 4744.797852
	Iteration 6Q: 3 clusters Score -1068242 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1068623.500000 Penalty: 4744.797852
	Iteration 7Q: 3 clusters Score -1068624 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1068824.875000 Penalty: 4744.797852
	Iteration 8Q: 3 clusters Score -1068825 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1068939.625000 Penalty: 4744.797852
	Iteration 9Q: 3 clusters Score -1068940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1068990.250000 Penalty: 4744.797852
	Iteration 10Q: 3 clusters Score -1068990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1069026.750000 Penalty: 4744.797852
	Iteration 11Q: 3 clusters Score -1069027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1069056.750000 Penalty: 4744.797852
	Iteration 12Q: 3 clusters Score -1069057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1069080.125000 Penalty: 4744.797852
	Iteration 13Q: 3 clusters Score -1069080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1069103.625000 Penalty: 4744.797852
	Iteration 14Q: 3 clusters Score -1069104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1069130.625000 Penalty: 4744.797852
	Iteration 15Q: 3 clusters Score -1069131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1069154.875000 Penalty: 4744.797852
	Iteration 16Q: 3 clusters Score -1069155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1069166.250000 Penalty: 4744.797852
	Iteration 17Q: 3 clusters Score -1069166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1069177.250000 Penalty: 4744.797852
	Iteration 18Q: 3 clusters Score -1069177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1069180.500000 Penalty: 4744.797852
	Iteration 19Q: 3 clusters Score -1069180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1069187.250000 Penalty: 4744.797852
	Iteration 20F: 3 clusters Score -1069187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1069190.750000 Penalty: 4744.797852
	Iteration 21Q: 3 clusters Score -1069191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1069190.250000 Penalty: 4744.797852
	Iteration 22Q: 3 clusters Score -1069190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1069190.875000 Penalty: 4744.797852
	Iteration 23Q: 3 clusters Score -1069191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1069195.000000 Penalty: 4744.797852
	Iteration 24Q: 3 clusters Score -1069195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1069193.875000 Penalty: 4744.797852
	Iteration 25Q: 3 clusters Score -1069194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1069196.750000 Penalty: 4744.797852
	Iteration 26Q: 3 clusters Score -1069197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1069192.875000 Penalty: 4744.797852
	Iteration 27Q: 3 clusters Score -1069193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1069192.625000 Penalty: 4744.797852
	Iteration 28Q: 3 clusters Score -1069193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1069194.000000 Penalty: 4744.797852
	Iteration 29Q: 3 clusters Score -1069194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1069198.375000 Penalty: 4744.797852
	Iteration 30Q: 3 clusters Score -1069198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1069198.750000 Penalty: 4744.797852
	Iteration 31Q: 3 clusters Score -1069199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1069198.750000 Penalty: 4744.797852
	Iteration 32F: 3 clusters Score -1069199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Entering Unmasked Estep 
Score: -83847184.000000 Penalty: 95291.085938
Splitting cluster 9 changes total score from -83778416.000000 to -83847184.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (22213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Entering Unmasked Estep 
Score: -2038697.750000 Penalty: 2482.091553
	Iteration 0F: 2 clusters Score -2038698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2023334.000000 Penalty: 4964.183105
	Iteration 0F: 3 clusters Score -2023334 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2030551.750000 Penalty: 4964.183105
	Iteration 1F: 3 clusters Score -2030552 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2033578.875000 Penalty: 4964.183105
	Iteration 2F: 3 clusters Score -2033579 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2036463.375000 Penalty: 4964.183105
	Iteration 3F: 3 clusters Score -2036463 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2038697.375000 Penalty: 4964.183105
	Iteration 4F: 3 clusters Score -2038697 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2039796.500000 Penalty: 4964.183105
	Iteration 5F: 3 clusters Score -2039796 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2040540.625000 Penalty: 4964.183105
	Iteration 6Q: 3 clusters Score -2040541 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2041225.250000 Penalty: 4964.183105
	Iteration 7Q: 3 clusters Score -2041225 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2041821.375000 Penalty: 4964.183105
	Iteration 8Q: 3 clusters Score -2041821 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2042309.750000 Penalty: 4964.183105
	Iteration 9Q: 3 clusters Score -2042310 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2042758.500000 Penalty: 4964.183105
	Iteration 10Q: 3 clusters Score -2042758 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2043213.625000 Penalty: 4964.183105
	Iteration 11Q: 3 clusters Score -2043214 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2043628.375000 Penalty: 4964.183105
	Iteration 12Q: 3 clusters Score -2043628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2044008.625000 Penalty: 4964.183105
	Iteration 13Q: 3 clusters Score -2044009 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2044279.500000 Penalty: 4964.183105
	Iteration 14Q: 3 clusters Score -2044280 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2044468.500000 Penalty: 4964.183105
	Iteration 15Q: 3 clusters Score -2044468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2044606.250000 Penalty: 4964.183105
	Iteration 16Q: 3 clusters Score -2044606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2044712.375000 Penalty: 4964.183105
	Iteration 17Q: 3 clusters Score -2044712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2044786.500000 Penalty: 4964.183105
	Iteration 18Q: 3 clusters Score -2044786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2044876.625000 Penalty: 4964.183105
	Iteration 19Q: 3 clusters Score -2044877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2044969.500000 Penalty: 4964.183105
	Iteration 20F: 3 clusters Score -2044970 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2045065.500000 Penalty: 4964.183105
	Iteration 21Q: 3 clusters Score -2045066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2045223.750000 Penalty: 4964.183105
	Iteration 22Q: 3 clusters Score -2045224 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2045406.125000 Penalty: 4964.183105
	Iteration 23Q: 3 clusters Score -2045406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2045605.125000 Penalty: 4964.183105
	Iteration 24Q: 3 clusters Score -2045605 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2045802.750000 Penalty: 4964.183105
	Iteration 25Q: 3 clusters Score -2045803 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2045948.500000 Penalty: 4964.183105
	Iteration 26Q: 3 clusters Score -2045948 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2046011.375000 Penalty: 4964.183105
	Iteration 27Q: 3 clusters Score -2046011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2046037.250000 Penalty: 4964.183105
	Iteration 28Q: 3 clusters Score -2046037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2046041.000000 Penalty: 4964.183105
	Iteration 29Q: 3 clusters Score -2046041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2046043.750000 Penalty: 4964.183105
	Iteration 30Q: 3 clusters Score -2046044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2046045.875000 Penalty: 4964.183105
	Iteration 31Q: 3 clusters Score -2046046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2046046.625000 Penalty: 4964.183105
	Iteration 32Q: 3 clusters Score -2046047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2046044.875000 Penalty: 4964.183105
	Iteration 33Q: 3 clusters Score -2046045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2046056.250000 Penalty: 4964.183105
	Iteration 34F: 3 clusters Score -2046056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2046059.500000 Penalty: 4964.183105
	Iteration 35Q: 3 clusters Score -2046060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2046060.000000 Penalty: 4964.183105
	Iteration 36Q: 3 clusters Score -2046060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2046059.500000 Penalty: 4964.183105
	Iteration 37Q: 3 clusters Score -2046060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2046060.125000 Penalty: 4964.183105
	Iteration 38Q: 3 clusters Score -2046060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2046059.500000 Penalty: 4964.183105
	Iteration 39Q: 3 clusters Score -2046060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2046059.500000 Penalty: 4964.183105
	Iteration 40F: 3 clusters Score -2046060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2046057.500000 Penalty: 4964.183105
	Iteration 41Q: 3 clusters Score -2046058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2046057.500000 Penalty: 4964.183105
	Iteration 42F: 3 clusters Score -2046058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Entering Unmasked Estep 
Score: -83853984.000000 Penalty: 98694.335938
Splitting cluster 10 changes total score from -83778416.000000 to -83853984.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (248327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248327 members 
Entering Unmasked Estep 
Score: -24193848.000000 Penalty: 3080.780273
	Iteration 0F: 2 clusters Score -2.419385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124327 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -24027254.000000 Penalty: 6161.560547
	Iteration 0F: 3 clusters Score -2.402725e+07 nChanged 119866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127709 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -24097782.000000 Penalty: 6161.560547
	Iteration 1F: 3 clusters Score -2.409778e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129812 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -24099876.000000 Penalty: 6161.560547
	Iteration 2Q: 3 clusters Score -2.409988e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 115067 members 
Entering Unmasked Estep 
Score: -24103524.000000 Penalty: 6161.560547
	Iteration 3Q: 3 clusters Score -2.410352e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138415 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -24109082.000000 Penalty: 6161.560547
	Iteration 4Q: 3 clusters Score -2.410908e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -24117002.000000 Penalty: 6161.560547
	Iteration 5F: 3 clusters Score -2.4117e+07 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -24127508.000000 Penalty: 6161.560547
	Iteration 6F: 3 clusters Score -2.412751e+07 nChanged 16986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -24138706.000000 Penalty: 6161.560547
	Iteration 7F: 3 clusters Score -2.413871e+07 nChanged 16100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -24149888.000000 Penalty: 6161.560547
	Iteration 8F: 3 clusters Score -2.414989e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184404 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -24160452.000000 Penalty: 6161.560547
	Iteration 9F: 3 clusters Score -2.416045e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192512 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -24170356.000000 Penalty: 6161.560547
	Iteration 10Q: 3 clusters Score -2.417036e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198468 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -24177696.000000 Penalty: 6161.560547
	Iteration 11Q: 3 clusters Score -2.41777e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -24182428.000000 Penalty: 6161.560547
	Iteration 12Q: 3 clusters Score -2.418243e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206663 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -24185620.000000 Penalty: 6161.560547
	Iteration 13Q: 3 clusters Score -2.418562e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209609 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -24187670.000000 Penalty: 6161.560547
	Iteration 14Q: 3 clusters Score -2.418767e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212008 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -24188918.000000 Penalty: 6161.560547
	Iteration 15Q: 3 clusters Score -2.418892e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213892 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -24189512.000000 Penalty: 6161.560547
	Iteration 16Q: 3 clusters Score -2.418951e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215410 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -24189912.000000 Penalty: 6161.560547
	Iteration 17Q: 3 clusters Score -2.418991e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216677 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -24190198.000000 Penalty: 6161.560547
	Iteration 18Q: 3 clusters Score -2.41902e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217853 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -24190478.000000 Penalty: 6161.560547
	Iteration 19Q: 3 clusters Score -2.419048e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218895 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -24190602.000000 Penalty: 6161.560547
	Iteration 20F: 3 clusters Score -2.41906e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219857 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -24190804.000000 Penalty: 6161.560547
	Iteration 21Q: 3 clusters Score -2.41908e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220746 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -24190888.000000 Penalty: 6161.560547
	Iteration 22Q: 3 clusters Score -2.419089e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221620 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -24191060.000000 Penalty: 6161.560547
	Iteration 23Q: 3 clusters Score -2.419106e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222452 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -24191196.000000 Penalty: 6161.560547
	Iteration 24Q: 3 clusters Score -2.41912e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223185 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -24191314.000000 Penalty: 6161.560547
	Iteration 25Q: 3 clusters Score -2.419131e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223931 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -24191472.000000 Penalty: 6161.560547
	Iteration 26Q: 3 clusters Score -2.419147e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224617 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -24191618.000000 Penalty: 6161.560547
	Iteration 27Q: 3 clusters Score -2.419162e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225227 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -24191794.000000 Penalty: 6161.560547
	Iteration 28Q: 3 clusters Score -2.419179e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225799 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -24191844.000000 Penalty: 6161.560547
	Iteration 29Q: 3 clusters Score -2.419184e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226353 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -24191902.000000 Penalty: 6161.560547
	Iteration 30Q: 3 clusters Score -2.41919e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226878 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -24192008.000000 Penalty: 6161.560547
	Iteration 31Q: 3 clusters Score -2.419201e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227361 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -24192118.000000 Penalty: 6161.560547
	Iteration 32Q: 3 clusters Score -2.419212e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227864 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -24192168.000000 Penalty: 6161.560547
	Iteration 33Q: 3 clusters Score -2.419217e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228299 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -24192338.000000 Penalty: 6161.560547
	Iteration 34Q: 3 clusters Score -2.419234e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228704 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -24192342.000000 Penalty: 6161.560547
	Iteration 35Q: 3 clusters Score -2.419234e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229085 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -24192418.000000 Penalty: 6161.560547
	Iteration 36Q: 3 clusters Score -2.419242e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229491 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -24192482.000000 Penalty: 6161.560547
	Iteration 37Q: 3 clusters Score -2.419248e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229896 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -24192518.000000 Penalty: 6161.560547
	Iteration 38Q: 3 clusters Score -2.419252e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230282 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -24192638.000000 Penalty: 6161.560547
	Iteration 39Q: 3 clusters Score -2.419264e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230662 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -24192660.000000 Penalty: 6161.560547
	Iteration 40F: 3 clusters Score -2.419266e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231028 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -24192702.000000 Penalty: 6161.560547
	Iteration 41Q: 3 clusters Score -2.41927e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231356 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -24192818.000000 Penalty: 6161.560547
	Iteration 42Q: 3 clusters Score -2.419282e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231679 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -24192928.000000 Penalty: 6161.560547
	Iteration 43Q: 3 clusters Score -2.419293e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231977 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -24192960.000000 Penalty: 6161.560547
	Iteration 44Q: 3 clusters Score -2.419296e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232271 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -24192896.000000 Penalty: 6161.560547
	Iteration 45Q: 3 clusters Score -2.41929e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232540 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -24192886.000000 Penalty: 6161.560547
	Iteration 46Q: 3 clusters Score -2.419289e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232792 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -24192984.000000 Penalty: 6161.560547
	Iteration 47Q: 3 clusters Score -2.419298e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233039 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -24192990.000000 Penalty: 6161.560547
	Iteration 48Q: 3 clusters Score -2.419299e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233255 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -24193024.000000 Penalty: 6161.560547
	Iteration 49Q: 3 clusters Score -2.419302e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233480 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -24193040.000000 Penalty: 6161.560547
	Iteration 50Q: 3 clusters Score -2.419304e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233704 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -24193056.000000 Penalty: 6161.560547
	Iteration 51Q: 3 clusters Score -2.419306e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233935 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -24193154.000000 Penalty: 6161.560547
	Iteration 52Q: 3 clusters Score -2.419315e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234167 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -24193160.000000 Penalty: 6161.560547
	Iteration 53Q: 3 clusters Score -2.419316e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234374 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -24193206.000000 Penalty: 6161.560547
	Iteration 54Q: 3 clusters Score -2.419321e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234569 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -24193200.000000 Penalty: 6161.560547
	Iteration 55Q: 3 clusters Score -2.41932e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234744 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -24193222.000000 Penalty: 6161.560547
	Iteration 56Q: 3 clusters Score -2.419322e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234914 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -24193214.000000 Penalty: 6161.560547
	Iteration 57Q: 3 clusters Score -2.419321e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235079 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -24193272.000000 Penalty: 6161.560547
	Iteration 58Q: 3 clusters Score -2.419327e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235242 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -24193264.000000 Penalty: 6161.560547
	Iteration 59Q: 3 clusters Score -2.419326e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235407 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -24193286.000000 Penalty: 6161.560547
	Iteration 60F: 3 clusters Score -2.419329e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235544 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -24193274.000000 Penalty: 6161.560547
	Iteration 61Q: 3 clusters Score -2.419327e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235677 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -24193284.000000 Penalty: 6161.560547
	Iteration 62Q: 3 clusters Score -2.419328e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235816 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -24193306.000000 Penalty: 6161.560547
	Iteration 63Q: 3 clusters Score -2.419331e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235948 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -24193340.000000 Penalty: 6161.560547
	Iteration 64Q: 3 clusters Score -2.419334e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236071 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -24193348.000000 Penalty: 6161.560547
	Iteration 65Q: 3 clusters Score -2.419335e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236208 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -24193384.000000 Penalty: 6161.560547
	Iteration 66Q: 3 clusters Score -2.419338e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236338 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -24193416.000000 Penalty: 6161.560547
	Iteration 67Q: 3 clusters Score -2.419342e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236458 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -24193392.000000 Penalty: 6161.560547
	Iteration 68Q: 3 clusters Score -2.419339e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236580 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -24193454.000000 Penalty: 6161.560547
	Iteration 69Q: 3 clusters Score -2.419345e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236703 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -24193488.000000 Penalty: 6161.560547
	Iteration 70Q: 3 clusters Score -2.419349e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236810 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -24193444.000000 Penalty: 6161.560547
	Iteration 71Q: 3 clusters Score -2.419344e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236935 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -24193420.000000 Penalty: 6161.560547
	Iteration 72Q: 3 clusters Score -2.419342e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237059 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -24193444.000000 Penalty: 6161.560547
	Iteration 73Q: 3 clusters Score -2.419344e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237184 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -24193488.000000 Penalty: 6161.560547
	Iteration 74Q: 3 clusters Score -2.419349e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237303 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -24193498.000000 Penalty: 6161.560547
	Iteration 75Q: 3 clusters Score -2.41935e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237412 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -24193472.000000 Penalty: 6161.560547
	Iteration 76Q: 3 clusters Score -2.419347e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237513 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -24193428.000000 Penalty: 6161.560547
	Iteration 77Q: 3 clusters Score -2.419343e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237615 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -24193450.000000 Penalty: 6161.560547
	Iteration 78Q: 3 clusters Score -2.419345e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237702 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -24193496.000000 Penalty: 6161.560547
	Iteration 79Q: 3 clusters Score -2.41935e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237791 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -24193508.000000 Penalty: 6161.560547
	Iteration 80F: 3 clusters Score -2.419351e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237859 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -24193546.000000 Penalty: 6161.560547
	Iteration 81Q: 3 clusters Score -2.419355e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237915 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -24193534.000000 Penalty: 6161.560547
	Iteration 82Q: 3 clusters Score -2.419353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237961 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -24193544.000000 Penalty: 6161.560547
	Iteration 83Q: 3 clusters Score -2.419354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238011 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -24193554.000000 Penalty: 6161.560547
	Iteration 84Q: 3 clusters Score -2.419355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238059 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -24193554.000000 Penalty: 6161.560547
	Iteration 85Q: 3 clusters Score -2.419355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238082 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -24193536.000000 Penalty: 6161.560547
	Iteration 86Q: 3 clusters Score -2.419354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238118 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -24193526.000000 Penalty: 6161.560547
	Iteration 87Q: 3 clusters Score -2.419353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238158 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -24193538.000000 Penalty: 6161.560547
	Iteration 88Q: 3 clusters Score -2.419354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238208 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -24193532.000000 Penalty: 6161.560547
	Iteration 89Q: 3 clusters Score -2.419353e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238263 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -24193600.000000 Penalty: 6161.560547
	Iteration 90Q: 3 clusters Score -2.41936e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238312 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -24193582.000000 Penalty: 6161.560547
	Iteration 91Q: 3 clusters Score -2.419358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238348 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -24193568.000000 Penalty: 6161.560547
	Iteration 92Q: 3 clusters Score -2.419357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238389 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -24193568.000000 Penalty: 6161.560547
	Iteration 93Q: 3 clusters Score -2.419357e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238434 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -24193606.000000 Penalty: 6161.560547
	Iteration 94Q: 3 clusters Score -2.419361e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238484 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -24193618.000000 Penalty: 6161.560547
	Iteration 95Q: 3 clusters Score -2.419362e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238530 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -24193602.000000 Penalty: 6161.560547
	Iteration 96Q: 3 clusters Score -2.41936e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238561 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -24193646.000000 Penalty: 6161.560547
	Iteration 97Q: 3 clusters Score -2.419365e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238597 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -24193632.000000 Penalty: 6161.560547
	Iteration 98Q: 3 clusters Score -2.419363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238642 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -24193654.000000 Penalty: 6161.560547
	Iteration 99Q: 3 clusters Score -2.419365e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238691 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -24193666.000000 Penalty: 6161.560547
	Iteration 100F: 3 clusters Score -2.419367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238730 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -24193670.000000 Penalty: 6161.560547
	Iteration 101Q: 3 clusters Score -2.419367e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238780 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -24193708.000000 Penalty: 6161.560547
	Iteration 102Q: 3 clusters Score -2.419371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238821 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -24193708.000000 Penalty: 6161.560547
	Iteration 103Q: 3 clusters Score -2.419371e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238846 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -24193710.000000 Penalty: 6161.560547
	Iteration 104Q: 3 clusters Score -2.419371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238876 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -24193702.000000 Penalty: 6161.560547
	Iteration 105Q: 3 clusters Score -2.41937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238909 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -24193738.000000 Penalty: 6161.560547
	Iteration 106Q: 3 clusters Score -2.419374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238939 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -24193728.000000 Penalty: 6161.560547
	Iteration 107Q: 3 clusters Score -2.419373e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238970 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -24193722.000000 Penalty: 6161.560547
	Iteration 108Q: 3 clusters Score -2.419372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238998 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -24193712.000000 Penalty: 6161.560547
	Iteration 109Q: 3 clusters Score -2.419371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239019 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 110Q: 3 clusters Score -2.41937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239040 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -24193678.000000 Penalty: 6161.560547
	Iteration 111Q: 3 clusters Score -2.419368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239054 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -24193690.000000 Penalty: 6161.560547
	Iteration 112Q: 3 clusters Score -2.419369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239072 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -24193702.000000 Penalty: 6161.560547
	Iteration 113Q: 3 clusters Score -2.41937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239092 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -24193688.000000 Penalty: 6161.560547
	Iteration 114Q: 3 clusters Score -2.419369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239108 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -24193676.000000 Penalty: 6161.560547
	Iteration 115Q: 3 clusters Score -2.419368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239117 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -24193682.000000 Penalty: 6161.560547
	Iteration 116Q: 3 clusters Score -2.419368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239122 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -24193690.000000 Penalty: 6161.560547
	Iteration 117Q: 3 clusters Score -2.419369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239126 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -24193676.000000 Penalty: 6161.560547
	Iteration 118Q: 3 clusters Score -2.419368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239133 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -24193670.000000 Penalty: 6161.560547
	Iteration 119Q: 3 clusters Score -2.419367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239142 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -24193660.000000 Penalty: 6161.560547
	Iteration 120F: 3 clusters Score -2.419366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239146 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -24193656.000000 Penalty: 6161.560547
	Iteration 121Q: 3 clusters Score -2.419366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239154 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -24193666.000000 Penalty: 6161.560547
	Iteration 122Q: 3 clusters Score -2.419367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239159 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -24193646.000000 Penalty: 6161.560547
	Iteration 123Q: 3 clusters Score -2.419365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239170 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -24193642.000000 Penalty: 6161.560547
	Iteration 124Q: 3 clusters Score -2.419364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239181 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -24193654.000000 Penalty: 6161.560547
	Iteration 125Q: 3 clusters Score -2.419365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239201 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -24193712.000000 Penalty: 6161.560547
	Iteration 126Q: 3 clusters Score -2.419371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239216 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -24193698.000000 Penalty: 6161.560547
	Iteration 127Q: 3 clusters Score -2.41937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239233 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -24193700.000000 Penalty: 6161.560547
	Iteration 128Q: 3 clusters Score -2.41937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239245 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -24193702.000000 Penalty: 6161.560547
	Iteration 129Q: 3 clusters Score -2.41937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239261 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -24193708.000000 Penalty: 6161.560547
	Iteration 130Q: 3 clusters Score -2.419371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239280 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -24193724.000000 Penalty: 6161.560547
	Iteration 131Q: 3 clusters Score -2.419372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239291 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -24193734.000000 Penalty: 6161.560547
	Iteration 132Q: 3 clusters Score -2.419373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239304 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -24193744.000000 Penalty: 6161.560547
	Iteration 133Q: 3 clusters Score -2.419374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239321 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -24193714.000000 Penalty: 6161.560547
	Iteration 134Q: 3 clusters Score -2.419371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239326 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -24193746.000000 Penalty: 6161.560547
	Iteration 135Q: 3 clusters Score -2.419375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239338 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -24193742.000000 Penalty: 6161.560547
	Iteration 136Q: 3 clusters Score -2.419374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239347 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -24193714.000000 Penalty: 6161.560547
	Iteration 137Q: 3 clusters Score -2.419371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239356 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -24193724.000000 Penalty: 6161.560547
	Iteration 138Q: 3 clusters Score -2.419372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239369 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -24193734.000000 Penalty: 6161.560547
	Iteration 139Q: 3 clusters Score -2.419373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239379 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -24193744.000000 Penalty: 6161.560547
	Iteration 140F: 3 clusters Score -2.419374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239390 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -24193742.000000 Penalty: 6161.560547
	Iteration 141Q: 3 clusters Score -2.419374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239398 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -24193748.000000 Penalty: 6161.560547
	Iteration 142Q: 3 clusters Score -2.419375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239409 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -24193748.000000 Penalty: 6161.560547
	Iteration 143Q: 3 clusters Score -2.419375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239420 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -24193764.000000 Penalty: 6161.560547
	Iteration 144Q: 3 clusters Score -2.419376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239431 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -24193756.000000 Penalty: 6161.560547
	Iteration 145Q: 3 clusters Score -2.419376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239448 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -24193748.000000 Penalty: 6161.560547
	Iteration 146Q: 3 clusters Score -2.419375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239460 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -24193722.000000 Penalty: 6161.560547
	Iteration 147Q: 3 clusters Score -2.419372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239473 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -24193734.000000 Penalty: 6161.560547
	Iteration 148Q: 3 clusters Score -2.419373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239486 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -24193738.000000 Penalty: 6161.560547
	Iteration 149Q: 3 clusters Score -2.419374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239495 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -24193724.000000 Penalty: 6161.560547
	Iteration 150Q: 3 clusters Score -2.419372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239505 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -24193708.000000 Penalty: 6161.560547
	Iteration 151Q: 3 clusters Score -2.419371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239518 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 152Q: 3 clusters Score -2.41937e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239537 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -24193702.000000 Penalty: 6161.560547
	Iteration 153Q: 3 clusters Score -2.41937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239565 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -24193698.000000 Penalty: 6161.560547
	Iteration 154Q: 3 clusters Score -2.41937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239588 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -24193718.000000 Penalty: 6161.560547
	Iteration 155Q: 3 clusters Score -2.419372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239611 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 156Q: 3 clusters Score -2.41937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239625 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -24193722.000000 Penalty: 6161.560547
	Iteration 157Q: 3 clusters Score -2.419372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239631 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -24193718.000000 Penalty: 6161.560547
	Iteration 158Q: 3 clusters Score -2.419372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239642 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -24193692.000000 Penalty: 6161.560547
	Iteration 159Q: 3 clusters Score -2.419369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239648 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -24193704.000000 Penalty: 6161.560547
	Iteration 160F: 3 clusters Score -2.41937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239654 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -24193704.000000 Penalty: 6161.560547
	Iteration 161Q: 3 clusters Score -2.41937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239655 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -24193702.000000 Penalty: 6161.560547
	Iteration 162Q: 3 clusters Score -2.41937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239658 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -24193710.000000 Penalty: 6161.560547
	Iteration 163Q: 3 clusters Score -2.419371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239662 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -24193704.000000 Penalty: 6161.560547
	Iteration 164Q: 3 clusters Score -2.41937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239663 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 165Q: 3 clusters Score -2.41937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239665 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -24193710.000000 Penalty: 6161.560547
	Iteration 166Q: 3 clusters Score -2.419371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239668 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 167Q: 3 clusters Score -2.41937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239671 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -24193704.000000 Penalty: 6161.560547
	Iteration 168Q: 3 clusters Score -2.41937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239671 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 169Q: 3 clusters Score -2.41937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239672 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -24193696.000000 Penalty: 6161.560547
	Iteration 170Q: 3 clusters Score -2.41937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239673 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -24193694.000000 Penalty: 6161.560547
	Iteration 171Q: 3 clusters Score -2.419369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239673 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -24193694.000000 Penalty: 6161.560547
	Iteration 172F: 3 clusters Score -2.419369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -2094161.375000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -2094161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2078291.250000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -2078291 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2084471.375000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -2084471 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2087179.625000 Penalty: 4978.336914
	Iteration 2F: 3 clusters Score -2087180 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2091675.250000 Penalty: 4978.336914
	Iteration 3F: 3 clusters Score -2091675 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2095424.375000 Penalty: 4978.336914
	Iteration 4F: 3 clusters Score -2095424 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2097562.250000 Penalty: 4978.336914
	Iteration 5F: 3 clusters Score -2097562 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2098826.250000 Penalty: 4978.336914
	Iteration 6F: 3 clusters Score -2098826 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2099729.500000 Penalty: 4978.336914
	Iteration 7Q: 3 clusters Score -2099730 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2100407.750000 Penalty: 4978.336914
	Iteration 8Q: 3 clusters Score -2100408 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2100746.750000 Penalty: 4978.336914
	Iteration 9Q: 3 clusters Score -2100747 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2100902.250000 Penalty: 4978.336914
	Iteration 10Q: 3 clusters Score -2100902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2101014.250000 Penalty: 4978.336914
	Iteration 11Q: 3 clusters Score -2101014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2101060.500000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -2101060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2101114.250000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -2101114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2101145.250000 Penalty: 4978.336914
	Iteration 14Q: 3 clusters Score -2101145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2101171.500000 Penalty: 4978.336914
	Iteration 15Q: 3 clusters Score -2101172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2101184.500000 Penalty: 4978.336914
	Iteration 16Q: 3 clusters Score -2101184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2101190.000000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -2101190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2101187.750000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -2101188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2101191.250000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -2101191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2101197.500000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -2101198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2101193.750000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -2101194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2101200.500000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -2101200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2101201.250000 Penalty: 4978.336914
	Iteration 23Q: 3 clusters Score -2101201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2101204.750000 Penalty: 4978.336914
	Iteration 24Q: 3 clusters Score -2101205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2101203.250000 Penalty: 4978.336914
	Iteration 25Q: 3 clusters Score -2101203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2101204.750000 Penalty: 4978.336914
	Iteration 26Q: 3 clusters Score -2101205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2101205.750000 Penalty: 4978.336914
	Iteration 27Q: 3 clusters Score -2101206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2101207.000000 Penalty: 4978.336914
	Iteration 28Q: 3 clusters Score -2101207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2101208.000000 Penalty: 4978.336914
	Iteration 29Q: 3 clusters Score -2101208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2101205.750000 Penalty: 4978.336914
	Iteration 30Q: 3 clusters Score -2101206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2101205.750000 Penalty: 4978.336914
	Iteration 31F: 3 clusters Score -2101206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 64372 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Entering Unmasked Estep 
Score: -83859944.000000 Penalty: 102097.593750
Splitting cluster 12 changes total score from -83778416.000000 to -83859944.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (64372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Entering Unmasked Estep 
Score: -6146251.000000 Penalty: 2745.963623
	Iteration 0F: 2 clusters Score -6146251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6103232.000000 Penalty: 5491.927246
	Iteration 0F: 3 clusters Score -6103232 nChanged 30081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6122275.500000 Penalty: 5491.927246
	Iteration 1F: 3 clusters Score -6122276 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -6139640.500000 Penalty: 5491.927246
	Iteration 2F: 3 clusters Score -6139640 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -6163584.500000 Penalty: 5491.927246
	Iteration 3F: 3 clusters Score -6163584 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -6176074.500000 Penalty: 5491.927246
	Iteration 4F: 3 clusters Score -6176074 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -6179720.500000 Penalty: 5491.927246
	Iteration 5F: 3 clusters Score -6179720 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -6180667.500000 Penalty: 5491.927246
	Iteration 6Q: 3 clusters Score -6180668 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -6181049.000000 Penalty: 5491.927246
	Iteration 7Q: 3 clusters Score -6181049 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -6181245.000000 Penalty: 5491.927246
	Iteration 8Q: 3 clusters Score -6181245 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -6181381.500000 Penalty: 5491.927246
	Iteration 9Q: 3 clusters Score -6181382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -6181462.000000 Penalty: 5491.927246
	Iteration 10Q: 3 clusters Score -6181462 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -6181543.500000 Penalty: 5491.927246
	Iteration 11Q: 3 clusters Score -6181544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -6181601.000000 Penalty: 5491.927246
	Iteration 12Q: 3 clusters Score -6181601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -6181685.500000 Penalty: 5491.927246
	Iteration 13Q: 3 clusters Score -6181686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -6181744.500000 Penalty: 5491.927246
	Iteration 14Q: 3 clusters Score -6181744 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -6181805.500000 Penalty: 5491.927246
	Iteration 15Q: 3 clusters Score -6181806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -6181897.500000 Penalty: 5491.927246
	Iteration 16Q: 3 clusters Score -6181898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -6181945.000000 Penalty: 5491.927246
	Iteration 17Q: 3 clusters Score -6181945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -6181995.500000 Penalty: 5491.927246
	Iteration 18Q: 3 clusters Score -6181996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -6182048.500000 Penalty: 5491.927246
	Iteration 19Q: 3 clusters Score -6182048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -6182050.000000 Penalty: 5491.927246
	Iteration 20F: 3 clusters Score -6182050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -6182063.500000 Penalty: 5491.927246
	Iteration 21Q: 3 clusters Score -6182064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -6182064.500000 Penalty: 5491.927246
	Iteration 22Q: 3 clusters Score -6182064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -6182068.500000 Penalty: 5491.927246
	Iteration 23Q: 3 clusters Score -6182068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -6182079.000000 Penalty: 5491.927246
	Iteration 24Q: 3 clusters Score -6182079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -6182076.000000 Penalty: 5491.927246
	Iteration 25Q: 3 clusters Score -6182076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -6182076.000000 Penalty: 5491.927246
	Iteration 26F: 3 clusters Score -6182076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 60017 members 
Entering Unmasked Estep 
Score: -83894656.000000 Penalty: 105500.843750
Splitting cluster 13 changes total score from -83778416.000000 to -83894656.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -365765.406250 Penalty: 2069.555176
	Iteration 0F: 2 clusters Score -365765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -361929.156250 Penalty: 4139.110352
	Iteration 0F: 3 clusters Score -361929.2 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -364432.375000 Penalty: 4139.110352
	Iteration 1F: 3 clusters Score -364432.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -366001.781250 Penalty: 4139.110352
	Iteration 2F: 3 clusters Score -366001.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366859.125000 Penalty: 4139.110352
	Iteration 3F: 3 clusters Score -366859.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -367712.406250 Penalty: 4139.110352
	Iteration 4F: 3 clusters Score -367712.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -369046.468750 Penalty: 4139.110352
	Iteration 5F: 3 clusters Score -369046.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -369833.218750 Penalty: 4139.110352
	Iteration 6F: 3 clusters Score -369833.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -370363.625000 Penalty: 4139.110352
	Iteration 7Q: 3 clusters Score -370363.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -371089.031250 Penalty: 4139.110352
	Iteration 8Q: 3 clusters Score -371089 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -372540.718750 Penalty: 4139.110352
	Iteration 9Q: 3 clusters Score -372540.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -373470.093750 Penalty: 4139.110352
	Iteration 10Q: 3 clusters Score -373470.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -373503.187500 Penalty: 4139.110352
	Iteration 11Q: 3 clusters Score -373503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -373506.781250 Penalty: 4139.110352
	Iteration 12Q: 3 clusters Score -373506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -373506.531250 Penalty: 4139.110352
	Iteration 13Q: 3 clusters Score -373506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -373648.687500 Penalty: 4139.110352
	Iteration 14F: 3 clusters Score -373648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -374017.031250 Penalty: 4139.110352
	Iteration 15Q: 3 clusters Score -374017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -374395.187500 Penalty: 4139.110352
	Iteration 16Q: 3 clusters Score -374395.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -375060.031250 Penalty: 4139.110352
	Iteration 17Q: 3 clusters Score -375060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -376444.187500 Penalty: 4139.110352
	Iteration 18Q: 3 clusters Score -376444.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -378605.843750 Penalty: 4139.110352
	Iteration 19Q: 3 clusters Score -378605.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -380155.312500 Penalty: 4139.110352
	Iteration 20F: 3 clusters Score -380155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -380158.781250 Penalty: 4139.110352
	Iteration 21Q: 3 clusters Score -380158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -380161.625000 Penalty: 4139.110352
	Iteration 22Q: 3 clusters Score -380161.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -380161.625000 Penalty: 4139.110352
	Iteration 23F: 3 clusters Score -380161.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 31667 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 60017 members 
Mstep: Class 32 contains 1303 members 
Entering Unmasked Estep 
Score: -83907656.000000 Penalty: 108904.093750
Splitting cluster 14 changes total score from -83778416.000000 to -83907656.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (31667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Entering Unmasked Estep 
Score: -3068721.250000 Penalty: 2570.031494
	Iteration 0F: 2 clusters Score -3068721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3046934.250000 Penalty: 5140.062988
	Iteration 0F: 3 clusters Score -3046934 nChanged 14468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3055008.000000 Penalty: 5140.062988
	Iteration 1F: 3 clusters Score -3055008 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3055630.500000 Penalty: 5140.062988
	Iteration 2F: 3 clusters Score -3055630 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3056358.500000 Penalty: 5140.062988
	Iteration 3Q: 3 clusters Score -3056358 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3057300.000000 Penalty: 5140.062988
	Iteration 4F: 3 clusters Score -3057300 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3058373.750000 Penalty: 5140.062988
	Iteration 5F: 3 clusters Score -3058374 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3059601.750000 Penalty: 5140.062988
	Iteration 6F: 3 clusters Score -3059602 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3061080.000000 Penalty: 5140.062988
	Iteration 7F: 3 clusters Score -3061080 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3062660.000000 Penalty: 5140.062988
	Iteration 8F: 3 clusters Score -3062660 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3064055.500000 Penalty: 5140.062988
	Iteration 9F: 3 clusters Score -3064056 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3065017.000000 Penalty: 5140.062988
	Iteration 10Q: 3 clusters Score -3065017 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3065559.000000 Penalty: 5140.062988
	Iteration 11Q: 3 clusters Score -3065559 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3065857.750000 Penalty: 5140.062988
	Iteration 12Q: 3 clusters Score -3065858 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3066106.750000 Penalty: 5140.062988
	Iteration 13Q: 3 clusters Score -3066107 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3066307.500000 Penalty: 5140.062988
	Iteration 14Q: 3 clusters Score -3066308 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3066493.750000 Penalty: 5140.062988
	Iteration 15Q: 3 clusters Score -3066494 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3066659.000000 Penalty: 5140.062988
	Iteration 16Q: 3 clusters Score -3066659 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3066847.500000 Penalty: 5140.062988
	Iteration 17Q: 3 clusters Score -3066848 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3067068.250000 Penalty: 5140.062988
	Iteration 18Q: 3 clusters Score -3067068 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3067359.750000 Penalty: 5140.062988
	Iteration 19Q: 3 clusters Score -3067360 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3067724.250000 Penalty: 5140.062988
	Iteration 20F: 3 clusters Score -3067724 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3068219.500000 Penalty: 5140.062988
	Iteration 21Q: 3 clusters Score -3068220 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3068831.250000 Penalty: 5140.062988
	Iteration 22Q: 3 clusters Score -3068831 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3069455.750000 Penalty: 5140.062988
	Iteration 23Q: 3 clusters Score -3069456 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3069979.500000 Penalty: 5140.062988
	Iteration 24Q: 3 clusters Score -3069980 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3070318.750000 Penalty: 5140.062988
	Iteration 25Q: 3 clusters Score -3070319 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3070517.500000 Penalty: 5140.062988
	Iteration 26Q: 3 clusters Score -3070518 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3070645.250000 Penalty: 5140.062988
	Iteration 27Q: 3 clusters Score -3070645 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3070714.000000 Penalty: 5140.062988
	Iteration 28Q: 3 clusters Score -3070714 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3070783.000000 Penalty: 5140.062988
	Iteration 29Q: 3 clusters Score -3070783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3070813.000000 Penalty: 5140.062988
	Iteration 30Q: 3 clusters Score -3070813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3070848.500000 Penalty: 5140.062988
	Iteration 31Q: 3 clusters Score -3070848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3070892.000000 Penalty: 5140.062988
	Iteration 32Q: 3 clusters Score -3070892 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3070923.750000 Penalty: 5140.062988
	Iteration 33Q: 3 clusters Score -3070924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3070971.500000 Penalty: 5140.062988
	Iteration 34Q: 3 clusters Score -3070972 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3071026.750000 Penalty: 5140.062988
	Iteration 35Q: 3 clusters Score -3071027 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3071115.250000 Penalty: 5140.062988
	Iteration 36Q: 3 clusters Score -3071115 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3071205.250000 Penalty: 5140.062988
	Iteration 37Q: 3 clusters Score -3071205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3071375.000000 Penalty: 5140.062988
	Iteration 38Q: 3 clusters Score -3071375 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3071587.500000 Penalty: 5140.062988
	Iteration 39Q: 3 clusters Score -3071588 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3071956.250000 Penalty: 5140.062988
	Iteration 40F: 3 clusters Score -3071956 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3072287.000000 Penalty: 5140.062988
	Iteration 41Q: 3 clusters Score -3072287 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3072438.000000 Penalty: 5140.062988
	Iteration 42Q: 3 clusters Score -3072438 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3072483.750000 Penalty: 5140.062988
	Iteration 43Q: 3 clusters Score -3072484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3072516.750000 Penalty: 5140.062988
	Iteration 44Q: 3 clusters Score -3072517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3072520.250000 Penalty: 5140.062988
	Iteration 45Q: 3 clusters Score -3072520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3072529.250000 Penalty: 5140.062988
	Iteration 46Q: 3 clusters Score -3072529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3072541.000000 Penalty: 5140.062988
	Iteration 47Q: 3 clusters Score -3072541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3072540.250000 Penalty: 5140.062988
	Iteration 48Q: 3 clusters Score -3072540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3072548.250000 Penalty: 5140.062988
	Iteration 49Q: 3 clusters Score -3072548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3072545.000000 Penalty: 5140.062988
	Iteration 50Q: 3 clusters Score -3072545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3072542.500000 Penalty: 5140.062988
	Iteration 51Q: 3 clusters Score -3072542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3072549.000000 Penalty: 5140.062988
	Iteration 52Q: 3 clusters Score -3072549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3072551.500000 Penalty: 5140.062988
	Iteration 53Q: 3 clusters Score -3072552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3072556.250000 Penalty: 5140.062988
	Iteration 54Q: 3 clusters Score -3072556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3072557.750000 Penalty: 5140.062988
	Iteration 55Q: 3 clusters Score -3072558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3072556.000000 Penalty: 5140.062988
	Iteration 56Q: 3 clusters Score -3072556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3072557.500000 Penalty: 5140.062988
	Iteration 57Q: 3 clusters Score -3072558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3072557.500000 Penalty: 5140.062988
	Iteration 58F: 3 clusters Score -3072558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 60017 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 22634 members 
Entering Unmasked Estep 
Score: -83910752.000000 Penalty: 112307.351562
Splitting cluster 15 changes total score from -83778416.000000 to -83910752.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (93132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Entering Unmasked Estep 
Score: -8073197.000000 Penalty: 2837.559814
	Iteration 0F: 2 clusters Score -8073197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8010789.500000 Penalty: 5675.119629
	Iteration 0F: 3 clusters Score -8010790 nChanged 43786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -8036792.000000 Penalty: 5675.119629
	Iteration 1F: 3 clusters Score -8036792 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -8040088.000000 Penalty: 5675.119629
	Iteration 2F: 3 clusters Score -8040088 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8044910.000000 Penalty: 5675.119629
	Iteration 3F: 3 clusters Score -8044910 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -8050865.000000 Penalty: 5675.119629
	Iteration 4F: 3 clusters Score -8050865 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -8056365.500000 Penalty: 5675.119629
	Iteration 5F: 3 clusters Score -8056366 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -8060398.500000 Penalty: 5675.119629
	Iteration 6F: 3 clusters Score -8060398 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -8062936.500000 Penalty: 5675.119629
	Iteration 7Q: 3 clusters Score -8062936 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8064416.500000 Penalty: 5675.119629
	Iteration 8Q: 3 clusters Score -8064416 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8065365.000000 Penalty: 5675.119629
	Iteration 9Q: 3 clusters Score -8065365 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -8066076.500000 Penalty: 5675.119629
	Iteration 10Q: 3 clusters Score -8066076 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -8066617.500000 Penalty: 5675.119629
	Iteration 11Q: 3 clusters Score -8066618 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -8067202.500000 Penalty: 5675.119629
	Iteration 12Q: 3 clusters Score -8067202 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -8067697.500000 Penalty: 5675.119629
	Iteration 13Q: 3 clusters Score -8067698 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8068176.500000 Penalty: 5675.119629
	Iteration 14Q: 3 clusters Score -8068176 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -8068610.500000 Penalty: 5675.119629
	Iteration 15Q: 3 clusters Score -8068610 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -8068982.000000 Penalty: 5675.119629
	Iteration 16Q: 3 clusters Score -8068982 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8069320.500000 Penalty: 5675.119629
	Iteration 17Q: 3 clusters Score -8069320 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -8069657.500000 Penalty: 5675.119629
	Iteration 18Q: 3 clusters Score -8069658 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -8069989.000000 Penalty: 5675.119629
	Iteration 19Q: 3 clusters Score -8069989 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -8070287.000000 Penalty: 5675.119629
	Iteration 20F: 3 clusters Score -8070287 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -8070554.000000 Penalty: 5675.119629
	Iteration 21Q: 3 clusters Score -8070554 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -8070769.500000 Penalty: 5675.119629
	Iteration 22Q: 3 clusters Score -8070770 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -8070963.000000 Penalty: 5675.119629
	Iteration 23Q: 3 clusters Score -8070963 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -8071225.500000 Penalty: 5675.119629
	Iteration 24Q: 3 clusters Score -8071226 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -8071408.000000 Penalty: 5675.119629
	Iteration 25Q: 3 clusters Score -8071408 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8071604.000000 Penalty: 5675.119629
	Iteration 26Q: 3 clusters Score -8071604 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8071749.000000 Penalty: 5675.119629
	Iteration 27Q: 3 clusters Score -8071749 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -8071874.500000 Penalty: 5675.119629
	Iteration 28Q: 3 clusters Score -8071874 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88479 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8071982.000000 Penalty: 5675.119629
	Iteration 29Q: 3 clusters Score -8071982 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -8072057.500000 Penalty: 5675.119629
	Iteration 30Q: 3 clusters Score -8072058 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8072114.000000 Penalty: 5675.119629
	Iteration 31Q: 3 clusters Score -8072114 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8072189.000000 Penalty: 5675.119629
	Iteration 32Q: 3 clusters Score -8072189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8072204.000000 Penalty: 5675.119629
	Iteration 33Q: 3 clusters Score -8072204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -8072276.500000 Penalty: 5675.119629
	Iteration 34Q: 3 clusters Score -8072276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8072300.000000 Penalty: 5675.119629
	Iteration 35Q: 3 clusters Score -8072300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8072325.500000 Penalty: 5675.119629
	Iteration 36Q: 3 clusters Score -8072326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8072348.000000 Penalty: 5675.119629
	Iteration 37Q: 3 clusters Score -8072348 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8072392.500000 Penalty: 5675.119629
	Iteration 38Q: 3 clusters Score -8072392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8072425.500000 Penalty: 5675.119629
	Iteration 39Q: 3 clusters Score -8072426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -8072446.500000 Penalty: 5675.119629
	Iteration 40F: 3 clusters Score -8072446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8072460.500000 Penalty: 5675.119629
	Iteration 41Q: 3 clusters Score -8072460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8072495.500000 Penalty: 5675.119629
	Iteration 42Q: 3 clusters Score -8072496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8072520.500000 Penalty: 5675.119629
	Iteration 43Q: 3 clusters Score -8072520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8072521.500000 Penalty: 5675.119629
	Iteration 44Q: 3 clusters Score -8072522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8072550.000000 Penalty: 5675.119629
	Iteration 45Q: 3 clusters Score -8072550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8072595.000000 Penalty: 5675.119629
	Iteration 46Q: 3 clusters Score -8072595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8072606.500000 Penalty: 5675.119629
	Iteration 47Q: 3 clusters Score -8072606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8072622.500000 Penalty: 5675.119629
	Iteration 48Q: 3 clusters Score -8072622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8072648.500000 Penalty: 5675.119629
	Iteration 49Q: 3 clusters Score -8072648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8072671.000000 Penalty: 5675.119629
	Iteration 50Q: 3 clusters Score -8072671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8072710.500000 Penalty: 5675.119629
	Iteration 51Q: 3 clusters Score -8072710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8072736.500000 Penalty: 5675.119629
	Iteration 52Q: 3 clusters Score -8072736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8072734.000000 Penalty: 5675.119629
	Iteration 53Q: 3 clusters Score -8072734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8072747.500000 Penalty: 5675.119629
	Iteration 54Q: 3 clusters Score -8072748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8072779.000000 Penalty: 5675.119629
	Iteration 55Q: 3 clusters Score -8072779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8072777.000000 Penalty: 5675.119629
	Iteration 56Q: 3 clusters Score -8072777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8072785.500000 Penalty: 5675.119629
	Iteration 57Q: 3 clusters Score -8072786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8072807.500000 Penalty: 5675.119629
	Iteration 58Q: 3 clusters Score -8072808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8072809.500000 Penalty: 5675.119629
	Iteration 59Q: 3 clusters Score -8072810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8072813.500000 Penalty: 5675.119629
	Iteration 60F: 3 clusters Score -8072814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8072815.500000 Penalty: 5675.119629
	Iteration 61Q: 3 clusters Score -8072816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8072814.500000 Penalty: 5675.119629
	Iteration 62Q: 3 clusters Score -8072814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8072815.500000 Penalty: 5675.119629
	Iteration 63Q: 3 clusters Score -8072816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8072815.000000 Penalty: 5675.119629
	Iteration 64Q: 3 clusters Score -8072815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8072813.500000 Penalty: 5675.119629
	Iteration 65Q: 3 clusters Score -8072814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8072818.000000 Penalty: 5675.119629
	Iteration 66Q: 3 clusters Score -8072818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8072823.500000 Penalty: 5675.119629
	Iteration 67Q: 3 clusters Score -8072824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8072830.500000 Penalty: 5675.119629
	Iteration 68Q: 3 clusters Score -8072830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8072841.500000 Penalty: 5675.119629
	Iteration 69Q: 3 clusters Score -8072842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8072855.000000 Penalty: 5675.119629
	Iteration 70Q: 3 clusters Score -8072855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8072854.000000 Penalty: 5675.119629
	Iteration 71Q: 3 clusters Score -8072854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8072874.000000 Penalty: 5675.119629
	Iteration 72Q: 3 clusters Score -8072874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8072872.000000 Penalty: 5675.119629
	Iteration 73Q: 3 clusters Score -8072872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8072874.000000 Penalty: 5675.119629
	Iteration 74Q: 3 clusters Score -8072874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8072885.000000 Penalty: 5675.119629
	Iteration 75Q: 3 clusters Score -8072885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8072877.000000 Penalty: 5675.119629
	Iteration 76Q: 3 clusters Score -8072877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8072875.500000 Penalty: 5675.119629
	Iteration 77Q: 3 clusters Score -8072876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8072877.000000 Penalty: 5675.119629
	Iteration 78Q: 3 clusters Score -8072877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8072878.500000 Penalty: 5675.119629
	Iteration 79Q: 3 clusters Score -8072878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8072874.000000 Penalty: 5675.119629
	Iteration 80F: 3 clusters Score -8072874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8072884.500000 Penalty: 5675.119629
	Iteration 81Q: 3 clusters Score -8072884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8072884.000000 Penalty: 5675.119629
	Iteration 82Q: 3 clusters Score -8072884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8072878.500000 Penalty: 5675.119629
	Iteration 83Q: 3 clusters Score -8072878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8072873.500000 Penalty: 5675.119629
	Iteration 84Q: 3 clusters Score -8072874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8072877.000000 Penalty: 5675.119629
	Iteration 85Q: 3 clusters Score -8072877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8072877.000000 Penalty: 5675.119629
	Iteration 86F: 3 clusters Score -8072877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Entering Unmasked Estep 
Score: -2243948.250000 Penalty: 2488.048340
	Iteration 0F: 2 clusters Score -2243948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2228121.250000 Penalty: 4976.096680
	Iteration 0F: 3 clusters Score -2228121 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2233630.500000 Penalty: 4976.096680
	Iteration 1F: 3 clusters Score -2233630 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2234274.500000 Penalty: 4976.096680
	Iteration 2F: 3 clusters Score -2234274 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2235093.500000 Penalty: 4976.096680
	Iteration 3F: 3 clusters Score -2235094 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2236450.250000 Penalty: 4976.096680
	Iteration 4F: 3 clusters Score -2236450 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2239166.000000 Penalty: 4976.096680
	Iteration 5F: 3 clusters Score -2239166 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2245164.250000 Penalty: 4976.096680
	Iteration 6F: 3 clusters Score -2245164 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2258493.000000 Penalty: 4976.096680
	Iteration 7F: 3 clusters Score -2258493 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2267382.750000 Penalty: 4976.096680
	Iteration 8Q: 3 clusters Score -2267383 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2267609.250000 Penalty: 4976.096680
	Iteration 9Q: 3 clusters Score -2267609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2267654.500000 Penalty: 4976.096680
	Iteration 10Q: 3 clusters Score -2267654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2267661.250000 Penalty: 4976.096680
	Iteration 11Q: 3 clusters Score -2267661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2267665.500000 Penalty: 4976.096680
	Iteration 12Q: 3 clusters Score -2267666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2267672.250000 Penalty: 4976.096680
	Iteration 13Q: 3 clusters Score -2267672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2267670.750000 Penalty: 4976.096680
	Iteration 14Q: 3 clusters Score -2267671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2267672.000000 Penalty: 4976.096680
	Iteration 15Q: 3 clusters Score -2267672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2267672.000000 Penalty: 4976.096680
	Iteration 16F: 3 clusters Score -2267672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 60017 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 22634 members 
Mstep: Class 34 contains 10480 members 
Entering Unmasked Estep 
Score: -83933984.000000 Penalty: 115710.601562
Splitting cluster 17 changes total score from -83778416.000000 to -83933984.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1123156.875000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1123157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1113818.875000 Penalty: 4681.383301
	Iteration 0F: 3 clusters Score -1113819 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1117661.375000 Penalty: 4681.383301
	Iteration 1F: 3 clusters Score -1117661 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1119000.875000 Penalty: 4681.383301
	Iteration 2F: 3 clusters Score -1119001 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1120378.000000 Penalty: 4681.383301
	Iteration 3F: 3 clusters Score -1120378 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1121628.000000 Penalty: 4681.383301
	Iteration 4F: 3 clusters Score -1121628 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1122758.250000 Penalty: 4681.383301
	Iteration 5F: 3 clusters Score -1122758 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1123654.250000 Penalty: 4681.383301
	Iteration 6F: 3 clusters Score -1123654 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1124269.375000 Penalty: 4681.383301
	Iteration 7Q: 3 clusters Score -1124269 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1124707.500000 Penalty: 4681.383301
	Iteration 8Q: 3 clusters Score -1124708 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1124915.375000 Penalty: 4681.383301
	Iteration 9Q: 3 clusters Score -1124915 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1125016.500000 Penalty: 4681.383301
	Iteration 10Q: 3 clusters Score -1125016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1125078.125000 Penalty: 4681.383301
	Iteration 11Q: 3 clusters Score -1125078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1125116.125000 Penalty: 4681.383301
	Iteration 12Q: 3 clusters Score -1125116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1125137.625000 Penalty: 4681.383301
	Iteration 13Q: 3 clusters Score -1125138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1125148.750000 Penalty: 4681.383301
	Iteration 14Q: 3 clusters Score -1125149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1125159.375000 Penalty: 4681.383301
	Iteration 15Q: 3 clusters Score -1125159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1125174.500000 Penalty: 4681.383301
	Iteration 16Q: 3 clusters Score -1125174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1125188.250000 Penalty: 4681.383301
	Iteration 17Q: 3 clusters Score -1125188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1125199.625000 Penalty: 4681.383301
	Iteration 18Q: 3 clusters Score -1125200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1125209.125000 Penalty: 4681.383301
	Iteration 19Q: 3 clusters Score -1125209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1125224.000000 Penalty: 4681.383301
	Iteration 20F: 3 clusters Score -1125224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1125236.750000 Penalty: 4681.383301
	Iteration 21Q: 3 clusters Score -1125237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1125245.125000 Penalty: 4681.383301
	Iteration 22Q: 3 clusters Score -1125245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1125253.125000 Penalty: 4681.383301
	Iteration 23Q: 3 clusters Score -1125253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1125256.875000 Penalty: 4681.383301
	Iteration 24Q: 3 clusters Score -1125257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1125259.750000 Penalty: 4681.383301
	Iteration 25Q: 3 clusters Score -1125260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1125264.500000 Penalty: 4681.383301
	Iteration 26Q: 3 clusters Score -1125264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1125269.125000 Penalty: 4681.383301
	Iteration 27Q: 3 clusters Score -1125269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1125274.750000 Penalty: 4681.383301
	Iteration 28Q: 3 clusters Score -1125275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1125277.000000 Penalty: 4681.383301
	Iteration 29Q: 3 clusters Score -1125277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1125278.750000 Penalty: 4681.383301
	Iteration 30Q: 3 clusters Score -1125279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1125282.750000 Penalty: 4681.383301
	Iteration 31Q: 3 clusters Score -1125283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1125282.625000 Penalty: 4681.383301
	Iteration 32Q: 3 clusters Score -1125283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1125283.375000 Penalty: 4681.383301
	Iteration 33Q: 3 clusters Score -1125283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1125283.125000 Penalty: 4681.383301
	Iteration 34Q: 3 clusters Score -1125283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1125282.750000 Penalty: 4681.383301
	Iteration 35Q: 3 clusters Score -1125283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1125281.750000 Penalty: 4681.383301
	Iteration 36Q: 3 clusters Score -1125282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1125283.750000 Penalty: 4681.383301
	Iteration 37Q: 3 clusters Score -1125284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1125286.625000 Penalty: 4681.383301
	Iteration 38Q: 3 clusters Score -1125287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1125287.250000 Penalty: 4681.383301
	Iteration 39Q: 3 clusters Score -1125287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1125288.625000 Penalty: 4681.383301
	Iteration 40F: 3 clusters Score -1125289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1125288.125000 Penalty: 4681.383301
	Iteration 41Q: 3 clusters Score -1125288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1125291.375000 Penalty: 4681.383301
	Iteration 42Q: 3 clusters Score -1125291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1125289.500000 Penalty: 4681.383301
	Iteration 43Q: 3 clusters Score -1125290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1125291.625000 Penalty: 4681.383301
	Iteration 44Q: 3 clusters Score -1125292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1125291.625000 Penalty: 4681.383301
	Iteration 45F: 3 clusters Score -1125292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 60017 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 22634 members 
Mstep: Class 34 contains 10480 members 
Mstep: Class 35 contains 11138 members 
Entering Unmasked Estep 
Score: -83935064.000000 Penalty: 119113.859375
Splitting cluster 18 changes total score from -83778416.000000 to -83935064.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (11057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Entering Unmasked Estep 
Score: -972033.437500 Penalty: 2309.083008
	Iteration 0F: 2 clusters Score -972033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -963759.375000 Penalty: 4618.166016
	Iteration 0F: 3 clusters Score -963759.4 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -967511.250000 Penalty: 4618.166016
	Iteration 1F: 3 clusters Score -967511.2 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -969406.687500 Penalty: 4618.166016
	Iteration 2F: 3 clusters Score -969406.7 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -972133.937500 Penalty: 4618.166016
	Iteration 3F: 3 clusters Score -972133.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -974903.812500 Penalty: 4618.166016
	Iteration 4F: 3 clusters Score -974903.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -975596.437500 Penalty: 4618.166016
	Iteration 5F: 3 clusters Score -975596.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -975982.187500 Penalty: 4618.166016
	Iteration 6Q: 3 clusters Score -975982.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -976311.937500 Penalty: 4618.166016
	Iteration 7Q: 3 clusters Score -976311.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -976614.000000 Penalty: 4618.166016
	Iteration 8Q: 3 clusters Score -976614 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -976947.375000 Penalty: 4618.166016
	Iteration 9Q: 3 clusters Score -976947.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -977325.812500 Penalty: 4618.166016
	Iteration 10Q: 3 clusters Score -977325.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -977724.750000 Penalty: 4618.166016
	Iteration 11Q: 3 clusters Score -977724.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -978286.000000 Penalty: 4618.166016
	Iteration 12Q: 3 clusters Score -978286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -978748.187500 Penalty: 4618.166016
	Iteration 13Q: 3 clusters Score -978748.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -978936.437500 Penalty: 4618.166016
	Iteration 14Q: 3 clusters Score -978936.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -978998.750000 Penalty: 4618.166016
	Iteration 15Q: 3 clusters Score -978998.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -979029.250000 Penalty: 4618.166016
	Iteration 16Q: 3 clusters Score -979029.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -979050.125000 Penalty: 4618.166016
	Iteration 17Q: 3 clusters Score -979050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -979055.125000 Penalty: 4618.166016
	Iteration 18Q: 3 clusters Score -979055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -979067.750000 Penalty: 4618.166016
	Iteration 19Q: 3 clusters Score -979067.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -979084.375000 Penalty: 4618.166016
	Iteration 20F: 3 clusters Score -979084.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -979130.375000 Penalty: 4618.166016
	Iteration 21Q: 3 clusters Score -979130.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -979381.437500 Penalty: 4618.166016
	Iteration 22Q: 3 clusters Score -979381.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -980412.562500 Penalty: 4618.166016
	Iteration 23Q: 3 clusters Score -980412.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -980656.375000 Penalty: 4618.166016
	Iteration 24Q: 3 clusters Score -980656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -980672.062500 Penalty: 4618.166016
	Iteration 25Q: 3 clusters Score -980672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -980677.062500 Penalty: 4618.166016
	Iteration 26Q: 3 clusters Score -980677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -980678.875000 Penalty: 4618.166016
	Iteration 27Q: 3 clusters Score -980678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -980681.500000 Penalty: 4618.166016
	Iteration 28Q: 3 clusters Score -980681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -980682.187500 Penalty: 4618.166016
	Iteration 29Q: 3 clusters Score -980682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -980682.187500 Penalty: 4618.166016
	Iteration 30F: 3 clusters Score -980682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 1887 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 70987 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 60017 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 22634 members 
Mstep: Class 34 contains 10480 members 
Mstep: Class 35 contains 11138 members 
Mstep: Class 36 contains 9218 members 
Entering Unmasked Estep 
Score: -83942456.000000 Penalty: 122517.109375
Splitting cluster 19 changes total score from -83778416.000000 to -83942456.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 30636 members 
Mstep: Class 3 contains 17941 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 83503 members 
Mstep: Class 6 contains 34876 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 11988 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 18342 members 
Mstep: Class 11 contains 248327 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 93132 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83969840.000000 Penalty: 122517.109375
Iteration 39Q: 37 clusters Score -8.396984e+07 nChanged 33306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 31338 members 
Mstep: Class 3 contains 17780 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 81989 members 
Mstep: Class 6 contains 36314 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 11895 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 18711 members 
Mstep: Class 11 contains 251228 members 
Mstep: Class 12 contains 14625 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 97214 members 
Mstep: Class 17 contains 12529 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 6997 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 22 contains 8532 members 
Mstep: Class 23 contains 10286 members 
Mstep: Class 24 contains 66615 members 
Mstep: Class 25 contains 26561 members 
Mstep: Class 26 contains 2705 members 
Mstep: Class 27 contains 5418 members 
Mstep: Class 28 contains 7778 members 
Mstep: Class 29 contains 3803 members 
Mstep: Class 30 contains 7373 members 
Mstep: Class 31 contains 58659 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 21364 members 
Mstep: Class 34 contains 10515 members 
Mstep: Class 35 contains 10612 members 
Mstep: Class 36 contains 8865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83992400.000000 Penalty: 122517.109375
Iteration 40F: 37 clusters Score -8.39924e+07 nChanged 26333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 31283 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 80622 members 
Mstep: Class 6 contains 36415 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 18223 members 
Mstep: Class 11 contains 249984 members 
Mstep: Class 12 contains 14533 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 96161 members 
Mstep: Class 17 contains 12585 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 6892 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 8617 members 
Mstep: Class 23 contains 10320 members 
Mstep: Class 24 contains 67576 members 
Mstep: Class 25 contains 26962 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 5383 members 
Mstep: Class 28 contains 8387 members 
Mstep: Class 29 contains 3861 members 
Mstep: Class 30 contains 7280 members 
Mstep: Class 31 contains 59525 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 21679 members 
Mstep: Class 34 contains 10896 members 
Mstep: Class 35 contains 10897 members 
Mstep: Class 36 contains 9376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84000168.000000 Penalty: 122517.109375
Iteration 41Q: 37 clusters Score -8.400017e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 31272 members 
Mstep: Class 3 contains 16830 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 79928 members 
Mstep: Class 6 contains 36630 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11436 members 
Mstep: Class 9 contains 6821 members 
Mstep: Class 10 contains 17896 members 
Mstep: Class 11 contains 248604 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 96184 members 
Mstep: Class 17 contains 12632 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 2163 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 10386 members 
Mstep: Class 24 contains 68086 members 
Mstep: Class 25 contains 27158 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 5377 members 
Mstep: Class 28 contains 8686 members 
Mstep: Class 29 contains 3898 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 59830 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 21750 members 
Mstep: Class 34 contains 11088 members 
Mstep: Class 35 contains 11106 members 
Mstep: Class 36 contains 9720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84003304.000000 Penalty: 122517.109375
Iteration 42Q: 37 clusters Score -8.40033e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 31244 members 
Mstep: Class 3 contains 16524 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 79497 members 
Mstep: Class 6 contains 36813 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11312 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 17611 members 
Mstep: Class 11 contains 246993 members 
Mstep: Class 12 contains 14451 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 96422 members 
Mstep: Class 17 contains 12680 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 8943 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 68719 members 
Mstep: Class 25 contains 27246 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 5363 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 3937 members 
Mstep: Class 30 contains 7075 members 
Mstep: Class 31 contains 60022 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 21778 members 
Mstep: Class 34 contains 11207 members 
Mstep: Class 35 contains 11300 members 
Mstep: Class 36 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84005952.000000 Penalty: 122517.109375
Iteration 43Q: 37 clusters Score -8.400595e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 31186 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 79195 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11231 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 17336 members 
Mstep: Class 11 contains 245203 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 3365 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 96834 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 6701 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 9132 members 
Mstep: Class 23 contains 10493 members 
Mstep: Class 24 contains 69428 members 
Mstep: Class 25 contains 27267 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 9046 members 
Mstep: Class 29 contains 3956 members 
Mstep: Class 30 contains 7002 members 
Mstep: Class 31 contains 60134 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 21867 members 
Mstep: Class 34 contains 11293 members 
Mstep: Class 35 contains 11509 members 
Mstep: Class 36 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84007856.000000 Penalty: 122517.109375
Iteration 44Q: 37 clusters Score -8.400786e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 31139 members 
Mstep: Class 3 contains 15961 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 78988 members 
Mstep: Class 6 contains 37129 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11178 members 
Mstep: Class 9 contains 7102 members 
Mstep: Class 10 contains 17097 members 
Mstep: Class 11 contains 243345 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 97239 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 2097 members 
Mstep: Class 20 contains 6620 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 9317 members 
Mstep: Class 23 contains 10527 members 
Mstep: Class 24 contains 70171 members 
Mstep: Class 25 contains 27265 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 5351 members 
Mstep: Class 28 contains 9113 members 
Mstep: Class 29 contains 3974 members 
Mstep: Class 30 contains 6924 members 
Mstep: Class 31 contains 60174 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 22009 members 
Mstep: Class 34 contains 11362 members 
Mstep: Class 35 contains 11747 members 
Mstep: Class 36 contains 10447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84009400.000000 Penalty: 122517.109375
Iteration 45Q: 37 clusters Score -8.40094e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 31089 members 
Mstep: Class 3 contains 15735 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 78830 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11136 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 16862 members 
Mstep: Class 11 contains 241278 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 97647 members 
Mstep: Class 17 contains 12812 members 
Mstep: Class 18 contains 2122 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 22 contains 9512 members 
Mstep: Class 23 contains 10553 members 
Mstep: Class 24 contains 71098 members 
Mstep: Class 25 contains 27261 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 5351 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 6877 members 
Mstep: Class 31 contains 60162 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 22266 members 
Mstep: Class 34 contains 11412 members 
Mstep: Class 35 contains 11976 members 
Mstep: Class 36 contains 10615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84011648.000000 Penalty: 122517.109375
Iteration 46Q: 37 clusters Score -8.401165e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 31030 members 
Mstep: Class 3 contains 15534 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 78695 members 
Mstep: Class 6 contains 37324 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11099 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 16634 members 
Mstep: Class 11 contains 238944 members 
Mstep: Class 12 contains 14293 members 
Mstep: Class 13 contains 4320 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 9214 members 
Mstep: Class 16 contains 98027 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 6457 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 9723 members 
Mstep: Class 23 contains 10580 members 
Mstep: Class 24 contains 72222 members 
Mstep: Class 25 contains 27239 members 
Mstep: Class 26 contains 2886 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 9230 members 
Mstep: Class 29 contains 4006 members 
Mstep: Class 30 contains 6844 members 
Mstep: Class 31 contains 60118 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 22601 members 
Mstep: Class 34 contains 11442 members 
Mstep: Class 35 contains 12254 members 
Mstep: Class 36 contains 10768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84013024.000000 Penalty: 122517.109375
Iteration 47Q: 37 clusters Score -8.401302e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 30958 members 
Mstep: Class 3 contains 15322 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 78593 members 
Mstep: Class 6 contains 37405 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11067 members 
Mstep: Class 9 contains 7224 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 236574 members 
Mstep: Class 12 contains 14266 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 15 contains 9334 members 
Mstep: Class 16 contains 98429 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 2324 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 10609 members 
Mstep: Class 24 contains 73433 members 
Mstep: Class 25 contains 27233 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 4026 members 
Mstep: Class 30 contains 6814 members 
Mstep: Class 31 contains 60072 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 22896 members 
Mstep: Class 34 contains 11468 members 
Mstep: Class 35 contains 12528 members 
Mstep: Class 36 contains 10882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84015464.000000 Penalty: 122517.109375
Iteration 48Q: 37 clusters Score -8.401546e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 30921 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 4 contains 4676 members 
Mstep: Class 5 contains 78555 members 
Mstep: Class 6 contains 37454 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11038 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 234152 members 
Mstep: Class 12 contains 14242 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 3384 members 
Mstep: Class 15 contains 9477 members 
Mstep: Class 16 contains 98818 members 
Mstep: Class 17 contains 12939 members 
Mstep: Class 18 contains 2433 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 10114 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 74786 members 
Mstep: Class 25 contains 27207 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 6783 members 
Mstep: Class 31 contains 60025 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 23070 members 
Mstep: Class 34 contains 11483 members 
Mstep: Class 35 contains 12839 members 
Mstep: Class 36 contains 10975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84017768.000000 Penalty: 122517.109375
Iteration 49Q: 37 clusters Score -8.401777e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 30913 members 
Mstep: Class 3 contains 15007 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 78521 members 
Mstep: Class 6 contains 37480 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 15970 members 
Mstep: Class 11 contains 231868 members 
Mstep: Class 12 contains 14211 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 9623 members 
Mstep: Class 16 contains 99146 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 6067 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 10298 members 
Mstep: Class 23 contains 10667 members 
Mstep: Class 24 contains 76293 members 
Mstep: Class 25 contains 27186 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 4056 members 
Mstep: Class 30 contains 6756 members 
Mstep: Class 31 contains 59977 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 23010 members 
Mstep: Class 34 contains 11503 members 
Mstep: Class 35 contains 13144 members 
Mstep: Class 36 contains 11054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84019720.000000 Penalty: 122517.109375
Iteration 50Q: 37 clusters Score -8.401972e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 30928 members 
Mstep: Class 3 contains 14840 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 78510 members 
Mstep: Class 6 contains 37533 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10988 members 
Mstep: Class 9 contains 7247 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 229649 members 
Mstep: Class 12 contains 14176 members 
Mstep: Class 13 contains 4300 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 9769 members 
Mstep: Class 16 contains 99342 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 78096 members 
Mstep: Class 25 contains 27178 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 6739 members 
Mstep: Class 31 contains 59984 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 22678 members 
Mstep: Class 34 contains 11514 members 
Mstep: Class 35 contains 13448 members 
Mstep: Class 36 contains 11113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84021760.000000 Penalty: 122517.109375
Iteration 51Q: 37 clusters Score -8.402176e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 30941 members 
Mstep: Class 3 contains 14743 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 78542 members 
Mstep: Class 6 contains 37584 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10971 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 15515 members 
Mstep: Class 11 contains 227516 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 3396 members 
Mstep: Class 15 contains 9971 members 
Mstep: Class 16 contains 99550 members 
Mstep: Class 17 contains 13013 members 
Mstep: Class 18 contains 2674 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 10684 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 80020 members 
Mstep: Class 25 contains 27154 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 5365 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 6711 members 
Mstep: Class 31 contains 60026 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 22114 members 
Mstep: Class 34 contains 11526 members 
Mstep: Class 35 contains 13707 members 
Mstep: Class 36 contains 11166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84023648.000000 Penalty: 122517.109375
Iteration 52Q: 37 clusters Score -8.402365e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 30974 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 78581 members 
Mstep: Class 6 contains 37641 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10961 members 
Mstep: Class 9 contains 7207 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 225449 members 
Mstep: Class 12 contains 14116 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 3401 members 
Mstep: Class 15 contains 10154 members 
Mstep: Class 16 contains 99670 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 10886 members 
Mstep: Class 23 contains 10704 members 
Mstep: Class 24 contains 82043 members 
Mstep: Class 25 contains 27139 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 5368 members 
Mstep: Class 28 contains 9415 members 
Mstep: Class 29 contains 4105 members 
Mstep: Class 30 contains 6694 members 
Mstep: Class 31 contains 60065 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 21457 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 13969 members 
Mstep: Class 36 contains 11207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84025496.000000 Penalty: 122517.109375
Iteration 53Q: 37 clusters Score -8.40255e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 31016 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 4607 members 
Mstep: Class 5 contains 78620 members 
Mstep: Class 6 contains 37695 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 7186 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 223399 members 
Mstep: Class 12 contains 14083 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 3404 members 
Mstep: Class 15 contains 10335 members 
Mstep: Class 16 contains 99780 members 
Mstep: Class 17 contains 13052 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 5358 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 11076 members 
Mstep: Class 23 contains 10714 members 
Mstep: Class 24 contains 84207 members 
Mstep: Class 25 contains 27106 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 5368 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 4128 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 60101 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 20666 members 
Mstep: Class 34 contains 11562 members 
Mstep: Class 35 contains 14223 members 
Mstep: Class 36 contains 11267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84026864.000000 Penalty: 122517.109375
Iteration 54Q: 37 clusters Score -8.402686e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 31046 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 4602 members 
Mstep: Class 5 contains 78679 members 
Mstep: Class 6 contains 37726 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 7175 members 
Mstep: Class 10 contains 14926 members 
Mstep: Class 11 contains 221419 members 
Mstep: Class 12 contains 14064 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 99847 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 11252 members 
Mstep: Class 23 contains 10721 members 
Mstep: Class 24 contains 86481 members 
Mstep: Class 25 contains 27080 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 5369 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 60104 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 19775 members 
Mstep: Class 34 contains 11580 members 
Mstep: Class 35 contains 14491 members 
Mstep: Class 36 contains 11317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84028384.000000 Penalty: 122517.109375
Iteration 55Q: 37 clusters Score -8.402838e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 31058 members 
Mstep: Class 3 contains 14275 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 78788 members 
Mstep: Class 6 contains 37786 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10924 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 14721 members 
Mstep: Class 11 contains 219447 members 
Mstep: Class 12 contains 14045 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 99835 members 
Mstep: Class 17 contains 13087 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 11411 members 
Mstep: Class 23 contains 10730 members 
Mstep: Class 24 contains 88802 members 
Mstep: Class 25 contains 27053 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 5368 members 
Mstep: Class 28 contains 9451 members 
Mstep: Class 29 contains 4175 members 
Mstep: Class 30 contains 6624 members 
Mstep: Class 31 contains 60109 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 18946 members 
Mstep: Class 34 contains 11590 members 
Mstep: Class 35 contains 14720 members 
Mstep: Class 36 contains 11354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84029768.000000 Penalty: 122517.109375
Iteration 56Q: 37 clusters Score -8.402977e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 31110 members 
Mstep: Class 3 contains 14218 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 78900 members 
Mstep: Class 6 contains 37870 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10920 members 
Mstep: Class 9 contains 7155 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 217401 members 
Mstep: Class 12 contains 14027 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 99715 members 
Mstep: Class 17 contains 13105 members 
Mstep: Class 18 contains 2923 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 4913 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 11545 members 
Mstep: Class 23 contains 10737 members 
Mstep: Class 24 contains 91242 members 
Mstep: Class 25 contains 27027 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 5367 members 
Mstep: Class 28 contains 9465 members 
Mstep: Class 29 contains 4205 members 
Mstep: Class 30 contains 6610 members 
Mstep: Class 31 contains 60120 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 18125 members 
Mstep: Class 34 contains 11597 members 
Mstep: Class 35 contains 14936 members 
Mstep: Class 36 contains 11391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84031320.000000 Penalty: 122517.109375
Iteration 57Q: 37 clusters Score -8.403132e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 31146 members 
Mstep: Class 3 contains 14164 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 79036 members 
Mstep: Class 6 contains 37932 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10915 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 14326 members 
Mstep: Class 11 contains 215315 members 
Mstep: Class 12 contains 14016 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 10968 members 
Mstep: Class 16 contains 99583 members 
Mstep: Class 17 contains 13117 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 4822 members 
Mstep: Class 21 contains 2664 members 
Mstep: Class 22 contains 11691 members 
Mstep: Class 23 contains 10750 members 
Mstep: Class 24 contains 93701 members 
Mstep: Class 25 contains 27007 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 9478 members 
Mstep: Class 29 contains 4237 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 60137 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 17344 members 
Mstep: Class 34 contains 11601 members 
Mstep: Class 35 contains 15142 members 
Mstep: Class 36 contains 11419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84033256.000000 Penalty: 122517.109375
Iteration 58Q: 37 clusters Score -8.403326e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 31179 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 79189 members 
Mstep: Class 6 contains 37996 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10914 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 14155 members 
Mstep: Class 11 contains 213088 members 
Mstep: Class 12 contains 13993 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 99396 members 
Mstep: Class 17 contains 13132 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 4763 members 
Mstep: Class 21 contains 2667 members 
Mstep: Class 22 contains 11809 members 
Mstep: Class 23 contains 10762 members 
Mstep: Class 24 contains 96275 members 
Mstep: Class 25 contains 26992 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 4265 members 
Mstep: Class 30 contains 6578 members 
Mstep: Class 31 contains 60158 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 16634 members 
Mstep: Class 34 contains 11606 members 
Mstep: Class 35 contains 15342 members 
Mstep: Class 36 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84034440.000000 Penalty: 122517.109375
Iteration 59Q: 37 clusters Score -8.403444e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 31200 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 79299 members 
Mstep: Class 6 contains 38038 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10910 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 210793 members 
Mstep: Class 12 contains 13970 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 11136 members 
Mstep: Class 16 contains 99177 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 4713 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 10772 members 
Mstep: Class 24 contains 98874 members 
Mstep: Class 25 contains 26977 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 9549 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 6571 members 
Mstep: Class 31 contains 60179 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 16040 members 
Mstep: Class 34 contains 11610 members 
Mstep: Class 35 contains 15516 members 
Mstep: Class 36 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84037128.000000 Penalty: 122517.109375
Iteration 60F: 37 clusters Score -8.403713e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 31215 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 79409 members 
Mstep: Class 6 contains 38083 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10895 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 13829 members 
Mstep: Class 11 contains 207461 members 
Mstep: Class 12 contains 13942 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 98688 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 2746 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 10778 members 
Mstep: Class 24 contains 101792 members 
Mstep: Class 25 contains 26966 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 5363 members 
Mstep: Class 28 contains 9500 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 60104 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 16371 members 
Mstep: Class 34 contains 11621 members 
Mstep: Class 35 contains 15880 members 
Mstep: Class 36 contains 11466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84039728.000000 Penalty: 122517.109375
Iteration 61Q: 37 clusters Score -8.403973e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 31262 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 79515 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 203895 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 98278 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 12224 members 
Mstep: Class 23 contains 10786 members 
Mstep: Class 24 contains 105147 members 
Mstep: Class 25 contains 26947 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 5362 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 4346 members 
Mstep: Class 30 contains 6531 members 
Mstep: Class 31 contains 59978 members 
Mstep: Class 32 contains 1300 members 
Mstep: Class 33 contains 16412 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 16257 members 
Mstep: Class 36 contains 11478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84042504.000000 Penalty: 122517.109375
Iteration 62Q: 37 clusters Score -8.40425e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 31299 members 
Mstep: Class 3 contains 14082 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 79601 members 
Mstep: Class 6 contains 38140 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10865 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 200259 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 97869 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 2527 members 
Mstep: Class 20 contains 4538 members 
Mstep: Class 21 contains 2851 members 
Mstep: Class 22 contains 12349 members 
Mstep: Class 23 contains 10789 members 
Mstep: Class 24 contains 108780 members 
Mstep: Class 25 contains 26958 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 5361 members 
Mstep: Class 28 contains 9463 members 
Mstep: Class 29 contains 4377 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 59805 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 16319 members 
Mstep: Class 34 contains 11636 members 
Mstep: Class 35 contains 16702 members 
Mstep: Class 36 contains 11497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84046120.000000 Penalty: 122517.109375
Iteration 63Q: 37 clusters Score -8.404612e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 31351 members 
Mstep: Class 3 contains 14040 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 79696 members 
Mstep: Class 6 contains 38191 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 10850 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 13314 members 
Mstep: Class 11 contains 196357 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 11380 members 
Mstep: Class 16 contains 97399 members 
Mstep: Class 17 contains 13200 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 2564 members 
Mstep: Class 20 contains 4487 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 12481 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 112817 members 
Mstep: Class 25 contains 26970 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 5360 members 
Mstep: Class 28 contains 9444 members 
Mstep: Class 29 contains 4411 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 59564 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 16096 members 
Mstep: Class 34 contains 11653 members 
Mstep: Class 35 contains 17165 members 
Mstep: Class 36 contains 11527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84049088.000000 Penalty: 122517.109375
Iteration 64Q: 37 clusters Score -8.404909e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 31365 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 79827 members 
Mstep: Class 6 contains 38236 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 13147 members 
Mstep: Class 11 contains 192667 members 
Mstep: Class 12 contains 13804 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 11419 members 
Mstep: Class 16 contains 96872 members 
Mstep: Class 17 contains 13209 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 10795 members 
Mstep: Class 24 contains 116981 members 
Mstep: Class 25 contains 26962 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 9444 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 6433 members 
Mstep: Class 31 contains 59226 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 15720 members 
Mstep: Class 34 contains 11670 members 
Mstep: Class 35 contains 17622 members 
Mstep: Class 36 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84052720.000000 Penalty: 122517.109375
Iteration 65Q: 37 clusters Score -8.405272e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 31362 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 79993 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10833 members 
Mstep: Class 9 contains 6902 members 
Mstep: Class 10 contains 13015 members 
Mstep: Class 11 contains 189116 members 
Mstep: Class 12 contains 13749 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 11456 members 
Mstep: Class 16 contains 96329 members 
Mstep: Class 17 contains 13217 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 2949 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 10798 members 
Mstep: Class 24 contains 121046 members 
Mstep: Class 25 contains 26961 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 5351 members 
Mstep: Class 28 contains 9433 members 
Mstep: Class 29 contains 4486 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 58840 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 15489 members 
Mstep: Class 34 contains 11687 members 
Mstep: Class 35 contains 17989 members 
Mstep: Class 36 contains 11567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84055864.000000 Penalty: 122517.109375
Iteration 66Q: 37 clusters Score -8.405586e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 31346 members 
Mstep: Class 3 contains 13934 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80106 members 
Mstep: Class 6 contains 38307 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 10 contains 12870 members 
Mstep: Class 11 contains 185929 members 
Mstep: Class 12 contains 13702 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 11485 members 
Mstep: Class 16 contains 95876 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 12810 members 
Mstep: Class 23 contains 10800 members 
Mstep: Class 24 contains 124803 members 
Mstep: Class 25 contains 26944 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 5346 members 
Mstep: Class 28 contains 9413 members 
Mstep: Class 29 contains 4537 members 
Mstep: Class 30 contains 6393 members 
Mstep: Class 31 contains 58413 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 15338 members 
Mstep: Class 34 contains 11706 members 
Mstep: Class 35 contains 18280 members 
Mstep: Class 36 contains 11592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84058088.000000 Penalty: 122517.109375
Iteration 67Q: 37 clusters Score -8.405809e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 31338 members 
Mstep: Class 3 contains 13858 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 80254 members 
Mstep: Class 6 contains 38335 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10815 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 183166 members 
Mstep: Class 12 contains 13669 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 11504 members 
Mstep: Class 16 contains 95492 members 
Mstep: Class 17 contains 13225 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 2663 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 12889 members 
Mstep: Class 23 contains 10801 members 
Mstep: Class 24 contains 128013 members 
Mstep: Class 25 contains 26927 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 5344 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 4601 members 
Mstep: Class 30 contains 6373 members 
Mstep: Class 31 contains 58020 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 15179 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 18537 members 
Mstep: Class 36 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84059288.000000 Penalty: 122517.109375
Iteration 68Q: 37 clusters Score -8.405929e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 31340 members 
Mstep: Class 3 contains 13815 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 80418 members 
Mstep: Class 6 contains 38374 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10807 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 12582 members 
Mstep: Class 11 contains 180821 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 11530 members 
Mstep: Class 16 contains 95040 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 2972 members 
Mstep: Class 22 contains 12962 members 
Mstep: Class 23 contains 10801 members 
Mstep: Class 24 contains 130744 members 
Mstep: Class 25 contains 26926 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 5340 members 
Mstep: Class 28 contains 9375 members 
Mstep: Class 29 contains 4677 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 57674 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 15031 members 
Mstep: Class 34 contains 11737 members 
Mstep: Class 35 contains 18803 members 
Mstep: Class 36 contains 11606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84059496.000000 Penalty: 122517.109375
Iteration 69Q: 37 clusters Score -8.40595e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 31334 members 
Mstep: Class 3 contains 13765 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 80561 members 
Mstep: Class 6 contains 38417 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 12424 members 
Mstep: Class 11 contains 178772 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 16 contains 94598 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 4277 members 
Mstep: Class 21 contains 2980 members 
Mstep: Class 22 contains 13034 members 
Mstep: Class 23 contains 10802 members 
Mstep: Class 24 contains 133157 members 
Mstep: Class 25 contains 26937 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9364 members 
Mstep: Class 29 contains 4740 members 
Mstep: Class 30 contains 6332 members 
Mstep: Class 31 contains 57363 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14882 members 
Mstep: Class 34 contains 11758 members 
Mstep: Class 35 contains 19088 members 
Mstep: Class 36 contains 11605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84060640.000000 Penalty: 122517.109375
Iteration 70Q: 37 clusters Score -8.406064e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 31337 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 80680 members 
Mstep: Class 6 contains 38453 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 12255 members 
Mstep: Class 11 contains 177028 members 
Mstep: Class 12 contains 13587 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 11558 members 
Mstep: Class 16 contains 94162 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 4250 members 
Mstep: Class 21 contains 2988 members 
Mstep: Class 22 contains 13099 members 
Mstep: Class 23 contains 10802 members 
Mstep: Class 24 contains 135279 members 
Mstep: Class 25 contains 26938 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9347 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 57106 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14764 members 
Mstep: Class 34 contains 11785 members 
Mstep: Class 35 contains 19323 members 
Mstep: Class 36 contains 11609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84061016.000000 Penalty: 122517.109375
Iteration 71Q: 37 clusters Score -8.406102e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 31322 members 
Mstep: Class 3 contains 13675 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 80764 members 
Mstep: Class 6 contains 38493 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10785 members 
Mstep: Class 9 contains 6924 members 
Mstep: Class 10 contains 12104 members 
Mstep: Class 11 contains 175626 members 
Mstep: Class 12 contains 13564 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 11581 members 
Mstep: Class 16 contains 93721 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 13163 members 
Mstep: Class 23 contains 10802 members 
Mstep: Class 24 contains 137077 members 
Mstep: Class 25 contains 26922 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 9354 members 
Mstep: Class 29 contains 4877 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 56895 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14668 members 
Mstep: Class 34 contains 11797 members 
Mstep: Class 35 contains 19508 members 
Mstep: Class 36 contains 11604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84061856.000000 Penalty: 122517.109375
Iteration 72Q: 37 clusters Score -8.406186e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 31302 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 5 contains 80834 members 
Mstep: Class 6 contains 38512 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10782 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 174441 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 93350 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 4404 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 13228 members 
Mstep: Class 23 contains 10802 members 
Mstep: Class 24 contains 138650 members 
Mstep: Class 25 contains 26909 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 9347 members 
Mstep: Class 29 contains 4944 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 56700 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14606 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 19681 members 
Mstep: Class 36 contains 11591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84061928.000000 Penalty: 122517.109375
Iteration 73Q: 37 clusters Score -8.406193e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 31289 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 80853 members 
Mstep: Class 6 contains 38539 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 11816 members 
Mstep: Class 11 contains 173452 members 
Mstep: Class 12 contains 13529 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 11644 members 
Mstep: Class 16 contains 93022 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 4451 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 3019 members 
Mstep: Class 22 contains 13293 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 139994 members 
Mstep: Class 25 contains 26900 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 5338 members 
Mstep: Class 28 contains 9334 members 
Mstep: Class 29 contains 5000 members 
Mstep: Class 30 contains 6268 members 
Mstep: Class 31 contains 56520 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14549 members 
Mstep: Class 34 contains 11826 members 
Mstep: Class 35 contains 19834 members 
Mstep: Class 36 contains 11575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84062336.000000 Penalty: 122517.109375
Iteration 74Q: 37 clusters Score -8.406234e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 31276 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 80856 members 
Mstep: Class 6 contains 38561 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10771 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 11702 members 
Mstep: Class 11 contains 172562 members 
Mstep: Class 12 contains 13517 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 11674 members 
Mstep: Class 16 contains 92697 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 4489 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 3025 members 
Mstep: Class 22 contains 13369 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 141239 members 
Mstep: Class 25 contains 26891 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9333 members 
Mstep: Class 29 contains 5047 members 
Mstep: Class 30 contains 6256 members 
Mstep: Class 31 contains 56362 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 11845 members 
Mstep: Class 35 contains 19964 members 
Mstep: Class 36 contains 11552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84062608.000000 Penalty: 122517.109375
Iteration 75Q: 37 clusters Score -8.406261e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 31246 members 
Mstep: Class 3 contains 13491 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 80854 members 
Mstep: Class 6 contains 38573 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10771 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 11580 members 
Mstep: Class 11 contains 171828 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11705 members 
Mstep: Class 16 contains 92411 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 3033 members 
Mstep: Class 22 contains 13446 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 142316 members 
Mstep: Class 25 contains 26876 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9322 members 
Mstep: Class 29 contains 5085 members 
Mstep: Class 30 contains 6247 members 
Mstep: Class 31 contains 56248 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14454 members 
Mstep: Class 34 contains 11863 members 
Mstep: Class 35 contains 20067 members 
Mstep: Class 36 contains 11539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84062968.000000 Penalty: 122517.109375
Iteration 76Q: 37 clusters Score -8.406297e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 31227 members 
Mstep: Class 3 contains 13424 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 80852 members 
Mstep: Class 6 contains 38592 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10770 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 10 contains 11478 members 
Mstep: Class 11 contains 171221 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11725 members 
Mstep: Class 16 contains 92127 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 4557 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 4110 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 13532 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 143220 members 
Mstep: Class 25 contains 26863 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9311 members 
Mstep: Class 29 contains 5108 members 
Mstep: Class 30 contains 6234 members 
Mstep: Class 31 contains 56141 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14420 members 
Mstep: Class 34 contains 11883 members 
Mstep: Class 35 contains 20169 members 
Mstep: Class 36 contains 11523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84063288.000000 Penalty: 122517.109375
Iteration 77Q: 37 clusters Score -8.406329e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 31217 members 
Mstep: Class 3 contains 13355 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 80818 members 
Mstep: Class 6 contains 38599 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10770 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 11 contains 170685 members 
Mstep: Class 12 contains 13494 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11743 members 
Mstep: Class 16 contains 91863 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 18 contains 4588 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 13612 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144053 members 
Mstep: Class 25 contains 26854 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9297 members 
Mstep: Class 29 contains 5124 members 
Mstep: Class 30 contains 6226 members 
Mstep: Class 31 contains 56036 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14392 members 
Mstep: Class 34 contains 11902 members 
Mstep: Class 35 contains 20276 members 
Mstep: Class 36 contains 11515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84063312.000000 Penalty: 122517.109375
Iteration 78Q: 37 clusters Score -8.406331e+07 nChanged 1626
Entering ConstructFrom: 
Score: -84063312.000000 Penalty: 122517.109375
Entering ConstructFrom: 
Trying to split cluster 1 (49429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Entering Unmasked Estep 
Score: -4782083.000000 Penalty: 2680.456543
	Iteration 0F: 2 clusters Score -4782083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4749077.000000 Penalty: 5360.913086
	Iteration 0F: 3 clusters Score -4749077 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4761838.000000 Penalty: 5360.913086
	Iteration 1F: 3 clusters Score -4761838 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4762786.500000 Penalty: 5360.913086
	Iteration 2Q: 3 clusters Score -4762786 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -4763940.000000 Penalty: 5360.913086
	Iteration 3F: 3 clusters Score -4763940 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4765208.000000 Penalty: 5360.913086
	Iteration 4F: 3 clusters Score -4765208 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4766517.500000 Penalty: 5360.913086
	Iteration 5F: 3 clusters Score -4766518 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4767997.500000 Penalty: 5360.913086
	Iteration 6F: 3 clusters Score -4767998 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4769609.500000 Penalty: 5360.913086
	Iteration 7F: 3 clusters Score -4769610 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4771388.500000 Penalty: 5360.913086
	Iteration 8F: 3 clusters Score -4771388 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4773218.000000 Penalty: 5360.913086
	Iteration 9F: 3 clusters Score -4773218 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4774710.500000 Penalty: 5360.913086
	Iteration 10Q: 3 clusters Score -4774710 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4775705.500000 Penalty: 5360.913086
	Iteration 11Q: 3 clusters Score -4775706 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4776492.500000 Penalty: 5360.913086
	Iteration 12Q: 3 clusters Score -4776492 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4777146.000000 Penalty: 5360.913086
	Iteration 13Q: 3 clusters Score -4777146 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4777844.000000 Penalty: 5360.913086
	Iteration 14Q: 3 clusters Score -4777844 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4778475.000000 Penalty: 5360.913086
	Iteration 15Q: 3 clusters Score -4778475 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4779019.500000 Penalty: 5360.913086
	Iteration 16Q: 3 clusters Score -4779020 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4779435.000000 Penalty: 5360.913086
	Iteration 17Q: 3 clusters Score -4779435 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4779736.500000 Penalty: 5360.913086
	Iteration 18Q: 3 clusters Score -4779736 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -4780002.000000 Penalty: 5360.913086
	Iteration 19Q: 3 clusters Score -4780002 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4780265.500000 Penalty: 5360.913086
	Iteration 20F: 3 clusters Score -4780266 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4780613.500000 Penalty: 5360.913086
	Iteration 21Q: 3 clusters Score -4780614 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4780989.000000 Penalty: 5360.913086
	Iteration 22Q: 3 clusters Score -4780989 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4781399.000000 Penalty: 5360.913086
	Iteration 23Q: 3 clusters Score -4781399 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4781628.500000 Penalty: 5360.913086
	Iteration 24Q: 3 clusters Score -4781628 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4781757.000000 Penalty: 5360.913086
	Iteration 25Q: 3 clusters Score -4781757 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4781796.500000 Penalty: 5360.913086
	Iteration 26Q: 3 clusters Score -4781796 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4781827.500000 Penalty: 5360.913086
	Iteration 27Q: 3 clusters Score -4781828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4781842.000000 Penalty: 5360.913086
	Iteration 28Q: 3 clusters Score -4781842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4781867.000000 Penalty: 5360.913086
	Iteration 29Q: 3 clusters Score -4781867 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4781886.500000 Penalty: 5360.913086
	Iteration 30Q: 3 clusters Score -4781886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4781903.000000 Penalty: 5360.913086
	Iteration 31Q: 3 clusters Score -4781903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4781893.500000 Penalty: 5360.913086
	Iteration 32Q: 3 clusters Score -4781894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4781898.000000 Penalty: 5360.913086
	Iteration 33Q: 3 clusters Score -4781898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4781902.000000 Penalty: 5360.913086
	Iteration 34Q: 3 clusters Score -4781902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4781906.000000 Penalty: 5360.913086
	Iteration 35Q: 3 clusters Score -4781906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4781910.500000 Penalty: 5360.913086
	Iteration 36Q: 3 clusters Score -4781910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4781906.000000 Penalty: 5360.913086
	Iteration 37Q: 3 clusters Score -4781906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -4781911.000000 Penalty: 5360.913086
	Iteration 38Q: 3 clusters Score -4781911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4781914.000000 Penalty: 5360.913086
	Iteration 39Q: 3 clusters Score -4781914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -4781926.000000 Penalty: 5360.913086
	Iteration 40F: 3 clusters Score -4781926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4781933.500000 Penalty: 5360.913086
	Iteration 41Q: 3 clusters Score -4781934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4781946.000000 Penalty: 5360.913086
	Iteration 42Q: 3 clusters Score -4781946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -4781952.500000 Penalty: 5360.913086
	Iteration 43Q: 3 clusters Score -4781952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4781964.500000 Penalty: 5360.913086
	Iteration 44Q: 3 clusters Score -4781964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4781971.500000 Penalty: 5360.913086
	Iteration 45Q: 3 clusters Score -4781972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -4781975.000000 Penalty: 5360.913086
	Iteration 46Q: 3 clusters Score -4781975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4781975.500000 Penalty: 5360.913086
	Iteration 47Q: 3 clusters Score -4781976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -4781972.500000 Penalty: 5360.913086
	Iteration 48Q: 3 clusters Score -4781972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4781972.500000 Penalty: 5360.913086
	Iteration 49Q: 3 clusters Score -4781972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4781967.500000 Penalty: 5360.913086
	Iteration 50Q: 3 clusters Score -4781968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4781981.500000 Penalty: 5360.913086
	Iteration 51Q: 3 clusters Score -4781982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -4781986.500000 Penalty: 5360.913086
	Iteration 52Q: 3 clusters Score -4781986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -4781981.500000 Penalty: 5360.913086
	Iteration 53Q: 3 clusters Score -4781982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4781986.000000 Penalty: 5360.913086
	Iteration 54Q: 3 clusters Score -4781986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -4781994.500000 Penalty: 5360.913086
	Iteration 55Q: 3 clusters Score -4781994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4781997.500000 Penalty: 5360.913086
	Iteration 56Q: 3 clusters Score -4781998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4782002.500000 Penalty: 5360.913086
	Iteration 57Q: 3 clusters Score -4782002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4782001.000000 Penalty: 5360.913086
	Iteration 58Q: 3 clusters Score -4782001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -4782010.000000 Penalty: 5360.913086
	Iteration 59Q: 3 clusters Score -4782010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4782010.500000 Penalty: 5360.913086
	Iteration 60F: 3 clusters Score -4782010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -4782010.000000 Penalty: 5360.913086
	Iteration 61Q: 3 clusters Score -4782010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4782013.000000 Penalty: 5360.913086
	Iteration 62Q: 3 clusters Score -4782013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4782013.500000 Penalty: 5360.913086
	Iteration 63Q: 3 clusters Score -4782014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4782012.000000 Penalty: 5360.913086
	Iteration 64Q: 3 clusters Score -4782012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4782017.000000 Penalty: 5360.913086
	Iteration 65Q: 3 clusters Score -4782017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -4782019.000000 Penalty: 5360.913086
	Iteration 66Q: 3 clusters Score -4782019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4782029.500000 Penalty: 5360.913086
	Iteration 67Q: 3 clusters Score -4782030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4782031.000000 Penalty: 5360.913086
	Iteration 68Q: 3 clusters Score -4782031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -4782032.000000 Penalty: 5360.913086
	Iteration 69Q: 3 clusters Score -4782032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4782032.000000 Penalty: 5360.913086
	Iteration 70Q: 3 clusters Score -4782032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4782049.000000 Penalty: 5360.913086
	Iteration 71Q: 3 clusters Score -4782049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4782046.000000 Penalty: 5360.913086
	Iteration 72Q: 3 clusters Score -4782046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4782052.500000 Penalty: 5360.913086
	Iteration 73Q: 3 clusters Score -4782052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4782067.000000 Penalty: 5360.913086
	Iteration 74Q: 3 clusters Score -4782067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4782067.500000 Penalty: 5360.913086
	Iteration 75Q: 3 clusters Score -4782068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4782073.000000 Penalty: 5360.913086
	Iteration 76Q: 3 clusters Score -4782073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4782061.500000 Penalty: 5360.913086
	Iteration 77Q: 3 clusters Score -4782062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4782064.000000 Penalty: 5360.913086
	Iteration 78Q: 3 clusters Score -4782064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4782075.000000 Penalty: 5360.913086
	Iteration 79Q: 3 clusters Score -4782075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4782080.500000 Penalty: 5360.913086
	Iteration 80F: 3 clusters Score -4782080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4782065.500000 Penalty: 5360.913086
	Iteration 81Q: 3 clusters Score -4782066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4782066.000000 Penalty: 5360.913086
	Iteration 82Q: 3 clusters Score -4782066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4782061.000000 Penalty: 5360.913086
	Iteration 83Q: 3 clusters Score -4782061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4782067.000000 Penalty: 5360.913086
	Iteration 84Q: 3 clusters Score -4782067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4782066.000000 Penalty: 5360.913086
	Iteration 85Q: 3 clusters Score -4782066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -4782065.500000 Penalty: 5360.913086
	Iteration 86Q: 3 clusters Score -4782066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4782062.500000 Penalty: 5360.913086
	Iteration 87Q: 3 clusters Score -4782062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -4782065.500000 Penalty: 5360.913086
	Iteration 88Q: 3 clusters Score -4782066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4782058.500000 Penalty: 5360.913086
	Iteration 89Q: 3 clusters Score -4782058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4782056.000000 Penalty: 5360.913086
	Iteration 90Q: 3 clusters Score -4782056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4782056.000000 Penalty: 5360.913086
	Iteration 91F: 3 clusters Score -4782056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Entering Unmasked Estep 
Score: -3002792.250000 Penalty: 2566.426514
	Iteration 0F: 2 clusters Score -3002792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2981365.000000 Penalty: 5132.853027
	Iteration 0F: 3 clusters Score -2981365 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2989058.750000 Penalty: 5132.853027
	Iteration 1F: 3 clusters Score -2989059 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2989505.000000 Penalty: 5132.853027
	Iteration 2Q: 3 clusters Score -2989505 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2989941.500000 Penalty: 5132.853027
	Iteration 3Q: 3 clusters Score -2989942 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2990468.250000 Penalty: 5132.853027
	Iteration 4Q: 3 clusters Score -2990468 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2991088.250000 Penalty: 5132.853027
	Iteration 5Q: 3 clusters Score -2991088 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2991963.000000 Penalty: 5132.853027
	Iteration 6Q: 3 clusters Score -2991963 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2993170.000000 Penalty: 5132.853027
	Iteration 7F: 3 clusters Score -2993170 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2994621.500000 Penalty: 5132.853027
	Iteration 8F: 3 clusters Score -2994622 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2996096.000000 Penalty: 5132.853027
	Iteration 9F: 3 clusters Score -2996096 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2997494.000000 Penalty: 5132.853027
	Iteration 10F: 3 clusters Score -2997494 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2998550.750000 Penalty: 5132.853027
	Iteration 11Q: 3 clusters Score -2998551 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2999275.500000 Penalty: 5132.853027
	Iteration 12Q: 3 clusters Score -2999276 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2999791.000000 Penalty: 5132.853027
	Iteration 13Q: 3 clusters Score -2999791 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3000173.250000 Penalty: 5132.853027
	Iteration 14Q: 3 clusters Score -3000173 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3000447.500000 Penalty: 5132.853027
	Iteration 15Q: 3 clusters Score -3000448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3000701.000000 Penalty: 5132.853027
	Iteration 16Q: 3 clusters Score -3000701 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3000882.500000 Penalty: 5132.853027
	Iteration 17Q: 3 clusters Score -3000882 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3001032.500000 Penalty: 5132.853027
	Iteration 18Q: 3 clusters Score -3001032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3001128.250000 Penalty: 5132.853027
	Iteration 19Q: 3 clusters Score -3001128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3001173.750000 Penalty: 5132.853027
	Iteration 20F: 3 clusters Score -3001174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3001207.250000 Penalty: 5132.853027
	Iteration 21Q: 3 clusters Score -3001207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3001230.000000 Penalty: 5132.853027
	Iteration 22Q: 3 clusters Score -3001230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3001251.250000 Penalty: 5132.853027
	Iteration 23Q: 3 clusters Score -3001251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3001267.000000 Penalty: 5132.853027
	Iteration 24Q: 3 clusters Score -3001267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3001280.500000 Penalty: 5132.853027
	Iteration 25Q: 3 clusters Score -3001280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3001278.750000 Penalty: 5132.853027
	Iteration 26Q: 3 clusters Score -3001279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3001283.750000 Penalty: 5132.853027
	Iteration 27Q: 3 clusters Score -3001284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3001291.250000 Penalty: 5132.853027
	Iteration 28Q: 3 clusters Score -3001291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3001294.250000 Penalty: 5132.853027
	Iteration 29Q: 3 clusters Score -3001294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3001306.250000 Penalty: 5132.853027
	Iteration 30Q: 3 clusters Score -3001306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3001313.250000 Penalty: 5132.853027
	Iteration 31Q: 3 clusters Score -3001313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3001318.750000 Penalty: 5132.853027
	Iteration 32Q: 3 clusters Score -3001319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3001319.500000 Penalty: 5132.853027
	Iteration 33Q: 3 clusters Score -3001320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3001322.750000 Penalty: 5132.853027
	Iteration 34Q: 3 clusters Score -3001323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3001317.250000 Penalty: 5132.853027
	Iteration 35Q: 3 clusters Score -3001317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3001319.250000 Penalty: 5132.853027
	Iteration 36Q: 3 clusters Score -3001319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3001325.000000 Penalty: 5132.853027
	Iteration 37Q: 3 clusters Score -3001325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3001320.500000 Penalty: 5132.853027
	Iteration 38Q: 3 clusters Score -3001320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3001320.500000 Penalty: 5132.853027
	Iteration 39F: 3 clusters Score -3001320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -1161114.250000 Penalty: 2354.571777
	Iteration 0F: 2 clusters Score -1161114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1151374.375000 Penalty: 4709.143555
	Iteration 0F: 3 clusters Score -1151374 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1154885.625000 Penalty: 4709.143555
	Iteration 1F: 3 clusters Score -1154886 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1155670.250000 Penalty: 4709.143555
	Iteration 2F: 3 clusters Score -1155670 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1156404.125000 Penalty: 4709.143555
	Iteration 3F: 3 clusters Score -1156404 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1156953.375000 Penalty: 4709.143555
	Iteration 4F: 3 clusters Score -1156953 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1157400.375000 Penalty: 4709.143555
	Iteration 5F: 3 clusters Score -1157400 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1157766.500000 Penalty: 4709.143555
	Iteration 6Q: 3 clusters Score -1157766 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1158086.750000 Penalty: 4709.143555
	Iteration 7Q: 3 clusters Score -1158087 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1158382.750000 Penalty: 4709.143555
	Iteration 8Q: 3 clusters Score -1158383 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1158610.750000 Penalty: 4709.143555
	Iteration 9Q: 3 clusters Score -1158611 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1158777.125000 Penalty: 4709.143555
	Iteration 10Q: 3 clusters Score -1158777 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1158925.250000 Penalty: 4709.143555
	Iteration 11Q: 3 clusters Score -1158925 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1159045.375000 Penalty: 4709.143555
	Iteration 12Q: 3 clusters Score -1159045 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1159158.125000 Penalty: 4709.143555
	Iteration 13Q: 3 clusters Score -1159158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1159254.000000 Penalty: 4709.143555
	Iteration 14Q: 3 clusters Score -1159254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1159316.375000 Penalty: 4709.143555
	Iteration 15Q: 3 clusters Score -1159316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1159371.125000 Penalty: 4709.143555
	Iteration 16Q: 3 clusters Score -1159371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1159425.500000 Penalty: 4709.143555
	Iteration 17Q: 3 clusters Score -1159426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1159474.625000 Penalty: 4709.143555
	Iteration 18Q: 3 clusters Score -1159475 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1159520.750000 Penalty: 4709.143555
	Iteration 19Q: 3 clusters Score -1159521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1159554.500000 Penalty: 4709.143555
	Iteration 20F: 3 clusters Score -1159554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1159591.750000 Penalty: 4709.143555
	Iteration 21Q: 3 clusters Score -1159592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1159620.000000 Penalty: 4709.143555
	Iteration 22Q: 3 clusters Score -1159620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1159637.750000 Penalty: 4709.143555
	Iteration 23Q: 3 clusters Score -1159638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1159657.625000 Penalty: 4709.143555
	Iteration 24Q: 3 clusters Score -1159658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1159683.750000 Penalty: 4709.143555
	Iteration 25Q: 3 clusters Score -1159684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1159708.625000 Penalty: 4709.143555
	Iteration 26Q: 3 clusters Score -1159709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1159735.500000 Penalty: 4709.143555
	Iteration 27Q: 3 clusters Score -1159736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1159754.000000 Penalty: 4709.143555
	Iteration 28Q: 3 clusters Score -1159754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1159782.750000 Penalty: 4709.143555
	Iteration 29Q: 3 clusters Score -1159783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1159802.250000 Penalty: 4709.143555
	Iteration 30Q: 3 clusters Score -1159802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1159817.250000 Penalty: 4709.143555
	Iteration 31Q: 3 clusters Score -1159817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1159832.250000 Penalty: 4709.143555
	Iteration 32Q: 3 clusters Score -1159832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1159842.250000 Penalty: 4709.143555
	Iteration 33Q: 3 clusters Score -1159842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1159854.625000 Penalty: 4709.143555
	Iteration 34Q: 3 clusters Score -1159855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1159865.500000 Penalty: 4709.143555
	Iteration 35Q: 3 clusters Score -1159866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1159882.500000 Penalty: 4709.143555
	Iteration 36Q: 3 clusters Score -1159882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1159890.125000 Penalty: 4709.143555
	Iteration 37Q: 3 clusters Score -1159890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1159901.000000 Penalty: 4709.143555
	Iteration 38Q: 3 clusters Score -1159901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1159903.500000 Penalty: 4709.143555
	Iteration 39Q: 3 clusters Score -1159904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1159909.250000 Penalty: 4709.143555
	Iteration 40F: 3 clusters Score -1159909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1159912.375000 Penalty: 4709.143555
	Iteration 41Q: 3 clusters Score -1159912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1159914.125000 Penalty: 4709.143555
	Iteration 42Q: 3 clusters Score -1159914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1159917.250000 Penalty: 4709.143555
	Iteration 43Q: 3 clusters Score -1159917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1159919.125000 Penalty: 4709.143555
	Iteration 44Q: 3 clusters Score -1159919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1159921.875000 Penalty: 4709.143555
	Iteration 45Q: 3 clusters Score -1159922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1159922.750000 Penalty: 4709.143555
	Iteration 46Q: 3 clusters Score -1159923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1159926.000000 Penalty: 4709.143555
	Iteration 47Q: 3 clusters Score -1159926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1159932.875000 Penalty: 4709.143555
	Iteration 48Q: 3 clusters Score -1159933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1159936.500000 Penalty: 4709.143555
	Iteration 49Q: 3 clusters Score -1159936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1159944.375000 Penalty: 4709.143555
	Iteration 50Q: 3 clusters Score -1159944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1159951.625000 Penalty: 4709.143555
	Iteration 51Q: 3 clusters Score -1159952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1159957.250000 Penalty: 4709.143555
	Iteration 52Q: 3 clusters Score -1159957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1159965.375000 Penalty: 4709.143555
	Iteration 53Q: 3 clusters Score -1159965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1159978.000000 Penalty: 4709.143555
	Iteration 54Q: 3 clusters Score -1159978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1159979.000000 Penalty: 4709.143555
	Iteration 55Q: 3 clusters Score -1159979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1159992.500000 Penalty: 4709.143555
	Iteration 56Q: 3 clusters Score -1159992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1159996.875000 Penalty: 4709.143555
	Iteration 57Q: 3 clusters Score -1159997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1160004.250000 Penalty: 4709.143555
	Iteration 58Q: 3 clusters Score -1160004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1160010.000000 Penalty: 4709.143555
	Iteration 59Q: 3 clusters Score -1160010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1160017.125000 Penalty: 4709.143555
	Iteration 60F: 3 clusters Score -1160017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1160025.500000 Penalty: 4709.143555
	Iteration 61Q: 3 clusters Score -1160026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1160038.875000 Penalty: 4709.143555
	Iteration 62Q: 3 clusters Score -1160039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1160042.250000 Penalty: 4709.143555
	Iteration 63Q: 3 clusters Score -1160042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1160050.375000 Penalty: 4709.143555
	Iteration 64Q: 3 clusters Score -1160050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1160057.625000 Penalty: 4709.143555
	Iteration 65Q: 3 clusters Score -1160058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1160066.375000 Penalty: 4709.143555
	Iteration 66Q: 3 clusters Score -1160066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1160081.250000 Penalty: 4709.143555
	Iteration 67Q: 3 clusters Score -1160081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1160094.250000 Penalty: 4709.143555
	Iteration 68Q: 3 clusters Score -1160094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1160110.125000 Penalty: 4709.143555
	Iteration 69Q: 3 clusters Score -1160110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1160135.250000 Penalty: 4709.143555
	Iteration 70Q: 3 clusters Score -1160135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1160157.375000 Penalty: 4709.143555
	Iteration 71Q: 3 clusters Score -1160157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1160174.375000 Penalty: 4709.143555
	Iteration 72Q: 3 clusters Score -1160174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1160192.000000 Penalty: 4709.143555
	Iteration 73Q: 3 clusters Score -1160192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1160215.875000 Penalty: 4709.143555
	Iteration 74Q: 3 clusters Score -1160216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1160248.625000 Penalty: 4709.143555
	Iteration 75Q: 3 clusters Score -1160249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1160313.625000 Penalty: 4709.143555
	Iteration 76Q: 3 clusters Score -1160314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1160389.500000 Penalty: 4709.143555
	Iteration 77Q: 3 clusters Score -1160390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1160452.500000 Penalty: 4709.143555
	Iteration 78Q: 3 clusters Score -1160452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1160526.625000 Penalty: 4709.143555
	Iteration 79Q: 3 clusters Score -1160527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1160599.000000 Penalty: 4709.143555
	Iteration 80F: 3 clusters Score -1160599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1160680.125000 Penalty: 4709.143555
	Iteration 81Q: 3 clusters Score -1160680 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1160763.875000 Penalty: 4709.143555
	Iteration 82Q: 3 clusters Score -1160764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1160860.500000 Penalty: 4709.143555
	Iteration 83Q: 3 clusters Score -1160860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1160994.250000 Penalty: 4709.143555
	Iteration 84Q: 3 clusters Score -1160994 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1161129.000000 Penalty: 4709.143555
	Iteration 85Q: 3 clusters Score -1161129 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1161246.750000 Penalty: 4709.143555
	Iteration 86Q: 3 clusters Score -1161247 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1161345.875000 Penalty: 4709.143555
	Iteration 87Q: 3 clusters Score -1161346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1161421.000000 Penalty: 4709.143555
	Iteration 88Q: 3 clusters Score -1161421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1161475.375000 Penalty: 4709.143555
	Iteration 89Q: 3 clusters Score -1161475 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1161542.000000 Penalty: 4709.143555
	Iteration 90Q: 3 clusters Score -1161542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1161572.750000 Penalty: 4709.143555
	Iteration 91Q: 3 clusters Score -1161573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1161606.125000 Penalty: 4709.143555
	Iteration 92Q: 3 clusters Score -1161606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1161635.875000 Penalty: 4709.143555
	Iteration 93Q: 3 clusters Score -1161636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1161652.375000 Penalty: 4709.143555
	Iteration 94Q: 3 clusters Score -1161652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1161673.250000 Penalty: 4709.143555
	Iteration 95Q: 3 clusters Score -1161673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1161693.500000 Penalty: 4709.143555
	Iteration 96Q: 3 clusters Score -1161694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1161711.000000 Penalty: 4709.143555
	Iteration 97Q: 3 clusters Score -1161711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1161719.875000 Penalty: 4709.143555
	Iteration 98Q: 3 clusters Score -1161720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1161725.750000 Penalty: 4709.143555
	Iteration 99Q: 3 clusters Score -1161726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1161777.750000 Penalty: 4709.143555
	Iteration 100F: 3 clusters Score -1161778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1161803.375000 Penalty: 4709.143555
	Iteration 101Q: 3 clusters Score -1161803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1161815.750000 Penalty: 4709.143555
	Iteration 102Q: 3 clusters Score -1161816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1161825.250000 Penalty: 4709.143555
	Iteration 103Q: 3 clusters Score -1161825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1161833.000000 Penalty: 4709.143555
	Iteration 104Q: 3 clusters Score -1161833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1161840.625000 Penalty: 4709.143555
	Iteration 105Q: 3 clusters Score -1161841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1161843.875000 Penalty: 4709.143555
	Iteration 106Q: 3 clusters Score -1161844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1161847.375000 Penalty: 4709.143555
	Iteration 107Q: 3 clusters Score -1161847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1161851.375000 Penalty: 4709.143555
	Iteration 108Q: 3 clusters Score -1161851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1161849.375000 Penalty: 4709.143555
	Iteration 109Q: 3 clusters Score -1161849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1161848.500000 Penalty: 4709.143555
	Iteration 110Q: 3 clusters Score -1161848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1161851.750000 Penalty: 4709.143555
	Iteration 111Q: 3 clusters Score -1161852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1161852.875000 Penalty: 4709.143555
	Iteration 112Q: 3 clusters Score -1161853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1161852.750000 Penalty: 4709.143555
	Iteration 113Q: 3 clusters Score -1161853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1161856.250000 Penalty: 4709.143555
	Iteration 114Q: 3 clusters Score -1161856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1161858.125000 Penalty: 4709.143555
	Iteration 115Q: 3 clusters Score -1161858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1161856.250000 Penalty: 4709.143555
	Iteration 116Q: 3 clusters Score -1161856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1161857.875000 Penalty: 4709.143555
	Iteration 117Q: 3 clusters Score -1161858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1161857.875000 Penalty: 4709.143555
	Iteration 118Q: 3 clusters Score -1161858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1161859.000000 Penalty: 4709.143555
	Iteration 119Q: 3 clusters Score -1161859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1161856.875000 Penalty: 4709.143555
	Iteration 120F: 3 clusters Score -1161857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1161859.625000 Penalty: 4709.143555
	Iteration 121Q: 3 clusters Score -1161860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1161857.750000 Penalty: 4709.143555
	Iteration 122Q: 3 clusters Score -1161858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1161859.500000 Penalty: 4709.143555
	Iteration 123Q: 3 clusters Score -1161860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1161859.375000 Penalty: 4709.143555
	Iteration 124Q: 3 clusters Score -1161859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1161859.500000 Penalty: 4709.143555
	Iteration 125Q: 3 clusters Score -1161860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1161859.500000 Penalty: 4709.143555
	Iteration 126F: 3 clusters Score -1161860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 38616 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Entering Unmasked Estep 
Score: -84063432.000000 Penalty: 125920.359375
Splitting cluster 3 changes total score from -84063312.000000 to -84063432.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -412322.906250 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -412322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -408137.218750 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -408137.2 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -409344.375000 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -409344.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -409687.656250 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -409687.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -409927.062500 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -409927.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -410115.468750 Penalty: 4176.330566
	Iteration 4Q: 3 clusters Score -410115.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -410257.656250 Penalty: 4176.330566
	Iteration 5Q: 3 clusters Score -410257.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -410330.312500 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -410330.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -410388.593750 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -410388.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -410436.562500 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -410436.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -410471.375000 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -410471.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -410496.843750 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -410496.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -410521.843750 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -410521.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -410538.593750 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -410538.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -410553.875000 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -410553.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -410567.718750 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -410567.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -410575.718750 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -410575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -410583.156250 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -410583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -410589.468750 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -410589.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -410593.281250 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -410593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -410596.593750 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -410596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -410599.531250 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -410599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -410601.562500 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -410601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -410603.437500 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -410603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -410604.500000 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -410604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -410605.281250 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -410605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -410606.062500 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -410606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -410606.312500 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -410606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -410607.875000 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -410607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -410609.187500 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -410609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -410608.687500 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -410608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -410608.531250 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -410608.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -410608.562500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -410608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -410608.562500 Penalty: 4176.330566
	Iteration 32F: 3 clusters Score -410608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Entering Unmasked Estep 
Score: -7870084.500000 Penalty: 2802.290527
	Iteration 0F: 2 clusters Score -7870084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -7815766.500000 Penalty: 5604.581055
	Iteration 0F: 3 clusters Score -7815766 nChanged 38108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -7837771.000000 Penalty: 5604.581055
	Iteration 1F: 3 clusters Score -7837771 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -7838753.000000 Penalty: 5604.581055
	Iteration 2Q: 3 clusters Score -7838753 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7839949.000000 Penalty: 5604.581055
	Iteration 3Q: 3 clusters Score -7839949 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7841519.500000 Penalty: 5604.581055
	Iteration 4Q: 3 clusters Score -7841520 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -7843587.000000 Penalty: 5604.581055
	Iteration 5F: 3 clusters Score -7843587 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -7846176.000000 Penalty: 5604.581055
	Iteration 6F: 3 clusters Score -7846176 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -7849138.000000 Penalty: 5604.581055
	Iteration 7F: 3 clusters Score -7849138 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -7852011.500000 Penalty: 5604.581055
	Iteration 8F: 3 clusters Score -7852012 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -7854201.500000 Penalty: 5604.581055
	Iteration 9Q: 3 clusters Score -7854202 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -7855355.500000 Penalty: 5604.581055
	Iteration 10Q: 3 clusters Score -7855356 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -7855807.000000 Penalty: 5604.581055
	Iteration 11Q: 3 clusters Score -7855807 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -7856104.000000 Penalty: 5604.581055
	Iteration 12Q: 3 clusters Score -7856104 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -7856248.000000 Penalty: 5604.581055
	Iteration 13Q: 3 clusters Score -7856248 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -7856391.000000 Penalty: 5604.581055
	Iteration 14Q: 3 clusters Score -7856391 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -7856601.000000 Penalty: 5604.581055
	Iteration 15Q: 3 clusters Score -7856601 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -7856799.500000 Penalty: 5604.581055
	Iteration 16Q: 3 clusters Score -7856800 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -7857076.500000 Penalty: 5604.581055
	Iteration 17Q: 3 clusters Score -7857076 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -7857310.000000 Penalty: 5604.581055
	Iteration 18Q: 3 clusters Score -7857310 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7857528.000000 Penalty: 5604.581055
	Iteration 19Q: 3 clusters Score -7857528 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -7857809.500000 Penalty: 5604.581055
	Iteration 20F: 3 clusters Score -7857810 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -7858059.500000 Penalty: 5604.581055
	Iteration 21Q: 3 clusters Score -7858060 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7858311.000000 Penalty: 5604.581055
	Iteration 22Q: 3 clusters Score -7858311 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -7858526.000000 Penalty: 5604.581055
	Iteration 23Q: 3 clusters Score -7858526 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -7858736.500000 Penalty: 5604.581055
	Iteration 24Q: 3 clusters Score -7858736 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -7858977.000000 Penalty: 5604.581055
	Iteration 25Q: 3 clusters Score -7858977 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -7859148.500000 Penalty: 5604.581055
	Iteration 26Q: 3 clusters Score -7859148 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -7859367.000000 Penalty: 5604.581055
	Iteration 27Q: 3 clusters Score -7859367 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -7859587.000000 Penalty: 5604.581055
	Iteration 28Q: 3 clusters Score -7859587 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -7859797.500000 Penalty: 5604.581055
	Iteration 29Q: 3 clusters Score -7859798 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -7860019.500000 Penalty: 5604.581055
	Iteration 30Q: 3 clusters Score -7860020 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -7860269.000000 Penalty: 5604.581055
	Iteration 31Q: 3 clusters Score -7860269 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -7860569.000000 Penalty: 5604.581055
	Iteration 32Q: 3 clusters Score -7860569 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -7860780.000000 Penalty: 5604.581055
	Iteration 33Q: 3 clusters Score -7860780 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7861014.000000 Penalty: 5604.581055
	Iteration 34Q: 3 clusters Score -7861014 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -7861319.000000 Penalty: 5604.581055
	Iteration 35Q: 3 clusters Score -7861319 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -7861655.500000 Penalty: 5604.581055
	Iteration 36Q: 3 clusters Score -7861656 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -7861961.000000 Penalty: 5604.581055
	Iteration 37Q: 3 clusters Score -7861961 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -7862293.000000 Penalty: 5604.581055
	Iteration 38Q: 3 clusters Score -7862293 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -7862722.500000 Penalty: 5604.581055
	Iteration 39Q: 3 clusters Score -7862722 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -7863183.000000 Penalty: 5604.581055
	Iteration 40F: 3 clusters Score -7863183 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -7863629.000000 Penalty: 5604.581055
	Iteration 41Q: 3 clusters Score -7863629 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -7864083.000000 Penalty: 5604.581055
	Iteration 42Q: 3 clusters Score -7864083 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -7864650.500000 Penalty: 5604.581055
	Iteration 43Q: 3 clusters Score -7864650 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -7865261.500000 Penalty: 5604.581055
	Iteration 44Q: 3 clusters Score -7865262 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -7865842.000000 Penalty: 5604.581055
	Iteration 45Q: 3 clusters Score -7865842 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -7866349.500000 Penalty: 5604.581055
	Iteration 46Q: 3 clusters Score -7866350 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -7866748.000000 Penalty: 5604.581055
	Iteration 47Q: 3 clusters Score -7866748 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -7867047.000000 Penalty: 5604.581055
	Iteration 48Q: 3 clusters Score -7867047 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -7867331.500000 Penalty: 5604.581055
	Iteration 49Q: 3 clusters Score -7867332 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -7867551.000000 Penalty: 5604.581055
	Iteration 50Q: 3 clusters Score -7867551 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -7867700.500000 Penalty: 5604.581055
	Iteration 51Q: 3 clusters Score -7867700 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -7867820.500000 Penalty: 5604.581055
	Iteration 52Q: 3 clusters Score -7867820 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -7867906.500000 Penalty: 5604.581055
	Iteration 53Q: 3 clusters Score -7867906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -7867952.000000 Penalty: 5604.581055
	Iteration 54Q: 3 clusters Score -7867952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -7867986.000000 Penalty: 5604.581055
	Iteration 55Q: 3 clusters Score -7867986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -7868033.500000 Penalty: 5604.581055
	Iteration 56Q: 3 clusters Score -7868034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -7868076.000000 Penalty: 5604.581055
	Iteration 57Q: 3 clusters Score -7868076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -7868112.000000 Penalty: 5604.581055
	Iteration 58Q: 3 clusters Score -7868112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -7868126.000000 Penalty: 5604.581055
	Iteration 59Q: 3 clusters Score -7868126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -7868152.500000 Penalty: 5604.581055
	Iteration 60F: 3 clusters Score -7868152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -7868173.500000 Penalty: 5604.581055
	Iteration 61Q: 3 clusters Score -7868174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -7868174.000000 Penalty: 5604.581055
	Iteration 62Q: 3 clusters Score -7868174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -7868160.000000 Penalty: 5604.581055
	Iteration 63Q: 3 clusters Score -7868160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -7868167.000000 Penalty: 5604.581055
	Iteration 64Q: 3 clusters Score -7868167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -7868175.000000 Penalty: 5604.581055
	Iteration 65Q: 3 clusters Score -7868175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -7868172.500000 Penalty: 5604.581055
	Iteration 66Q: 3 clusters Score -7868172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -7868167.000000 Penalty: 5604.581055
	Iteration 67Q: 3 clusters Score -7868167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -7868168.000000 Penalty: 5604.581055
	Iteration 68Q: 3 clusters Score -7868168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -7868171.000000 Penalty: 5604.581055
	Iteration 69Q: 3 clusters Score -7868171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -7868174.000000 Penalty: 5604.581055
	Iteration 70Q: 3 clusters Score -7868174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -7868174.000000 Penalty: 5604.581055
	Iteration 71F: 3 clusters Score -7868174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Entering Unmasked Estep 
Score: -3695164.000000 Penalty: 2619.232666
	Iteration 0F: 2 clusters Score -3695164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3669081.000000 Penalty: 5238.465332
	Iteration 0F: 3 clusters Score -3669081 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3679382.000000 Penalty: 5238.465332
	Iteration 1F: 3 clusters Score -3679382 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3680950.750000 Penalty: 5238.465332
	Iteration 2F: 3 clusters Score -3680951 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3683511.000000 Penalty: 5238.465332
	Iteration 3F: 3 clusters Score -3683511 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3686541.250000 Penalty: 5238.465332
	Iteration 4F: 3 clusters Score -3686541 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3689240.500000 Penalty: 5238.465332
	Iteration 5F: 3 clusters Score -3689240 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3691627.000000 Penalty: 5238.465332
	Iteration 6F: 3 clusters Score -3691627 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3693746.500000 Penalty: 5238.465332
	Iteration 7F: 3 clusters Score -3693746 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3695433.750000 Penalty: 5238.465332
	Iteration 8Q: 3 clusters Score -3695434 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3696446.500000 Penalty: 5238.465332
	Iteration 9Q: 3 clusters Score -3696446 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3696933.500000 Penalty: 5238.465332
	Iteration 10Q: 3 clusters Score -3696934 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3697119.000000 Penalty: 5238.465332
	Iteration 11Q: 3 clusters Score -3697119 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3697226.500000 Penalty: 5238.465332
	Iteration 12Q: 3 clusters Score -3697226 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3697308.500000 Penalty: 5238.465332
	Iteration 13Q: 3 clusters Score -3697308 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3697329.250000 Penalty: 5238.465332
	Iteration 14Q: 3 clusters Score -3697329 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3697353.250000 Penalty: 5238.465332
	Iteration 15Q: 3 clusters Score -3697353 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3697363.750000 Penalty: 5238.465332
	Iteration 16Q: 3 clusters Score -3697364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3697383.750000 Penalty: 5238.465332
	Iteration 17Q: 3 clusters Score -3697384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3697396.500000 Penalty: 5238.465332
	Iteration 18Q: 3 clusters Score -3697396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3697391.500000 Penalty: 5238.465332
	Iteration 19Q: 3 clusters Score -3697392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3697394.000000 Penalty: 5238.465332
	Iteration 20F: 3 clusters Score -3697394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3697401.000000 Penalty: 5238.465332
	Iteration 21Q: 3 clusters Score -3697401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3697399.750000 Penalty: 5238.465332
	Iteration 22Q: 3 clusters Score -3697400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3697395.500000 Penalty: 5238.465332
	Iteration 23Q: 3 clusters Score -3697396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3697392.500000 Penalty: 5238.465332
	Iteration 24Q: 3 clusters Score -3697392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3697397.250000 Penalty: 5238.465332
	Iteration 25Q: 3 clusters Score -3697397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -3697399.250000 Penalty: 5238.465332
	Iteration 26Q: 3 clusters Score -3697399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3697403.250000 Penalty: 5238.465332
	Iteration 27Q: 3 clusters Score -3697403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3697403.250000 Penalty: 5238.465332
	Iteration 28Q: 3 clusters Score -3697403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3697402.500000 Penalty: 5238.465332
	Iteration 29Q: 3 clusters Score -3697402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -3697399.500000 Penalty: 5238.465332
	Iteration 30Q: 3 clusters Score -3697400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3697399.000000 Penalty: 5238.465332
	Iteration 31Q: 3 clusters Score -3697399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3697396.000000 Penalty: 5238.465332
	Iteration 32Q: 3 clusters Score -3697396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3697398.250000 Penalty: 5238.465332
	Iteration 33Q: 3 clusters Score -3697398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3697398.250000 Penalty: 5238.465332
	Iteration 34F: 3 clusters Score -3697398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Entering Unmasked Estep 
Score: -84064776.000000 Penalty: 129323.617188
Splitting cluster 6 changes total score from -84063312.000000 to -84064776.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -104956.218750 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -104956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102955.601562 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -102955.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103536.703125 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -103536.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103781.195312 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -103781.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -103968.718750 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -103968.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -104132.078125 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -104132.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104233.375000 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -104233.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104287.593750 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -104287.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -104326.257812 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -104326.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -104384.242188 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -104384.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104470.250000 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -104470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104560.968750 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -104561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -104685.507812 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -104685.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -104810.421875 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -104810.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104894.585938 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -104894.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105128.640625 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -105128.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -105291.617188 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -105291.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105384.468750 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -105384.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105453.734375 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -105453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105468.742188 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -105468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105491.398438 Penalty: 3532.941895
	Iteration 19Q: 3 clusters Score -105491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105509.492188 Penalty: 3532.941895
	Iteration 20F: 3 clusters Score -105509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105529.515625 Penalty: 3532.941895
	Iteration 21Q: 3 clusters Score -105529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105530.835938 Penalty: 3532.941895
	Iteration 22Q: 3 clusters Score -105530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105530.835938 Penalty: 3532.941895
	Iteration 23F: 3 clusters Score -105530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Entering Unmasked Estep 
Score: -84063832.000000 Penalty: 132726.875000
Splitting cluster 7 changes total score from -84063312.000000 to -84063832.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (10772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Entering Unmasked Estep 
Score: -990810.562500 Penalty: 2302.606934
	Iteration 0F: 2 clusters Score -990810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -982731.687500 Penalty: 4605.213867
	Iteration 0F: 3 clusters Score -982731.7 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -986003.937500 Penalty: 4605.213867
	Iteration 1F: 3 clusters Score -986003.9 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -987374.625000 Penalty: 4605.213867
	Iteration 2F: 3 clusters Score -987374.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -988749.687500 Penalty: 4605.213867
	Iteration 3F: 3 clusters Score -988749.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -990225.312500 Penalty: 4605.213867
	Iteration 4F: 3 clusters Score -990225.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -991097.187500 Penalty: 4605.213867
	Iteration 5F: 3 clusters Score -991097.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -991477.687500 Penalty: 4605.213867
	Iteration 6Q: 3 clusters Score -991477.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -991778.500000 Penalty: 4605.213867
	Iteration 7Q: 3 clusters Score -991778.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -992275.000000 Penalty: 4605.213867
	Iteration 8Q: 3 clusters Score -992275 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -993254.500000 Penalty: 4605.213867
	Iteration 9Q: 3 clusters Score -993254.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -994591.062500 Penalty: 4605.213867
	Iteration 10Q: 3 clusters Score -994591.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -995193.500000 Penalty: 4605.213867
	Iteration 11Q: 3 clusters Score -995193.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -995357.625000 Penalty: 4605.213867
	Iteration 12Q: 3 clusters Score -995357.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -995411.625000 Penalty: 4605.213867
	Iteration 13Q: 3 clusters Score -995411.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -995426.000000 Penalty: 4605.213867
	Iteration 14Q: 3 clusters Score -995426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -995426.312500 Penalty: 4605.213867
	Iteration 15Q: 3 clusters Score -995426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -995428.062500 Penalty: 4605.213867
	Iteration 16Q: 3 clusters Score -995428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -995426.312500 Penalty: 4605.213867
	Iteration 17Q: 3 clusters Score -995426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -995426.312500 Penalty: 4605.213867
	Iteration 18F: 3 clusters Score -995426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Entering Unmasked Estep 
Score: -84068064.000000 Penalty: 136130.125000
Splitting cluster 8 changes total score from -84063312.000000 to -84068064.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -535469.187500 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -535469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -529866.625000 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -529866.6 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -532021.750000 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -532021.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -532865.062500 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -532865.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -533554.500000 Penalty: 4384.712402
	Iteration 3F: 3 clusters Score -533554.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -534160.125000 Penalty: 4384.712402
	Iteration 4F: 3 clusters Score -534160.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -534674.000000 Penalty: 4384.712402
	Iteration 5F: 3 clusters Score -534674 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -535053.687500 Penalty: 4384.712402
	Iteration 6F: 3 clusters Score -535053.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -535261.437500 Penalty: 4384.712402
	Iteration 7Q: 3 clusters Score -535261.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -535380.125000 Penalty: 4384.712402
	Iteration 8Q: 3 clusters Score -535380.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -535465.000000 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -535465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -535535.750000 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -535535.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -535591.062500 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -535591.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -535647.062500 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -535647.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -535684.375000 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -535684.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -535708.687500 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -535708.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -535724.125000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -535724.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -535733.562500 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -535733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -535739.062500 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -535739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -535750.125000 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -535750.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -535758.687500 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -535758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -535766.125000 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -535766.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -535773.250000 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -535773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -535777.437500 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -535777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -535783.687500 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -535783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -535788.437500 Penalty: 4384.712402
	Iteration 24Q: 3 clusters Score -535788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -535792.250000 Penalty: 4384.712402
	Iteration 25Q: 3 clusters Score -535792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -535794.687500 Penalty: 4384.712402
	Iteration 26Q: 3 clusters Score -535794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -535797.250000 Penalty: 4384.712402
	Iteration 27Q: 3 clusters Score -535797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -535798.437500 Penalty: 4384.712402
	Iteration 28Q: 3 clusters Score -535798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -535799.812500 Penalty: 4384.712402
	Iteration 29Q: 3 clusters Score -535799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -535799.625000 Penalty: 4384.712402
	Iteration 30Q: 3 clusters Score -535799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -535800.937500 Penalty: 4384.712402
	Iteration 31Q: 3 clusters Score -535800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -535799.875000 Penalty: 4384.712402
	Iteration 32Q: 3 clusters Score -535799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -535799.875000 Penalty: 4384.712402
	Iteration 33Q: 3 clusters Score -535799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -535799.875000 Penalty: 4384.712402
	Iteration 34F: 3 clusters Score -535799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 11321 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Entering Unmasked Estep 
Score: -84067016.000000 Penalty: 139533.375000
Splitting cluster 9 changes total score from -84063312.000000 to -84067016.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 10 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -1074621.375000 Penalty: 2314.934814
	Iteration 0F: 2 clusters Score -1074621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1066171.000000 Penalty: 4629.869629
	Iteration 0F: 3 clusters Score -1066171 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1069001.000000 Penalty: 4629.869629
	Iteration 1F: 3 clusters Score -1069001 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1069754.875000 Penalty: 4629.869629
	Iteration 2F: 3 clusters Score -1069755 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1070997.750000 Penalty: 4629.869629
	Iteration 3F: 3 clusters Score -1070998 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1072641.000000 Penalty: 4629.869629
	Iteration 4F: 3 clusters Score -1072641 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1073816.750000 Penalty: 4629.869629
	Iteration 5F: 3 clusters Score -1073817 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1074415.375000 Penalty: 4629.869629
	Iteration 6F: 3 clusters Score -1074415 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1074705.625000 Penalty: 4629.869629
	Iteration 7Q: 3 clusters Score -1074706 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1074898.250000 Penalty: 4629.869629
	Iteration 8Q: 3 clusters Score -1074898 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1075031.250000 Penalty: 4629.869629
	Iteration 9Q: 3 clusters Score -1075031 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1075120.250000 Penalty: 4629.869629
	Iteration 10Q: 3 clusters Score -1075120 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1075193.375000 Penalty: 4629.869629
	Iteration 11Q: 3 clusters Score -1075193 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1075252.875000 Penalty: 4629.869629
	Iteration 12Q: 3 clusters Score -1075253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1075293.000000 Penalty: 4629.869629
	Iteration 13Q: 3 clusters Score -1075293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1075330.625000 Penalty: 4629.869629
	Iteration 14Q: 3 clusters Score -1075331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1075348.125000 Penalty: 4629.869629
	Iteration 15Q: 3 clusters Score -1075348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1075363.125000 Penalty: 4629.869629
	Iteration 16Q: 3 clusters Score -1075363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1075374.250000 Penalty: 4629.869629
	Iteration 17Q: 3 clusters Score -1075374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1075381.125000 Penalty: 4629.869629
	Iteration 18Q: 3 clusters Score -1075381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1075383.625000 Penalty: 4629.869629
	Iteration 19Q: 3 clusters Score -1075384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1075389.750000 Penalty: 4629.869629
	Iteration 20F: 3 clusters Score -1075390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1075394.000000 Penalty: 4629.869629
	Iteration 21Q: 3 clusters Score -1075394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1075397.625000 Penalty: 4629.869629
	Iteration 22Q: 3 clusters Score -1075398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1075399.250000 Penalty: 4629.869629
	Iteration 23Q: 3 clusters Score -1075399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1075402.250000 Penalty: 4629.869629
	Iteration 24Q: 3 clusters Score -1075402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1075406.375000 Penalty: 4629.869629
	Iteration 25Q: 3 clusters Score -1075406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1075404.000000 Penalty: 4629.869629
	Iteration 26Q: 3 clusters Score -1075404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1075405.250000 Penalty: 4629.869629
	Iteration 27Q: 3 clusters Score -1075405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1075407.750000 Penalty: 4629.869629
	Iteration 28Q: 3 clusters Score -1075408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1075411.250000 Penalty: 4629.869629
	Iteration 29Q: 3 clusters Score -1075411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1075413.125000 Penalty: 4629.869629
	Iteration 30Q: 3 clusters Score -1075413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1075413.125000 Penalty: 4629.869629
	Iteration 31Q: 3 clusters Score -1075413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1075412.125000 Penalty: 4629.869629
	Iteration 32Q: 3 clusters Score -1075412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1075412.375000 Penalty: 4629.869629
	Iteration 33Q: 3 clusters Score -1075412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1075412.750000 Penalty: 4629.869629
	Iteration 34Q: 3 clusters Score -1075413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1075413.375000 Penalty: 4629.869629
	Iteration 35Q: 3 clusters Score -1075413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1075415.875000 Penalty: 4629.869629
	Iteration 36Q: 3 clusters Score -1075416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1075416.625000 Penalty: 4629.869629
	Iteration 37Q: 3 clusters Score -1075417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1075415.625000 Penalty: 4629.869629
	Iteration 38Q: 3 clusters Score -1075416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1075416.125000 Penalty: 4629.869629
	Iteration 39Q: 3 clusters Score -1075416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1075415.000000 Penalty: 4629.869629
	Iteration 40F: 3 clusters Score -1075415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1075415.375000 Penalty: 4629.869629
	Iteration 41Q: 3 clusters Score -1075415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1075415.375000 Penalty: 4629.869629
	Iteration 42Q: 3 clusters Score -1075415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1075414.375000 Penalty: 4629.869629
	Iteration 43Q: 3 clusters Score -1075414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1075416.000000 Penalty: 4629.869629
	Iteration 44Q: 3 clusters Score -1075416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1075413.250000 Penalty: 4629.869629
	Iteration 45Q: 3 clusters Score -1075413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1075414.875000 Penalty: 4629.869629
	Iteration 46Q: 3 clusters Score -1075415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1075416.875000 Penalty: 4629.869629
	Iteration 47Q: 3 clusters Score -1075417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1075416.750000 Penalty: 4629.869629
	Iteration 48Q: 3 clusters Score -1075417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1075416.750000 Penalty: 4629.869629
	Iteration 49Q: 3 clusters Score -1075417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1075418.750000 Penalty: 4629.869629
	Iteration 50Q: 3 clusters Score -1075419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1075418.375000 Penalty: 4629.869629
	Iteration 51Q: 3 clusters Score -1075418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1075418.375000 Penalty: 4629.869629
	Iteration 52F: 3 clusters Score -1075418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Entering Unmasked Estep 
Score: -84066464.000000 Penalty: 142936.625000
Splitting cluster 10 changes total score from -84063312.000000 to -84066464.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (170211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Entering Unmasked Estep 
Score: -16767455.000000 Penalty: 2987.108887
	Iteration 0F: 2 clusters Score -1.676746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -16653475.000000 Penalty: 5974.217773
	Iteration 0F: 3 clusters Score -1.665348e+07 nChanged 81288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -16701879.000000 Penalty: 5974.217773
	Iteration 1F: 3 clusters Score -1.670188e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -16703940.000000 Penalty: 5974.217773
	Iteration 2Q: 3 clusters Score -1.670394e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -16707248.000000 Penalty: 5974.217773
	Iteration 3Q: 3 clusters Score -1.670725e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -16712585.000000 Penalty: 5974.217773
	Iteration 4F: 3 clusters Score -1.671258e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -16722409.000000 Penalty: 5974.217773
	Iteration 5F: 3 clusters Score -1.672241e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -16736532.000000 Penalty: 5974.217773
	Iteration 6F: 3 clusters Score -1.673653e+07 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -16751909.000000 Penalty: 5974.217773
	Iteration 7F: 3 clusters Score -1.675191e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -16763449.000000 Penalty: 5974.217773
	Iteration 8F: 3 clusters Score -1.676345e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -16769548.000000 Penalty: 5974.217773
	Iteration 9Q: 3 clusters Score -1.676955e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -16772443.000000 Penalty: 5974.217773
	Iteration 10Q: 3 clusters Score -1.677244e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -16774210.000000 Penalty: 5974.217773
	Iteration 11Q: 3 clusters Score -1.677421e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -16775001.000000 Penalty: 5974.217773
	Iteration 12Q: 3 clusters Score -1.6775e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -16775434.000000 Penalty: 5974.217773
	Iteration 13Q: 3 clusters Score -1.677543e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -16775715.000000 Penalty: 5974.217773
	Iteration 14Q: 3 clusters Score -1.677572e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -16775866.000000 Penalty: 5974.217773
	Iteration 15Q: 3 clusters Score -1.677587e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -16775899.000000 Penalty: 5974.217773
	Iteration 16Q: 3 clusters Score -1.67759e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -16775915.000000 Penalty: 5974.217773
	Iteration 17Q: 3 clusters Score -1.677592e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -16775942.000000 Penalty: 5974.217773
	Iteration 18Q: 3 clusters Score -1.677594e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -16775987.000000 Penalty: 5974.217773
	Iteration 19Q: 3 clusters Score -1.677599e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -16776023.000000 Penalty: 5974.217773
	Iteration 20F: 3 clusters Score -1.677602e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118881 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -16776061.000000 Penalty: 5974.217773
	Iteration 21Q: 3 clusters Score -1.677606e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119028 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -16776046.000000 Penalty: 5974.217773
	Iteration 22Q: 3 clusters Score -1.677605e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119130 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -16776008.000000 Penalty: 5974.217773
	Iteration 23Q: 3 clusters Score -1.677601e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -16776025.000000 Penalty: 5974.217773
	Iteration 24Q: 3 clusters Score -1.677602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -16776011.000000 Penalty: 5974.217773
	Iteration 25Q: 3 clusters Score -1.677601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -16776010.000000 Penalty: 5974.217773
	Iteration 26Q: 3 clusters Score -1.677601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -16775993.000000 Penalty: 5974.217773
	Iteration 27Q: 3 clusters Score -1.677599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119389 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -16775976.000000 Penalty: 5974.217773
	Iteration 28Q: 3 clusters Score -1.677598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -16775988.000000 Penalty: 5974.217773
	Iteration 29Q: 3 clusters Score -1.677599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -16775975.000000 Penalty: 5974.217773
	Iteration 30Q: 3 clusters Score -1.677598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -16775984.000000 Penalty: 5974.217773
	Iteration 31Q: 3 clusters Score -1.677598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -16775984.000000 Penalty: 5974.217773
	Iteration 32Q: 3 clusters Score -1.677598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -16775975.000000 Penalty: 5974.217773
	Iteration 33Q: 3 clusters Score -1.677598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -16775977.000000 Penalty: 5974.217773
	Iteration 34Q: 3 clusters Score -1.677598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -16775974.000000 Penalty: 5974.217773
	Iteration 35Q: 3 clusters Score -1.677597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -16775976.000000 Penalty: 5974.217773
	Iteration 36Q: 3 clusters Score -1.677598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -16775987.000000 Penalty: 5974.217773
	Iteration 37Q: 3 clusters Score -1.677599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -16775981.000000 Penalty: 5974.217773
	Iteration 38Q: 3 clusters Score -1.677598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119489 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -16775981.000000 Penalty: 5974.217773
	Iteration 39Q: 3 clusters Score -1.677598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -16776000.000000 Penalty: 5974.217773
	Iteration 40F: 3 clusters Score -1.6776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -16776002.000000 Penalty: 5974.217773
	Iteration 41Q: 3 clusters Score -1.6776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -16776006.000000 Penalty: 5974.217773
	Iteration 42Q: 3 clusters Score -1.677601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119505 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -16776003.000000 Penalty: 5974.217773
	Iteration 43Q: 3 clusters Score -1.6776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -16776013.000000 Penalty: 5974.217773
	Iteration 44Q: 3 clusters Score -1.677601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -16776020.000000 Penalty: 5974.217773
	Iteration 45Q: 3 clusters Score -1.677602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -16776015.000000 Penalty: 5974.217773
	Iteration 46Q: 3 clusters Score -1.677602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -16776015.000000 Penalty: 5974.217773
	Iteration 47F: 3 clusters Score -1.677602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 13489 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Entering Unmasked Estep 
Score: -84074904.000000 Penalty: 146339.875000
Splitting cluster 11 changes total score from -84063312.000000 to -84074904.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -1263145.375000 Penalty: 2358.388184
	Iteration 0F: 2 clusters Score -1263145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1253280.000000 Penalty: 4716.776367
	Iteration 0F: 3 clusters Score -1253280 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1256479.500000 Penalty: 4716.776367
	Iteration 1F: 3 clusters Score -1256480 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1257268.875000 Penalty: 4716.776367
	Iteration 2F: 3 clusters Score -1257269 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1258306.125000 Penalty: 4716.776367
	Iteration 3F: 3 clusters Score -1258306 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1259483.250000 Penalty: 4716.776367
	Iteration 4F: 3 clusters Score -1259483 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1260728.875000 Penalty: 4716.776367
	Iteration 5F: 3 clusters Score -1260729 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1262077.250000 Penalty: 4716.776367
	Iteration 6F: 3 clusters Score -1262077 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1263348.000000 Penalty: 4716.776367
	Iteration 7F: 3 clusters Score -1263348 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1264228.250000 Penalty: 4716.776367
	Iteration 8Q: 3 clusters Score -1264228 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1264676.875000 Penalty: 4716.776367
	Iteration 9Q: 3 clusters Score -1264677 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1264815.000000 Penalty: 4716.776367
	Iteration 10Q: 3 clusters Score -1264815 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1264855.750000 Penalty: 4716.776367
	Iteration 11Q: 3 clusters Score -1264856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1264869.625000 Penalty: 4716.776367
	Iteration 12Q: 3 clusters Score -1264870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1264875.375000 Penalty: 4716.776367
	Iteration 13Q: 3 clusters Score -1264875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1264874.625000 Penalty: 4716.776367
	Iteration 14Q: 3 clusters Score -1264875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1264877.250000 Penalty: 4716.776367
	Iteration 15Q: 3 clusters Score -1264877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1264876.625000 Penalty: 4716.776367
	Iteration 16Q: 3 clusters Score -1264877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1264876.875000 Penalty: 4716.776367
	Iteration 17Q: 3 clusters Score -1264877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1264877.750000 Penalty: 4716.776367
	Iteration 18Q: 3 clusters Score -1264878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1264877.750000 Penalty: 4716.776367
	Iteration 19Q: 3 clusters Score -1264878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1264877.750000 Penalty: 4716.776367
	Iteration 20F: 3 clusters Score -1264878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Entering Unmasked Estep 
Score: -84075624.000000 Penalty: 149743.140625
Splitting cluster 12 changes total score from -84063312.000000 to -84075624.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -397685.250000 Penalty: 2071.725830
	Iteration 0F: 2 clusters Score -397685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -393714.437500 Penalty: 4143.451660
	Iteration 0F: 3 clusters Score -393714.4 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -394803.250000 Penalty: 4143.451660
	Iteration 1F: 3 clusters Score -394803.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -395409.250000 Penalty: 4143.451660
	Iteration 2F: 3 clusters Score -395409.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -396610.312500 Penalty: 4143.451660
	Iteration 3F: 3 clusters Score -396610.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -397700.843750 Penalty: 4143.451660
	Iteration 4F: 3 clusters Score -397700.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -398098.843750 Penalty: 4143.451660
	Iteration 5F: 3 clusters Score -398098.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -398200.812500 Penalty: 4143.451660
	Iteration 6Q: 3 clusters Score -398200.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -398228.375000 Penalty: 4143.451660
	Iteration 7Q: 3 clusters Score -398228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -398239.656250 Penalty: 4143.451660
	Iteration 8Q: 3 clusters Score -398239.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -398249.218750 Penalty: 4143.451660
	Iteration 9Q: 3 clusters Score -398249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -398251.500000 Penalty: 4143.451660
	Iteration 10Q: 3 clusters Score -398251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -398252.218750 Penalty: 4143.451660
	Iteration 11Q: 3 clusters Score -398252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -398252.218750 Penalty: 4143.451660
	Iteration 12F: 3 clusters Score -398252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Entering Unmasked Estep 
Score: -84074688.000000 Penalty: 153146.390625
Splitting cluster 13 changes total score from -84063312.000000 to -84074688.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 14 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -317557.531250 Penalty: 2017.056885
	Iteration 0F: 2 clusters Score -317557.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -314067.500000 Penalty: 4034.113770
	Iteration 0F: 3 clusters Score -314067.5 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -314880.750000 Penalty: 4034.113770
	Iteration 1F: 3 clusters Score -314880.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -315183.531250 Penalty: 4034.113770
	Iteration 2F: 3 clusters Score -315183.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -315453.687500 Penalty: 4034.113770
	Iteration 3F: 3 clusters Score -315453.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -315745.468750 Penalty: 4034.113770
	Iteration 4F: 3 clusters Score -315745.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -315974.875000 Penalty: 4034.113770
	Iteration 5F: 3 clusters Score -315974.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -316115.625000 Penalty: 4034.113770
	Iteration 6Q: 3 clusters Score -316115.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -316206.937500 Penalty: 4034.113770
	Iteration 7Q: 3 clusters Score -316206.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -316254.312500 Penalty: 4034.113770
	Iteration 8Q: 3 clusters Score -316254.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -316285.875000 Penalty: 4034.113770
	Iteration 9Q: 3 clusters Score -316285.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -316302.250000 Penalty: 4034.113770
	Iteration 10Q: 3 clusters Score -316302.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -316313.625000 Penalty: 4034.113770
	Iteration 11Q: 3 clusters Score -316313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -316321.781250 Penalty: 4034.113770
	Iteration 12Q: 3 clusters Score -316321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -316323.687500 Penalty: 4034.113770
	Iteration 13Q: 3 clusters Score -316323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -316326.218750 Penalty: 4034.113770
	Iteration 14Q: 3 clusters Score -316326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -316328.781250 Penalty: 4034.113770
	Iteration 15Q: 3 clusters Score -316328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -316331.062500 Penalty: 4034.113770
	Iteration 16Q: 3 clusters Score -316331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -316331.250000 Penalty: 4034.113770
	Iteration 17Q: 3 clusters Score -316331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -316331.250000 Penalty: 4034.113770
	Iteration 18F: 3 clusters Score -316331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Entering Unmasked Estep 
Score: -1163260.250000 Penalty: 2324.158936
	Iteration 0F: 2 clusters Score -1163260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1154473.625000 Penalty: 4648.317871
	Iteration 0F: 3 clusters Score -1154474 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1157059.875000 Penalty: 4648.317871
	Iteration 1F: 3 clusters Score -1157060 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1157389.750000 Penalty: 4648.317871
	Iteration 2F: 3 clusters Score -1157390 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1157647.375000 Penalty: 4648.317871
	Iteration 3F: 3 clusters Score -1157647 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1157869.875000 Penalty: 4648.317871
	Iteration 4Q: 3 clusters Score -1157870 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1158132.750000 Penalty: 4648.317871
	Iteration 5Q: 3 clusters Score -1158133 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1158470.875000 Penalty: 4648.317871
	Iteration 6Q: 3 clusters Score -1158471 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1158940.625000 Penalty: 4648.317871
	Iteration 7F: 3 clusters Score -1158941 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1159531.625000 Penalty: 4648.317871
	Iteration 8F: 3 clusters Score -1159532 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1160108.000000 Penalty: 4648.317871
	Iteration 9F: 3 clusters Score -1160108 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1160582.625000 Penalty: 4648.317871
	Iteration 10F: 3 clusters Score -1160583 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1160889.250000 Penalty: 4648.317871
	Iteration 11Q: 3 clusters Score -1160889 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1161091.750000 Penalty: 4648.317871
	Iteration 12Q: 3 clusters Score -1161092 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1161219.000000 Penalty: 4648.317871
	Iteration 13Q: 3 clusters Score -1161219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1161301.875000 Penalty: 4648.317871
	Iteration 14Q: 3 clusters Score -1161302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1161365.250000 Penalty: 4648.317871
	Iteration 15Q: 3 clusters Score -1161365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1161411.125000 Penalty: 4648.317871
	Iteration 16Q: 3 clusters Score -1161411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1161436.250000 Penalty: 4648.317871
	Iteration 17Q: 3 clusters Score -1161436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1161450.250000 Penalty: 4648.317871
	Iteration 18Q: 3 clusters Score -1161450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1161454.125000 Penalty: 4648.317871
	Iteration 19Q: 3 clusters Score -1161454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1161465.375000 Penalty: 4648.317871
	Iteration 20F: 3 clusters Score -1161465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1161469.750000 Penalty: 4648.317871
	Iteration 21Q: 3 clusters Score -1161470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1161473.625000 Penalty: 4648.317871
	Iteration 22Q: 3 clusters Score -1161474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1161477.250000 Penalty: 4648.317871
	Iteration 23Q: 3 clusters Score -1161477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1161479.375000 Penalty: 4648.317871
	Iteration 24Q: 3 clusters Score -1161479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1161482.250000 Penalty: 4648.317871
	Iteration 25Q: 3 clusters Score -1161482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1161485.125000 Penalty: 4648.317871
	Iteration 26Q: 3 clusters Score -1161485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1161486.750000 Penalty: 4648.317871
	Iteration 27Q: 3 clusters Score -1161487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1161492.875000 Penalty: 4648.317871
	Iteration 28Q: 3 clusters Score -1161493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1161492.875000 Penalty: 4648.317871
	Iteration 29Q: 3 clusters Score -1161493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1161497.250000 Penalty: 4648.317871
	Iteration 30Q: 3 clusters Score -1161497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1161498.000000 Penalty: 4648.317871
	Iteration 31Q: 3 clusters Score -1161498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1161499.125000 Penalty: 4648.317871
	Iteration 32Q: 3 clusters Score -1161499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1161502.625000 Penalty: 4648.317871
	Iteration 33Q: 3 clusters Score -1161503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1161501.875000 Penalty: 4648.317871
	Iteration 34Q: 3 clusters Score -1161502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1161501.875000 Penalty: 4648.317871
	Iteration 35F: 3 clusters Score -1161502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Entering Unmasked Estep 
Score: -8037687.000000 Penalty: 2833.478760
	Iteration 0F: 2 clusters Score -8037687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -7976373.000000 Penalty: 5666.957520
	Iteration 0F: 3 clusters Score -7976373 nChanged 42938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8001056.000000 Penalty: 5666.957520
	Iteration 1F: 3 clusters Score -8001056 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8002487.000000 Penalty: 5666.957520
	Iteration 2Q: 3 clusters Score -8002487 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8004388.500000 Penalty: 5666.957520
	Iteration 3Q: 3 clusters Score -8004388 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -8006874.000000 Penalty: 5666.957520
	Iteration 4F: 3 clusters Score -8006874 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -8009889.000000 Penalty: 5666.957520
	Iteration 5F: 3 clusters Score -8009889 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8013253.500000 Penalty: 5666.957520
	Iteration 6F: 3 clusters Score -8013254 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -8016646.000000 Penalty: 5666.957520
	Iteration 7F: 3 clusters Score -8016646 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -8019620.500000 Penalty: 5666.957520
	Iteration 8F: 3 clusters Score -8019620 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -8022092.000000 Penalty: 5666.957520
	Iteration 9Q: 3 clusters Score -8022092 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8023759.500000 Penalty: 5666.957520
	Iteration 10Q: 3 clusters Score -8023760 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -8024771.000000 Penalty: 5666.957520
	Iteration 11Q: 3 clusters Score -8024771 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -8025378.000000 Penalty: 5666.957520
	Iteration 12Q: 3 clusters Score -8025378 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8025769.500000 Penalty: 5666.957520
	Iteration 13Q: 3 clusters Score -8025770 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8026058.500000 Penalty: 5666.957520
	Iteration 14Q: 3 clusters Score -8026058 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -8026137.500000 Penalty: 5666.957520
	Iteration 15Q: 3 clusters Score -8026138 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -8026299.500000 Penalty: 5666.957520
	Iteration 16Q: 3 clusters Score -8026300 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -8026377.000000 Penalty: 5666.957520
	Iteration 17Q: 3 clusters Score -8026377 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -8026462.000000 Penalty: 5666.957520
	Iteration 18Q: 3 clusters Score -8026462 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8026504.000000 Penalty: 5666.957520
	Iteration 19Q: 3 clusters Score -8026504 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8026547.500000 Penalty: 5666.957520
	Iteration 20F: 3 clusters Score -8026548 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8026596.000000 Penalty: 5666.957520
	Iteration 21Q: 3 clusters Score -8026596 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -8026658.000000 Penalty: 5666.957520
	Iteration 22Q: 3 clusters Score -8026658 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -8026702.000000 Penalty: 5666.957520
	Iteration 23Q: 3 clusters Score -8026702 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8026733.000000 Penalty: 5666.957520
	Iteration 24Q: 3 clusters Score -8026733 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8026733.000000 Penalty: 5666.957520
	Iteration 25Q: 3 clusters Score -8026733 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -8026728.500000 Penalty: 5666.957520
	Iteration 26Q: 3 clusters Score -8026728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -8026736.500000 Penalty: 5666.957520
	Iteration 27Q: 3 clusters Score -8026736 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -8026789.000000 Penalty: 5666.957520
	Iteration 28Q: 3 clusters Score -8026789 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8026833.500000 Penalty: 5666.957520
	Iteration 29Q: 3 clusters Score -8026834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8026846.500000 Penalty: 5666.957520
	Iteration 30Q: 3 clusters Score -8026846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -8026833.000000 Penalty: 5666.957520
	Iteration 31Q: 3 clusters Score -8026833 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -8026854.000000 Penalty: 5666.957520
	Iteration 32Q: 3 clusters Score -8026854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8026883.500000 Penalty: 5666.957520
	Iteration 33Q: 3 clusters Score -8026884 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8026857.000000 Penalty: 5666.957520
	Iteration 34Q: 3 clusters Score -8026857 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -8026867.000000 Penalty: 5666.957520
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Mstep: Class 2 contains 36114 members 
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Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 35896 members 
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Mstep: Class 2 contains 33949 members 
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Mstep: Class 2 contains 33565 members 
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Mstep: Class 2 contains 33127 members 
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Mstep: Class 2 contains 32664 members 
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Mstep: Class 2 contains 31672 members 
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Mstep: Class 2 contains 31126 members 
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Mstep: Class 2 contains 27955 members 
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Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8035489.500000 Penalty: 5666.957520
	Iteration 221Q: 3 clusters Score -8035490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8035493.000000 Penalty: 5666.957520
	Iteration 222Q: 3 clusters Score -8035493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8035493.500000 Penalty: 5666.957520
	Iteration 223Q: 3 clusters Score -8035494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8035496.500000 Penalty: 5666.957520
	Iteration 224Q: 3 clusters Score -8035496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8035500.500000 Penalty: 5666.957520
	Iteration 225Q: 3 clusters Score -8035500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8035499.500000 Penalty: 5666.957520
	Iteration 226Q: 3 clusters Score -8035500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8035493.000000 Penalty: 5666.957520
	Iteration 227Q: 3 clusters Score -8035493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8035490.000000 Penalty: 5666.957520
	Iteration 228Q: 3 clusters Score -8035490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8035498.500000 Penalty: 5666.957520
	Iteration 229Q: 3 clusters Score -8035498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8035491.000000 Penalty: 5666.957520
	Iteration 230Q: 3 clusters Score -8035491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8035491.000000 Penalty: 5666.957520
	Iteration 231F: 3 clusters Score -8035491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Entering Unmasked Estep 
Score: -1327904.000000 Penalty: 2353.617676
	Iteration 0F: 2 clusters Score -1327904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1318158.000000 Penalty: 4707.235352
	Iteration 0F: 3 clusters Score -1318158 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1321184.250000 Penalty: 4707.235352
	Iteration 1F: 3 clusters Score -1321184 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1321520.875000 Penalty: 4707.235352
	Iteration 2F: 3 clusters Score -1321521 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1321826.375000 Penalty: 4707.235352
	Iteration 3F: 3 clusters Score -1321826 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1322102.375000 Penalty: 4707.235352
	Iteration 4Q: 3 clusters Score -1322102 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1322427.750000 Penalty: 4707.235352
	Iteration 5Q: 3 clusters Score -1322428 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1322878.375000 Penalty: 4707.235352
	Iteration 6F: 3 clusters Score -1322878 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1323372.375000 Penalty: 4707.235352
	Iteration 7F: 3 clusters Score -1323372 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1323903.500000 Penalty: 4707.235352
	Iteration 8F: 3 clusters Score -1323904 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1324418.500000 Penalty: 4707.235352
	Iteration 9F: 3 clusters Score -1324418 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1324797.875000 Penalty: 4707.235352
	Iteration 10F: 3 clusters Score -1324798 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1325010.125000 Penalty: 4707.235352
	Iteration 11Q: 3 clusters Score -1325010 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1325154.375000 Penalty: 4707.235352
	Iteration 12Q: 3 clusters Score -1325154 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1325247.875000 Penalty: 4707.235352
	Iteration 13Q: 3 clusters Score -1325248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1325309.875000 Penalty: 4707.235352
	Iteration 14Q: 3 clusters Score -1325310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1325358.375000 Penalty: 4707.235352
	Iteration 15Q: 3 clusters Score -1325358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1325384.125000 Penalty: 4707.235352
	Iteration 16Q: 3 clusters Score -1325384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1325405.625000 Penalty: 4707.235352
	Iteration 17Q: 3 clusters Score -1325406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1325424.625000 Penalty: 4707.235352
	Iteration 18Q: 3 clusters Score -1325425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1325441.125000 Penalty: 4707.235352
	Iteration 19Q: 3 clusters Score -1325441 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1325458.375000 Penalty: 4707.235352
	Iteration 20F: 3 clusters Score -1325458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1325476.375000 Penalty: 4707.235352
	Iteration 21Q: 3 clusters Score -1325476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1325493.125000 Penalty: 4707.235352
	Iteration 22Q: 3 clusters Score -1325493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1325505.500000 Penalty: 4707.235352
	Iteration 23Q: 3 clusters Score -1325506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1325527.625000 Penalty: 4707.235352
	Iteration 24Q: 3 clusters Score -1325528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1325542.875000 Penalty: 4707.235352
	Iteration 25Q: 3 clusters Score -1325543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1325556.875000 Penalty: 4707.235352
	Iteration 26Q: 3 clusters Score -1325557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1325570.750000 Penalty: 4707.235352
	Iteration 27Q: 3 clusters Score -1325571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1325577.000000 Penalty: 4707.235352
	Iteration 28Q: 3 clusters Score -1325577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1325588.000000 Penalty: 4707.235352
	Iteration 29Q: 3 clusters Score -1325588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1325587.375000 Penalty: 4707.235352
	Iteration 30Q: 3 clusters Score -1325587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1325589.250000 Penalty: 4707.235352
	Iteration 31Q: 3 clusters Score -1325589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1325594.250000 Penalty: 4707.235352
	Iteration 32Q: 3 clusters Score -1325594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1325600.000000 Penalty: 4707.235352
	Iteration 33Q: 3 clusters Score -1325600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1325606.875000 Penalty: 4707.235352
	Iteration 34Q: 3 clusters Score -1325607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1325614.375000 Penalty: 4707.235352
	Iteration 35Q: 3 clusters Score -1325614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1325615.000000 Penalty: 4707.235352
	Iteration 36Q: 3 clusters Score -1325615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1325618.500000 Penalty: 4707.235352
	Iteration 37Q: 3 clusters Score -1325618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1325622.125000 Penalty: 4707.235352
	Iteration 38Q: 3 clusters Score -1325622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1325626.375000 Penalty: 4707.235352
	Iteration 39Q: 3 clusters Score -1325626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1325629.000000 Penalty: 4707.235352
	Iteration 40F: 3 clusters Score -1325629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1325633.875000 Penalty: 4707.235352
	Iteration 41Q: 3 clusters Score -1325634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1325641.000000 Penalty: 4707.235352
	Iteration 42Q: 3 clusters Score -1325641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1325644.625000 Penalty: 4707.235352
	Iteration 43Q: 3 clusters Score -1325645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1325645.625000 Penalty: 4707.235352
	Iteration 44Q: 3 clusters Score -1325646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1325652.500000 Penalty: 4707.235352
	Iteration 45Q: 3 clusters Score -1325652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1325660.375000 Penalty: 4707.235352
	Iteration 46Q: 3 clusters Score -1325660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1325664.500000 Penalty: 4707.235352
	Iteration 47Q: 3 clusters Score -1325664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1325667.625000 Penalty: 4707.235352
	Iteration 48Q: 3 clusters Score -1325668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1325671.625000 Penalty: 4707.235352
	Iteration 49Q: 3 clusters Score -1325672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1325670.000000 Penalty: 4707.235352
	Iteration 50Q: 3 clusters Score -1325670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1325672.625000 Penalty: 4707.235352
	Iteration 51Q: 3 clusters Score -1325673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1325670.875000 Penalty: 4707.235352
	Iteration 52Q: 3 clusters Score -1325671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1325669.750000 Penalty: 4707.235352
	Iteration 53Q: 3 clusters Score -1325670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1325670.625000 Penalty: 4707.235352
	Iteration 54Q: 3 clusters Score -1325671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1325672.125000 Penalty: 4707.235352
	Iteration 55Q: 3 clusters Score -1325672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1325670.875000 Penalty: 4707.235352
	Iteration 56Q: 3 clusters Score -1325671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1325671.000000 Penalty: 4707.235352
	Iteration 57Q: 3 clusters Score -1325671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1325671.000000 Penalty: 4707.235352
	Iteration 58F: 3 clusters Score -1325671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -406505.593750 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -406505.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -402188.500000 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -402188.5 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -403277.593750 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -403277.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -403596.718750 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -403596.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -403854.562500 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -403854.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -404103.593750 Penalty: 4185.429688
	Iteration 4F: 3 clusters Score -404103.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -404402.625000 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -404402.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -404699.437500 Penalty: 4185.429688
	Iteration 6F: 3 clusters Score -404699.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -404948.093750 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -404948.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -405193.062500 Penalty: 4185.429688
	Iteration 8F: 3 clusters Score -405193.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -405426.343750 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -405426.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -405657.000000 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -405657 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -405896.156250 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -405896.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -406099.343750 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -406099.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -406277.312500 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -406277.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -406393.968750 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -406394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -406479.593750 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -406479.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -406562.156250 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -406562.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -406639.375000 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -406639.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -406688.687500 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -406688.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -406719.593750 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -406719.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -406733.625000 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -406733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -406738.875000 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -406738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -406742.531250 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -406742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -406743.531250 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -406743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -406745.093750 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -406745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -406745.125000 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -406745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -406745.125000 Penalty: 4185.429688
	Iteration 26F: 3 clusters Score -406745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Entering Unmasked Estep 
Score: -84073528.000000 Penalty: 156549.640625
Splitting cluster 18 changes total score from -84063312.000000 to -84073528.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -291239.187500 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -291239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -287836.312500 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -287836.3 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -288664.906250 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -288664.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -289031.906250 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -289031.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -289572.593750 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -289572.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -290034.218750 Penalty: 4005.025879
	Iteration 4F: 3 clusters Score -290034.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290263.093750 Penalty: 4005.025879
	Iteration 5F: 3 clusters Score -290263.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -290397.437500 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -290397.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -290496.937500 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -290496.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -290542.812500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -290542.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290566.812500 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -290566.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -290582.187500 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -290582.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -290592.406250 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -290592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -290599.156250 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -290599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290602.656250 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -290602.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -290605.093750 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -290605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290606.500000 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -290606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -290607.750000 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -290607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -290608.500000 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -290608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -290608.718750 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -290608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290610.875000 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -290610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290612.625000 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -290612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290614.062500 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -290614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -290615.562500 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -290615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -290616.375000 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -290616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -290616.781250 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -290616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -290617.093750 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -290617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -290617.093750 Penalty: 4005.025879
	Iteration 26F: 3 clusters Score -290617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -390588.031250 Penalty: 2062.139160
	Iteration 0F: 2 clusters Score -390588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -386656.312500 Penalty: 4124.278320
	Iteration 0F: 3 clusters Score -386656.3 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -387621.812500 Penalty: 4124.278320
	Iteration 1F: 3 clusters Score -387621.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -387906.000000 Penalty: 4124.278320
	Iteration 2F: 3 clusters Score -387906 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -388163.375000 Penalty: 4124.278320
	Iteration 3F: 3 clusters Score -388163.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -388407.375000 Penalty: 4124.278320
	Iteration 4F: 3 clusters Score -388407.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -388594.875000 Penalty: 4124.278320
	Iteration 5F: 3 clusters Score -388594.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388746.593750 Penalty: 4124.278320
	Iteration 6Q: 3 clusters Score -388746.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -388856.437500 Penalty: 4124.278320
	Iteration 7Q: 3 clusters Score -388856.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -388926.875000 Penalty: 4124.278320
	Iteration 8Q: 3 clusters Score -388926.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -388978.562500 Penalty: 4124.278320
	Iteration 9Q: 3 clusters Score -388978.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -389010.593750 Penalty: 4124.278320
	Iteration 10Q: 3 clusters Score -389010.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -389029.562500 Penalty: 4124.278320
	Iteration 11Q: 3 clusters Score -389029.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -389049.156250 Penalty: 4124.278320
	Iteration 12Q: 3 clusters Score -389049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -389062.437500 Penalty: 4124.278320
	Iteration 13Q: 3 clusters Score -389062.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -389069.531250 Penalty: 4124.278320
	Iteration 14Q: 3 clusters Score -389069.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -389075.562500 Penalty: 4124.278320
	Iteration 15Q: 3 clusters Score -389075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -389081.562500 Penalty: 4124.278320
	Iteration 16Q: 3 clusters Score -389081.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -389087.031250 Penalty: 4124.278320
	Iteration 17Q: 3 clusters Score -389087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -389090.562500 Penalty: 4124.278320
	Iteration 18Q: 3 clusters Score -389090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -389093.406250 Penalty: 4124.278320
	Iteration 19Q: 3 clusters Score -389093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -389098.187500 Penalty: 4124.278320
	Iteration 20F: 3 clusters Score -389098.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -389102.500000 Penalty: 4124.278320
	Iteration 21Q: 3 clusters Score -389102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -389105.531250 Penalty: 4124.278320
	Iteration 22Q: 3 clusters Score -389105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -389107.718750 Penalty: 4124.278320
	Iteration 23Q: 3 clusters Score -389107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -389108.281250 Penalty: 4124.278320
	Iteration 24Q: 3 clusters Score -389108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389110.531250 Penalty: 4124.278320
	Iteration 25Q: 3 clusters Score -389110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -389111.750000 Penalty: 4124.278320
	Iteration 26Q: 3 clusters Score -389111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -389112.500000 Penalty: 4124.278320
	Iteration 27Q: 3 clusters Score -389112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -389113.687500 Penalty: 4124.278320
	Iteration 28Q: 3 clusters Score -389113.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -389115.125000 Penalty: 4124.278320
	Iteration 29Q: 3 clusters Score -389115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -389116.250000 Penalty: 4124.278320
	Iteration 30Q: 3 clusters Score -389116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -389117.312500 Penalty: 4124.278320
	Iteration 31Q: 3 clusters Score -389117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -389119.031250 Penalty: 4124.278320
	Iteration 32Q: 3 clusters Score -389119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -389120.968750 Penalty: 4124.278320
	Iteration 33Q: 3 clusters Score -389121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -389122.156250 Penalty: 4124.278320
	Iteration 34Q: 3 clusters Score -389122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -389122.437500 Penalty: 4124.278320
	Iteration 35Q: 3 clusters Score -389122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -389122.406250 Penalty: 4124.278320
	Iteration 36Q: 3 clusters Score -389122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -389122.406250 Penalty: 4124.278320
	Iteration 37F: 3 clusters Score -389122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -266522.062500 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -266522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -263309.781250 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -263309.8 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -264300.718750 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -264300.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -264686.437500 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -264686.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -264964.687500 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -264964.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -265185.656250 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -265185.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -265347.375000 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -265347.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -265455.843750 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -265455.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -265530.593750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -265530.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -265567.500000 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -265567.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -265591.062500 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -265591.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -265603.562500 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -265603.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -265612.031250 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -265612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -265617.437500 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -265617.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -265621.625000 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -265621.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -265632.375000 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -265632.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -265644.937500 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -265644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -265653.156250 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -265653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -265662.468750 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -265662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -265667.531250 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -265667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -265671.687500 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -265671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -265675.843750 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -265675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -265682.281250 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -265682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -265691.906250 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -265691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -265697.343750 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -265697.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -265705.875000 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -265705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -265713.187500 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -265713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -265717.093750 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -265717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -265721.531250 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -265721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -265724.187500 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -265724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -265725.656250 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -265725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -265728.687500 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -265728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -265731.531250 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -265731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -265733.062500 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -265733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -265733.531250 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -265733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -265733.531250 Penalty: 3978.705811
	Iteration 34F: 3 clusters Score -265733.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Entering Unmasked Estep 
Score: -1328840.875000 Penalty: 2362.291748
	Iteration 0F: 2 clusters Score -1328841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1318718.125000 Penalty: 4724.583496
	Iteration 0F: 3 clusters Score -1318718 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1322005.500000 Penalty: 4724.583496
	Iteration 1F: 3 clusters Score -1322006 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1322532.500000 Penalty: 4724.583496
	Iteration 2F: 3 clusters Score -1322532 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1323159.000000 Penalty: 4724.583496
	Iteration 3F: 3 clusters Score -1323159 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1323897.500000 Penalty: 4724.583496
	Iteration 4F: 3 clusters Score -1323898 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1324849.875000 Penalty: 4724.583496
	Iteration 5F: 3 clusters Score -1324850 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1325889.750000 Penalty: 4724.583496
	Iteration 6F: 3 clusters Score -1325890 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1326695.625000 Penalty: 4724.583496
	Iteration 7F: 3 clusters Score -1326696 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1327185.125000 Penalty: 4724.583496
	Iteration 8Q: 3 clusters Score -1327185 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1327590.625000 Penalty: 4724.583496
	Iteration 9Q: 3 clusters Score -1327591 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1328006.125000 Penalty: 4724.583496
	Iteration 10Q: 3 clusters Score -1328006 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1328513.500000 Penalty: 4724.583496
	Iteration 11Q: 3 clusters Score -1328514 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1329160.500000 Penalty: 4724.583496
	Iteration 12Q: 3 clusters Score -1329160 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1330011.250000 Penalty: 4724.583496
	Iteration 13Q: 3 clusters Score -1330011 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1331182.500000 Penalty: 4724.583496
	Iteration 14Q: 3 clusters Score -1331182 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1332171.625000 Penalty: 4724.583496
	Iteration 15Q: 3 clusters Score -1332172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1332319.500000 Penalty: 4724.583496
	Iteration 16Q: 3 clusters Score -1332320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1332330.625000 Penalty: 4724.583496
	Iteration 17Q: 3 clusters Score -1332331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1332333.750000 Penalty: 4724.583496
	Iteration 18Q: 3 clusters Score -1332334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1332338.500000 Penalty: 4724.583496
	Iteration 19Q: 3 clusters Score -1332338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1332340.750000 Penalty: 4724.583496
	Iteration 20F: 3 clusters Score -1332341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1332341.000000 Penalty: 4724.583496
	Iteration 21Q: 3 clusters Score -1332341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1332345.500000 Penalty: 4724.583496
	Iteration 22Q: 3 clusters Score -1332346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1332345.750000 Penalty: 4724.583496
	Iteration 23Q: 3 clusters Score -1332346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1332345.250000 Penalty: 4724.583496
	Iteration 24Q: 3 clusters Score -1332345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1332347.500000 Penalty: 4724.583496
	Iteration 25Q: 3 clusters Score -1332348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1332347.500000 Penalty: 4724.583496
	Iteration 26F: 3 clusters Score -1332348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 144796 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Entering Unmasked Estep 
Score: -84075832.000000 Penalty: 159952.890625
Splitting cluster 22 changes total score from -84063312.000000 to -84075832.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 23 (10803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Entering Unmasked Estep 
Score: -1091734.000000 Penalty: 2303.319824
	Iteration 0F: 2 clusters Score -1091734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1083536.375000 Penalty: 4606.639648
	Iteration 0F: 3 clusters Score -1083536 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1085907.375000 Penalty: 4606.639648
	Iteration 1F: 3 clusters Score -1085907 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1086259.000000 Penalty: 4606.639648
	Iteration 2F: 3 clusters Score -1086259 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1086536.625000 Penalty: 4606.639648
	Iteration 3F: 3 clusters Score -1086537 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1086747.875000 Penalty: 4606.639648
	Iteration 4Q: 3 clusters Score -1086748 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1086942.750000 Penalty: 4606.639648
	Iteration 5Q: 3 clusters Score -1086943 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1087124.000000 Penalty: 4606.639648
	Iteration 6Q: 3 clusters Score -1087124 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1087299.375000 Penalty: 4606.639648
	Iteration 7Q: 3 clusters Score -1087299 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1087475.750000 Penalty: 4606.639648
	Iteration 8Q: 3 clusters Score -1087476 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1087654.750000 Penalty: 4606.639648
	Iteration 9Q: 3 clusters Score -1087655 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1087822.500000 Penalty: 4606.639648
	Iteration 10Q: 3 clusters Score -1087822 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1087982.125000 Penalty: 4606.639648
	Iteration 11Q: 3 clusters Score -1087982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1088129.000000 Penalty: 4606.639648
	Iteration 12Q: 3 clusters Score -1088129 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1088300.000000 Penalty: 4606.639648
	Iteration 13Q: 3 clusters Score -1088300 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1088488.000000 Penalty: 4606.639648
	Iteration 14Q: 3 clusters Score -1088488 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1088651.125000 Penalty: 4606.639648
	Iteration 15Q: 3 clusters Score -1088651 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1088809.500000 Penalty: 4606.639648
	Iteration 16Q: 3 clusters Score -1088810 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1088986.000000 Penalty: 4606.639648
	Iteration 17Q: 3 clusters Score -1088986 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1089110.500000 Penalty: 4606.639648
	Iteration 18Q: 3 clusters Score -1089110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1089216.000000 Penalty: 4606.639648
	Iteration 19Q: 3 clusters Score -1089216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1089316.875000 Penalty: 4606.639648
	Iteration 20F: 3 clusters Score -1089317 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1089397.000000 Penalty: 4606.639648
	Iteration 21Q: 3 clusters Score -1089397 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1089460.125000 Penalty: 4606.639648
	Iteration 22Q: 3 clusters Score -1089460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1089509.875000 Penalty: 4606.639648
	Iteration 23Q: 3 clusters Score -1089510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1089547.125000 Penalty: 4606.639648
	Iteration 24Q: 3 clusters Score -1089547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1089577.250000 Penalty: 4606.639648
	Iteration 25Q: 3 clusters Score -1089577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1089605.000000 Penalty: 4606.639648
	Iteration 26Q: 3 clusters Score -1089605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1089617.750000 Penalty: 4606.639648
	Iteration 27Q: 3 clusters Score -1089618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1089624.875000 Penalty: 4606.639648
	Iteration 28Q: 3 clusters Score -1089625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1089631.500000 Penalty: 4606.639648
	Iteration 29Q: 3 clusters Score -1089632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1089634.625000 Penalty: 4606.639648
	Iteration 30Q: 3 clusters Score -1089635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1089640.000000 Penalty: 4606.639648
	Iteration 31Q: 3 clusters Score -1089640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1089640.375000 Penalty: 4606.639648
	Iteration 32Q: 3 clusters Score -1089640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1089642.875000 Penalty: 4606.639648
	Iteration 33Q: 3 clusters Score -1089643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1089645.250000 Penalty: 4606.639648
	Iteration 34Q: 3 clusters Score -1089645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1089649.500000 Penalty: 4606.639648
	Iteration 35Q: 3 clusters Score -1089650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1089656.625000 Penalty: 4606.639648
	Iteration 36Q: 3 clusters Score -1089657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1089662.000000 Penalty: 4606.639648
	Iteration 37Q: 3 clusters Score -1089662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1089665.125000 Penalty: 4606.639648
	Iteration 38Q: 3 clusters Score -1089665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1089666.750000 Penalty: 4606.639648
	Iteration 39Q: 3 clusters Score -1089667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1089668.750000 Penalty: 4606.639648
	Iteration 40F: 3 clusters Score -1089669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (144796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144796 members 
Entering Unmasked Estep 
Score: -13881437.000000 Penalty: 2947.004150
	Iteration 0F: 2 clusters Score -1.388144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -13784538.000000 Penalty: 5894.008301
	Iteration 0F: 3 clusters Score -1.378454e+07 nChanged 69036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -13826817.000000 Penalty: 5894.008301
	Iteration 1F: 3 clusters Score -1.382682e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -13830084.000000 Penalty: 5894.008301
	Iteration 2F: 3 clusters Score -1.383008e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -13835001.000000 Penalty: 5894.008301
	Iteration 3F: 3 clusters Score -1.3835e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -13841891.000000 Penalty: 5894.008301
	Iteration 4F: 3 clusters Score -1.384189e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -13850534.000000 Penalty: 5894.008301
	Iteration 5F: 3 clusters Score -1.385053e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -13859545.000000 Penalty: 5894.008301
	Iteration 6F: 3 clusters Score -1.385954e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -13867607.000000 Penalty: 5894.008301
	Iteration 7F: 3 clusters Score -1.386761e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -13873236.000000 Penalty: 5894.008301
	Iteration 8Q: 3 clusters Score -1.387324e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -13876051.000000 Penalty: 5894.008301
	Iteration 9Q: 3 clusters Score -1.387605e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -13877621.000000 Penalty: 5894.008301
	Iteration 10Q: 3 clusters Score -1.387762e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -13878502.000000 Penalty: 5894.008301
	Iteration 11Q: 3 clusters Score -1.38785e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -13879160.000000 Penalty: 5894.008301
	Iteration 12Q: 3 clusters Score -1.387916e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -13879746.000000 Penalty: 5894.008301
	Iteration 13Q: 3 clusters Score -1.387975e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -13880171.000000 Penalty: 5894.008301
	Iteration 14Q: 3 clusters Score -1.388017e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -13880412.000000 Penalty: 5894.008301
	Iteration 15Q: 3 clusters Score -1.388041e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -13880710.000000 Penalty: 5894.008301
	Iteration 16Q: 3 clusters Score -1.388071e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -13880861.000000 Penalty: 5894.008301
	Iteration 17Q: 3 clusters Score -1.388086e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -13880945.000000 Penalty: 5894.008301
	Iteration 18Q: 3 clusters Score -1.388094e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -13881084.000000 Penalty: 5894.008301
	Iteration 19Q: 3 clusters Score -1.388108e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -13881101.000000 Penalty: 5894.008301
	Iteration 20F: 3 clusters Score -1.38811e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -13881155.000000 Penalty: 5894.008301
	Iteration 21Q: 3 clusters Score -1.388116e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -13881182.000000 Penalty: 5894.008301
	Iteration 22Q: 3 clusters Score -1.388118e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -13881216.000000 Penalty: 5894.008301
	Iteration 23Q: 3 clusters Score -1.388122e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -13881261.000000 Penalty: 5894.008301
	Iteration 24Q: 3 clusters Score -1.388126e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97677 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -13881316.000000 Penalty: 5894.008301
	Iteration 25Q: 3 clusters Score -1.388132e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -13881359.000000 Penalty: 5894.008301
	Iteration 26Q: 3 clusters Score -1.388136e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -13881381.000000 Penalty: 5894.008301
	Iteration 27Q: 3 clusters Score -1.388138e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -13881411.000000 Penalty: 5894.008301
	Iteration 28Q: 3 clusters Score -1.388141e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -13881452.000000 Penalty: 5894.008301
	Iteration 29Q: 3 clusters Score -1.388145e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -13881455.000000 Penalty: 5894.008301
	Iteration 30Q: 3 clusters Score -1.388146e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -13881482.000000 Penalty: 5894.008301
	Iteration 31Q: 3 clusters Score -1.388148e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -13881498.000000 Penalty: 5894.008301
	Iteration 32Q: 3 clusters Score -1.38815e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -13881473.000000 Penalty: 5894.008301
	Iteration 33Q: 3 clusters Score -1.388147e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -13881455.000000 Penalty: 5894.008301
	Iteration 34Q: 3 clusters Score -1.388146e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -13881436.000000 Penalty: 5894.008301
	Iteration 35Q: 3 clusters Score -1.388144e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -13881464.000000 Penalty: 5894.008301
	Iteration 36Q: 3 clusters Score -1.388146e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -13881475.000000 Penalty: 5894.008301
	Iteration 37Q: 3 clusters Score -1.388148e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -13881468.000000 Penalty: 5894.008301
	Iteration 38Q: 3 clusters Score -1.388147e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -13881450.000000 Penalty: 5894.008301
	Iteration 39Q: 3 clusters Score -1.388145e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -13881471.000000 Penalty: 5894.008301
	Iteration 40F: 3 clusters Score -1.388147e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -13881483.000000 Penalty: 5894.008301
	Iteration 41Q: 3 clusters Score -1.388148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -13881455.000000 Penalty: 5894.008301
	Iteration 42Q: 3 clusters Score -1.388146e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -13881448.000000 Penalty: 5894.008301
	Iteration 43Q: 3 clusters Score -1.388145e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -13881427.000000 Penalty: 5894.008301
	Iteration 44Q: 3 clusters Score -1.388143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -13881397.000000 Penalty: 5894.008301
	Iteration 45Q: 3 clusters Score -1.38814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -13881409.000000 Penalty: 5894.008301
	Iteration 46Q: 3 clusters Score -1.388141e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94328 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -13881418.000000 Penalty: 5894.008301
	Iteration 47Q: 3 clusters Score -1.388142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -13881412.000000 Penalty: 5894.008301
	Iteration 48Q: 3 clusters Score -1.388141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -13881404.000000 Penalty: 5894.008301
	Iteration 49Q: 3 clusters Score -1.38814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -13881384.000000 Penalty: 5894.008301
	Iteration 50Q: 3 clusters Score -1.388138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -13881393.000000 Penalty: 5894.008301
	Iteration 51Q: 3 clusters Score -1.388139e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -13881410.000000 Penalty: 5894.008301
	Iteration 52Q: 3 clusters Score -1.388141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -13881424.000000 Penalty: 5894.008301
	Iteration 53Q: 3 clusters Score -1.388142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -13881429.000000 Penalty: 5894.008301
	Iteration 54Q: 3 clusters Score -1.388143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -13881408.000000 Penalty: 5894.008301
	Iteration 55Q: 3 clusters Score -1.388141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -13881394.000000 Penalty: 5894.008301
	Iteration 56Q: 3 clusters Score -1.388139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -13881405.000000 Penalty: 5894.008301
	Iteration 57Q: 3 clusters Score -1.38814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -13881427.000000 Penalty: 5894.008301
	Iteration 58Q: 3 clusters Score -1.388143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -13881425.000000 Penalty: 5894.008301
	Iteration 59Q: 3 clusters Score -1.388142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -13881413.000000 Penalty: 5894.008301
	Iteration 60F: 3 clusters Score -1.388141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -13881406.000000 Penalty: 5894.008301
	Iteration 61Q: 3 clusters Score -1.388141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -13881415.000000 Penalty: 5894.008301
	Iteration 62Q: 3 clusters Score -1.388142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -13881415.000000 Penalty: 5894.008301
	Iteration 63Q: 3 clusters Score -1.388142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -13881410.000000 Penalty: 5894.008301
	Iteration 64Q: 3 clusters Score -1.388141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -13881415.000000 Penalty: 5894.008301
	Iteration 65Q: 3 clusters Score -1.388142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -13881430.000000 Penalty: 5894.008301
	Iteration 66Q: 3 clusters Score -1.388143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -13881426.000000 Penalty: 5894.008301
	Iteration 67Q: 3 clusters Score -1.388143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -13881418.000000 Penalty: 5894.008301
	Iteration 68Q: 3 clusters Score -1.388142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -13881411.000000 Penalty: 5894.008301
	Iteration 69Q: 3 clusters Score -1.388141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -13881422.000000 Penalty: 5894.008301
	Iteration 70Q: 3 clusters Score -1.388142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -13881432.000000 Penalty: 5894.008301
	Iteration 71Q: 3 clusters Score -1.388143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -13881416.000000 Penalty: 5894.008301
	Iteration 72Q: 3 clusters Score -1.388142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -13881413.000000 Penalty: 5894.008301
	Iteration 73Q: 3 clusters Score -1.388141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -13881406.000000 Penalty: 5894.008301
	Iteration 74Q: 3 clusters Score -1.388141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -13881405.000000 Penalty: 5894.008301
	Iteration 75Q: 3 clusters Score -1.38814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -13881410.000000 Penalty: 5894.008301
	Iteration 76Q: 3 clusters Score -1.388141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -13881413.000000 Penalty: 5894.008301
	Iteration 77Q: 3 clusters Score -1.388141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -13881413.000000 Penalty: 5894.008301
	Iteration 78Q: 3 clusters Score -1.388141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -13881421.000000 Penalty: 5894.008301
	Iteration 79Q: 3 clusters Score -1.388142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -13881423.000000 Penalty: 5894.008301
	Iteration 80F: 3 clusters Score -1.388142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -13881421.000000 Penalty: 5894.008301
	Iteration 81Q: 3 clusters Score -1.388142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -13881418.000000 Penalty: 5894.008301
	Iteration 82Q: 3 clusters Score -1.388142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -13881419.000000 Penalty: 5894.008301
	Iteration 83Q: 3 clusters Score -1.388142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -13881410.000000 Penalty: 5894.008301
	Iteration 84Q: 3 clusters Score -1.388141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -13881421.000000 Penalty: 5894.008301
	Iteration 85Q: 3 clusters Score -1.388142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -13881430.000000 Penalty: 5894.008301
	Iteration 86Q: 3 clusters Score -1.388143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -13881446.000000 Penalty: 5894.008301
	Iteration 87Q: 3 clusters Score -1.388145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -13881442.000000 Penalty: 5894.008301
	Iteration 88Q: 3 clusters Score -1.388144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -13881442.000000 Penalty: 5894.008301
	Iteration 89Q: 3 clusters Score -1.388144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -13881443.000000 Penalty: 5894.008301
	Iteration 90Q: 3 clusters Score -1.388144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -13881455.000000 Penalty: 5894.008301
	Iteration 91Q: 3 clusters Score -1.388146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -13881441.000000 Penalty: 5894.008301
	Iteration 92Q: 3 clusters Score -1.388144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -13881438.000000 Penalty: 5894.008301
	Iteration 93Q: 3 clusters Score -1.388144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -13881443.000000 Penalty: 5894.008301
	Iteration 94Q: 3 clusters Score -1.388144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -13881450.000000 Penalty: 5894.008301
	Iteration 95Q: 3 clusters Score -1.388145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -13881450.000000 Penalty: 5894.008301
	Iteration 96F: 3 clusters Score -1.388145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Entering Unmasked Estep 
Score: -84075296.000000 Penalty: 163356.140625
Splitting cluster 24 changes total score from -84063312.000000 to -84075296.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 25 (26850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Entering Unmasked Estep 
Score: -2569741.000000 Penalty: 2529.109131
	Iteration 0F: 2 clusters Score -2569741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2551237.000000 Penalty: 5058.218262
	Iteration 0F: 3 clusters Score -2551237 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2558316.000000 Penalty: 5058.218262
	Iteration 1F: 3 clusters Score -2558316 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2559788.250000 Penalty: 5058.218262
	Iteration 2F: 3 clusters Score -2559788 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2561826.750000 Penalty: 5058.218262
	Iteration 3F: 3 clusters Score -2561827 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2563868.750000 Penalty: 5058.218262
	Iteration 4F: 3 clusters Score -2563869 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2565457.750000 Penalty: 5058.218262
	Iteration 5F: 3 clusters Score -2565458 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2566530.500000 Penalty: 5058.218262
	Iteration 6F: 3 clusters Score -2566530 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2567344.000000 Penalty: 5058.218262
	Iteration 7Q: 3 clusters Score -2567344 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2567966.000000 Penalty: 5058.218262
	Iteration 8Q: 3 clusters Score -2567966 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2568453.750000 Penalty: 5058.218262
	Iteration 9Q: 3 clusters Score -2568454 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2568777.000000 Penalty: 5058.218262
	Iteration 10Q: 3 clusters Score -2568777 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2568990.750000 Penalty: 5058.218262
	Iteration 11Q: 3 clusters Score -2568991 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2569092.750000 Penalty: 5058.218262
	Iteration 12Q: 3 clusters Score -2569093 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2569160.750000 Penalty: 5058.218262
	Iteration 13Q: 3 clusters Score -2569161 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2569238.000000 Penalty: 5058.218262
	Iteration 14Q: 3 clusters Score -2569238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2569315.500000 Penalty: 5058.218262
	Iteration 15Q: 3 clusters Score -2569316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2569412.000000 Penalty: 5058.218262
	Iteration 16Q: 3 clusters Score -2569412 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2569508.750000 Penalty: 5058.218262
	Iteration 17Q: 3 clusters Score -2569509 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2569565.000000 Penalty: 5058.218262
	Iteration 18Q: 3 clusters Score -2569565 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2569631.250000 Penalty: 5058.218262
	Iteration 19Q: 3 clusters Score -2569631 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2569670.750000 Penalty: 5058.218262
	Iteration 20F: 3 clusters Score -2569671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2569691.750000 Penalty: 5058.218262
	Iteration 21Q: 3 clusters Score -2569692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2569714.000000 Penalty: 5058.218262
	Iteration 22Q: 3 clusters Score -2569714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2569730.000000 Penalty: 5058.218262
	Iteration 23Q: 3 clusters Score -2569730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2569739.500000 Penalty: 5058.218262
	Iteration 24Q: 3 clusters Score -2569740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2569749.750000 Penalty: 5058.218262
	Iteration 25Q: 3 clusters Score -2569750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2569761.250000 Penalty: 5058.218262
	Iteration 26Q: 3 clusters Score -2569761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2569759.500000 Penalty: 5058.218262
	Iteration 27Q: 3 clusters Score -2569760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2569764.750000 Penalty: 5058.218262
	Iteration 28Q: 3 clusters Score -2569765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2569769.250000 Penalty: 5058.218262
	Iteration 29Q: 3 clusters Score -2569769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2569776.250000 Penalty: 5058.218262
	Iteration 30Q: 3 clusters Score -2569776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2569783.250000 Penalty: 5058.218262
	Iteration 31Q: 3 clusters Score -2569783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2569794.750000 Penalty: 5058.218262
	Iteration 32Q: 3 clusters Score -2569795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2569799.000000 Penalty: 5058.218262
	Iteration 33Q: 3 clusters Score -2569799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2569802.500000 Penalty: 5058.218262
	Iteration 34Q: 3 clusters Score -2569802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2569810.000000 Penalty: 5058.218262
	Iteration 35Q: 3 clusters Score -2569810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2569820.250000 Penalty: 5058.218262
	Iteration 36Q: 3 clusters Score -2569820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2569817.750000 Penalty: 5058.218262
	Iteration 37Q: 3 clusters Score -2569818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2569817.750000 Penalty: 5058.218262
	Iteration 38Q: 3 clusters Score -2569818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2569822.250000 Penalty: 5058.218262
	Iteration 39Q: 3 clusters Score -2569822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2569819.500000 Penalty: 5058.218262
	Iteration 40F: 3 clusters Score -2569820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2569817.750000 Penalty: 5058.218262
	Iteration 41Q: 3 clusters Score -2569818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2569818.500000 Penalty: 5058.218262
	Iteration 42Q: 3 clusters Score -2569818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2569820.750000 Penalty: 5058.218262
	Iteration 43Q: 3 clusters Score -2569821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2569823.750000 Penalty: 5058.218262
	Iteration 44Q: 3 clusters Score -2569824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2569821.500000 Penalty: 5058.218262
	Iteration 45Q: 3 clusters Score -2569822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2569821.750000 Penalty: 5058.218262
	Iteration 46Q: 3 clusters Score -2569822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2569825.750000 Penalty: 5058.218262
	Iteration 47Q: 3 clusters Score -2569826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2569828.750000 Penalty: 5058.218262
	Iteration 48Q: 3 clusters Score -2569829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2569826.000000 Penalty: 5058.218262
	Iteration 49Q: 3 clusters Score -2569826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2569827.000000 Penalty: 5058.218262
	Iteration 50Q: 3 clusters Score -2569827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2569828.500000 Penalty: 5058.218262
	Iteration 51Q: 3 clusters Score -2569828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2569825.500000 Penalty: 5058.218262
	Iteration 52Q: 3 clusters Score -2569826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2569825.500000 Penalty: 5058.218262
	Iteration 53F: 3 clusters Score -2569826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Entering Unmasked Estep 
Score: -84074064.000000 Penalty: 166759.406250
Splitting cluster 25 changes total score from -84063312.000000 to -84074064.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 26 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -264392.312500 Penalty: 1978.791016
	Iteration 0F: 2 clusters Score -264392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -261296.218750 Penalty: 3957.582031
	Iteration 0F: 3 clusters Score -261296.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -262152.625000 Penalty: 3957.582031
	Iteration 1F: 3 clusters Score -262152.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -262674.125000 Penalty: 3957.582031
	Iteration 2F: 3 clusters Score -262674.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -263067.687500 Penalty: 3957.582031
	Iteration 3F: 3 clusters Score -263067.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -263468.875000 Penalty: 3957.582031
	Iteration 4F: 3 clusters Score -263468.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -263890.750000 Penalty: 3957.582031
	Iteration 5F: 3 clusters Score -263890.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -264190.343750 Penalty: 3957.582031
	Iteration 6Q: 3 clusters Score -264190.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -264417.156250 Penalty: 3957.582031
	Iteration 7Q: 3 clusters Score -264417.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -264700.843750 Penalty: 3957.582031
	Iteration 8Q: 3 clusters Score -264700.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -264939.093750 Penalty: 3957.582031
	Iteration 9Q: 3 clusters Score -264939.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -265015.781250 Penalty: 3957.582031
	Iteration 10Q: 3 clusters Score -265015.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -265040.250000 Penalty: 3957.582031
	Iteration 11Q: 3 clusters Score -265040.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -265048.812500 Penalty: 3957.582031
	Iteration 12Q: 3 clusters Score -265048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -265051.187500 Penalty: 3957.582031
	Iteration 13Q: 3 clusters Score -265051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -265052.812500 Penalty: 3957.582031
	Iteration 14Q: 3 clusters Score -265052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -265052.812500 Penalty: 3957.582031
	Iteration 15F: 3 clusters Score -265052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 5339 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Entering Unmasked Estep 
Score: -84073248.000000 Penalty: 170162.656250
Splitting cluster 26 changes total score from -84063312.000000 to -84073248.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 27 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -501815.125000 Penalty: 2128.532715
	Iteration 0F: 2 clusters Score -501815.1 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 2718 members 
Entering Unmasked Estep 
Score: -497098.875000 Penalty: 4257.065430
	Iteration 0F: 3 clusters Score -497098.9 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -498425.343750 Penalty: 4257.065430
	Iteration 1F: 3 clusters Score -498425.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -498984.312500 Penalty: 4257.065430
	Iteration 2F: 3 clusters Score -498984.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -499859.781250 Penalty: 4257.065430
	Iteration 3F: 3 clusters Score -499859.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -500876.500000 Penalty: 4257.065430
	Iteration 4F: 3 clusters Score -500876.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -501454.343750 Penalty: 4257.065430
	Iteration 5F: 3 clusters Score -501454.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -501820.531250 Penalty: 4257.065430
	Iteration 6F: 3 clusters Score -501820.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -501989.593750 Penalty: 4257.065430
	Iteration 7Q: 3 clusters Score -501989.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -502066.625000 Penalty: 4257.065430
	Iteration 8Q: 3 clusters Score -502066.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -502103.593750 Penalty: 4257.065430
	Iteration 9Q: 3 clusters Score -502103.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -502119.812500 Penalty: 4257.065430
	Iteration 10Q: 3 clusters Score -502119.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -502127.843750 Penalty: 4257.065430
	Iteration 11Q: 3 clusters Score -502127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -502132.593750 Penalty: 4257.065430
	Iteration 12Q: 3 clusters Score -502132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -502133.125000 Penalty: 4257.065430
	Iteration 13Q: 3 clusters Score -502133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -502132.843750 Penalty: 4257.065430
	Iteration 14Q: 3 clusters Score -502132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -502133.750000 Penalty: 4257.065430
	Iteration 15Q: 3 clusters Score -502133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -502136.125000 Penalty: 4257.065430
	Iteration 16Q: 3 clusters Score -502136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -502138.625000 Penalty: 4257.065430
	Iteration 17Q: 3 clusters Score -502138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -502140.625000 Penalty: 4257.065430
	Iteration 18Q: 3 clusters Score -502140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -502143.843750 Penalty: 4257.065430
	Iteration 19Q: 3 clusters Score -502143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -502146.468750 Penalty: 4257.065430
	Iteration 20F: 3 clusters Score -502146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -502148.781250 Penalty: 4257.065430
	Iteration 21Q: 3 clusters Score -502148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -502150.781250 Penalty: 4257.065430
	Iteration 22Q: 3 clusters Score -502150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502151.312500 Penalty: 4257.065430
	Iteration 23Q: 3 clusters Score -502151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502151.312500 Penalty: 4257.065430
	Iteration 24F: 3 clusters Score -502151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 9280 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Entering Unmasked Estep 
Score: -84072336.000000 Penalty: 173565.906250
Splitting cluster 27 changes total score from -84063312.000000 to -84072336.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 28 (9280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Entering Unmasked Estep 
Score: -704171.937500 Penalty: 2265.633057
	Iteration 0F: 2 clusters Score -704171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -697057.062500 Penalty: 4531.266113
	Iteration 0F: 3 clusters Score -697057.1 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -700274.062500 Penalty: 4531.266113
	Iteration 1F: 3 clusters Score -700274.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -701397.875000 Penalty: 4531.266113
	Iteration 2F: 3 clusters Score -701397.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -702086.687500 Penalty: 4531.266113
	Iteration 3F: 3 clusters Score -702086.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -702544.625000 Penalty: 4531.266113
	Iteration 4F: 3 clusters Score -702544.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -702910.625000 Penalty: 4531.266113
	Iteration 5F: 3 clusters Score -702910.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -703161.750000 Penalty: 4531.266113
	Iteration 6Q: 3 clusters Score -703161.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -703360.250000 Penalty: 4531.266113
	Iteration 7Q: 3 clusters Score -703360.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -703537.187500 Penalty: 4531.266113
	Iteration 8Q: 3 clusters Score -703537.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -703694.375000 Penalty: 4531.266113
	Iteration 9Q: 3 clusters Score -703694.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -703882.562500 Penalty: 4531.266113
	Iteration 10Q: 3 clusters Score -703882.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -704089.062500 Penalty: 4531.266113
	Iteration 11Q: 3 clusters Score -704089.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -704263.500000 Penalty: 4531.266113
	Iteration 12Q: 3 clusters Score -704263.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -704444.187500 Penalty: 4531.266113
	Iteration 13Q: 3 clusters Score -704444.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -704607.937500 Penalty: 4531.266113
	Iteration 14Q: 3 clusters Score -704607.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -704737.000000 Penalty: 4531.266113
	Iteration 15Q: 3 clusters Score -704737 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -704824.625000 Penalty: 4531.266113
	Iteration 16Q: 3 clusters Score -704824.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -704910.125000 Penalty: 4531.266113
	Iteration 17Q: 3 clusters Score -704910.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -705013.125000 Penalty: 4531.266113
	Iteration 18Q: 3 clusters Score -705013.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -705114.250000 Penalty: 4531.266113
	Iteration 19Q: 3 clusters Score -705114.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -705218.687500 Penalty: 4531.266113
	Iteration 20F: 3 clusters Score -705218.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -705309.812500 Penalty: 4531.266113
	Iteration 21Q: 3 clusters Score -705309.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -705368.500000 Penalty: 4531.266113
	Iteration 22Q: 3 clusters Score -705368.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -705409.250000 Penalty: 4531.266113
	Iteration 23Q: 3 clusters Score -705409.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -705450.562500 Penalty: 4531.266113
	Iteration 24Q: 3 clusters Score -705450.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -705484.375000 Penalty: 4531.266113
	Iteration 25Q: 3 clusters Score -705484.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -705504.000000 Penalty: 4531.266113
	Iteration 26Q: 3 clusters Score -705504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -705515.312500 Penalty: 4531.266113
	Iteration 27Q: 3 clusters Score -705515.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -705526.500000 Penalty: 4531.266113
	Iteration 28Q: 3 clusters Score -705526.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -705538.437500 Penalty: 4531.266113
	Iteration 29Q: 3 clusters Score -705538.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -705566.562500 Penalty: 4531.266113
	Iteration 30Q: 3 clusters Score -705566.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -705597.812500 Penalty: 4531.266113
	Iteration 31Q: 3 clusters Score -705597.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -705625.687500 Penalty: 4531.266113
	Iteration 32Q: 3 clusters Score -705625.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -705642.437500 Penalty: 4531.266113
	Iteration 33Q: 3 clusters Score -705642.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -705650.500000 Penalty: 4531.266113
	Iteration 34Q: 3 clusters Score -705650.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -705657.562500 Penalty: 4531.266113
	Iteration 35Q: 3 clusters Score -705657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -705661.875000 Penalty: 4531.266113
	Iteration 36Q: 3 clusters Score -705661.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -705663.812500 Penalty: 4531.266113
	Iteration 37Q: 3 clusters Score -705663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -705665.750000 Penalty: 4531.266113
	Iteration 38Q: 3 clusters Score -705665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -705666.437500 Penalty: 4531.266113
	Iteration 39Q: 3 clusters Score -705666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -705666.875000 Penalty: 4531.266113
	Iteration 40F: 3 clusters Score -705666.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -705667.500000 Penalty: 4531.266113
	Iteration 41Q: 3 clusters Score -705667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -705670.187500 Penalty: 4531.266113
	Iteration 42Q: 3 clusters Score -705670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -705672.500000 Penalty: 4531.266113
	Iteration 43Q: 3 clusters Score -705672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -705673.062500 Penalty: 4531.266113
	Iteration 44Q: 3 clusters Score -705673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -705673.062500 Penalty: 4531.266113
	Iteration 45F: 3 clusters Score -705673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Entering Unmasked Estep 
Score: -84072552.000000 Penalty: 176969.156250
Splitting cluster 28 changes total score from -84063312.000000 to -84072552.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 29 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -472033.750000 Penalty: 2118.822754
	Iteration 0F: 2 clusters Score -472033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -467408.500000 Penalty: 4237.645508
	Iteration 0F: 3 clusters Score -467408.5 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -468822.343750 Penalty: 4237.645508
	Iteration 1F: 3 clusters Score -468822.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469532.156250 Penalty: 4237.645508
	Iteration 2F: 3 clusters Score -469532.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -470249.968750 Penalty: 4237.645508
	Iteration 3F: 3 clusters Score -470250 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -471014.187500 Penalty: 4237.645508
	Iteration 4F: 3 clusters Score -471014.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -472002.312500 Penalty: 4237.645508
	Iteration 5F: 3 clusters Score -472002.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -472698.468750 Penalty: 4237.645508
	Iteration 6F: 3 clusters Score -472698.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -472967.125000 Penalty: 4237.645508
	Iteration 7Q: 3 clusters Score -472967.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -473047.750000 Penalty: 4237.645508
	Iteration 8Q: 3 clusters Score -473047.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -473080.437500 Penalty: 4237.645508
	Iteration 9Q: 3 clusters Score -473080.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -473097.281250 Penalty: 4237.645508
	Iteration 10Q: 3 clusters Score -473097.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -473106.843750 Penalty: 4237.645508
	Iteration 11Q: 3 clusters Score -473106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -473114.218750 Penalty: 4237.645508
	Iteration 12Q: 3 clusters Score -473114.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -473119.875000 Penalty: 4237.645508
	Iteration 13Q: 3 clusters Score -473119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -473123.031250 Penalty: 4237.645508
	Iteration 14Q: 3 clusters Score -473123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -473123.875000 Penalty: 4237.645508
	Iteration 15Q: 3 clusters Score -473123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -473128.250000 Penalty: 4237.645508
	Iteration 16Q: 3 clusters Score -473128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -473131.531250 Penalty: 4237.645508
	Iteration 17Q: 3 clusters Score -473131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -473134.218750 Penalty: 4237.645508
	Iteration 18Q: 3 clusters Score -473134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -473134.062500 Penalty: 4237.645508
	Iteration 19Q: 3 clusters Score -473134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -473134.687500 Penalty: 4237.645508
	Iteration 20F: 3 clusters Score -473134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -473136.281250 Penalty: 4237.645508
	Iteration 21Q: 3 clusters Score -473136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -473136.281250 Penalty: 4237.645508
	Iteration 22F: 3 clusters Score -473136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Mstep: Class 53 contains 2381 members 
Entering Unmasked Estep 
Score: -84072376.000000 Penalty: 180372.406250
Splitting cluster 29 changes total score from -84063312.000000 to -84072376.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 30 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -582462.937500 Penalty: 2166.450195
	Iteration 0F: 2 clusters Score -582462.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -577262.062500 Penalty: 4332.900391
	Iteration 0F: 3 clusters Score -577262.1 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -578808.687500 Penalty: 4332.900391
	Iteration 1F: 3 clusters Score -578808.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -579195.000000 Penalty: 4332.900391
	Iteration 2F: 3 clusters Score -579195 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -579485.625000 Penalty: 4332.900391
	Iteration 3F: 3 clusters Score -579485.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -579828.687500 Penalty: 4332.900391
	Iteration 4F: 3 clusters Score -579828.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -580345.500000 Penalty: 4332.900391
	Iteration 5F: 3 clusters Score -580345.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -581148.312500 Penalty: 4332.900391
	Iteration 6F: 3 clusters Score -581148.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -582122.062500 Penalty: 4332.900391
	Iteration 7F: 3 clusters Score -582122.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -582853.875000 Penalty: 4332.900391
	Iteration 8F: 3 clusters Score -582853.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -583214.687500 Penalty: 4332.900391
	Iteration 9Q: 3 clusters Score -583214.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -583389.437500 Penalty: 4332.900391
	Iteration 10Q: 3 clusters Score -583389.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -583500.125000 Penalty: 4332.900391
	Iteration 11Q: 3 clusters Score -583500.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -583605.062500 Penalty: 4332.900391
	Iteration 12Q: 3 clusters Score -583605.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -583708.437500 Penalty: 4332.900391
	Iteration 13Q: 3 clusters Score -583708.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -583760.375000 Penalty: 4332.900391
	Iteration 14Q: 3 clusters Score -583760.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -583781.125000 Penalty: 4332.900391
	Iteration 15Q: 3 clusters Score -583781.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -583796.437500 Penalty: 4332.900391
	Iteration 16Q: 3 clusters Score -583796.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -583805.375000 Penalty: 4332.900391
	Iteration 17Q: 3 clusters Score -583805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -583807.562500 Penalty: 4332.900391
	Iteration 18Q: 3 clusters Score -583807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -583811.125000 Penalty: 4332.900391
	Iteration 19Q: 3 clusters Score -583811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -583816.437500 Penalty: 4332.900391
	Iteration 20F: 3 clusters Score -583816.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -583820.062500 Penalty: 4332.900391
	Iteration 21Q: 3 clusters Score -583820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -583819.687500 Penalty: 4332.900391
	Iteration 22Q: 3 clusters Score -583819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -583820.687500 Penalty: 4332.900391
	Iteration 23Q: 3 clusters Score -583820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -583821.625000 Penalty: 4332.900391
	Iteration 24Q: 3 clusters Score -583821.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -583821.625000 Penalty: 4332.900391
	Iteration 25F: 3 clusters Score -583821.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 55939 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 2476 members 
Entering Unmasked Estep 
Score: -84072464.000000 Penalty: 183775.671875
Splitting cluster 30 changes total score from -84063312.000000 to -84072464.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 31 (55939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Entering Unmasked Estep 
Score: -5440280.500000 Penalty: 2711.140381
	Iteration 0F: 2 clusters Score -5440280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5402834.000000 Penalty: 5422.280762
	Iteration 0F: 3 clusters Score -5402834 nChanged 25833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5417672.500000 Penalty: 5422.280762
	Iteration 1F: 3 clusters Score -5417672 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5419018.500000 Penalty: 5422.280762
	Iteration 2F: 3 clusters Score -5419018 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5420578.000000 Penalty: 5422.280762
	Iteration 3F: 3 clusters Score -5420578 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5422584.000000 Penalty: 5422.280762
	Iteration 4F: 3 clusters Score -5422584 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5424994.500000 Penalty: 5422.280762
	Iteration 5F: 3 clusters Score -5424994 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5427356.000000 Penalty: 5422.280762
	Iteration 6F: 3 clusters Score -5427356 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5429385.000000 Penalty: 5422.280762
	Iteration 7F: 3 clusters Score -5429385 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5431065.000000 Penalty: 5422.280762
	Iteration 8F: 3 clusters Score -5431065 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5432510.500000 Penalty: 5422.280762
	Iteration 9Q: 3 clusters Score -5432510 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5433861.500000 Penalty: 5422.280762
	Iteration 10Q: 3 clusters Score -5433862 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5435420.500000 Penalty: 5422.280762
	Iteration 11Q: 3 clusters Score -5435420 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5437075.000000 Penalty: 5422.280762
	Iteration 12Q: 3 clusters Score -5437075 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -5438413.000000 Penalty: 5422.280762
	Iteration 13Q: 3 clusters Score -5438413 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -5439353.000000 Penalty: 5422.280762
	Iteration 14Q: 3 clusters Score -5439353 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5440117.500000 Penalty: 5422.280762
	Iteration 15Q: 3 clusters Score -5440118 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5440972.500000 Penalty: 5422.280762
	Iteration 16Q: 3 clusters Score -5440972 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5441931.500000 Penalty: 5422.280762
	Iteration 17Q: 3 clusters Score -5441932 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -5442678.000000 Penalty: 5422.280762
	Iteration 18Q: 3 clusters Score -5442678 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -5443026.500000 Penalty: 5422.280762
	Iteration 19Q: 3 clusters Score -5443026 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5443150.500000 Penalty: 5422.280762
	Iteration 20F: 3 clusters Score -5443150 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -5443174.500000 Penalty: 5422.280762
	Iteration 21Q: 3 clusters Score -5443174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -5443189.500000 Penalty: 5422.280762
	Iteration 22Q: 3 clusters Score -5443190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5443207.500000 Penalty: 5422.280762
	Iteration 23Q: 3 clusters Score -5443208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -5443203.500000 Penalty: 5422.280762
	Iteration 24Q: 3 clusters Score -5443204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5443208.000000 Penalty: 5422.280762
	Iteration 25Q: 3 clusters Score -5443208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -5443197.000000 Penalty: 5422.280762
	Iteration 26Q: 3 clusters Score -5443197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5443212.500000 Penalty: 5422.280762
	Iteration 27Q: 3 clusters Score -5443212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5443214.000000 Penalty: 5422.280762
	Iteration 28Q: 3 clusters Score -5443214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -5443199.500000 Penalty: 5422.280762
	Iteration 29Q: 3 clusters Score -5443200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -5443209.000000 Penalty: 5422.280762
	Iteration 30Q: 3 clusters Score -5443209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5443208.000000 Penalty: 5422.280762
	Iteration 31Q: 3 clusters Score -5443208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5443208.000000 Penalty: 5422.280762
	Iteration 32Q: 3 clusters Score -5443208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5443212.000000 Penalty: 5422.280762
	Iteration 33Q: 3 clusters Score -5443212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5443209.000000 Penalty: 5422.280762
	Iteration 34Q: 3 clusters Score -5443209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5443209.000000 Penalty: 5422.280762
	Iteration 35F: 3 clusters Score -5443209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 48391 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 2476 members 
Mstep: Class 55 contains 7548 members 
Entering Unmasked Estep 
Score: -84074776.000000 Penalty: 187178.921875
Splitting cluster 31 changes total score from -84063312.000000 to -84074776.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 32 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -111016.500000 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -111016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -108949.742188 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -108949.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109687.476562 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -109687.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110199.812500 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -110199.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110585.914062 Penalty: 3557.522705
	Iteration 3F: 3 clusters Score -110585.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110739.664062 Penalty: 3557.522705
	Iteration 4F: 3 clusters Score -110739.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110795.515625 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -110795.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110848.250000 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -110848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110860.648438 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -110860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110872.695312 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -110872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110887.085938 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -110887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110911.632812 Penalty: 3557.522705
	Iteration 10Q: 3 clusters Score -110911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110928.085938 Penalty: 3557.522705
	Iteration 11Q: 3 clusters Score -110928.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110964.828125 Penalty: 3557.522705
	Iteration 12Q: 3 clusters Score -110964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110977.976562 Penalty: 3557.522705
	Iteration 13Q: 3 clusters Score -110978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111000.796875 Penalty: 3557.522705
	Iteration 14Q: 3 clusters Score -111000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111021.921875 Penalty: 3557.522705
	Iteration 15Q: 3 clusters Score -111021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111040.117188 Penalty: 3557.522705
	Iteration 16Q: 3 clusters Score -111040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111055.664062 Penalty: 3557.522705
	Iteration 17Q: 3 clusters Score -111055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111071.062500 Penalty: 3557.522705
	Iteration 18Q: 3 clusters Score -111071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111088.312500 Penalty: 3557.522705
	Iteration 19Q: 3 clusters Score -111088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111096.031250 Penalty: 3557.522705
	Iteration 20F: 3 clusters Score -111096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111097.062500 Penalty: 3557.522705
	Iteration 21Q: 3 clusters Score -111097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111100.203125 Penalty: 3557.522705
	Iteration 22Q: 3 clusters Score -111100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111101.421875 Penalty: 3557.522705
	Iteration 23Q: 3 clusters Score -111101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111101.421875 Penalty: 3557.522705
	Iteration 24F: 3 clusters Score -111101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 48391 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 20371 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 2476 members 
Mstep: Class 55 contains 7548 members 
Mstep: Class 56 contains 465 members 
Entering Unmasked Estep 
Score: -84073200.000000 Penalty: 190582.171875
Splitting cluster 32 changes total score from -84063312.000000 to -84073200.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 33 (14356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Entering Unmasked Estep 
Score: -1460654.375000 Penalty: 2373.836914
	Iteration 0F: 2 clusters Score -1460654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1450105.125000 Penalty: 4747.673828
	Iteration 0F: 3 clusters Score -1450105 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1453492.125000 Penalty: 4747.673828
	Iteration 1F: 3 clusters Score -1453492 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1453890.000000 Penalty: 4747.673828
	Iteration 2F: 3 clusters Score -1453890 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1454202.125000 Penalty: 4747.673828
	Iteration 3F: 3 clusters Score -1454202 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1454507.625000 Penalty: 4747.673828
	Iteration 4Q: 3 clusters Score -1454508 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1454843.125000 Penalty: 4747.673828
	Iteration 5Q: 3 clusters Score -1454843 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1455237.875000 Penalty: 4747.673828
	Iteration 6Q: 3 clusters Score -1455238 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1455654.875000 Penalty: 4747.673828
	Iteration 7Q: 3 clusters Score -1455655 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1456075.750000 Penalty: 4747.673828
	Iteration 8Q: 3 clusters Score -1456076 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1456541.500000 Penalty: 4747.673828
	Iteration 9Q: 3 clusters Score -1456542 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1456954.500000 Penalty: 4747.673828
	Iteration 10Q: 3 clusters Score -1456954 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1457359.375000 Penalty: 4747.673828
	Iteration 11Q: 3 clusters Score -1457359 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1457710.625000 Penalty: 4747.673828
	Iteration 12Q: 3 clusters Score -1457711 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1457983.250000 Penalty: 4747.673828
	Iteration 13Q: 3 clusters Score -1457983 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1458163.750000 Penalty: 4747.673828
	Iteration 14Q: 3 clusters Score -1458164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1458289.250000 Penalty: 4747.673828
	Iteration 15Q: 3 clusters Score -1458289 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1458376.500000 Penalty: 4747.673828
	Iteration 16Q: 3 clusters Score -1458376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1458434.375000 Penalty: 4747.673828
	Iteration 17Q: 3 clusters Score -1458434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1458467.000000 Penalty: 4747.673828
	Iteration 18Q: 3 clusters Score -1458467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1458486.250000 Penalty: 4747.673828
	Iteration 19Q: 3 clusters Score -1458486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1458519.000000 Penalty: 4747.673828
	Iteration 20F: 3 clusters Score -1458519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1458530.750000 Penalty: 4747.673828
	Iteration 21Q: 3 clusters Score -1458531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1458551.000000 Penalty: 4747.673828
	Iteration 22Q: 3 clusters Score -1458551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1458558.000000 Penalty: 4747.673828
	Iteration 23Q: 3 clusters Score -1458558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1458565.375000 Penalty: 4747.673828
	Iteration 24Q: 3 clusters Score -1458565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1458572.125000 Penalty: 4747.673828
	Iteration 25Q: 3 clusters Score -1458572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1458575.500000 Penalty: 4747.673828
	Iteration 26Q: 3 clusters Score -1458576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1458576.000000 Penalty: 4747.673828
	Iteration 27Q: 3 clusters Score -1458576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1458583.750000 Penalty: 4747.673828
	Iteration 28Q: 3 clusters Score -1458584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1458588.500000 Penalty: 4747.673828
	Iteration 29Q: 3 clusters Score -1458588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1458587.750000 Penalty: 4747.673828
	Iteration 30Q: 3 clusters Score -1458588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1458587.750000 Penalty: 4747.673828
	Iteration 31F: 3 clusters Score -1458588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Entering Unmasked Estep 
Score: -1184934.625000 Penalty: 2327.617188
	Iteration 0F: 2 clusters Score -1184935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1176121.125000 Penalty: 4655.234375
	Iteration 0F: 3 clusters Score -1176121 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1178928.000000 Penalty: 4655.234375
	Iteration 1F: 3 clusters Score -1178928 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1179447.375000 Penalty: 4655.234375
	Iteration 2F: 3 clusters Score -1179447 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1180088.750000 Penalty: 4655.234375
	Iteration 3F: 3 clusters Score -1180089 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1180992.250000 Penalty: 4655.234375
	Iteration 4F: 3 clusters Score -1180992 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1182080.500000 Penalty: 4655.234375
	Iteration 5F: 3 clusters Score -1182080 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1182969.750000 Penalty: 4655.234375
	Iteration 6F: 3 clusters Score -1182970 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1183447.375000 Penalty: 4655.234375
	Iteration 7F: 3 clusters Score -1183447 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1183656.000000 Penalty: 4655.234375
	Iteration 8Q: 3 clusters Score -1183656 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1183732.250000 Penalty: 4655.234375
	Iteration 9Q: 3 clusters Score -1183732 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1183766.625000 Penalty: 4655.234375
	Iteration 10Q: 3 clusters Score -1183767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1183779.000000 Penalty: 4655.234375
	Iteration 11Q: 3 clusters Score -1183779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1183788.125000 Penalty: 4655.234375
	Iteration 12Q: 3 clusters Score -1183788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1183791.750000 Penalty: 4655.234375
	Iteration 13Q: 3 clusters Score -1183792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1183797.500000 Penalty: 4655.234375
	Iteration 14Q: 3 clusters Score -1183798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1183799.500000 Penalty: 4655.234375
	Iteration 15Q: 3 clusters Score -1183800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1183799.000000 Penalty: 4655.234375
	Iteration 16Q: 3 clusters Score -1183799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1183798.875000 Penalty: 4655.234375
	Iteration 17Q: 3 clusters Score -1183799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1183801.375000 Penalty: 4655.234375
	Iteration 18Q: 3 clusters Score -1183801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1183800.875000 Penalty: 4655.234375
	Iteration 19Q: 3 clusters Score -1183801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1183800.250000 Penalty: 4655.234375
	Iteration 20F: 3 clusters Score -1183800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1183802.375000 Penalty: 4655.234375
	Iteration 21Q: 3 clusters Score -1183802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1183802.500000 Penalty: 4655.234375
	Iteration 22Q: 3 clusters Score -1183802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1183803.875000 Penalty: 4655.234375
	Iteration 23Q: 3 clusters Score -1183804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1183802.500000 Penalty: 4655.234375
	Iteration 24Q: 3 clusters Score -1183802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1183803.875000 Penalty: 4655.234375
	Iteration 25Q: 3 clusters Score -1183804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1183802.125000 Penalty: 4655.234375
	Iteration 26Q: 3 clusters Score -1183802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1183803.375000 Penalty: 4655.234375
	Iteration 27Q: 3 clusters Score -1183803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1183804.000000 Penalty: 4655.234375
	Iteration 28Q: 3 clusters Score -1183804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1183802.375000 Penalty: 4655.234375
	Iteration 29Q: 3 clusters Score -1183802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1183802.375000 Penalty: 4655.234375
	Iteration 30F: 3 clusters Score -1183802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Entering Unmasked Estep 
Score: -1816518.250000 Penalty: 2460.623047
	Iteration 0F: 2 clusters Score -1816518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1802254.750000 Penalty: 4921.246094
	Iteration 0F: 3 clusters Score -1802255 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1807341.000000 Penalty: 4921.246094
	Iteration 1F: 3 clusters Score -1807341 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1807964.625000 Penalty: 4921.246094
	Iteration 2F: 3 clusters Score -1807965 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1808714.250000 Penalty: 4921.246094
	Iteration 3F: 3 clusters Score -1808714 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1809620.250000 Penalty: 4921.246094
	Iteration 4F: 3 clusters Score -1809620 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1810622.750000 Penalty: 4921.246094
	Iteration 5F: 3 clusters Score -1810623 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1811638.000000 Penalty: 4921.246094
	Iteration 6F: 3 clusters Score -1811638 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1812621.125000 Penalty: 4921.246094
	Iteration 7F: 3 clusters Score -1812621 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1813574.875000 Penalty: 4921.246094
	Iteration 8Q: 3 clusters Score -1813575 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1814399.500000 Penalty: 4921.246094
	Iteration 9Q: 3 clusters Score -1814400 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1815059.000000 Penalty: 4921.246094
	Iteration 10Q: 3 clusters Score -1815059 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1815463.875000 Penalty: 4921.246094
	Iteration 11Q: 3 clusters Score -1815464 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1815698.750000 Penalty: 4921.246094
	Iteration 12Q: 3 clusters Score -1815699 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1815833.125000 Penalty: 4921.246094
	Iteration 13Q: 3 clusters Score -1815833 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1815906.875000 Penalty: 4921.246094
	Iteration 14Q: 3 clusters Score -1815907 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1815950.000000 Penalty: 4921.246094
	Iteration 15Q: 3 clusters Score -1815950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1815991.125000 Penalty: 4921.246094
	Iteration 16Q: 3 clusters Score -1815991 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1816023.250000 Penalty: 4921.246094
	Iteration 17Q: 3 clusters Score -1816023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1816040.250000 Penalty: 4921.246094
	Iteration 18Q: 3 clusters Score -1816040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1816068.750000 Penalty: 4921.246094
	Iteration 19Q: 3 clusters Score -1816069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1816103.375000 Penalty: 4921.246094
	Iteration 20F: 3 clusters Score -1816103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1816135.500000 Penalty: 4921.246094
	Iteration 21Q: 3 clusters Score -1816136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1816171.500000 Penalty: 4921.246094
	Iteration 22Q: 3 clusters Score -1816172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1816225.750000 Penalty: 4921.246094
	Iteration 23Q: 3 clusters Score -1816226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1816267.000000 Penalty: 4921.246094
	Iteration 24Q: 3 clusters Score -1816267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1816308.750000 Penalty: 4921.246094
	Iteration 25Q: 3 clusters Score -1816309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1816346.000000 Penalty: 4921.246094
	Iteration 26Q: 3 clusters Score -1816346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1816381.625000 Penalty: 4921.246094
	Iteration 27Q: 3 clusters Score -1816382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1816413.500000 Penalty: 4921.246094
	Iteration 28Q: 3 clusters Score -1816414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1816450.875000 Penalty: 4921.246094
	Iteration 29Q: 3 clusters Score -1816451 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1816496.250000 Penalty: 4921.246094
	Iteration 30Q: 3 clusters Score -1816496 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1816536.750000 Penalty: 4921.246094
	Iteration 31Q: 3 clusters Score -1816537 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1816589.125000 Penalty: 4921.246094
	Iteration 32Q: 3 clusters Score -1816589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1816634.000000 Penalty: 4921.246094
	Iteration 33Q: 3 clusters Score -1816634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1816681.375000 Penalty: 4921.246094
	Iteration 34Q: 3 clusters Score -1816681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1816718.750000 Penalty: 4921.246094
	Iteration 35Q: 3 clusters Score -1816719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1816752.250000 Penalty: 4921.246094
	Iteration 36Q: 3 clusters Score -1816752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1816789.750000 Penalty: 4921.246094
	Iteration 37Q: 3 clusters Score -1816790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1816814.750000 Penalty: 4921.246094
	Iteration 38Q: 3 clusters Score -1816815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1816835.750000 Penalty: 4921.246094
	Iteration 39Q: 3 clusters Score -1816836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1816853.750000 Penalty: 4921.246094
	Iteration 40F: 3 clusters Score -1816854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1816874.500000 Penalty: 4921.246094
	Iteration 41Q: 3 clusters Score -1816874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1816882.875000 Penalty: 4921.246094
	Iteration 42Q: 3 clusters Score -1816883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1816894.500000 Penalty: 4921.246094
	Iteration 43Q: 3 clusters Score -1816894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1816907.125000 Penalty: 4921.246094
	Iteration 44Q: 3 clusters Score -1816907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1816919.000000 Penalty: 4921.246094
	Iteration 45Q: 3 clusters Score -1816919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1816922.375000 Penalty: 4921.246094
	Iteration 46Q: 3 clusters Score -1816922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1816930.250000 Penalty: 4921.246094
	Iteration 47Q: 3 clusters Score -1816930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1816935.375000 Penalty: 4921.246094
	Iteration 48Q: 3 clusters Score -1816935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1816939.875000 Penalty: 4921.246094
	Iteration 49Q: 3 clusters Score -1816940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1816940.375000 Penalty: 4921.246094
	Iteration 50Q: 3 clusters Score -1816940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1816939.375000 Penalty: 4921.246094
	Iteration 51Q: 3 clusters Score -1816939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1816938.375000 Penalty: 4921.246094
	Iteration 52Q: 3 clusters Score -1816938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1816939.500000 Penalty: 4921.246094
	Iteration 53Q: 3 clusters Score -1816940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1816939.500000 Penalty: 4921.246094
	Iteration 54F: 3 clusters Score -1816940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 48391 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 18038 members 
Mstep: Class 36 contains 11502 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 2476 members 
Mstep: Class 55 contains 7548 members 
Mstep: Class 56 contains 465 members 
Mstep: Class 57 contains 2333 members 
Entering Unmasked Estep 
Score: -84072688.000000 Penalty: 193985.421875
Splitting cluster 35 changes total score from -84063312.000000 to -84072688.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 36 (11502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Entering Unmasked Estep 
Score: -1020810.562500 Penalty: 2318.868408
	Iteration 0F: 2 clusters Score -1020811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1012226.562500 Penalty: 4637.736816
	Iteration 0F: 3 clusters Score -1012227 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1015034.562500 Penalty: 4637.736816
	Iteration 1F: 3 clusters Score -1015035 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1015762.812500 Penalty: 4637.736816
	Iteration 2F: 3 clusters Score -1015763 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1016637.500000 Penalty: 4637.736816
	Iteration 3F: 3 clusters Score -1016638 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1017531.812500 Penalty: 4637.736816
	Iteration 4F: 3 clusters Score -1017532 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1018359.750000 Penalty: 4637.736816
	Iteration 5F: 3 clusters Score -1018360 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1019099.875000 Penalty: 4637.736816
	Iteration 6F: 3 clusters Score -1019100 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1019698.687500 Penalty: 4637.736816
	Iteration 7F: 3 clusters Score -1019699 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1020099.750000 Penalty: 4637.736816
	Iteration 8Q: 3 clusters Score -1020100 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1020405.562500 Penalty: 4637.736816
	Iteration 9Q: 3 clusters Score -1020406 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1020641.687500 Penalty: 4637.736816
	Iteration 10Q: 3 clusters Score -1020642 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1020854.937500 Penalty: 4637.736816
	Iteration 11Q: 3 clusters Score -1020855 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1021080.187500 Penalty: 4637.736816
	Iteration 12Q: 3 clusters Score -1021080 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1021318.312500 Penalty: 4637.736816
	Iteration 13Q: 3 clusters Score -1021318 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1021497.625000 Penalty: 4637.736816
	Iteration 14Q: 3 clusters Score -1021498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1021632.125000 Penalty: 4637.736816
	Iteration 15Q: 3 clusters Score -1021632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1021755.875000 Penalty: 4637.736816
	Iteration 16Q: 3 clusters Score -1021756 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1021878.687500 Penalty: 4637.736816
	Iteration 17Q: 3 clusters Score -1021879 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1022054.812500 Penalty: 4637.736816
	Iteration 18Q: 3 clusters Score -1022055 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1022217.812500 Penalty: 4637.736816
	Iteration 19Q: 3 clusters Score -1022218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1022286.937500 Penalty: 4637.736816
	Iteration 20F: 3 clusters Score -1022287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1022317.062500 Penalty: 4637.736816
	Iteration 21Q: 3 clusters Score -1022317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1022341.000000 Penalty: 4637.736816
	Iteration 22Q: 3 clusters Score -1022341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1022354.750000 Penalty: 4637.736816
	Iteration 23Q: 3 clusters Score -1022355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1022373.187500 Penalty: 4637.736816
	Iteration 24Q: 3 clusters Score -1022373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1022384.875000 Penalty: 4637.736816
	Iteration 25Q: 3 clusters Score -1022385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1022396.500000 Penalty: 4637.736816
	Iteration 26Q: 3 clusters Score -1022396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1022404.500000 Penalty: 4637.736816
	Iteration 27Q: 3 clusters Score -1022404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1022420.937500 Penalty: 4637.736816
	Iteration 28Q: 3 clusters Score -1022421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1022436.187500 Penalty: 4637.736816
	Iteration 29Q: 3 clusters Score -1022436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1022456.937500 Penalty: 4637.736816
	Iteration 30Q: 3 clusters Score -1022457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1022469.437500 Penalty: 4637.736816
	Iteration 31Q: 3 clusters Score -1022469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1022476.000000 Penalty: 4637.736816
	Iteration 32Q: 3 clusters Score -1022476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1022485.000000 Penalty: 4637.736816
	Iteration 33Q: 3 clusters Score -1022485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1022491.687500 Penalty: 4637.736816
	Iteration 34Q: 3 clusters Score -1022492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1022494.812500 Penalty: 4637.736816
	Iteration 35Q: 3 clusters Score -1022495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1022496.375000 Penalty: 4637.736816
	Iteration 36Q: 3 clusters Score -1022496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1022500.187500 Penalty: 4637.736816
	Iteration 37Q: 3 clusters Score -1022500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1022501.625000 Penalty: 4637.736816
	Iteration 38Q: 3 clusters Score -1022502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1022501.562500 Penalty: 4637.736816
	Iteration 39Q: 3 clusters Score -1022502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1022503.062500 Penalty: 4637.736816
	Iteration 40F: 3 clusters Score -1022503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1022504.312500 Penalty: 4637.736816
	Iteration 41Q: 3 clusters Score -1022504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1022509.750000 Penalty: 4637.736816
	Iteration 42Q: 3 clusters Score -1022510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1022509.812500 Penalty: 4637.736816
	Iteration 43Q: 3 clusters Score -1022510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1022510.437500 Penalty: 4637.736816
	Iteration 44Q: 3 clusters Score -1022510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1022513.500000 Penalty: 4637.736816
	Iteration 45Q: 3 clusters Score -1022514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1022513.812500 Penalty: 4637.736816
	Iteration 46Q: 3 clusters Score -1022514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1022515.437500 Penalty: 4637.736816
	Iteration 47Q: 3 clusters Score -1022515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1022514.750000 Penalty: 4637.736816
	Iteration 48Q: 3 clusters Score -1022515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1022514.187500 Penalty: 4637.736816
	Iteration 49Q: 3 clusters Score -1022514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1022515.250000 Penalty: 4637.736816
	Iteration 50Q: 3 clusters Score -1022515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1022514.375000 Penalty: 4637.736816
	Iteration 51Q: 3 clusters Score -1022514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1022514.187500 Penalty: 4637.736816
	Iteration 52Q: 3 clusters Score -1022514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1022514.562500 Penalty: 4637.736816
	Iteration 53Q: 3 clusters Score -1022515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1022516.312500 Penalty: 4637.736816
	Iteration 54Q: 3 clusters Score -1022516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1022516.312500 Penalty: 4637.736816
	Iteration 55F: 3 clusters Score -1022516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 48391 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 18038 members 
Mstep: Class 36 contains 3373 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 29053 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4598 members 
Mstep: Class 43 contains 50703 members 
Mstep: Class 44 contains 5980 members 
Mstep: Class 45 contains 1280 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 9797 members 
Mstep: Class 48 contains 51184 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 1801 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 3957 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 2476 members 
Mstep: Class 55 contains 7548 members 
Mstep: Class 56 contains 465 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 8129 members 
Entering Unmasked Estep 
Score: -84073400.000000 Penalty: 197388.671875
Splitting cluster 36 changes total score from -84063312.000000 to -84073400.000000
So it's getting split into cluster 58.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 31210 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 80786 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 119508 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 91612 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3212 members 
Mstep: Class 20 contains 4085 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 93612 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 48391 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 14356 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 18038 members 
Mstep: Class 36 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84092352.000000 Penalty: 197388.671875
Iteration 79Q: 59 clusters Score -8.409235e+07 nChanged 30762
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 32540 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 81324 members 
Mstep: Class 6 contains 9811 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 6877 members 
Mstep: Class 11 contains 118940 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 11947 members 
Mstep: Class 16 contains 95804 members 
Mstep: Class 17 contains 13140 members 
Mstep: Class 18 contains 1053 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 4103 members 
Mstep: Class 23 contains 10804 members 
Mstep: Class 24 contains 94300 members 
Mstep: Class 25 contains 2762 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 3732 members 
Mstep: Class 28 contains 5500 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 3695 members 
Mstep: Class 31 contains 48491 members 
Mstep: Class 32 contains 840 members 
Mstep: Class 33 contains 14847 members 
Mstep: Class 34 contains 11953 members 
Mstep: Class 35 contains 18489 members 
Mstep: Class 36 contains 3500 members 
Mstep: Class 37 contains 8973 members 
Mstep: Class 38 contains 27525 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5218 members 
Mstep: Class 41 contains 1635 members 
Mstep: Class 42 contains 4511 members 
Mstep: Class 43 contains 48221 members 
Mstep: Class 44 contains 5714 members 
Mstep: Class 45 contains 1277 members 
Mstep: Class 46 contains 3578 members 
Mstep: Class 47 contains 9569 members 
Mstep: Class 48 contains 49120 members 
Mstep: Class 49 contains 23683 members 
Mstep: Class 50 contains 1761 members 
Mstep: Class 51 contains 1623 members 
Mstep: Class 52 contains 3782 members 
Mstep: Class 53 contains 2285 members 
Mstep: Class 54 contains 2275 members 
Mstep: Class 55 contains 7225 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 2499 members 
Mstep: Class 58 contains 7700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84106296.000000 Penalty: 197388.671875
Iteration 80F: 59 clusters Score -8.41063e+07 nChanged 22262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 32726 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 80831 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 7023 members 
Mstep: Class 11 contains 118193 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 95713 members 
Mstep: Class 17 contains 13039 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 4060 members 
Mstep: Class 21 contains 3017 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 10804 members 
Mstep: Class 24 contains 93291 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 3661 members 
Mstep: Class 31 contains 47609 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15044 members 
Mstep: Class 34 contains 11946 members 
Mstep: Class 35 contains 18166 members 
Mstep: Class 36 contains 3550 members 
Mstep: Class 37 contains 9356 members 
Mstep: Class 38 contains 27579 members 
Mstep: Class 39 contains 534 members 
Mstep: Class 40 contains 5305 members 
Mstep: Class 41 contains 1671 members 
Mstep: Class 42 contains 4536 members 
Mstep: Class 43 contains 48561 members 
Mstep: Class 44 contains 5664 members 
Mstep: Class 45 contains 1365 members 
Mstep: Class 46 contains 4138 members 
Mstep: Class 47 contains 9679 members 
Mstep: Class 48 contains 50880 members 
Mstep: Class 49 contains 23850 members 
Mstep: Class 50 contains 1751 members 
Mstep: Class 51 contains 1677 members 
Mstep: Class 52 contains 4005 members 
Mstep: Class 53 contains 2258 members 
Mstep: Class 54 contains 2385 members 
Mstep: Class 55 contains 7251 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 2777 members 
Mstep: Class 58 contains 7748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84111784.000000 Penalty: 197388.671875
Iteration 81Q: 59 clusters Score -8.411178e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 32831 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 80412 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 117740 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3313 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 95975 members 
Mstep: Class 17 contains 12983 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 4056 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 10804 members 
Mstep: Class 24 contains 92523 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 5500 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 3647 members 
Mstep: Class 31 contains 46888 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15201 members 
Mstep: Class 34 contains 11942 members 
Mstep: Class 35 contains 18087 members 
Mstep: Class 36 contains 3625 members 
Mstep: Class 37 contains 9491 members 
Mstep: Class 38 contains 27622 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5330 members 
Mstep: Class 41 contains 1670 members 
Mstep: Class 42 contains 4576 members 
Mstep: Class 43 contains 48714 members 
Mstep: Class 44 contains 5609 members 
Mstep: Class 45 contains 1404 members 
Mstep: Class 46 contains 4568 members 
Mstep: Class 47 contains 9730 members 
Mstep: Class 48 contains 51949 members 
Mstep: Class 49 contains 23881 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1690 members 
Mstep: Class 52 contains 4113 members 
Mstep: Class 53 contains 2220 members 
Mstep: Class 54 contains 2436 members 
Mstep: Class 55 contains 7274 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 2935 members 
Mstep: Class 58 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84114728.000000 Penalty: 197388.671875
Iteration 82Q: 59 clusters Score -8.411473e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 32883 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 80010 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 7160 members 
Mstep: Class 11 contains 117397 members 
Mstep: Class 12 contains 7759 members 
Mstep: Class 13 contains 2986 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 96317 members 
Mstep: Class 17 contains 12950 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 4046 members 
Mstep: Class 21 contains 2994 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 91838 members 
Mstep: Class 25 contains 2903 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 3641 members 
Mstep: Class 31 contains 46317 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15326 members 
Mstep: Class 34 contains 11935 members 
Mstep: Class 35 contains 18034 members 
Mstep: Class 36 contains 3721 members 
Mstep: Class 37 contains 9566 members 
Mstep: Class 38 contains 27681 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5355 members 
Mstep: Class 41 contains 1671 members 
Mstep: Class 42 contains 4616 members 
Mstep: Class 43 contains 48828 members 
Mstep: Class 44 contains 5579 members 
Mstep: Class 45 contains 1413 members 
Mstep: Class 46 contains 4891 members 
Mstep: Class 47 contains 9804 members 
Mstep: Class 48 contains 52753 members 
Mstep: Class 49 contains 23840 members 
Mstep: Class 50 contains 1742 members 
Mstep: Class 51 contains 1694 members 
Mstep: Class 52 contains 4177 members 
Mstep: Class 53 contains 2195 members 
Mstep: Class 54 contains 2474 members 
Mstep: Class 55 contains 7280 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3082 members 
Mstep: Class 58 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84115888.000000 Penalty: 197388.671875
Iteration 83Q: 59 clusters Score -8.411589e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 32891 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 79619 members 
Mstep: Class 6 contains 9771 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 7252 members 
Mstep: Class 11 contains 117149 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 11952 members 
Mstep: Class 16 contains 96600 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 4032 members 
Mstep: Class 21 contains 2992 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 91188 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 3702 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 3632 members 
Mstep: Class 31 contains 45819 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15413 members 
Mstep: Class 34 contains 11932 members 
Mstep: Class 35 contains 18038 members 
Mstep: Class 36 contains 3822 members 
Mstep: Class 37 contains 9591 members 
Mstep: Class 38 contains 27757 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 1658 members 
Mstep: Class 42 contains 4647 members 
Mstep: Class 43 contains 48938 members 
Mstep: Class 44 contains 5553 members 
Mstep: Class 45 contains 1417 members 
Mstep: Class 46 contains 5224 members 
Mstep: Class 47 contains 9874 members 
Mstep: Class 48 contains 53433 members 
Mstep: Class 49 contains 23771 members 
Mstep: Class 50 contains 1742 members 
Mstep: Class 51 contains 1692 members 
Mstep: Class 52 contains 4202 members 
Mstep: Class 53 contains 2174 members 
Mstep: Class 54 contains 2515 members 
Mstep: Class 55 contains 7300 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3251 members 
Mstep: Class 58 contains 7714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84116648.000000 Penalty: 197388.671875
Iteration 84Q: 59 clusters Score -8.411665e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 32873 members 
Mstep: Class 3 contains 4248 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 79250 members 
Mstep: Class 6 contains 9859 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 7312 members 
Mstep: Class 11 contains 116966 members 
Mstep: Class 12 contains 7699 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 16 contains 96880 members 
Mstep: Class 17 contains 12907 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 2996 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 10806 members 
Mstep: Class 24 contains 90620 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 3698 members 
Mstep: Class 28 contains 5747 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 3625 members 
Mstep: Class 31 contains 45387 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15470 members 
Mstep: Class 34 contains 11921 members 
Mstep: Class 35 contains 18058 members 
Mstep: Class 36 contains 3905 members 
Mstep: Class 37 contains 9590 members 
Mstep: Class 38 contains 27828 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5398 members 
Mstep: Class 41 contains 1644 members 
Mstep: Class 42 contains 4679 members 
Mstep: Class 43 contains 49048 members 
Mstep: Class 44 contains 5539 members 
Mstep: Class 45 contains 1396 members 
Mstep: Class 46 contains 5513 members 
Mstep: Class 47 contains 9959 members 
Mstep: Class 48 contains 53973 members 
Mstep: Class 49 contains 23684 members 
Mstep: Class 50 contains 1742 members 
Mstep: Class 51 contains 1690 members 
Mstep: Class 52 contains 4238 members 
Mstep: Class 53 contains 2162 members 
Mstep: Class 54 contains 2541 members 
Mstep: Class 55 contains 7316 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84117792.000000 Penalty: 197388.671875
Iteration 85Q: 59 clusters Score -8.411779e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 32856 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 78932 members 
Mstep: Class 6 contains 9926 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 7374 members 
Mstep: Class 11 contains 116824 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 97104 members 
Mstep: Class 17 contains 12899 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 2998 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 10808 members 
Mstep: Class 24 contains 90122 members 
Mstep: Class 25 contains 2955 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3700 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 3623 members 
Mstep: Class 31 contains 44989 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15505 members 
Mstep: Class 34 contains 11915 members 
Mstep: Class 35 contains 18080 members 
Mstep: Class 36 contains 3987 members 
Mstep: Class 37 contains 9570 members 
Mstep: Class 38 contains 27906 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5404 members 
Mstep: Class 41 contains 1651 members 
Mstep: Class 42 contains 4703 members 
Mstep: Class 43 contains 49169 members 
Mstep: Class 44 contains 5528 members 
Mstep: Class 45 contains 1381 members 
Mstep: Class 46 contains 5786 members 
Mstep: Class 47 contains 10015 members 
Mstep: Class 48 contains 54410 members 
Mstep: Class 49 contains 23588 members 
Mstep: Class 50 contains 1741 members 
Mstep: Class 51 contains 1687 members 
Mstep: Class 52 contains 4243 members 
Mstep: Class 53 contains 2144 members 
Mstep: Class 54 contains 2579 members 
Mstep: Class 55 contains 7336 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3578 members 
Mstep: Class 58 contains 7640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84118664.000000 Penalty: 197388.671875
Iteration 86Q: 59 clusters Score -8.411866e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 32828 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 78610 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 116719 members 
Mstep: Class 12 contains 7640 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 11976 members 
Mstep: Class 16 contains 97282 members 
Mstep: Class 17 contains 12890 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 2992 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 10808 members 
Mstep: Class 24 contains 89679 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3703 members 
Mstep: Class 28 contains 5939 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 44646 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15528 members 
Mstep: Class 34 contains 11908 members 
Mstep: Class 35 contains 18098 members 
Mstep: Class 36 contains 4060 members 
Mstep: Class 37 contains 9575 members 
Mstep: Class 38 contains 27993 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5408 members 
Mstep: Class 41 contains 1667 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 49284 members 
Mstep: Class 44 contains 5518 members 
Mstep: Class 45 contains 1363 members 
Mstep: Class 46 contains 6041 members 
Mstep: Class 47 contains 10046 members 
Mstep: Class 48 contains 54775 members 
Mstep: Class 49 contains 23520 members 
Mstep: Class 50 contains 1741 members 
Mstep: Class 51 contains 1686 members 
Mstep: Class 52 contains 4245 members 
Mstep: Class 53 contains 2128 members 
Mstep: Class 54 contains 2617 members 
Mstep: Class 55 contains 7366 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3697 members 
Mstep: Class 58 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84118968.000000 Penalty: 197388.671875
Iteration 87Q: 59 clusters Score -8.411897e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 32806 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 78366 members 
Mstep: Class 6 contains 10063 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 116622 members 
Mstep: Class 12 contains 7623 members 
Mstep: Class 13 contains 3106 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 11977 members 
Mstep: Class 16 contains 97415 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 2998 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 89269 members 
Mstep: Class 25 contains 2993 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 3618 members 
Mstep: Class 31 contains 44354 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15548 members 
Mstep: Class 34 contains 11899 members 
Mstep: Class 35 contains 18080 members 
Mstep: Class 36 contains 4152 members 
Mstep: Class 37 contains 9581 members 
Mstep: Class 38 contains 28081 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5415 members 
Mstep: Class 41 contains 1674 members 
Mstep: Class 42 contains 4743 members 
Mstep: Class 43 contains 49408 members 
Mstep: Class 44 contains 5500 members 
Mstep: Class 45 contains 1352 members 
Mstep: Class 46 contains 6264 members 
Mstep: Class 47 contains 10066 members 
Mstep: Class 48 contains 55099 members 
Mstep: Class 49 contains 23439 members 
Mstep: Class 50 contains 1738 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 4240 members 
Mstep: Class 53 contains 2115 members 
Mstep: Class 54 contains 2645 members 
Mstep: Class 55 contains 7407 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3789 members 
Mstep: Class 58 contains 7527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119320.000000 Penalty: 197388.671875
Iteration 88Q: 59 clusters Score -8.411932e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 32786 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 78132 members 
Mstep: Class 6 contains 10137 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 116556 members 
Mstep: Class 12 contains 7599 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 11981 members 
Mstep: Class 16 contains 97553 members 
Mstep: Class 17 contains 12874 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 3995 members 
Mstep: Class 21 contains 3001 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 88895 members 
Mstep: Class 25 contains 3006 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 6146 members 
Mstep: Class 29 contains 3174 members 
Mstep: Class 30 contains 3610 members 
Mstep: Class 31 contains 44081 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15567 members 
Mstep: Class 34 contains 11895 members 
Mstep: Class 35 contains 18079 members 
Mstep: Class 36 contains 4235 members 
Mstep: Class 37 contains 9576 members 
Mstep: Class 38 contains 28147 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5415 members 
Mstep: Class 41 contains 1687 members 
Mstep: Class 42 contains 4761 members 
Mstep: Class 43 contains 49504 members 
Mstep: Class 44 contains 5491 members 
Mstep: Class 45 contains 1343 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 10086 members 
Mstep: Class 48 contains 55381 members 
Mstep: Class 49 contains 23368 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 1687 members 
Mstep: Class 52 contains 4244 members 
Mstep: Class 53 contains 2100 members 
Mstep: Class 54 contains 2665 members 
Mstep: Class 55 contains 7445 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3865 members 
Mstep: Class 58 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119464.000000 Penalty: 197388.671875
Iteration 89Q: 59 clusters Score -8.411946e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 32751 members 
Mstep: Class 3 contains 4512 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 77940 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 5485 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 116528 members 
Mstep: Class 12 contains 7585 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 3253 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 97682 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 88577 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 6229 members 
Mstep: Class 29 contains 3184 members 
Mstep: Class 30 contains 3603 members 
Mstep: Class 31 contains 43850 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15585 members 
Mstep: Class 34 contains 11885 members 
Mstep: Class 35 contains 18076 members 
Mstep: Class 36 contains 4312 members 
Mstep: Class 37 contains 9545 members 
Mstep: Class 38 contains 28194 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5418 members 
Mstep: Class 41 contains 1702 members 
Mstep: Class 42 contains 4779 members 
Mstep: Class 43 contains 49585 members 
Mstep: Class 44 contains 5476 members 
Mstep: Class 45 contains 1340 members 
Mstep: Class 46 contains 6668 members 
Mstep: Class 47 contains 10104 members 
Mstep: Class 48 contains 55627 members 
Mstep: Class 49 contains 23310 members 
Mstep: Class 50 contains 1735 members 
Mstep: Class 51 contains 1689 members 
Mstep: Class 52 contains 4260 members 
Mstep: Class 53 contains 2090 members 
Mstep: Class 54 contains 2680 members 
Mstep: Class 55 contains 7480 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3934 members 
Mstep: Class 58 contains 7401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84119896.000000 Penalty: 197388.671875
Iteration 90Q: 59 clusters Score -8.41199e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 32727 members 
Mstep: Class 3 contains 4544 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 77771 members 
Mstep: Class 6 contains 10244 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 116484 members 
Mstep: Class 12 contains 7557 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 11990 members 
Mstep: Class 16 contains 97841 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 3983 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 88290 members 
Mstep: Class 25 contains 3015 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 6323 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 3602 members 
Mstep: Class 31 contains 43647 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15598 members 
Mstep: Class 34 contains 11875 members 
Mstep: Class 35 contains 18074 members 
Mstep: Class 36 contains 4391 members 
Mstep: Class 37 contains 9503 members 
Mstep: Class 38 contains 28226 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5420 members 
Mstep: Class 41 contains 1708 members 
Mstep: Class 42 contains 4798 members 
Mstep: Class 43 contains 49645 members 
Mstep: Class 44 contains 5463 members 
Mstep: Class 45 contains 1330 members 
Mstep: Class 46 contains 6841 members 
Mstep: Class 47 contains 10123 members 
Mstep: Class 48 contains 55818 members 
Mstep: Class 49 contains 23239 members 
Mstep: Class 50 contains 1735 members 
Mstep: Class 51 contains 1691 members 
Mstep: Class 52 contains 4269 members 
Mstep: Class 53 contains 2082 members 
Mstep: Class 54 contains 2692 members 
Mstep: Class 55 contains 7520 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 3987 members 
Mstep: Class 58 contains 7349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120232.000000 Penalty: 197388.671875
Iteration 91Q: 59 clusters Score -8.412023e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 32708 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 77616 members 
Mstep: Class 6 contains 10283 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 5002 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 116433 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 97988 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 2995 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 88048 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 6391 members 
Mstep: Class 29 contains 3203 members 
Mstep: Class 30 contains 3599 members 
Mstep: Class 31 contains 43490 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15612 members 
Mstep: Class 34 contains 11863 members 
Mstep: Class 35 contains 18073 members 
Mstep: Class 36 contains 4457 members 
Mstep: Class 37 contains 9470 members 
Mstep: Class 38 contains 28275 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5418 members 
Mstep: Class 41 contains 1715 members 
Mstep: Class 42 contains 4826 members 
Mstep: Class 43 contains 49693 members 
Mstep: Class 44 contains 5450 members 
Mstep: Class 45 contains 1328 members 
Mstep: Class 46 contains 7019 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 55958 members 
Mstep: Class 49 contains 23180 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 1691 members 
Mstep: Class 52 contains 4279 members 
Mstep: Class 53 contains 2070 members 
Mstep: Class 54 contains 2700 members 
Mstep: Class 55 contains 7544 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4024 members 
Mstep: Class 58 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120344.000000 Penalty: 197388.671875
Iteration 92Q: 59 clusters Score -8.412034e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 32700 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 77460 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 7678 members 
Mstep: Class 11 contains 116387 members 
Mstep: Class 12 contains 7531 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 3246 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 98166 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 3966 members 
Mstep: Class 21 contains 2988 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 87790 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 6451 members 
Mstep: Class 29 contains 3213 members 
Mstep: Class 30 contains 3598 members 
Mstep: Class 31 contains 43373 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15625 members 
Mstep: Class 34 contains 11854 members 
Mstep: Class 35 contains 18044 members 
Mstep: Class 36 contains 4505 members 
Mstep: Class 37 contains 9439 members 
Mstep: Class 38 contains 28335 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5414 members 
Mstep: Class 41 contains 1721 members 
Mstep: Class 42 contains 4852 members 
Mstep: Class 43 contains 49758 members 
Mstep: Class 44 contains 5448 members 
Mstep: Class 45 contains 1327 members 
Mstep: Class 46 contains 7172 members 
Mstep: Class 47 contains 10138 members 
Mstep: Class 48 contains 56085 members 
Mstep: Class 49 contains 23144 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 1690 members 
Mstep: Class 52 contains 4291 members 
Mstep: Class 53 contains 2064 members 
Mstep: Class 54 contains 2708 members 
Mstep: Class 55 contains 7576 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4064 members 
Mstep: Class 58 contains 7270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120600.000000 Penalty: 197388.671875
Iteration 93Q: 59 clusters Score -8.41206e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 32692 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 77317 members 
Mstep: Class 6 contains 10336 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 7722 members 
Mstep: Class 11 contains 116345 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 98298 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 4817 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 87561 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 6500 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 3595 members 
Mstep: Class 31 contains 43250 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15634 members 
Mstep: Class 34 contains 11845 members 
Mstep: Class 35 contains 18018 members 
Mstep: Class 36 contains 4562 members 
Mstep: Class 37 contains 9424 members 
Mstep: Class 38 contains 28369 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5416 members 
Mstep: Class 41 contains 1730 members 
Mstep: Class 42 contains 4865 members 
Mstep: Class 43 contains 49813 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 1326 members 
Mstep: Class 46 contains 7327 members 
Mstep: Class 47 contains 10132 members 
Mstep: Class 48 contains 56207 members 
Mstep: Class 49 contains 23112 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 4296 members 
Mstep: Class 53 contains 2060 members 
Mstep: Class 54 contains 2714 members 
Mstep: Class 55 contains 7606 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4099 members 
Mstep: Class 58 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120592.000000 Penalty: 197388.671875
Iteration 94Q: 59 clusters Score -8.412059e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 32680 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 77190 members 
Mstep: Class 6 contains 10379 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4994 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 7761 members 
Mstep: Class 11 contains 116316 members 
Mstep: Class 12 contains 7517 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 98458 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 2983 members 
Mstep: Class 22 contains 4834 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 87326 members 
Mstep: Class 25 contains 3022 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 3225 members 
Mstep: Class 30 contains 3585 members 
Mstep: Class 31 contains 43121 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15641 members 
Mstep: Class 34 contains 11836 members 
Mstep: Class 35 contains 18003 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 9389 members 
Mstep: Class 38 contains 28416 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5416 members 
Mstep: Class 41 contains 1736 members 
Mstep: Class 42 contains 4887 members 
Mstep: Class 43 contains 49872 members 
Mstep: Class 44 contains 5422 members 
Mstep: Class 45 contains 1321 members 
Mstep: Class 46 contains 7495 members 
Mstep: Class 47 contains 10122 members 
Mstep: Class 48 contains 56308 members 
Mstep: Class 49 contains 23083 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 1684 members 
Mstep: Class 52 contains 4287 members 
Mstep: Class 53 contains 2055 members 
Mstep: Class 54 contains 2720 members 
Mstep: Class 55 contains 7624 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4133 members 
Mstep: Class 58 contains 7191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120864.000000 Penalty: 197388.671875
Iteration 95Q: 59 clusters Score -8.412086e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 32676 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 77081 members 
Mstep: Class 6 contains 10407 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4992 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 7799 members 
Mstep: Class 11 contains 116305 members 
Mstep: Class 12 contains 7505 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 3238 members 
Mstep: Class 15 contains 11973 members 
Mstep: Class 16 contains 98589 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 4846 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 87107 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 6585 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 3582 members 
Mstep: Class 31 contains 43018 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15647 members 
Mstep: Class 34 contains 11828 members 
Mstep: Class 35 contains 18006 members 
Mstep: Class 36 contains 4658 members 
Mstep: Class 37 contains 9362 members 
Mstep: Class 38 contains 28463 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5414 members 
Mstep: Class 41 contains 1740 members 
Mstep: Class 42 contains 4905 members 
Mstep: Class 43 contains 49934 members 
Mstep: Class 44 contains 5410 members 
Mstep: Class 45 contains 1315 members 
Mstep: Class 46 contains 7635 members 
Mstep: Class 47 contains 10116 members 
Mstep: Class 48 contains 56377 members 
Mstep: Class 49 contains 23049 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 4300 members 
Mstep: Class 53 contains 2049 members 
Mstep: Class 54 contains 2725 members 
Mstep: Class 55 contains 7642 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4156 members 
Mstep: Class 58 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84120984.000000 Penalty: 197388.671875
Iteration 96Q: 59 clusters Score -8.412098e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 32671 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 76991 members 
Mstep: Class 6 contains 10438 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4991 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 7847 members 
Mstep: Class 11 contains 116279 members 
Mstep: Class 12 contains 7491 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 98684 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 2792 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 2964 members 
Mstep: Class 22 contains 4856 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86927 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 6627 members 
Mstep: Class 29 contains 3234 members 
Mstep: Class 30 contains 3582 members 
Mstep: Class 31 contains 42912 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15656 members 
Mstep: Class 34 contains 11818 members 
Mstep: Class 35 contains 17994 members 
Mstep: Class 36 contains 4699 members 
Mstep: Class 37 contains 9332 members 
Mstep: Class 38 contains 28500 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5413 members 
Mstep: Class 41 contains 1747 members 
Mstep: Class 42 contains 4923 members 
Mstep: Class 43 contains 49981 members 
Mstep: Class 44 contains 5404 members 
Mstep: Class 45 contains 1315 members 
Mstep: Class 46 contains 7757 members 
Mstep: Class 47 contains 10110 members 
Mstep: Class 48 contains 56451 members 
Mstep: Class 49 contains 23025 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 4308 members 
Mstep: Class 53 contains 2039 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 7665 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4177 members 
Mstep: Class 58 contains 7130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121072.000000 Penalty: 197388.671875
Iteration 97Q: 59 clusters Score -8.412107e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 32669 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 76914 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 7890 members 
Mstep: Class 11 contains 116260 members 
Mstep: Class 12 contains 7477 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 11966 members 
Mstep: Class 16 contains 98796 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 2785 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 2957 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86753 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 6661 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 3581 members 
Mstep: Class 31 contains 42807 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15663 members 
Mstep: Class 34 contains 11805 members 
Mstep: Class 35 contains 17992 members 
Mstep: Class 36 contains 4731 members 
Mstep: Class 37 contains 9320 members 
Mstep: Class 38 contains 28534 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5414 members 
Mstep: Class 41 contains 1753 members 
Mstep: Class 42 contains 4948 members 
Mstep: Class 43 contains 50023 members 
Mstep: Class 44 contains 5394 members 
Mstep: Class 45 contains 1312 members 
Mstep: Class 46 contains 7871 members 
Mstep: Class 47 contains 10109 members 
Mstep: Class 48 contains 56513 members 
Mstep: Class 49 contains 22995 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 4321 members 
Mstep: Class 53 contains 2029 members 
Mstep: Class 54 contains 2733 members 
Mstep: Class 55 contains 7684 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4191 members 
Mstep: Class 58 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121272.000000 Penalty: 197388.671875
Iteration 98Q: 59 clusters Score -8.412127e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 32663 members 
Mstep: Class 3 contains 4724 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 76836 members 
Mstep: Class 6 contains 10504 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4988 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 116248 members 
Mstep: Class 12 contains 7457 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 11961 members 
Mstep: Class 16 contains 98876 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 2785 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 2957 members 
Mstep: Class 22 contains 4883 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86620 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 6691 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 3581 members 
Mstep: Class 31 contains 42701 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15673 members 
Mstep: Class 34 contains 11793 members 
Mstep: Class 35 contains 17971 members 
Mstep: Class 36 contains 4759 members 
Mstep: Class 37 contains 9303 members 
Mstep: Class 38 contains 28574 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5413 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 4967 members 
Mstep: Class 43 contains 50052 members 
Mstep: Class 44 contains 5383 members 
Mstep: Class 45 contains 1311 members 
Mstep: Class 46 contains 7991 members 
Mstep: Class 47 contains 10115 members 
Mstep: Class 48 contains 56564 members 
Mstep: Class 49 contains 22967 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 1684 members 
Mstep: Class 52 contains 4335 members 
Mstep: Class 53 contains 2024 members 
Mstep: Class 54 contains 2736 members 
Mstep: Class 55 contains 7695 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4212 members 
Mstep: Class 58 contains 7083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121704.000000 Penalty: 197388.671875
Iteration 99Q: 59 clusters Score -8.41217e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 32662 members 
Mstep: Class 3 contains 4751 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 76764 members 
Mstep: Class 6 contains 10536 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 8007 members 
Mstep: Class 11 contains 116222 members 
Mstep: Class 12 contains 7441 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 11957 members 
Mstep: Class 16 contains 98954 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 2781 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 2958 members 
Mstep: Class 22 contains 4902 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86501 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3711 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 3235 members 
Mstep: Class 30 contains 3579 members 
Mstep: Class 31 contains 42567 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15687 members 
Mstep: Class 34 contains 11774 members 
Mstep: Class 35 contains 17966 members 
Mstep: Class 36 contains 4788 members 
Mstep: Class 37 contains 9270 members 
Mstep: Class 38 contains 28615 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5411 members 
Mstep: Class 41 contains 1763 members 
Mstep: Class 42 contains 4982 members 
Mstep: Class 43 contains 50073 members 
Mstep: Class 44 contains 5383 members 
Mstep: Class 45 contains 1312 members 
Mstep: Class 46 contains 8100 members 
Mstep: Class 47 contains 10116 members 
Mstep: Class 48 contains 56600 members 
Mstep: Class 49 contains 22934 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 1684 members 
Mstep: Class 52 contains 4337 members 
Mstep: Class 53 contains 2023 members 
Mstep: Class 54 contains 2737 members 
Mstep: Class 55 contains 7723 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4231 members 
Mstep: Class 58 contains 7057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84121896.000000 Penalty: 197388.671875
Iteration 100F: 59 clusters Score -8.41219e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 32657 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 76714 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 116215 members 
Mstep: Class 12 contains 7435 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 99021 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1110 members 
Mstep: Class 19 contains 2781 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86402 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 3234 members 
Mstep: Class 30 contains 3576 members 
Mstep: Class 31 contains 42409 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15694 members 
Mstep: Class 34 contains 11752 members 
Mstep: Class 35 contains 17949 members 
Mstep: Class 36 contains 4822 members 
Mstep: Class 37 contains 9250 members 
Mstep: Class 38 contains 28645 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5000 members 
Mstep: Class 43 contains 50084 members 
Mstep: Class 44 contains 5376 members 
Mstep: Class 45 contains 1313 members 
Mstep: Class 46 contains 8202 members 
Mstep: Class 47 contains 10117 members 
Mstep: Class 48 contains 56635 members 
Mstep: Class 49 contains 22919 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 1682 members 
Mstep: Class 52 contains 4347 members 
Mstep: Class 53 contains 2022 members 
Mstep: Class 54 contains 2739 members 
Mstep: Class 55 contains 7761 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4276 members 
Mstep: Class 58 contains 7039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122256.000000 Penalty: 197388.671875
Iteration 101Q: 59 clusters Score -8.412226e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 32652 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 76675 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4979 members 
Mstep: Class 9 contains 5327 members 
Mstep: Class 10 contains 8125 members 
Mstep: Class 11 contains 116194 members 
Mstep: Class 12 contains 7433 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 11953 members 
Mstep: Class 16 contains 99056 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 4924 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86306 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6746 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 3577 members 
Mstep: Class 31 contains 42246 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15705 members 
Mstep: Class 34 contains 11734 members 
Mstep: Class 35 contains 17947 members 
Mstep: Class 36 contains 4851 members 
Mstep: Class 37 contains 9231 members 
Mstep: Class 38 contains 28683 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 5023 members 
Mstep: Class 43 contains 50109 members 
Mstep: Class 44 contains 5371 members 
Mstep: Class 45 contains 1305 members 
Mstep: Class 46 contains 8280 members 
Mstep: Class 47 contains 10114 members 
Mstep: Class 48 contains 56662 members 
Mstep: Class 49 contains 22900 members 
Mstep: Class 50 contains 1739 members 
Mstep: Class 51 contains 1683 members 
Mstep: Class 52 contains 4364 members 
Mstep: Class 53 contains 2020 members 
Mstep: Class 54 contains 2738 members 
Mstep: Class 55 contains 7787 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4322 members 
Mstep: Class 58 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122488.000000 Penalty: 197388.671875
Iteration 102Q: 59 clusters Score -8.412249e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 32643 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 76636 members 
Mstep: Class 6 contains 10586 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 8182 members 
Mstep: Class 11 contains 116178 members 
Mstep: Class 12 contains 7424 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 99088 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 4933 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86228 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 6776 members 
Mstep: Class 29 contains 3231 members 
Mstep: Class 30 contains 3577 members 
Mstep: Class 31 contains 42099 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15712 members 
Mstep: Class 34 contains 11706 members 
Mstep: Class 35 contains 17930 members 
Mstep: Class 36 contains 4882 members 
Mstep: Class 37 contains 9208 members 
Mstep: Class 38 contains 28714 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5411 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 5061 members 
Mstep: Class 43 contains 50128 members 
Mstep: Class 44 contains 5369 members 
Mstep: Class 45 contains 1294 members 
Mstep: Class 46 contains 8345 members 
Mstep: Class 47 contains 10111 members 
Mstep: Class 48 contains 56683 members 
Mstep: Class 49 contains 22884 members 
Mstep: Class 50 contains 1741 members 
Mstep: Class 51 contains 1680 members 
Mstep: Class 52 contains 4381 members 
Mstep: Class 53 contains 2014 members 
Mstep: Class 54 contains 2735 members 
Mstep: Class 55 contains 7818 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4347 members 
Mstep: Class 58 contains 6996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122624.000000 Penalty: 197388.671875
Iteration 103Q: 59 clusters Score -8.412262e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 32632 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 76609 members 
Mstep: Class 6 contains 10614 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 5316 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 116161 members 
Mstep: Class 12 contains 7417 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 11953 members 
Mstep: Class 16 contains 99121 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 2771 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86158 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6790 members 
Mstep: Class 29 contains 3240 members 
Mstep: Class 30 contains 3576 members 
Mstep: Class 31 contains 41958 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15717 members 
Mstep: Class 34 contains 11680 members 
Mstep: Class 35 contains 17903 members 
Mstep: Class 36 contains 4906 members 
Mstep: Class 37 contains 9185 members 
Mstep: Class 38 contains 28753 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5411 members 
Mstep: Class 41 contains 1861 members 
Mstep: Class 42 contains 5101 members 
Mstep: Class 43 contains 50136 members 
Mstep: Class 44 contains 5365 members 
Mstep: Class 45 contains 1283 members 
Mstep: Class 46 contains 8400 members 
Mstep: Class 47 contains 10112 members 
Mstep: Class 48 contains 56699 members 
Mstep: Class 49 contains 22874 members 
Mstep: Class 50 contains 1744 members 
Mstep: Class 51 contains 1679 members 
Mstep: Class 52 contains 4404 members 
Mstep: Class 53 contains 2008 members 
Mstep: Class 54 contains 2731 members 
Mstep: Class 55 contains 7846 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4372 members 
Mstep: Class 58 contains 6964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84122720.000000 Penalty: 197388.671875
Iteration 104Q: 59 clusters Score -8.412272e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 32626 members 
Mstep: Class 3 contains 4867 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 76575 members 
Mstep: Class 6 contains 10646 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4973 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 116152 members 
Mstep: Class 12 contains 7405 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 11955 members 
Mstep: Class 16 contains 99156 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 1126 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 2957 members 
Mstep: Class 22 contains 4967 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86081 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6791 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 3575 members 
Mstep: Class 31 contains 41832 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15723 members 
Mstep: Class 34 contains 11652 members 
Mstep: Class 35 contains 17909 members 
Mstep: Class 36 contains 4923 members 
Mstep: Class 37 contains 9144 members 
Mstep: Class 38 contains 28790 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1876 members 
Mstep: Class 42 contains 5139 members 
Mstep: Class 43 contains 50146 members 
Mstep: Class 44 contains 5361 members 
Mstep: Class 45 contains 1276 members 
Mstep: Class 46 contains 8465 members 
Mstep: Class 47 contains 10105 members 
Mstep: Class 48 contains 56704 members 
Mstep: Class 49 contains 22860 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1676 members 
Mstep: Class 52 contains 4428 members 
Mstep: Class 53 contains 1999 members 
Mstep: Class 54 contains 2736 members 
Mstep: Class 55 contains 7881 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4385 members 
Mstep: Class 58 contains 6927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123216.000000 Penalty: 197388.671875
Iteration 105Q: 59 clusters Score -8.412322e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 32622 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 76536 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 5316 members 
Mstep: Class 10 contains 8352 members 
Mstep: Class 11 contains 116138 members 
Mstep: Class 12 contains 7391 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 11956 members 
Mstep: Class 16 contains 99175 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1127 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 4981 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 86029 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 3574 members 
Mstep: Class 31 contains 41704 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15733 members 
Mstep: Class 34 contains 11627 members 
Mstep: Class 35 contains 17899 members 
Mstep: Class 36 contains 4936 members 
Mstep: Class 37 contains 9119 members 
Mstep: Class 38 contains 28817 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5408 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 5179 members 
Mstep: Class 43 contains 50159 members 
Mstep: Class 44 contains 5362 members 
Mstep: Class 45 contains 1273 members 
Mstep: Class 46 contains 8511 members 
Mstep: Class 47 contains 10099 members 
Mstep: Class 48 contains 56704 members 
Mstep: Class 49 contains 22854 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1676 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 1993 members 
Mstep: Class 54 contains 2741 members 
Mstep: Class 55 contains 7929 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4386 members 
Mstep: Class 58 contains 6897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123120.000000 Penalty: 197388.671875
Iteration 106Q: 59 clusters Score -8.412312e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 32611 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76506 members 
Mstep: Class 6 contains 10681 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 116132 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 11954 members 
Mstep: Class 16 contains 99211 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85959 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6838 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 3569 members 
Mstep: Class 31 contains 41597 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15748 members 
Mstep: Class 34 contains 11581 members 
Mstep: Class 35 contains 17853 members 
Mstep: Class 36 contains 4961 members 
Mstep: Class 37 contains 9097 members 
Mstep: Class 38 contains 28849 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5409 members 
Mstep: Class 41 contains 1927 members 
Mstep: Class 42 contains 5217 members 
Mstep: Class 43 contains 50161 members 
Mstep: Class 44 contains 5363 members 
Mstep: Class 45 contains 1272 members 
Mstep: Class 46 contains 8562 members 
Mstep: Class 47 contains 10091 members 
Mstep: Class 48 contains 56701 members 
Mstep: Class 49 contains 22845 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1676 members 
Mstep: Class 52 contains 4485 members 
Mstep: Class 53 contains 1981 members 
Mstep: Class 54 contains 2743 members 
Mstep: Class 55 contains 7976 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4404 members 
Mstep: Class 58 contains 6869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123600.000000 Penalty: 197388.671875
Iteration 107Q: 59 clusters Score -8.41236e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 32600 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76472 members 
Mstep: Class 6 contains 10694 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 8518 members 
Mstep: Class 11 contains 116111 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 3231 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 11948 members 
Mstep: Class 16 contains 99265 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 2751 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 2965 members 
Mstep: Class 22 contains 5029 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85889 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6848 members 
Mstep: Class 29 contains 3248 members 
Mstep: Class 30 contains 3568 members 
Mstep: Class 31 contains 41487 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15753 members 
Mstep: Class 34 contains 11509 members 
Mstep: Class 35 contains 17816 members 
Mstep: Class 36 contains 4989 members 
Mstep: Class 37 contains 9055 members 
Mstep: Class 38 contains 28879 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1947 members 
Mstep: Class 42 contains 5258 members 
Mstep: Class 43 contains 50164 members 
Mstep: Class 44 contains 5364 members 
Mstep: Class 45 contains 1277 members 
Mstep: Class 46 contains 8613 members 
Mstep: Class 47 contains 10087 members 
Mstep: Class 48 contains 56713 members 
Mstep: Class 49 contains 22834 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1675 members 
Mstep: Class 52 contains 4500 members 
Mstep: Class 53 contains 1972 members 
Mstep: Class 54 contains 2743 members 
Mstep: Class 55 contains 8034 members 
Mstep: Class 56 contains 465 members 
Mstep: Class 57 contains 4415 members 
Mstep: Class 58 contains 6847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84123728.000000 Penalty: 197388.671875
Iteration 108Q: 59 clusters Score -8.412373e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 32589 members 
Mstep: Class 3 contains 4947 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76437 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4958 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 116099 members 
Mstep: Class 12 contains 7358 members 
Mstep: Class 13 contains 3239 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 11940 members 
Mstep: Class 16 contains 99306 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 2961 members 
Mstep: Class 22 contains 5053 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85818 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6857 members 
Mstep: Class 29 contains 3242 members 
Mstep: Class 30 contains 3567 members 
Mstep: Class 31 contains 41383 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15759 members 
Mstep: Class 34 contains 11449 members 
Mstep: Class 35 contains 17804 members 
Mstep: Class 36 contains 5015 members 
Mstep: Class 37 contains 9007 members 
Mstep: Class 38 contains 28897 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1962 members 
Mstep: Class 42 contains 5290 members 
Mstep: Class 43 contains 50165 members 
Mstep: Class 44 contains 5362 members 
Mstep: Class 45 contains 1275 members 
Mstep: Class 46 contains 8659 members 
Mstep: Class 47 contains 10088 members 
Mstep: Class 48 contains 56714 members 
Mstep: Class 49 contains 22830 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1675 members 
Mstep: Class 52 contains 4528 members 
Mstep: Class 53 contains 1967 members 
Mstep: Class 54 contains 2744 members 
Mstep: Class 55 contains 8080 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4436 members 
Mstep: Class 58 contains 6819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124040.000000 Penalty: 197388.671875
Iteration 109Q: 59 clusters Score -8.412404e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 32586 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76401 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 8749 members 
Mstep: Class 11 contains 116077 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 99330 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1137 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 2958 members 
Mstep: Class 22 contains 5074 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85764 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6877 members 
Mstep: Class 29 contains 3242 members 
Mstep: Class 30 contains 3565 members 
Mstep: Class 31 contains 41289 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15762 members 
Mstep: Class 34 contains 11391 members 
Mstep: Class 35 contains 17788 members 
Mstep: Class 36 contains 5044 members 
Mstep: Class 37 contains 8968 members 
Mstep: Class 38 contains 28925 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 5327 members 
Mstep: Class 43 contains 50167 members 
Mstep: Class 44 contains 5362 members 
Mstep: Class 45 contains 1272 members 
Mstep: Class 46 contains 8716 members 
Mstep: Class 47 contains 10082 members 
Mstep: Class 48 contains 56725 members 
Mstep: Class 49 contains 22822 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1675 members 
Mstep: Class 52 contains 4538 members 
Mstep: Class 53 contains 1960 members 
Mstep: Class 54 contains 2744 members 
Mstep: Class 55 contains 8132 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4448 members 
Mstep: Class 58 contains 6795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124128.000000 Penalty: 197388.671875
Iteration 110Q: 59 clusters Score -8.412413e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 32580 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76370 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 8828 members 
Mstep: Class 11 contains 116056 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 11920 members 
Mstep: Class 16 contains 99377 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85711 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6905 members 
Mstep: Class 29 contains 3256 members 
Mstep: Class 30 contains 3563 members 
Mstep: Class 31 contains 41182 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15766 members 
Mstep: Class 34 contains 11329 members 
Mstep: Class 35 contains 17772 members 
Mstep: Class 36 contains 5069 members 
Mstep: Class 37 contains 8935 members 
Mstep: Class 38 contains 28943 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 5367 members 
Mstep: Class 43 contains 50159 members 
Mstep: Class 44 contains 5361 members 
Mstep: Class 45 contains 1265 members 
Mstep: Class 46 contains 8783 members 
Mstep: Class 47 contains 10077 members 
Mstep: Class 48 contains 56727 members 
Mstep: Class 49 contains 22814 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1675 members 
Mstep: Class 52 contains 4547 members 
Mstep: Class 53 contains 1952 members 
Mstep: Class 54 contains 2745 members 
Mstep: Class 55 contains 8185 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4450 members 
Mstep: Class 58 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124040.000000 Penalty: 197388.671875
Iteration 111Q: 59 clusters Score -8.412404e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 32575 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76335 members 
Mstep: Class 6 contains 10771 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 8911 members 
Mstep: Class 11 contains 116041 members 
Mstep: Class 12 contains 7326 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 99432 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 2713 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85646 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6922 members 
Mstep: Class 29 contains 3263 members 
Mstep: Class 30 contains 3561 members 
Mstep: Class 31 contains 41056 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15769 members 
Mstep: Class 34 contains 11274 members 
Mstep: Class 35 contains 17749 members 
Mstep: Class 36 contains 5089 members 
Mstep: Class 37 contains 8912 members 
Mstep: Class 38 contains 28967 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5410 members 
Mstep: Class 41 contains 1999 members 
Mstep: Class 42 contains 5406 members 
Mstep: Class 43 contains 50161 members 
Mstep: Class 44 contains 5359 members 
Mstep: Class 45 contains 1261 members 
Mstep: Class 46 contains 8838 members 
Mstep: Class 47 contains 10070 members 
Mstep: Class 48 contains 56736 members 
Mstep: Class 49 contains 22810 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1673 members 
Mstep: Class 52 contains 4564 members 
Mstep: Class 53 contains 1947 members 
Mstep: Class 54 contains 2745 members 
Mstep: Class 55 contains 8236 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4452 members 
Mstep: Class 58 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124008.000000 Penalty: 197388.671875
Iteration 112Q: 59 clusters Score -8.412401e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 32564 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76299 members 
Mstep: Class 6 contains 10794 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4944 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 8976 members 
Mstep: Class 11 contains 116036 members 
Mstep: Class 12 contains 7319 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 16 contains 99460 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 1140 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85597 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 6950 members 
Mstep: Class 29 contains 3266 members 
Mstep: Class 30 contains 3558 members 
Mstep: Class 31 contains 40938 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15770 members 
Mstep: Class 34 contains 11226 members 
Mstep: Class 35 contains 17748 members 
Mstep: Class 36 contains 5105 members 
Mstep: Class 37 contains 8892 members 
Mstep: Class 38 contains 28978 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5409 members 
Mstep: Class 41 contains 2004 members 
Mstep: Class 42 contains 5447 members 
Mstep: Class 43 contains 50161 members 
Mstep: Class 44 contains 5359 members 
Mstep: Class 45 contains 1257 members 
Mstep: Class 46 contains 8897 members 
Mstep: Class 47 contains 10065 members 
Mstep: Class 48 contains 56744 members 
Mstep: Class 49 contains 22806 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1671 members 
Mstep: Class 52 contains 4578 members 
Mstep: Class 53 contains 1944 members 
Mstep: Class 54 contains 2746 members 
Mstep: Class 55 contains 8294 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4455 members 
Mstep: Class 58 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124376.000000 Penalty: 197388.671875
Iteration 113Q: 59 clusters Score -8.412438e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 32559 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76270 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 9042 members 
Mstep: Class 11 contains 116029 members 
Mstep: Class 12 contains 7306 members 
Mstep: Class 13 contains 3268 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 99501 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 5121 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85553 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6962 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 3558 members 
Mstep: Class 31 contains 40816 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15772 members 
Mstep: Class 34 contains 11182 members 
Mstep: Class 35 contains 17740 members 
Mstep: Class 36 contains 5118 members 
Mstep: Class 37 contains 8880 members 
Mstep: Class 38 contains 29002 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5409 members 
Mstep: Class 41 contains 2014 members 
Mstep: Class 42 contains 5491 members 
Mstep: Class 43 contains 50159 members 
Mstep: Class 44 contains 5359 members 
Mstep: Class 45 contains 1255 members 
Mstep: Class 46 contains 8946 members 
Mstep: Class 47 contains 10059 members 
Mstep: Class 48 contains 56740 members 
Mstep: Class 49 contains 22805 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1670 members 
Mstep: Class 52 contains 4590 members 
Mstep: Class 53 contains 1940 members 
Mstep: Class 54 contains 2747 members 
Mstep: Class 55 contains 8351 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4462 members 
Mstep: Class 58 contains 6721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124104.000000 Penalty: 197388.671875
Iteration 114Q: 59 clusters Score -8.41241e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 32553 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76242 members 
Mstep: Class 6 contains 10814 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 116029 members 
Mstep: Class 12 contains 7295 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 99522 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85510 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6954 members 
Mstep: Class 29 contains 3269 members 
Mstep: Class 30 contains 3558 members 
Mstep: Class 31 contains 40696 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15774 members 
Mstep: Class 34 contains 11150 members 
Mstep: Class 35 contains 17756 members 
Mstep: Class 36 contains 5132 members 
Mstep: Class 37 contains 8847 members 
Mstep: Class 38 contains 29022 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5405 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 5541 members 
Mstep: Class 43 contains 50155 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1253 members 
Mstep: Class 46 contains 9001 members 
Mstep: Class 47 contains 10054 members 
Mstep: Class 48 contains 56741 members 
Mstep: Class 49 contains 22801 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1669 members 
Mstep: Class 52 contains 4598 members 
Mstep: Class 53 contains 1938 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 8413 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4461 members 
Mstep: Class 58 contains 6707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124432.000000 Penalty: 197388.671875
Iteration 115Q: 59 clusters Score -8.412443e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 32545 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76210 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4933 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 116023 members 
Mstep: Class 12 contains 7288 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 99551 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85459 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 6942 members 
Mstep: Class 29 contains 3280 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 40571 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11125 members 
Mstep: Class 35 contains 17754 members 
Mstep: Class 36 contains 5138 members 
Mstep: Class 37 contains 8834 members 
Mstep: Class 38 contains 29034 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2049 members 
Mstep: Class 42 contains 5582 members 
Mstep: Class 43 contains 50158 members 
Mstep: Class 44 contains 5357 members 
Mstep: Class 45 contains 1251 members 
Mstep: Class 46 contains 9039 members 
Mstep: Class 47 contains 10048 members 
Mstep: Class 48 contains 56750 members 
Mstep: Class 49 contains 22797 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1669 members 
Mstep: Class 52 contains 4605 members 
Mstep: Class 53 contains 1929 members 
Mstep: Class 54 contains 2753 members 
Mstep: Class 55 contains 8481 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4473 members 
Mstep: Class 58 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124632.000000 Penalty: 197388.671875
Iteration 116Q: 59 clusters Score -8.412463e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 32542 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76192 members 
Mstep: Class 6 contains 10822 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 116015 members 
Mstep: Class 12 contains 7287 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 99559 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 3924 members 
Mstep: Class 21 contains 2945 members 
Mstep: Class 22 contains 5149 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85425 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 3282 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40427 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15776 members 
Mstep: Class 34 contains 11098 members 
Mstep: Class 35 contains 17768 members 
Mstep: Class 36 contains 5149 members 
Mstep: Class 37 contains 8817 members 
Mstep: Class 38 contains 29036 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5408 members 
Mstep: Class 41 contains 2062 members 
Mstep: Class 42 contains 5612 members 
Mstep: Class 43 contains 50157 members 
Mstep: Class 44 contains 5357 members 
Mstep: Class 45 contains 1251 members 
Mstep: Class 46 contains 9078 members 
Mstep: Class 47 contains 10042 members 
Mstep: Class 48 contains 56752 members 
Mstep: Class 49 contains 22792 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1667 members 
Mstep: Class 52 contains 4612 members 
Mstep: Class 53 contains 1927 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8569 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4479 members 
Mstep: Class 58 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124864.000000 Penalty: 197388.671875
Iteration 117Q: 59 clusters Score -8.412486e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76171 members 
Mstep: Class 6 contains 10831 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4929 members 
Mstep: Class 9 contains 5299 members 
Mstep: Class 10 contains 9264 members 
Mstep: Class 11 contains 116005 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3108 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 99582 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1163 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85382 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6962 members 
Mstep: Class 29 contains 3286 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40286 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15775 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 17784 members 
Mstep: Class 36 contains 5155 members 
Mstep: Class 37 contains 8795 members 
Mstep: Class 38 contains 29046 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2073 members 
Mstep: Class 42 contains 5644 members 
Mstep: Class 43 contains 50157 members 
Mstep: Class 44 contains 5357 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9133 members 
Mstep: Class 47 contains 10038 members 
Mstep: Class 48 contains 56753 members 
Mstep: Class 49 contains 22785 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1665 members 
Mstep: Class 52 contains 4622 members 
Mstep: Class 53 contains 1925 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8671 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4479 members 
Mstep: Class 58 contains 6682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84124928.000000 Penalty: 197388.671875
Iteration 118Q: 59 clusters Score -8.412493e+07 nChanged 819
Entering ConstructFrom: 
Score: -84124928.000000 Penalty: 197388.671875
Entering ConstructFrom: 
Trying to split cluster 1 (43411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Entering Unmasked Estep 
Score: -4225211.000000 Penalty: 2648.260010
	Iteration 0F: 2 clusters Score -4225211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4195895.000000 Penalty: 5296.520020
	Iteration 0F: 3 clusters Score -4195895 nChanged 19900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4207240.000000 Penalty: 5296.520020
	Iteration 1F: 3 clusters Score -4207240 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4208319.000000 Penalty: 5296.520020
	Iteration 2F: 3 clusters Score -4208319 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4209777.000000 Penalty: 5296.520020
	Iteration 3F: 3 clusters Score -4209777 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4211717.000000 Penalty: 5296.520020
	Iteration 4F: 3 clusters Score -4211717 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4213924.000000 Penalty: 5296.520020
	Iteration 5F: 3 clusters Score -4213924 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4216012.500000 Penalty: 5296.520020
	Iteration 6F: 3 clusters Score -4216012 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4217764.000000 Penalty: 5296.520020
	Iteration 7F: 3 clusters Score -4217764 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4219232.000000 Penalty: 5296.520020
	Iteration 8Q: 3 clusters Score -4219232 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -4220529.500000 Penalty: 5296.520020
	Iteration 9Q: 3 clusters Score -4220530 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4221507.500000 Penalty: 5296.520020
	Iteration 10Q: 3 clusters Score -4221508 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4222398.500000 Penalty: 5296.520020
	Iteration 11Q: 3 clusters Score -4222398 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4223177.000000 Penalty: 5296.520020
	Iteration 12Q: 3 clusters Score -4223177 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4223763.000000 Penalty: 5296.520020
	Iteration 13Q: 3 clusters Score -4223763 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4224173.500000 Penalty: 5296.520020
	Iteration 14Q: 3 clusters Score -4224174 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4224452.500000 Penalty: 5296.520020
	Iteration 15Q: 3 clusters Score -4224452 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4224677.000000 Penalty: 5296.520020
	Iteration 16Q: 3 clusters Score -4224677 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4224851.500000 Penalty: 5296.520020
	Iteration 17Q: 3 clusters Score -4224852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4225015.500000 Penalty: 5296.520020
	Iteration 18Q: 3 clusters Score -4225016 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4225168.000000 Penalty: 5296.520020
	Iteration 19Q: 3 clusters Score -4225168 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4225269.500000 Penalty: 5296.520020
	Iteration 20F: 3 clusters Score -4225270 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4225332.500000 Penalty: 5296.520020
	Iteration 21Q: 3 clusters Score -4225332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4225391.000000 Penalty: 5296.520020
	Iteration 22Q: 3 clusters Score -4225391 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4225466.500000 Penalty: 5296.520020
	Iteration 23Q: 3 clusters Score -4225466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4225485.500000 Penalty: 5296.520020
	Iteration 24Q: 3 clusters Score -4225486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4225506.000000 Penalty: 5296.520020
	Iteration 25Q: 3 clusters Score -4225506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4225526.000000 Penalty: 5296.520020
	Iteration 26Q: 3 clusters Score -4225526 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4225547.500000 Penalty: 5296.520020
	Iteration 27Q: 3 clusters Score -4225548 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4225561.000000 Penalty: 5296.520020
	Iteration 28Q: 3 clusters Score -4225561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4225579.500000 Penalty: 5296.520020
	Iteration 29Q: 3 clusters Score -4225580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4225587.500000 Penalty: 5296.520020
	Iteration 30Q: 3 clusters Score -4225588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4225591.500000 Penalty: 5296.520020
	Iteration 31Q: 3 clusters Score -4225592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4225605.000000 Penalty: 5296.520020
	Iteration 32Q: 3 clusters Score -4225605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4225607.500000 Penalty: 5296.520020
	Iteration 33Q: 3 clusters Score -4225608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4225616.500000 Penalty: 5296.520020
	Iteration 34Q: 3 clusters Score -4225616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4225630.500000 Penalty: 5296.520020
	Iteration 35Q: 3 clusters Score -4225630 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4225637.000000 Penalty: 5296.520020
	Iteration 36Q: 3 clusters Score -4225637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4225644.500000 Penalty: 5296.520020
	Iteration 37Q: 3 clusters Score -4225644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4225645.000000 Penalty: 5296.520020
	Iteration 38Q: 3 clusters Score -4225645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4225654.500000 Penalty: 5296.520020
	Iteration 39Q: 3 clusters Score -4225654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4225671.500000 Penalty: 5296.520020
	Iteration 40F: 3 clusters Score -4225672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4225672.000000 Penalty: 5296.520020
	Iteration 41Q: 3 clusters Score -4225672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4225674.500000 Penalty: 5296.520020
	Iteration 42Q: 3 clusters Score -4225674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4225677.000000 Penalty: 5296.520020
	Iteration 43Q: 3 clusters Score -4225677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4225685.500000 Penalty: 5296.520020
	Iteration 44Q: 3 clusters Score -4225686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4225692.000000 Penalty: 5296.520020
	Iteration 45Q: 3 clusters Score -4225692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4225697.500000 Penalty: 5296.520020
	Iteration 46Q: 3 clusters Score -4225698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4225703.500000 Penalty: 5296.520020
	Iteration 47Q: 3 clusters Score -4225704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4225698.500000 Penalty: 5296.520020
	Iteration 48Q: 3 clusters Score -4225698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4225719.500000 Penalty: 5296.520020
	Iteration 49Q: 3 clusters Score -4225720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4225718.500000 Penalty: 5296.520020
	Iteration 50Q: 3 clusters Score -4225718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4225736.500000 Penalty: 5296.520020
	Iteration 51Q: 3 clusters Score -4225736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4225739.500000 Penalty: 5296.520020
	Iteration 52Q: 3 clusters Score -4225740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4225733.500000 Penalty: 5296.520020
	Iteration 53Q: 3 clusters Score -4225734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4225727.500000 Penalty: 5296.520020
	Iteration 54Q: 3 clusters Score -4225728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4225739.000000 Penalty: 5296.520020
	Iteration 55Q: 3 clusters Score -4225739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4225739.000000 Penalty: 5296.520020
	Iteration 56Q: 3 clusters Score -4225739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4225750.000000 Penalty: 5296.520020
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4225745 nChanged 35
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Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4225754 nChanged 34
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Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 30689 members 
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	Iteration 60F: 3 clusters Score -4225751 nChanged 26
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Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4225754 nChanged 27
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Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4225752 nChanged 32
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Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4225761 nChanged 18
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Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4225754 nChanged 24
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Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4225750 nChanged 20
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Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4225744 nChanged 24
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Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 30522 members 
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	Iteration 67Q: 3 clusters Score -4225749 nChanged 26
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Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4225742 nChanged 25
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	Iteration 69Q: 3 clusters Score -4225748 nChanged 22
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Mstep: Class 2 contains 30449 members 
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	Iteration 70Q: 3 clusters Score -4225756 nChanged 30
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Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 30419 members 
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	Iteration 71Q: 3 clusters Score -4225743 nChanged 29
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Mstep: Class 2 contains 30390 members 
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	Iteration 72Q: 3 clusters Score -4225752 nChanged 31
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Mstep: Class 2 contains 30359 members 
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	Iteration 73Q: 3 clusters Score -4225750 nChanged 25
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Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4225762 nChanged 21
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Mstep: Class 1 contains 13098 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4225760 nChanged 17
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Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4225764 nChanged 15
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Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4225768 nChanged 19
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Mstep: Class 2 contains 30266 members 
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	Iteration 78Q: 3 clusters Score -4225772 nChanged 21
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Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4225766 nChanged 26
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	Iteration 80F: 3 clusters Score -4225772 nChanged 32
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Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 30187 members 
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	Iteration 81Q: 3 clusters Score -4225776 nChanged 44
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Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 30143 members 
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	Iteration 82Q: 3 clusters Score -4225763 nChanged 44
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	Iteration 83Q: 3 clusters Score -4225764 nChanged 36
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Mstep: Class 2 contains 30065 members 
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	Iteration 84Q: 3 clusters Score -4225763 nChanged 30
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	Iteration 85Q: 3 clusters Score -4225769 nChanged 27
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	Iteration 86Q: 3 clusters Score -4225774 nChanged 24
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Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 29984 members 
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	Iteration 87Q: 3 clusters Score -4225773 nChanged 27
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 29932 members 
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	Iteration 89Q: 3 clusters Score -4225773 nChanged 13
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Mstep: Class 2 contains 29919 members 
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	Iteration 91Q: 3 clusters Score -4225770 nChanged 22
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	Iteration 92Q: 3 clusters Score -4225768 nChanged 15
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	Iteration 93Q: 3 clusters Score -4225771 nChanged 15
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	Iteration 94Q: 3 clusters Score -4225768 nChanged 11
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Mstep: Class 2 contains 29840 members 
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	Iteration 95Q: 3 clusters Score -4225770 nChanged 14
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Mstep: Class 1 contains 13585 members 
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	Iteration 96Q: 3 clusters Score -4225774 nChanged 15
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Mstep: Class 2 contains 29811 members 
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	Iteration 97Q: 3 clusters Score -4225772 nChanged 9
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Mstep: Class 1 contains 13609 members 
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Mstep: Class 1 contains 13620 members 
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Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 29777 members 
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	Iteration 100F: 3 clusters Score -4225786 nChanged 15
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Mstep: Class 1 contains 13649 members 
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	Iteration 101Q: 3 clusters Score -4225786 nChanged 9
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Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 29753 members 
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	Iteration 102Q: 3 clusters Score -4225788 nChanged 7
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Mstep: Class 1 contains 13665 members 
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	Iteration 103Q: 3 clusters Score -4225794 nChanged 5
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	Iteration 104Q: 3 clusters Score -4225794 nChanged 6
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	Iteration 105Q: 3 clusters Score -4225794 nChanged 11
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	Iteration 106Q: 3 clusters Score -4225792 nChanged 10
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	Iteration 107Q: 3 clusters Score -4225789 nChanged 7
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Mstep: Class 1 contains 13704 members 
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	Iteration 108Q: 3 clusters Score -4225794 nChanged 7
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Mstep: Class 1 contains 13711 members 
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	Iteration 109Q: 3 clusters Score -4225792 nChanged 7
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Mstep: Class 1 contains 13718 members 
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	Iteration 110Q: 3 clusters Score -4225794 nChanged 4
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	Iteration 111Q: 3 clusters Score -4225795 nChanged 3
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	Iteration 112Q: 3 clusters Score -4225793 nChanged 6
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	Iteration 113Q: 3 clusters Score -4225793 nChanged 3
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Mstep: Class 1 contains 13734 members 
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	Iteration 114Q: 3 clusters Score -4225792 nChanged 3
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	Iteration 115Q: 3 clusters Score -4225792 nChanged 3
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	Iteration 116Q: 3 clusters Score -4225791 nChanged 6
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	Iteration 117Q: 3 clusters Score -4225794 nChanged 6
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	Iteration 118Q: 3 clusters Score -4225788 nChanged 4
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	Iteration 119Q: 3 clusters Score -4225794 nChanged 6
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	Iteration 120F: 3 clusters Score -4225794 nChanged 10
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Mstep: Class 1 contains 13772 members 
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	Iteration 121Q: 3 clusters Score -4225802 nChanged 13
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Mstep: Class 2 contains 29626 members 
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	Iteration 122Q: 3 clusters Score -4225798 nChanged 9
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Mstep: Class 1 contains 13794 members 
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	Iteration 123Q: 3 clusters Score -4225798 nChanged 13
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	Iteration 124Q: 3 clusters Score -4225806 nChanged 16
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	Iteration 125Q: 3 clusters Score -4225802 nChanged 12
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	Iteration 126Q: 3 clusters Score -4225796 nChanged 11
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	Iteration 127Q: 3 clusters Score -4225796 nChanged 7
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	Iteration 128Q: 3 clusters Score -4225800 nChanged 12
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	Iteration 129Q: 3 clusters Score -4225802 nChanged 18
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	Iteration 130Q: 3 clusters Score -4225794 nChanged 20
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	Iteration 131Q: 3 clusters Score -4225801 nChanged 15
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	Iteration 132Q: 3 clusters Score -4225802 nChanged 9
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	Iteration 133Q: 3 clusters Score -4225802 nChanged 15
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	Iteration 134Q: 3 clusters Score -4225802 nChanged 16
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	Iteration 135Q: 3 clusters Score -4225798 nChanged 19
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	Iteration 136Q: 3 clusters Score -4225794 nChanged 21
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	Iteration 137Q: 3 clusters Score -4225812 nChanged 25
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	Iteration 138Q: 3 clusters Score -4225807 nChanged 18
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	Iteration 139Q: 3 clusters Score -4225809 nChanged 13
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	Iteration 140F: 3 clusters Score -4225805 nChanged 17
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	Iteration 141Q: 3 clusters Score -4225802 nChanged 11
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	Iteration 142Q: 3 clusters Score -4225804 nChanged 8
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	Iteration 143Q: 3 clusters Score -4225803 nChanged 9
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	Iteration 144Q: 3 clusters Score -4225810 nChanged 8
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	Iteration 145Q: 3 clusters Score -4225812 nChanged 9
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	Iteration 146Q: 3 clusters Score -4225809 nChanged 4
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	Iteration 147Q: 3 clusters Score -4225811 nChanged 7
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	Iteration 148Q: 3 clusters Score -4225806 nChanged 7
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	Iteration 149Q: 3 clusters Score -4225815 nChanged 5
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	Iteration 150Q: 3 clusters Score -4225812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -4225810.000000 Penalty: 5296.520020
	Iteration 151Q: 3 clusters Score -4225810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4225814.000000 Penalty: 5296.520020
	Iteration 152Q: 3 clusters Score -4225814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4225810.000000 Penalty: 5296.520020
	Iteration 153Q: 3 clusters Score -4225810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4225811.000000 Penalty: 5296.520020
	Iteration 154Q: 3 clusters Score -4225811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4225811.000000 Penalty: 5296.520020
	Iteration 155F: 3 clusters Score -4225811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76144 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 115998 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99602 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85337 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40106 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 17805 members 
Mstep: Class 36 contains 5163 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 50160 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9176 members 
Mstep: Class 47 contains 10040 members 
Mstep: Class 48 contains 56757 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8779 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4486 members 
Mstep: Class 58 contains 6676 members 
Mstep: Class 59 contains 29267 members 
Entering Unmasked Estep 
Score: -84124592.000000 Penalty: 200791.921875
Splitting cluster 1 changes total score from -84124928.000000 to -84124592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Entering Unmasked Estep 
Score: -3134447.250000 Penalty: 2576.722412
	Iteration 0F: 2 clusters Score -3134447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3112264.500000 Penalty: 5153.444824
	Iteration 0F: 3 clusters Score -3112264 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3120208.500000 Penalty: 5153.444824
	Iteration 1F: 3 clusters Score -3120208 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3120673.250000 Penalty: 5153.444824
	Iteration 2Q: 3 clusters Score -3120673 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3121104.750000 Penalty: 5153.444824
	Iteration 3Q: 3 clusters Score -3121105 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3121549.500000 Penalty: 5153.444824
	Iteration 4Q: 3 clusters Score -3121550 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3121999.250000 Penalty: 5153.444824
	Iteration 5Q: 3 clusters Score -3121999 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3122492.750000 Penalty: 5153.444824
	Iteration 6Q: 3 clusters Score -3122493 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3123060.000000 Penalty: 5153.444824
	Iteration 7Q: 3 clusters Score -3123060 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3123792.250000 Penalty: 5153.444824
	Iteration 8Q: 3 clusters Score -3123792 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3124602.750000 Penalty: 5153.444824
	Iteration 9Q: 3 clusters Score -3124603 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3125452.000000 Penalty: 5153.444824
	Iteration 10Q: 3 clusters Score -3125452 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3126347.000000 Penalty: 5153.444824
	Iteration 11Q: 3 clusters Score -3126347 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3127168.750000 Penalty: 5153.444824
	Iteration 12Q: 3 clusters Score -3127169 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3127880.500000 Penalty: 5153.444824
	Iteration 13Q: 3 clusters Score -3127880 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3128402.500000 Penalty: 5153.444824
	Iteration 14Q: 3 clusters Score -3128402 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3128788.750000 Penalty: 5153.444824
	Iteration 15Q: 3 clusters Score -3128789 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3129085.750000 Penalty: 5153.444824
	Iteration 16Q: 3 clusters Score -3129086 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3129351.750000 Penalty: 5153.444824
	Iteration 17Q: 3 clusters Score -3129352 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3129584.000000 Penalty: 5153.444824
	Iteration 18Q: 3 clusters Score -3129584 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3129807.500000 Penalty: 5153.444824
	Iteration 19Q: 3 clusters Score -3129808 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3130016.750000 Penalty: 5153.444824
	Iteration 20F: 3 clusters Score -3130017 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3130221.500000 Penalty: 5153.444824
	Iteration 21Q: 3 clusters Score -3130222 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3130406.750000 Penalty: 5153.444824
	Iteration 22Q: 3 clusters Score -3130407 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3130594.750000 Penalty: 5153.444824
	Iteration 23Q: 3 clusters Score -3130595 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3130778.250000 Penalty: 5153.444824
	Iteration 24Q: 3 clusters Score -3130778 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3130957.500000 Penalty: 5153.444824
	Iteration 25Q: 3 clusters Score -3130958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3131112.750000 Penalty: 5153.444824
	Iteration 26Q: 3 clusters Score -3131113 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3131277.500000 Penalty: 5153.444824
	Iteration 27Q: 3 clusters Score -3131278 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3131472.750000 Penalty: 5153.444824
	Iteration 28Q: 3 clusters Score -3131473 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3131654.750000 Penalty: 5153.444824
	Iteration 29Q: 3 clusters Score -3131655 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3131798.250000 Penalty: 5153.444824
	Iteration 30Q: 3 clusters Score -3131798 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -3131899.750000 Penalty: 5153.444824
	Iteration 31Q: 3 clusters Score -3131900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -3131973.750000 Penalty: 5153.444824
	Iteration 32Q: 3 clusters Score -3131974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -3132028.500000 Penalty: 5153.444824
	Iteration 33Q: 3 clusters Score -3132028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3132074.500000 Penalty: 5153.444824
	Iteration 34Q: 3 clusters Score -3132074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3132131.750000 Penalty: 5153.444824
	Iteration 35Q: 3 clusters Score -3132132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3132159.250000 Penalty: 5153.444824
	Iteration 36Q: 3 clusters Score -3132159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3132174.000000 Penalty: 5153.444824
	Iteration 37Q: 3 clusters Score -3132174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3132182.750000 Penalty: 5153.444824
	Iteration 38Q: 3 clusters Score -3132183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3132189.250000 Penalty: 5153.444824
	Iteration 39Q: 3 clusters Score -3132189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3132197.000000 Penalty: 5153.444824
	Iteration 40F: 3 clusters Score -3132197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3132206.000000 Penalty: 5153.444824
	Iteration 41Q: 3 clusters Score -3132206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3132213.250000 Penalty: 5153.444824
	Iteration 42Q: 3 clusters Score -3132213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3132218.500000 Penalty: 5153.444824
	Iteration 43Q: 3 clusters Score -3132218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3132226.250000 Penalty: 5153.444824
	Iteration 44Q: 3 clusters Score -3132226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3132227.000000 Penalty: 5153.444824
	Iteration 45Q: 3 clusters Score -3132227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -3132231.000000 Penalty: 5153.444824
	Iteration 46Q: 3 clusters Score -3132231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3132233.250000 Penalty: 5153.444824
	Iteration 47Q: 3 clusters Score -3132233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3132237.000000 Penalty: 5153.444824
	Iteration 48Q: 3 clusters Score -3132237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3132237.000000 Penalty: 5153.444824
	Iteration 49F: 3 clusters Score -3132237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -451336.250000 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -451336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -446823.218750 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -446823.2 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -448026.312500 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -448026.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -448300.656250 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -448300.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -448478.687500 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -448478.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -448595.156250 Penalty: 4234.350098
	Iteration 4Q: 3 clusters Score -448595.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -448669.250000 Penalty: 4234.350098
	Iteration 5Q: 3 clusters Score -448669.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -448730.187500 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -448730.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -448791.375000 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -448791.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -448830.562500 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -448830.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -448867.000000 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -448867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -448907.531250 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -448907.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -448959.031250 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -448959 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -449001.843750 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -449001.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -449042.375000 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -449042.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -449076.843750 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -449076.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -449117.562500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -449117.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -449149.031250 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -449149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -449174.031250 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -449174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -449201.312500 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -449201.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -449218.906250 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -449218.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -449233.937500 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -449233.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -449247.250000 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -449247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -449262.437500 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -449262.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -449273.375000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -449273.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -449280.593750 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -449280.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -449289.375000 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -449289.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -449295.062500 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -449295.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -449302.875000 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -449302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -449309.437500 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -449309.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -449316.906250 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -449316.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -449323.375000 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -449323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -449326.500000 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -449326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -449326.562500 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -449326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -449328.281250 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -449328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -449328.562500 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -449328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -449331.500000 Penalty: 4234.350098
	Iteration 35Q: 3 clusters Score -449331.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449334.093750 Penalty: 4234.350098
	Iteration 36Q: 3 clusters Score -449334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -449336.062500 Penalty: 4234.350098
	Iteration 37Q: 3 clusters Score -449336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -449337.875000 Penalty: 4234.350098
	Iteration 38Q: 3 clusters Score -449337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -449338.781250 Penalty: 4234.350098
	Iteration 39Q: 3 clusters Score -449338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -449338.812500 Penalty: 4234.350098
	Iteration 40F: 3 clusters Score -449338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -449339.281250 Penalty: 4234.350098
	Iteration 41Q: 3 clusters Score -449339.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -449339.281250 Penalty: 4234.350098
	Iteration 42F: 3 clusters Score -449339.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -410585.687500 Penalty: 2086.959717
	Iteration 0F: 2 clusters Score -410585.7 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 2289 members 
Entering Unmasked Estep 
Score: -406465.437500 Penalty: 4173.919434
	Iteration 0F: 3 clusters Score -406465.4 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -407608.500000 Penalty: 4173.919434
	Iteration 1F: 3 clusters Score -407608.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -407994.250000 Penalty: 4173.919434
	Iteration 2F: 3 clusters Score -407994.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -408247.406250 Penalty: 4173.919434
	Iteration 3F: 3 clusters Score -408247.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -408425.406250 Penalty: 4173.919434
	Iteration 4F: 3 clusters Score -408425.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -408542.750000 Penalty: 4173.919434
	Iteration 5Q: 3 clusters Score -408542.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -408624.781250 Penalty: 4173.919434
	Iteration 6Q: 3 clusters Score -408624.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -408664.062500 Penalty: 4173.919434
	Iteration 7Q: 3 clusters Score -408664.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -408691.656250 Penalty: 4173.919434
	Iteration 8Q: 3 clusters Score -408691.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -408712.312500 Penalty: 4173.919434
	Iteration 9Q: 3 clusters Score -408712.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -408725.531250 Penalty: 4173.919434
	Iteration 10Q: 3 clusters Score -408725.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -408735.468750 Penalty: 4173.919434
	Iteration 11Q: 3 clusters Score -408735.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -408744.093750 Penalty: 4173.919434
	Iteration 12Q: 3 clusters Score -408744.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -408748.656250 Penalty: 4173.919434
	Iteration 13Q: 3 clusters Score -408748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -408750.781250 Penalty: 4173.919434
	Iteration 14Q: 3 clusters Score -408750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -408754.750000 Penalty: 4173.919434
	Iteration 15Q: 3 clusters Score -408754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -408756.187500 Penalty: 4173.919434
	Iteration 16Q: 3 clusters Score -408756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -408759.562500 Penalty: 4173.919434
	Iteration 17Q: 3 clusters Score -408759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -408761.718750 Penalty: 4173.919434
	Iteration 18Q: 3 clusters Score -408761.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -408765.000000 Penalty: 4173.919434
	Iteration 19Q: 3 clusters Score -408765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -408768.000000 Penalty: 4173.919434
	Iteration 20F: 3 clusters Score -408768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -408770.312500 Penalty: 4173.919434
	Iteration 21Q: 3 clusters Score -408770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -408774.375000 Penalty: 4173.919434
	Iteration 22Q: 3 clusters Score -408774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -408780.531250 Penalty: 4173.919434
	Iteration 23Q: 3 clusters Score -408780.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -408786.343750 Penalty: 4173.919434
	Iteration 24Q: 3 clusters Score -408786.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -408792.906250 Penalty: 4173.919434
	Iteration 25Q: 3 clusters Score -408792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -408794.812500 Penalty: 4173.919434
	Iteration 26Q: 3 clusters Score -408794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -408798.406250 Penalty: 4173.919434
	Iteration 27Q: 3 clusters Score -408798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -408801.875000 Penalty: 4173.919434
	Iteration 28Q: 3 clusters Score -408801.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -408804.562500 Penalty: 4173.919434
	Iteration 29Q: 3 clusters Score -408804.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -408809.093750 Penalty: 4173.919434
	Iteration 30Q: 3 clusters Score -408809.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -408810.531250 Penalty: 4173.919434
	Iteration 31Q: 3 clusters Score -408810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -408813.593750 Penalty: 4173.919434
	Iteration 32Q: 3 clusters Score -408813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -408816.750000 Penalty: 4173.919434
	Iteration 33Q: 3 clusters Score -408816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -408819.062500 Penalty: 4173.919434
	Iteration 34Q: 3 clusters Score -408819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -408821.031250 Penalty: 4173.919434
	Iteration 35Q: 3 clusters Score -408821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -408822.687500 Penalty: 4173.919434
	Iteration 36Q: 3 clusters Score -408822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -408823.281250 Penalty: 4173.919434
	Iteration 37Q: 3 clusters Score -408823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -408823.281250 Penalty: 4173.919434
	Iteration 38Q: 3 clusters Score -408823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -408823.343750 Penalty: 4173.919434
	Iteration 39Q: 3 clusters Score -408823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -408823.343750 Penalty: 4173.919434
	Iteration 40F: 3 clusters Score -408823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Entering Unmasked Estep 
Score: -7437329.500000 Penalty: 2787.614502
	Iteration 0F: 2 clusters Score -7437330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7386135.500000 Penalty: 5575.229004
	Iteration 0F: 3 clusters Score -7386136 nChanged 35746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7406743.500000 Penalty: 5575.229004
	Iteration 1F: 3 clusters Score -7406744 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -7407547.500000 Penalty: 5575.229004
	Iteration 2Q: 3 clusters Score -7407548 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7408512.500000 Penalty: 5575.229004
	Iteration 3Q: 3 clusters Score -7408512 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -7409634.500000 Penalty: 5575.229004
	Iteration 4Q: 3 clusters Score -7409634 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -7411250.500000 Penalty: 5575.229004
	Iteration 5Q: 3 clusters Score -7411250 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -7413300.500000 Penalty: 5575.229004
	Iteration 6Q: 3 clusters Score -7413300 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -7415890.500000 Penalty: 5575.229004
	Iteration 7F: 3 clusters Score -7415890 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -7418777.000000 Penalty: 5575.229004
	Iteration 8F: 3 clusters Score -7418777 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7421817.000000 Penalty: 5575.229004
	Iteration 9F: 3 clusters Score -7421817 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -7424662.500000 Penalty: 5575.229004
	Iteration 10F: 3 clusters Score -7424662 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -7426972.500000 Penalty: 5575.229004
	Iteration 11Q: 3 clusters Score -7426972 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -7428660.500000 Penalty: 5575.229004
	Iteration 12Q: 3 clusters Score -7428660 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -7429879.000000 Penalty: 5575.229004
	Iteration 13Q: 3 clusters Score -7429879 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -7430890.000000 Penalty: 5575.229004
	Iteration 14Q: 3 clusters Score -7430890 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -7431789.500000 Penalty: 5575.229004
	Iteration 15Q: 3 clusters Score -7431790 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -7432605.000000 Penalty: 5575.229004
	Iteration 16Q: 3 clusters Score -7432605 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -7433268.000000 Penalty: 5575.229004
	Iteration 17Q: 3 clusters Score -7433268 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -7433831.500000 Penalty: 5575.229004
	Iteration 18Q: 3 clusters Score -7433832 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -7434237.500000 Penalty: 5575.229004
	Iteration 19Q: 3 clusters Score -7434238 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -7434589.500000 Penalty: 5575.229004
	Iteration 20F: 3 clusters Score -7434590 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -7434833.500000 Penalty: 5575.229004
	Iteration 21Q: 3 clusters Score -7434834 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -7435009.000000 Penalty: 5575.229004
	Iteration 22Q: 3 clusters Score -7435009 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -7435160.000000 Penalty: 5575.229004
	Iteration 23Q: 3 clusters Score -7435160 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -7435244.500000 Penalty: 5575.229004
	Iteration 24Q: 3 clusters Score -7435244 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -7435314.000000 Penalty: 5575.229004
	Iteration 25Q: 3 clusters Score -7435314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -7435402.000000 Penalty: 5575.229004
	Iteration 26Q: 3 clusters Score -7435402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -7435442.500000 Penalty: 5575.229004
	Iteration 27Q: 3 clusters Score -7435442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -7435505.500000 Penalty: 5575.229004
	Iteration 28Q: 3 clusters Score -7435506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -7435538.500000 Penalty: 5575.229004
	Iteration 29Q: 3 clusters Score -7435538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -7435573.500000 Penalty: 5575.229004
	Iteration 30Q: 3 clusters Score -7435574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -7435590.000000 Penalty: 5575.229004
	Iteration 31Q: 3 clusters Score -7435590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -7435608.000000 Penalty: 5575.229004
	Iteration 32Q: 3 clusters Score -7435608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -7435620.500000 Penalty: 5575.229004
	Iteration 33Q: 3 clusters Score -7435620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -7435623.000000 Penalty: 5575.229004
	Iteration 34Q: 3 clusters Score -7435623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -7435631.500000 Penalty: 5575.229004
	Iteration 35Q: 3 clusters Score -7435632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -7435641.500000 Penalty: 5575.229004
	Iteration 36Q: 3 clusters Score -7435642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -7435633.000000 Penalty: 5575.229004
	Iteration 37Q: 3 clusters Score -7435633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -7435638.500000 Penalty: 5575.229004
	Iteration 38Q: 3 clusters Score -7435638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -7435642.000000 Penalty: 5575.229004
	Iteration 39Q: 3 clusters Score -7435642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -7435652.500000 Penalty: 5575.229004
	Iteration 40F: 3 clusters Score -7435652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -7435647.500000 Penalty: 5575.229004
	Iteration 41Q: 3 clusters Score -7435648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -7435656.500000 Penalty: 5575.229004
	Iteration 42Q: 3 clusters Score -7435656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -7435647.000000 Penalty: 5575.229004
	Iteration 43Q: 3 clusters Score -7435647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -7435648.000000 Penalty: 5575.229004
	Iteration 44Q: 3 clusters Score -7435648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -7435658.500000 Penalty: 5575.229004
	Iteration 45Q: 3 clusters Score -7435658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -7435656.000000 Penalty: 5575.229004
	Iteration 46Q: 3 clusters Score -7435656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -7435660.500000 Penalty: 5575.229004
	Iteration 47Q: 3 clusters Score -7435660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -7435659.500000 Penalty: 5575.229004
	Iteration 48Q: 3 clusters Score -7435660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -7435663.500000 Penalty: 5575.229004
	Iteration 49Q: 3 clusters Score -7435664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -7435661.500000 Penalty: 5575.229004
	Iteration 50Q: 3 clusters Score -7435662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -7435668.500000 Penalty: 5575.229004
	Iteration 51Q: 3 clusters Score -7435668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -7435667.500000 Penalty: 5575.229004
	Iteration 52Q: 3 clusters Score -7435668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -7435664.500000 Penalty: 5575.229004
	Iteration 53Q: 3 clusters Score -7435664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -7435662.500000 Penalty: 5575.229004
	Iteration 54Q: 3 clusters Score -7435662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -7435657.500000 Penalty: 5575.229004
	Iteration 55Q: 3 clusters Score -7435658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -7435657.000000 Penalty: 5575.229004
	Iteration 56Q: 3 clusters Score -7435657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -7435671.000000 Penalty: 5575.229004
	Iteration 57Q: 3 clusters Score -7435671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -7435666.000000 Penalty: 5575.229004
	Iteration 58Q: 3 clusters Score -7435666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -7435659.000000 Penalty: 5575.229004
	Iteration 59Q: 3 clusters Score -7435659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -7435661.500000 Penalty: 5575.229004
	Iteration 60F: 3 clusters Score -7435662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 73263 members 
Entering Unmasked Estep 
Score: -7435657.000000 Penalty: 5575.229004
	Iteration 61Q: 3 clusters Score -7435657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -7435661.000000 Penalty: 5575.229004
	Iteration 62Q: 3 clusters Score -7435661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -7435658.500000 Penalty: 5575.229004
	Iteration 63Q: 3 clusters Score -7435658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -7435659.500000 Penalty: 5575.229004
	Iteration 64Q: 3 clusters Score -7435660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -7435658.500000 Penalty: 5575.229004
	Iteration 65Q: 3 clusters Score -7435658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -7435657.000000 Penalty: 5575.229004
	Iteration 66Q: 3 clusters Score -7435657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -7435654.500000 Penalty: 5575.229004
	Iteration 67Q: 3 clusters Score -7435654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -7435655.000000 Penalty: 5575.229004
	Iteration 68Q: 3 clusters Score -7435655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -7435660.000000 Penalty: 5575.229004
	Iteration 69Q: 3 clusters Score -7435660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -7435668.500000 Penalty: 5575.229004
	Iteration 70Q: 3 clusters Score -7435668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -7435665.500000 Penalty: 5575.229004
	Iteration 71Q: 3 clusters Score -7435666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -7435667.500000 Penalty: 5575.229004
	Iteration 72Q: 3 clusters Score -7435668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -7435669.500000 Penalty: 5575.229004
	Iteration 73Q: 3 clusters Score -7435670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -7435672.500000 Penalty: 5575.229004
	Iteration 74Q: 3 clusters Score -7435672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -7435670.000000 Penalty: 5575.229004
	Iteration 75Q: 3 clusters Score -7435670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -7435672.000000 Penalty: 5575.229004
	Iteration 76Q: 3 clusters Score -7435672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -7435669.000000 Penalty: 5575.229004
	Iteration 77Q: 3 clusters Score -7435669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -7435669.000000 Penalty: 5575.229004
	Iteration 78Q: 3 clusters Score -7435669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -7435668.500000 Penalty: 5575.229004
	Iteration 79Q: 3 clusters Score -7435668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -7435673.500000 Penalty: 5575.229004
	Iteration 80F: 3 clusters Score -7435674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -7435665.500000 Penalty: 5575.229004
	Iteration 81Q: 3 clusters Score -7435666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -7435676.000000 Penalty: 5575.229004
	Iteration 82Q: 3 clusters Score -7435676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -7435679.500000 Penalty: 5575.229004
	Iteration 83Q: 3 clusters Score -7435680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -7435675.500000 Penalty: 5575.229004
	Iteration 84Q: 3 clusters Score -7435676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -7435677.500000 Penalty: 5575.229004
	Iteration 85Q: 3 clusters Score -7435678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -7435672.500000 Penalty: 5575.229004
	Iteration 86Q: 3 clusters Score -7435672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -7435677.000000 Penalty: 5575.229004
	Iteration 87Q: 3 clusters Score -7435677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -7435671.500000 Penalty: 5575.229004
	Iteration 88Q: 3 clusters Score -7435672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -7435670.500000 Penalty: 5575.229004
	Iteration 89Q: 3 clusters Score -7435670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -7435675.000000 Penalty: 5575.229004
	Iteration 90Q: 3 clusters Score -7435675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -7435670.000000 Penalty: 5575.229004
	Iteration 91Q: 3 clusters Score -7435670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -7435672.000000 Penalty: 5575.229004
	Iteration 92Q: 3 clusters Score -7435672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -7435667.500000 Penalty: 5575.229004
	Iteration 93Q: 3 clusters Score -7435668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -7435670.000000 Penalty: 5575.229004
	Iteration 94Q: 3 clusters Score -7435670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -7435665.000000 Penalty: 5575.229004
	Iteration 95Q: 3 clusters Score -7435665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -7435669.500000 Penalty: 5575.229004
	Iteration 96Q: 3 clusters Score -7435670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7435670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -7435675.500000 Penalty: 5575.229004
	Iteration 98Q: 3 clusters Score -7435676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -7435681.000000 Penalty: 5575.229004
	Iteration 99Q: 3 clusters Score -7435681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -7435680.500000 Penalty: 5575.229004
	Iteration 100F: 3 clusters Score -7435680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -7435692.000000 Penalty: 5575.229004
	Iteration 101Q: 3 clusters Score -7435692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -7435686.000000 Penalty: 5575.229004
	Iteration 102Q: 3 clusters Score -7435686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -7435691.000000 Penalty: 5575.229004
	Iteration 103Q: 3 clusters Score -7435691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -7435690.000000 Penalty: 5575.229004
	Iteration 104Q: 3 clusters Score -7435690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7435684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
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	Iteration 106F: 3 clusters Score -7435684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10829 members 
Entering Unmasked Estep 
Score: -1041800.250000 Penalty: 2303.915771
	Iteration 0F: 2 clusters Score -1041800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1033574.812500 Penalty: 4607.831543
	Iteration 0F: 3 clusters Score -1033575 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1036041.812500 Penalty: 4607.831543
	Iteration 1F: 3 clusters Score -1036042 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1036357 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1036627.125000 Penalty: 4607.831543
	Iteration 3F: 3 clusters Score -1036627 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1036866.750000 Penalty: 4607.831543
	Iteration 4Q: 3 clusters Score -1036867 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1037086.062500 Penalty: 4607.831543
	Iteration 5Q: 3 clusters Score -1037086 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1037269.812500 Penalty: 4607.831543
	Iteration 6Q: 3 clusters Score -1037270 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1037410.062500 Penalty: 4607.831543
	Iteration 7Q: 3 clusters Score -1037410 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1037530.937500 Penalty: 4607.831543
	Iteration 8Q: 3 clusters Score -1037531 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1037645.375000 Penalty: 4607.831543
	Iteration 9Q: 3 clusters Score -1037645 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1037759.187500 Penalty: 4607.831543
	Iteration 10Q: 3 clusters Score -1037759 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1037874.625000 Penalty: 4607.831543
	Iteration 11Q: 3 clusters Score -1037875 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1037999.500000 Penalty: 4607.831543
	Iteration 12Q: 3 clusters Score -1038000 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1038147.062500 Penalty: 4607.831543
	Iteration 13Q: 3 clusters Score -1038147 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1038271.625000 Penalty: 4607.831543
	Iteration 14Q: 3 clusters Score -1038272 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1038421.062500 Penalty: 4607.831543
	Iteration 15Q: 3 clusters Score -1038421 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1038583.250000 Penalty: 4607.831543
	Iteration 16Q: 3 clusters Score -1038583 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1038762.375000 Penalty: 4607.831543
	Iteration 17Q: 3 clusters Score -1038762 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1038914.875000 Penalty: 4607.831543
	Iteration 18Q: 3 clusters Score -1038915 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1039040.250000 Penalty: 4607.831543
	Iteration 19Q: 3 clusters Score -1039040 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1039150.812500 Penalty: 4607.831543
	Iteration 20F: 3 clusters Score -1039151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1039232.625000 Penalty: 4607.831543
	Iteration 21Q: 3 clusters Score -1039233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1039289.312500 Penalty: 4607.831543
	Iteration 22Q: 3 clusters Score -1039289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1039334.062500 Penalty: 4607.831543
	Iteration 23Q: 3 clusters Score -1039334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1039380.562500 Penalty: 4607.831543
	Iteration 24Q: 3 clusters Score -1039381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1039423.000000 Penalty: 4607.831543
	Iteration 25Q: 3 clusters Score -1039423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1039455.625000 Penalty: 4607.831543
	Iteration 26Q: 3 clusters Score -1039456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1039502.687500 Penalty: 4607.831543
	Iteration 27Q: 3 clusters Score -1039503 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1039539.000000 Penalty: 4607.831543
	Iteration 28Q: 3 clusters Score -1039539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1039555.937500 Penalty: 4607.831543
	Iteration 29Q: 3 clusters Score -1039556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1039574.125000 Penalty: 4607.831543
	Iteration 30Q: 3 clusters Score -1039574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1039590.062500 Penalty: 4607.831543
	Iteration 31Q: 3 clusters Score -1039590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1039610.625000 Penalty: 4607.831543
	Iteration 32Q: 3 clusters Score -1039611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1039619.812500 Penalty: 4607.831543
	Iteration 33Q: 3 clusters Score -1039620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1039634.000000 Penalty: 4607.831543
	Iteration 34Q: 3 clusters Score -1039634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1039641.562500 Penalty: 4607.831543
	Iteration 35Q: 3 clusters Score -1039642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1039650.750000 Penalty: 4607.831543
	Iteration 36Q: 3 clusters Score -1039651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1039665.937500 Penalty: 4607.831543
	Iteration 37Q: 3 clusters Score -1039666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1039673.875000 Penalty: 4607.831543
	Iteration 38Q: 3 clusters Score -1039674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1039684.750000 Penalty: 4607.831543
	Iteration 39Q: 3 clusters Score -1039685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1039694.500000 Penalty: 4607.831543
	Iteration 40F: 3 clusters Score -1039694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1039702.625000 Penalty: 4607.831543
	Iteration 41Q: 3 clusters Score -1039703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1039708.125000 Penalty: 4607.831543
	Iteration 42Q: 3 clusters Score -1039708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1039709.875000 Penalty: 4607.831543
	Iteration 43Q: 3 clusters Score -1039710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1039717.750000 Penalty: 4607.831543
	Iteration 44Q: 3 clusters Score -1039718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1039723.312500 Penalty: 4607.831543
	Iteration 45Q: 3 clusters Score -1039723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1039729.562500 Penalty: 4607.831543
	Iteration 46Q: 3 clusters Score -1039730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1039730.500000 Penalty: 4607.831543
	Iteration 47Q: 3 clusters Score -1039730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1039732.687500 Penalty: 4607.831543
	Iteration 48Q: 3 clusters Score -1039733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1039736.437500 Penalty: 4607.831543
	Iteration 49Q: 3 clusters Score -1039736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1039742.250000 Penalty: 4607.831543
	Iteration 50Q: 3 clusters Score -1039742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1039746.687500 Penalty: 4607.831543
	Iteration 51Q: 3 clusters Score -1039747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1039748.812500 Penalty: 4607.831543
	Iteration 52Q: 3 clusters Score -1039749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1039752.375000 Penalty: 4607.831543
	Iteration 53Q: 3 clusters Score -1039752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1039757.062500 Penalty: 4607.831543
	Iteration 54Q: 3 clusters Score -1039757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1039758.937500 Penalty: 4607.831543
	Iteration 55Q: 3 clusters Score -1039759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1039761.062500 Penalty: 4607.831543
	Iteration 56Q: 3 clusters Score -1039761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1039766.125000 Penalty: 4607.831543
	Iteration 57Q: 3 clusters Score -1039766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1039772.062500 Penalty: 4607.831543
	Iteration 58Q: 3 clusters Score -1039772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1039776.750000 Penalty: 4607.831543
	Iteration 59Q: 3 clusters Score -1039777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1039780.500000 Penalty: 4607.831543
	Iteration 60F: 3 clusters Score -1039780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1039785.875000 Penalty: 4607.831543
	Iteration 61Q: 3 clusters Score -1039786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1039790.562500 Penalty: 4607.831543
	Iteration 62Q: 3 clusters Score -1039791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1039794.000000 Penalty: 4607.831543
	Iteration 63Q: 3 clusters Score -1039794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1039793.187500 Penalty: 4607.831543
	Iteration 64Q: 3 clusters Score -1039793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1039795.062500 Penalty: 4607.831543
	Iteration 65Q: 3 clusters Score -1039795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1039800.437500 Penalty: 4607.831543
	Iteration 66Q: 3 clusters Score -1039800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1039802.125000 Penalty: 4607.831543
	Iteration 67Q: 3 clusters Score -1039802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1039801.625000 Penalty: 4607.831543
	Iteration 68Q: 3 clusters Score -1039802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1039802.562500 Penalty: 4607.831543
	Iteration 69Q: 3 clusters Score -1039803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1039802.937500 Penalty: 4607.831543
	Iteration 70Q: 3 clusters Score -1039803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1039802.937500 Penalty: 4607.831543
	Iteration 71F: 3 clusters Score -1039803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59703.554688 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59703.55 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60031.367188 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -60031.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60249.605469 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -60249.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60450.207031 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -60450.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60586.277344 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -60586.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -60722.699219 Penalty: 3254.972412
	Iteration 5F: 3 clusters Score -60722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60778.152344 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60778.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60793.250000 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60793.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -60799.523438 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60799.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60801.183594 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60801.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60808.437500 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -60808.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60811.691406 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -60811.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60811.691406 Penalty: 3254.972412
	Iteration 12F: 3 clusters Score -60811.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -459845.781250 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -459845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -455388.718750 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -455388.7 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -456525.250000 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -456525.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -456874.875000 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -456874.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -457189.937500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -457189.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -457469.906250 Penalty: 4217.333496
	Iteration 4F: 3 clusters Score -457469.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -457689.593750 Penalty: 4217.333496
	Iteration 5F: 3 clusters Score -457689.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -457858.343750 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -457858.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -457978.062500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -457978.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -458067.562500 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -458067.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -458137.156250 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -458137.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -458196.312500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -458196.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -458251.437500 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -458251.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -458283.656250 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -458283.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -458317.031250 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -458317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -458353.625000 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -458353.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -458388.312500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -458388.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -458426.968750 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -458427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -458458.031250 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -458458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -458484.250000 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -458484.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -458504.187500 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -458504.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -458516.375000 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -458516.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -458527.968750 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -458528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -458539.593750 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -458539.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -458554.687500 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -458554.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -458569.062500 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -458569.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -458581.687500 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -458581.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -458596.781250 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -458596.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -458618.281250 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -458618.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -458642.750000 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -458642.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -458657.593750 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -458657.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -458671.718750 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -458671.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -458683.531250 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -458683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -458693.656250 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -458693.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -458699.343750 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -458699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -458705.500000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -458705.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -458711.250000 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -458711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -458716.218750 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -458716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -458724.531250 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -458724.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -458736.531250 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -458736.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -458748.312500 Penalty: 4217.333496
	Iteration 39Q: 3 clusters Score -458748.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -458750.875000 Penalty: 4217.333496
	Iteration 40F: 3 clusters Score -458750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -458753.312500 Penalty: 4217.333496
	Iteration 41Q: 3 clusters Score -458753.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -458756.625000 Penalty: 4217.333496
	Iteration 42Q: 3 clusters Score -458756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -458759.562500 Penalty: 4217.333496
	Iteration 43Q: 3 clusters Score -458759.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -458763.125000 Penalty: 4217.333496
	Iteration 44Q: 3 clusters Score -458763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -458766.250000 Penalty: 4217.333496
	Iteration 45Q: 3 clusters Score -458766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -458768.000000 Penalty: 4217.333496
	Iteration 46Q: 3 clusters Score -458768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -458768.218750 Penalty: 4217.333496
	Iteration 47Q: 3 clusters Score -458768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -458768.937500 Penalty: 4217.333496
	Iteration 48Q: 3 clusters Score -458768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -458769.406250 Penalty: 4217.333496
	Iteration 49Q: 3 clusters Score -458769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -458770.718750 Penalty: 4217.333496
	Iteration 50Q: 3 clusters Score -458770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -458770.843750 Penalty: 4217.333496
	Iteration 51Q: 3 clusters Score -458770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -458772.156250 Penalty: 4217.333496
	Iteration 52Q: 3 clusters Score -458772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -458773.625000 Penalty: 4217.333496
	Iteration 53Q: 3 clusters Score -458773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -458773.687500 Penalty: 4217.333496
	Iteration 54Q: 3 clusters Score -458773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -458773.281250 Penalty: 4217.333496
	Iteration 55Q: 3 clusters Score -458773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -458773.687500 Penalty: 4217.333496
	Iteration 56Q: 3 clusters Score -458773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -458775.343750 Penalty: 4217.333496
	Iteration 57Q: 3 clusters Score -458775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -458775.781250 Penalty: 4217.333496
	Iteration 58Q: 3 clusters Score -458775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -458775.656250 Penalty: 4217.333496
	Iteration 59Q: 3 clusters Score -458775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -458776.062500 Penalty: 4217.333496
	Iteration 60F: 3 clusters Score -458776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -458775.718750 Penalty: 4217.333496
	Iteration 61Q: 3 clusters Score -458775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -458776.593750 Penalty: 4217.333496
	Iteration 62Q: 3 clusters Score -458776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -458777.187500 Penalty: 4217.333496
	Iteration 63Q: 3 clusters Score -458777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -458777.875000 Penalty: 4217.333496
	Iteration 64Q: 3 clusters Score -458777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -458777.875000 Penalty: 4217.333496
	Iteration 65F: 3 clusters Score -458777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -425842.875000 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -425842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -421136.156250 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -421136.2 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -422361.062500 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -422361.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -422726.968750 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -422727 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -423062.625000 Penalty: 4253.054688
	Iteration 3F: 3 clusters Score -423062.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -423409.968750 Penalty: 4253.054688
	Iteration 4F: 3 clusters Score -423410 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -423779.312500 Penalty: 4253.054688
	Iteration 5F: 3 clusters Score -423779.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -424140.875000 Penalty: 4253.054688
	Iteration 6F: 3 clusters Score -424140.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -424387.312500 Penalty: 4253.054688
	Iteration 7F: 3 clusters Score -424387.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -424586.187500 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -424586.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -424731.000000 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -424731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -424832.406250 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -424832.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -424894.718750 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -424894.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -424943.968750 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -424944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -424982.468750 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -424982.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -425027.375000 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -425027.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -425076.312500 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -425076.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425128.187500 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -425128.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -425165.062500 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -425165.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -425199.406250 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -425199.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -425213.906250 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -425213.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -425221.718750 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -425221.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -425229.875000 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -425229.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -425240.187500 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -425240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -425250.531250 Penalty: 4253.054688
	Iteration 23Q: 3 clusters Score -425250.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -425257.000000 Penalty: 4253.054688
	Iteration 24Q: 3 clusters Score -425257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -425264.093750 Penalty: 4253.054688
	Iteration 25Q: 3 clusters Score -425264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -425270.312500 Penalty: 4253.054688
	Iteration 26Q: 3 clusters Score -425270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -425274.281250 Penalty: 4253.054688
	Iteration 27Q: 3 clusters Score -425274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -425278.656250 Penalty: 4253.054688
	Iteration 28Q: 3 clusters Score -425278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425281.687500 Penalty: 4253.054688
	Iteration 29Q: 3 clusters Score -425281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -425283.218750 Penalty: 4253.054688
	Iteration 30Q: 3 clusters Score -425283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -425287.781250 Penalty: 4253.054688
	Iteration 31Q: 3 clusters Score -425287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -425288.937500 Penalty: 4253.054688
	Iteration 32Q: 3 clusters Score -425288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -425291.437500 Penalty: 4253.054688
	Iteration 33Q: 3 clusters Score -425291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -425293.562500 Penalty: 4253.054688
	Iteration 34Q: 3 clusters Score -425293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -425295.375000 Penalty: 4253.054688
	Iteration 35Q: 3 clusters Score -425295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -425295.531250 Penalty: 4253.054688
	Iteration 36Q: 3 clusters Score -425295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -425296.812500 Penalty: 4253.054688
	Iteration 37Q: 3 clusters Score -425296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -425296.625000 Penalty: 4253.054688
	Iteration 38Q: 3 clusters Score -425296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -425296.625000 Penalty: 4253.054688
	Iteration 39F: 3 clusters Score -425296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -840065.937500 Penalty: 2266.433350
	Iteration 0F: 2 clusters Score -840065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -832774.187500 Penalty: 4532.866699
	Iteration 0F: 3 clusters Score -832774.2 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -834938.812500 Penalty: 4532.866699
	Iteration 1F: 3 clusters Score -834938.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -835358.625000 Penalty: 4532.866699
	Iteration 2F: 3 clusters Score -835358.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -835658.937500 Penalty: 4532.866699
	Iteration 3F: 3 clusters Score -835658.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -835898.562500 Penalty: 4532.866699
	Iteration 4F: 3 clusters Score -835898.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -836074.250000 Penalty: 4532.866699
	Iteration 5Q: 3 clusters Score -836074.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -836248.375000 Penalty: 4532.866699
	Iteration 6Q: 3 clusters Score -836248.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -836390.312500 Penalty: 4532.866699
	Iteration 7Q: 3 clusters Score -836390.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -836532.000000 Penalty: 4532.866699
	Iteration 8Q: 3 clusters Score -836532 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -836706.562500 Penalty: 4532.866699
	Iteration 9Q: 3 clusters Score -836706.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -836878.500000 Penalty: 4532.866699
	Iteration 10Q: 3 clusters Score -836878.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -837066.125000 Penalty: 4532.866699
	Iteration 11Q: 3 clusters Score -837066.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -837263.687500 Penalty: 4532.866699
	Iteration 12Q: 3 clusters Score -837263.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -837427.375000 Penalty: 4532.866699
	Iteration 13Q: 3 clusters Score -837427.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -837551.000000 Penalty: 4532.866699
	Iteration 14Q: 3 clusters Score -837551 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -837654.312500 Penalty: 4532.866699
	Iteration 15Q: 3 clusters Score -837654.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -837738.812500 Penalty: 4532.866699
	Iteration 16Q: 3 clusters Score -837738.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -837812.187500 Penalty: 4532.866699
	Iteration 17Q: 3 clusters Score -837812.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -837872.250000 Penalty: 4532.866699
	Iteration 18Q: 3 clusters Score -837872.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -837918.750000 Penalty: 4532.866699
	Iteration 19Q: 3 clusters Score -837918.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -837967.000000 Penalty: 4532.866699
	Iteration 20F: 3 clusters Score -837967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -838008.125000 Penalty: 4532.866699
	Iteration 21Q: 3 clusters Score -838008.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -838053.687500 Penalty: 4532.866699
	Iteration 22Q: 3 clusters Score -838053.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -838101.812500 Penalty: 4532.866699
	Iteration 23Q: 3 clusters Score -838101.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -838152.562500 Penalty: 4532.866699
	Iteration 24Q: 3 clusters Score -838152.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -838195.375000 Penalty: 4532.866699
	Iteration 25Q: 3 clusters Score -838195.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -838234.500000 Penalty: 4532.866699
	Iteration 26Q: 3 clusters Score -838234.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -838279.375000 Penalty: 4532.866699
	Iteration 27Q: 3 clusters Score -838279.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -838328.500000 Penalty: 4532.866699
	Iteration 28Q: 3 clusters Score -838328.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -838375.437500 Penalty: 4532.866699
	Iteration 29Q: 3 clusters Score -838375.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -838427.125000 Penalty: 4532.866699
	Iteration 30Q: 3 clusters Score -838427.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -838484.312500 Penalty: 4532.866699
	Iteration 31Q: 3 clusters Score -838484.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -838541.187500 Penalty: 4532.866699
	Iteration 32Q: 3 clusters Score -838541.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -838584.625000 Penalty: 4532.866699
	Iteration 33Q: 3 clusters Score -838584.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -838624.187500 Penalty: 4532.866699
	Iteration 34Q: 3 clusters Score -838624.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -838666.812500 Penalty: 4532.866699
	Iteration 35Q: 3 clusters Score -838666.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -838701.625000 Penalty: 4532.866699
	Iteration 36Q: 3 clusters Score -838701.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -838727.000000 Penalty: 4532.866699
	Iteration 37Q: 3 clusters Score -838727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -838759.875000 Penalty: 4532.866699
	Iteration 38Q: 3 clusters Score -838759.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -838787.375000 Penalty: 4532.866699
	Iteration 39Q: 3 clusters Score -838787.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -838812.562500 Penalty: 4532.866699
	Iteration 40F: 3 clusters Score -838812.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -838826.937500 Penalty: 4532.866699
	Iteration 41Q: 3 clusters Score -838826.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -838839.875000 Penalty: 4532.866699
	Iteration 42Q: 3 clusters Score -838839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -838845.375000 Penalty: 4532.866699
	Iteration 43Q: 3 clusters Score -838845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -838849.750000 Penalty: 4532.866699
	Iteration 44Q: 3 clusters Score -838849.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -838853.875000 Penalty: 4532.866699
	Iteration 45Q: 3 clusters Score -838853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -838857.625000 Penalty: 4532.866699
	Iteration 46Q: 3 clusters Score -838857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -838862.437500 Penalty: 4532.866699
	Iteration 47Q: 3 clusters Score -838862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -838865.125000 Penalty: 4532.866699
	Iteration 48Q: 3 clusters Score -838865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -838868.687500 Penalty: 4532.866699
	Iteration 49Q: 3 clusters Score -838868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -838870.250000 Penalty: 4532.866699
	Iteration 50Q: 3 clusters Score -838870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -838871.375000 Penalty: 4532.866699
	Iteration 51Q: 3 clusters Score -838871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -838872.062500 Penalty: 4532.866699
	Iteration 52Q: 3 clusters Score -838872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -838873.812500 Penalty: 4532.866699
	Iteration 53Q: 3 clusters Score -838873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -838875.812500 Penalty: 4532.866699
	Iteration 54Q: 3 clusters Score -838875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -838875.625000 Penalty: 4532.866699
	Iteration 55Q: 3 clusters Score -838875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -838875.625000 Penalty: 4532.866699
	Iteration 56F: 3 clusters Score -838875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Entering Unmasked Estep 
Score: -11511070.000000 Penalty: 2892.009521
	Iteration 0F: 2 clusters Score -1.151107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -11433851.000000 Penalty: 5784.019043
	Iteration 0F: 3 clusters Score -1.143385e+07 nChanged 54904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -11465151.000000 Penalty: 5784.019043
	Iteration 1F: 3 clusters Score -1.146515e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -11465943.000000 Penalty: 5784.019043
	Iteration 2Q: 3 clusters Score -1.146594e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -11466961.000000 Penalty: 5784.019043
	Iteration 3Q: 3 clusters Score -1.146696e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -11468365.000000 Penalty: 5784.019043
	Iteration 4Q: 3 clusters Score -1.146836e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -11470434.000000 Penalty: 5784.019043
	Iteration 5Q: 3 clusters Score -1.147043e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -11473742.000000 Penalty: 5784.019043
	Iteration 6F: 3 clusters Score -1.147374e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -11478077.000000 Penalty: 5784.019043
	Iteration 7F: 3 clusters Score -1.147808e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -11482915.000000 Penalty: 5784.019043
	Iteration 8F: 3 clusters Score -1.148292e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -11486837.000000 Penalty: 5784.019043
	Iteration 9F: 3 clusters Score -1.148684e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -11489951.000000 Penalty: 5784.019043
	Iteration 10F: 3 clusters Score -1.148995e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -11492595.000000 Penalty: 5784.019043
	Iteration 11Q: 3 clusters Score -1.14926e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -11495224.000000 Penalty: 5784.019043
	Iteration 12Q: 3 clusters Score -1.149522e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -11497942.000000 Penalty: 5784.019043
	Iteration 13Q: 3 clusters Score -1.149794e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -11500802.000000 Penalty: 5784.019043
	Iteration 14Q: 3 clusters Score -1.15008e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -11503653.000000 Penalty: 5784.019043
	Iteration 15Q: 3 clusters Score -1.150365e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -11505882.000000 Penalty: 5784.019043
	Iteration 16Q: 3 clusters Score -1.150588e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11507178.000000 Penalty: 5784.019043
	Iteration 17Q: 3 clusters Score -1.150718e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -11507871.000000 Penalty: 5784.019043
	Iteration 18Q: 3 clusters Score -1.150787e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114899 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11508239.000000 Penalty: 5784.019043
	Iteration 19Q: 3 clusters Score -1.150824e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11508433.000000 Penalty: 5784.019043
	Iteration 20F: 3 clusters Score -1.150843e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11508538.000000 Penalty: 5784.019043
	Iteration 21Q: 3 clusters Score -1.150854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11508584.000000 Penalty: 5784.019043
	Iteration 22Q: 3 clusters Score -1.150858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11508602.000000 Penalty: 5784.019043
	Iteration 23Q: 3 clusters Score -1.15086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115366 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11508650.000000 Penalty: 5784.019043
	Iteration 24Q: 3 clusters Score -1.150865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11508668.000000 Penalty: 5784.019043
	Iteration 25Q: 3 clusters Score -1.150867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115394 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11508683.000000 Penalty: 5784.019043
	Iteration 26Q: 3 clusters Score -1.150868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11508686.000000 Penalty: 5784.019043
	Iteration 27Q: 3 clusters Score -1.150869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11508696.000000 Penalty: 5784.019043
	Iteration 28Q: 3 clusters Score -1.15087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11508691.000000 Penalty: 5784.019043
	Iteration 29Q: 3 clusters Score -1.150869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11508707.000000 Penalty: 5784.019043
	Iteration 30Q: 3 clusters Score -1.150871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115430 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11508709.000000 Penalty: 5784.019043
	Iteration 31Q: 3 clusters Score -1.150871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11508705.000000 Penalty: 5784.019043
	Iteration 32Q: 3 clusters Score -1.15087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11508717.000000 Penalty: 5784.019043
	Iteration 33Q: 3 clusters Score -1.150872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11508712.000000 Penalty: 5784.019043
	Iteration 34Q: 3 clusters Score -1.150871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115438 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11508720.000000 Penalty: 5784.019043
	Iteration 35Q: 3 clusters Score -1.150872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11508719.000000 Penalty: 5784.019043
	Iteration 36Q: 3 clusters Score -1.150872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11508723.000000 Penalty: 5784.019043
	Iteration 37Q: 3 clusters Score -1.150872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11508720.000000 Penalty: 5784.019043
	Iteration 38Q: 3 clusters Score -1.150872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11508724.000000 Penalty: 5784.019043
	Iteration 39Q: 3 clusters Score -1.150872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11508724.000000 Penalty: 5784.019043
	Iteration 40F: 3 clusters Score -1.150872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -688211.562500 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -688211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -682337.937500 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -682337.9 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -684239.000000 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -684239 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -685182.062500 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -685182.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -686044.062500 Penalty: 4410.462402
	Iteration 3F: 3 clusters Score -686044.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -686585.375000 Penalty: 4410.462402
	Iteration 4F: 3 clusters Score -686585.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -686901.750000 Penalty: 4410.462402
	Iteration 5F: 3 clusters Score -686901.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -687094.437500 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -687094.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -687228.125000 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -687228.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -687330.937500 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -687330.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -687411.312500 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -687411.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -687488.062500 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -687488.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -687564.000000 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -687564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -687631.187500 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -687631.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -687690.562500 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -687690.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -687739.562500 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -687739.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -687786.750000 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -687786.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -687820.062500 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -687820.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -687846.000000 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -687846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -687865.875000 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -687865.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -687877.375000 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -687877.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -687888.625000 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -687888.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -687898.250000 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -687898.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -687906.687500 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -687906.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -687915.750000 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -687915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -687924.000000 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -687924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -687931.187500 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -687931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -687936.062500 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -687936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -687938.000000 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -687938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -687941.000000 Penalty: 4410.462402
	Iteration 28Q: 3 clusters Score -687941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -687942.812500 Penalty: 4410.462402
	Iteration 29Q: 3 clusters Score -687942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -687942.875000 Penalty: 4410.462402
	Iteration 30Q: 3 clusters Score -687942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -687944.437500 Penalty: 4410.462402
	Iteration 31Q: 3 clusters Score -687944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -687945.687500 Penalty: 4410.462402
	Iteration 32Q: 3 clusters Score -687945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -687945.687500 Penalty: 4410.462402
	Iteration 33F: 3 clusters Score -687945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -317641.187500 Penalty: 2007.935181
	Iteration 0F: 2 clusters Score -317641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -314216.125000 Penalty: 4015.870361
	Iteration 0F: 3 clusters Score -314216.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -314955.812500 Penalty: 4015.870361
	Iteration 1F: 3 clusters Score -314955.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -315100.125000 Penalty: 4015.870361
	Iteration 2F: 3 clusters Score -315100.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -315175.156250 Penalty: 4015.870361
	Iteration 3Q: 3 clusters Score -315175.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315227.031250 Penalty: 4015.870361
	Iteration 4Q: 3 clusters Score -315227 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315263.531250 Penalty: 4015.870361
	Iteration 5Q: 3 clusters Score -315263.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -315286.781250 Penalty: 4015.870361
	Iteration 6Q: 3 clusters Score -315286.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -315301.062500 Penalty: 4015.870361
	Iteration 7Q: 3 clusters Score -315301.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -315314.281250 Penalty: 4015.870361
	Iteration 8Q: 3 clusters Score -315314.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -315324.531250 Penalty: 4015.870361
	Iteration 9Q: 3 clusters Score -315324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315330.781250 Penalty: 4015.870361
	Iteration 10Q: 3 clusters Score -315330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315335.156250 Penalty: 4015.870361
	Iteration 11Q: 3 clusters Score -315335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -315340.250000 Penalty: 4015.870361
	Iteration 12Q: 3 clusters Score -315340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -315344.531250 Penalty: 4015.870361
	Iteration 13Q: 3 clusters Score -315344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -315349.281250 Penalty: 4015.870361
	Iteration 14Q: 3 clusters Score -315349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -315353.687500 Penalty: 4015.870361
	Iteration 15Q: 3 clusters Score -315353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -315358.906250 Penalty: 4015.870361
	Iteration 16Q: 3 clusters Score -315358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -315362.718750 Penalty: 4015.870361
	Iteration 17Q: 3 clusters Score -315362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -315367.343750 Penalty: 4015.870361
	Iteration 18Q: 3 clusters Score -315367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -315370.937500 Penalty: 4015.870361
	Iteration 19Q: 3 clusters Score -315370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -315372.343750 Penalty: 4015.870361
	Iteration 20F: 3 clusters Score -315372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315373.687500 Penalty: 4015.870361
	Iteration 21Q: 3 clusters Score -315373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -315374.968750 Penalty: 4015.870361
	Iteration 22Q: 3 clusters Score -315375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -315375.375000 Penalty: 4015.870361
	Iteration 23Q: 3 clusters Score -315375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -315375.375000 Penalty: 4015.870361
	Iteration 24Q: 3 clusters Score -315375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -315376.625000 Penalty: 4015.870361
	Iteration 25Q: 3 clusters Score -315376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -315378.375000 Penalty: 4015.870361
	Iteration 26Q: 3 clusters Score -315378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -315378.156250 Penalty: 4015.870361
	Iteration 27Q: 3 clusters Score -315378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -315378.156250 Penalty: 4015.870361
	Iteration 28F: 3 clusters Score -315378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Entering Unmasked Estep 
Score: -292070.468750 Penalty: 1994.190552
	Iteration 0F: 2 clusters Score -292070.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -288699.562500 Penalty: 3988.381104
	Iteration 0F: 3 clusters Score -288699.6 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289382.375000 Penalty: 3988.381104
	Iteration 1F: 3 clusters Score -289382.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -289567.437500 Penalty: 3988.381104
	Iteration 2F: 3 clusters Score -289567.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -289692.968750 Penalty: 3988.381104
	Iteration 3F: 3 clusters Score -289693 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289816.593750 Penalty: 3988.381104
	Iteration 4Q: 3 clusters Score -289816.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -289940.562500 Penalty: 3988.381104
	Iteration 5Q: 3 clusters Score -289940.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -290070.968750 Penalty: 3988.381104
	Iteration 6Q: 3 clusters Score -290071 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290175.937500 Penalty: 3988.381104
	Iteration 7Q: 3 clusters Score -290175.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -290253.750000 Penalty: 3988.381104
	Iteration 8Q: 3 clusters Score -290253.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -290328.343750 Penalty: 3988.381104
	Iteration 9Q: 3 clusters Score -290328.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -290398.343750 Penalty: 3988.381104
	Iteration 10Q: 3 clusters Score -290398.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -290442.750000 Penalty: 3988.381104
	Iteration 11Q: 3 clusters Score -290442.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -290476.937500 Penalty: 3988.381104
	Iteration 12Q: 3 clusters Score -290476.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290510.812500 Penalty: 3988.381104
	Iteration 13Q: 3 clusters Score -290510.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -290526.000000 Penalty: 3988.381104
	Iteration 14Q: 3 clusters Score -290526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -290541.687500 Penalty: 3988.381104
	Iteration 15Q: 3 clusters Score -290541.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -290560.656250 Penalty: 3988.381104
	Iteration 16Q: 3 clusters Score -290560.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -290571.250000 Penalty: 3988.381104
	Iteration 17Q: 3 clusters Score -290571.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -290580.000000 Penalty: 3988.381104
	Iteration 18Q: 3 clusters Score -290580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -290585.750000 Penalty: 3988.381104
	Iteration 19Q: 3 clusters Score -290585.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -290589.750000 Penalty: 3988.381104
	Iteration 20F: 3 clusters Score -290589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -290593.437500 Penalty: 3988.381104
	Iteration 21Q: 3 clusters Score -290593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290597.250000 Penalty: 3988.381104
	Iteration 22Q: 3 clusters Score -290597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -290598.250000 Penalty: 3988.381104
	Iteration 23Q: 3 clusters Score -290598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290597.718750 Penalty: 3988.381104
	Iteration 24Q: 3 clusters Score -290597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290597.718750 Penalty: 3988.381104
	Iteration 25F: 3 clusters Score -290597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Entering Unmasked Estep 
Score: -1180497.875000 Penalty: 2327.513184
	Iteration 0F: 2 clusters Score -1180498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1171635.500000 Penalty: 4655.026367
	Iteration 0F: 3 clusters Score -1171636 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1174291.000000 Penalty: 4655.026367
	Iteration 1F: 3 clusters Score -1174291 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1174598.875000 Penalty: 4655.026367
	Iteration 2F: 3 clusters Score -1174599 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1174859.875000 Penalty: 4655.026367
	Iteration 3Q: 3 clusters Score -1174860 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1175179.375000 Penalty: 4655.026367
	Iteration 4Q: 3 clusters Score -1175179 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1175578.250000 Penalty: 4655.026367
	Iteration 5F: 3 clusters Score -1175578 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1176058.250000 Penalty: 4655.026367
	Iteration 6F: 3 clusters Score -1176058 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1176581.625000 Penalty: 4655.026367
	Iteration 7F: 3 clusters Score -1176582 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1177099.375000 Penalty: 4655.026367
	Iteration 8F: 3 clusters Score -1177099 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1177455.500000 Penalty: 4655.026367
	Iteration 9Q: 3 clusters Score -1177456 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1177706.250000 Penalty: 4655.026367
	Iteration 10Q: 3 clusters Score -1177706 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1177889.250000 Penalty: 4655.026367
	Iteration 11Q: 3 clusters Score -1177889 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1178027.000000 Penalty: 4655.026367
	Iteration 12Q: 3 clusters Score -1178027 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1178126.500000 Penalty: 4655.026367
	Iteration 13Q: 3 clusters Score -1178126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1178209.375000 Penalty: 4655.026367
	Iteration 14Q: 3 clusters Score -1178209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1178262.750000 Penalty: 4655.026367
	Iteration 15Q: 3 clusters Score -1178263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1178313.250000 Penalty: 4655.026367
	Iteration 16Q: 3 clusters Score -1178313 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1178351.500000 Penalty: 4655.026367
	Iteration 17Q: 3 clusters Score -1178352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1178376.250000 Penalty: 4655.026367
	Iteration 18Q: 3 clusters Score -1178376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1178403.000000 Penalty: 4655.026367
	Iteration 19Q: 3 clusters Score -1178403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1178420.250000 Penalty: 4655.026367
	Iteration 20F: 3 clusters Score -1178420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1178435.750000 Penalty: 4655.026367
	Iteration 21Q: 3 clusters Score -1178436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1178447.375000 Penalty: 4655.026367
	Iteration 22Q: 3 clusters Score -1178447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1178457.625000 Penalty: 4655.026367
	Iteration 23Q: 3 clusters Score -1178458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1178469.125000 Penalty: 4655.026367
	Iteration 24Q: 3 clusters Score -1178469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1178478.750000 Penalty: 4655.026367
	Iteration 25Q: 3 clusters Score -1178479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1178483.625000 Penalty: 4655.026367
	Iteration 26Q: 3 clusters Score -1178484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1178485.250000 Penalty: 4655.026367
	Iteration 27Q: 3 clusters Score -1178485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1178492.500000 Penalty: 4655.026367
	Iteration 28Q: 3 clusters Score -1178492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1178495.875000 Penalty: 4655.026367
	Iteration 29Q: 3 clusters Score -1178496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1178496.875000 Penalty: 4655.026367
	Iteration 30Q: 3 clusters Score -1178497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1178497.375000 Penalty: 4655.026367
	Iteration 31Q: 3 clusters Score -1178497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1178497.375000 Penalty: 4655.026367
	Iteration 32F: 3 clusters Score -1178497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Entering Unmasked Estep 
Score: -8822211.000000 Penalty: 2854.216553
	Iteration 0F: 2 clusters Score -8822211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -8755390.000000 Penalty: 5708.433105
	Iteration 0F: 3 clusters Score -8755390 nChanged 47261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -8782831.000000 Penalty: 5708.433105
	Iteration 1F: 3 clusters Score -8782831 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -8784002.000000 Penalty: 5708.433105
	Iteration 2Q: 3 clusters Score -8784002 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -8785466.000000 Penalty: 5708.433105
	Iteration 3Q: 3 clusters Score -8785466 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -8787011.000000 Penalty: 5708.433105
	Iteration 4Q: 3 clusters Score -8787011 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -8788825.000000 Penalty: 5708.433105
	Iteration 5Q: 3 clusters Score -8788825 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -8790814.000000 Penalty: 5708.433105
	Iteration 6Q: 3 clusters Score -8790814 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -8793141.000000 Penalty: 5708.433105
	Iteration 7Q: 3 clusters Score -8793141 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -8795932.000000 Penalty: 5708.433105
	Iteration 8F: 3 clusters Score -8795932 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -8799196.000000 Penalty: 5708.433105
	Iteration 9F: 3 clusters Score -8799196 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -8802275.000000 Penalty: 5708.433105
	Iteration 10F: 3 clusters Score -8802275 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -8804463.000000 Penalty: 5708.433105
	Iteration 11Q: 3 clusters Score -8804463 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -8805667.000000 Penalty: 5708.433105
	Iteration 12Q: 3 clusters Score -8805667 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -8806372.000000 Penalty: 5708.433105
	Iteration 13Q: 3 clusters Score -8806372 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -8806943.000000 Penalty: 5708.433105
	Iteration 14Q: 3 clusters Score -8806943 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -8807450.000000 Penalty: 5708.433105
	Iteration 15Q: 3 clusters Score -8807450 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8808008.000000 Penalty: 5708.433105
	Iteration 16Q: 3 clusters Score -8808008 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -8808579.000000 Penalty: 5708.433105
	Iteration 17Q: 3 clusters Score -8808579 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -8809167.000000 Penalty: 5708.433105
	Iteration 18Q: 3 clusters Score -8809167 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -8809714.000000 Penalty: 5708.433105
	Iteration 19Q: 3 clusters Score -8809714 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -8810336.000000 Penalty: 5708.433105
	Iteration 20F: 3 clusters Score -8810336 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -8811024.000000 Penalty: 5708.433105
	Iteration 21Q: 3 clusters Score -8811024 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -8811617.000000 Penalty: 5708.433105
	Iteration 22Q: 3 clusters Score -8811617 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -8812186.000000 Penalty: 5708.433105
	Iteration 23Q: 3 clusters Score -8812186 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -8812815.000000 Penalty: 5708.433105
	Iteration 24Q: 3 clusters Score -8812815 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -8813404.000000 Penalty: 5708.433105
	Iteration 25Q: 3 clusters Score -8813404 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -8813933.000000 Penalty: 5708.433105
	Iteration 26Q: 3 clusters Score -8813933 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -8814469.000000 Penalty: 5708.433105
	Iteration 27Q: 3 clusters Score -8814469 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -8815100.000000 Penalty: 5708.433105
	Iteration 28Q: 3 clusters Score -8815100 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
Score: -8815540.000000 Penalty: 5708.433105
	Iteration 29Q: 3 clusters Score -8815540 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -8816031.000000 Penalty: 5708.433105
	Iteration 30Q: 3 clusters Score -8816031 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -8816412.000000 Penalty: 5708.433105
	Iteration 31Q: 3 clusters Score -8816412 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -8816867.000000 Penalty: 5708.433105
	Iteration 32Q: 3 clusters Score -8816867 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -8817263.000000 Penalty: 5708.433105
	Iteration 33Q: 3 clusters Score -8817263 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -8817639.000000 Penalty: 5708.433105
	Iteration 34Q: 3 clusters Score -8817639 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 92964 members 
Entering Unmasked Estep 
Score: -8817974.000000 Penalty: 5708.433105
	Iteration 35Q: 3 clusters Score -8817974 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -8818289.000000 Penalty: 5708.433105
	Iteration 36Q: 3 clusters Score -8818289 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -8818529.000000 Penalty: 5708.433105
	Iteration 37Q: 3 clusters Score -8818529 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -8818698.000000 Penalty: 5708.433105
	Iteration 38Q: 3 clusters Score -8818698 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -8818908.000000 Penalty: 5708.433105
	Iteration 39Q: 3 clusters Score -8818908 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -8819084.000000 Penalty: 5708.433105
	Iteration 40F: 3 clusters Score -8819084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -8819198.000000 Penalty: 5708.433105
	Iteration 41Q: 3 clusters Score -8819198 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -8819368.000000 Penalty: 5708.433105
	Iteration 42Q: 3 clusters Score -8819368 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -8819466.000000 Penalty: 5708.433105
	Iteration 43Q: 3 clusters Score -8819466 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -8819539.000000 Penalty: 5708.433105
	Iteration 44Q: 3 clusters Score -8819539 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -8819619.000000 Penalty: 5708.433105
	Iteration 45Q: 3 clusters Score -8819619 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -8819682.000000 Penalty: 5708.433105
	Iteration 46Q: 3 clusters Score -8819682 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -8819739.000000 Penalty: 5708.433105
	Iteration 47Q: 3 clusters Score -8819739 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -8819764.000000 Penalty: 5708.433105
	Iteration 48Q: 3 clusters Score -8819764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -8819794.000000 Penalty: 5708.433105
	Iteration 49Q: 3 clusters Score -8819794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -8819800.000000 Penalty: 5708.433105
	Iteration 50Q: 3 clusters Score -8819800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -8819820.000000 Penalty: 5708.433105
	Iteration 51Q: 3 clusters Score -8819820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -8819848.000000 Penalty: 5708.433105
	Iteration 52Q: 3 clusters Score -8819848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -8819858.000000 Penalty: 5708.433105
	Iteration 53Q: 3 clusters Score -8819858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -8819887.000000 Penalty: 5708.433105
	Iteration 54Q: 3 clusters Score -8819887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -8819902.000000 Penalty: 5708.433105
	Iteration 55Q: 3 clusters Score -8819902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -8819920.000000 Penalty: 5708.433105
	Iteration 56Q: 3 clusters Score -8819920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -8819950.000000 Penalty: 5708.433105
	Iteration 57Q: 3 clusters Score -8819950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -8819967.000000 Penalty: 5708.433105
	Iteration 58Q: 3 clusters Score -8819967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -8819962.000000 Penalty: 5708.433105
	Iteration 59Q: 3 clusters Score -8819962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -8819979.000000 Penalty: 5708.433105
	Iteration 60F: 3 clusters Score -8819979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -8819984.000000 Penalty: 5708.433105
	Iteration 61Q: 3 clusters Score -8819984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -8819975.000000 Penalty: 5708.433105
	Iteration 62Q: 3 clusters Score -8819975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -8819970.000000 Penalty: 5708.433105
	Iteration 63Q: 3 clusters Score -8819970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -8819987.000000 Penalty: 5708.433105
	Iteration 64Q: 3 clusters Score -8819987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -8819988.000000 Penalty: 5708.433105
	Iteration 65Q: 3 clusters Score -8819988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -8820001.000000 Penalty: 5708.433105
	Iteration 66Q: 3 clusters Score -8820001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -8820007.000000 Penalty: 5708.433105
	Iteration 67Q: 3 clusters Score -8820007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -8820005.000000 Penalty: 5708.433105
	Iteration 68Q: 3 clusters Score -8820005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -8820004.000000 Penalty: 5708.433105
	Iteration 69Q: 3 clusters Score -8820004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -8820010.000000 Penalty: 5708.433105
	Iteration 70Q: 3 clusters Score -8820010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -8820020.000000 Penalty: 5708.433105
	Iteration 71Q: 3 clusters Score -8820020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -8820018.000000 Penalty: 5708.433105
	Iteration 72Q: 3 clusters Score -8820018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -8820018.000000 Penalty: 5708.433105
	Iteration 73Q: 3 clusters Score -8820018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -8820011.000000 Penalty: 5708.433105
	Iteration 74Q: 3 clusters Score -8820011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -8820007.000000 Penalty: 5708.433105
	Iteration 75Q: 3 clusters Score -8820007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -8820006.000000 Penalty: 5708.433105
	Iteration 76Q: 3 clusters Score -8820006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -8820005.000000 Penalty: 5708.433105
	Iteration 77Q: 3 clusters Score -8820005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -8820011.000000 Penalty: 5708.433105
	Iteration 78Q: 3 clusters Score -8820011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -8820012.000000 Penalty: 5708.433105
	Iteration 79Q: 3 clusters Score -8820012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -8820011.000000 Penalty: 5708.433105
	Iteration 80F: 3 clusters Score -8820011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -8820013.000000 Penalty: 5708.433105
	Iteration 81Q: 3 clusters Score -8820013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -8820020.000000 Penalty: 5708.433105
	Iteration 82Q: 3 clusters Score -8820020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -8820032.000000 Penalty: 5708.433105
	Iteration 83Q: 3 clusters Score -8820032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -8820036.000000 Penalty: 5708.433105
	Iteration 84Q: 3 clusters Score -8820036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -8820036.000000 Penalty: 5708.433105
	Iteration 85Q: 3 clusters Score -8820036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -8820026.000000 Penalty: 5708.433105
	Iteration 86Q: 3 clusters Score -8820026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -8820024.000000 Penalty: 5708.433105
	Iteration 87Q: 3 clusters Score -8820024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -8820023.000000 Penalty: 5708.433105
	Iteration 88Q: 3 clusters Score -8820023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -8820031.000000 Penalty: 5708.433105
	Iteration 89Q: 3 clusters Score -8820031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -8820034.000000 Penalty: 5708.433105
	Iteration 90Q: 3 clusters Score -8820034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -8820032.000000 Penalty: 5708.433105
	Iteration 91Q: 3 clusters Score -8820032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -8820043.000000 Penalty: 5708.433105
	Iteration 92Q: 3 clusters Score -8820043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -8820055.000000 Penalty: 5708.433105
	Iteration 93Q: 3 clusters Score -8820055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -8820050.000000 Penalty: 5708.433105
	Iteration 94Q: 3 clusters Score -8820050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -8820052.000000 Penalty: 5708.433105
	Iteration 95Q: 3 clusters Score -8820052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -8820051.000000 Penalty: 5708.433105
	Iteration 96Q: 3 clusters Score -8820051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -8820057.000000 Penalty: 5708.433105
	Iteration 97Q: 3 clusters Score -8820057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -8820059.000000 Penalty: 5708.433105
	Iteration 98Q: 3 clusters Score -8820059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -8820055.000000 Penalty: 5708.433105
	Iteration 99Q: 3 clusters Score -8820055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -8820065.000000 Penalty: 5708.433105
	Iteration 100F: 3 clusters Score -8820065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -8820061.000000 Penalty: 5708.433105
	Iteration 101Q: 3 clusters Score -8820061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -8820068.000000 Penalty: 5708.433105
	Iteration 102Q: 3 clusters Score -8820068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -8820065.000000 Penalty: 5708.433105
	Iteration 103Q: 3 clusters Score -8820065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -8820074.000000 Penalty: 5708.433105
	Iteration 104Q: 3 clusters Score -8820074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -8820065.000000 Penalty: 5708.433105
	Iteration 105Q: 3 clusters Score -8820065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -8820061.000000 Penalty: 5708.433105
	Iteration 106Q: 3 clusters Score -8820061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -8820057.000000 Penalty: 5708.433105
	Iteration 107Q: 3 clusters Score -8820057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -8820070.000000 Penalty: 5708.433105
	Iteration 108Q: 3 clusters Score -8820070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -8820067.000000 Penalty: 5708.433105
	Iteration 109Q: 3 clusters Score -8820067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -8820067.000000 Penalty: 5708.433105
	Iteration 110Q: 3 clusters Score -8820067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -8820067.000000 Penalty: 5708.433105
	Iteration 111F: 3 clusters Score -8820067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Entering Unmasked Estep 
Score: -1293705.000000 Penalty: 2346.448975
	Iteration 0F: 2 clusters Score -1293705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1284219.750000 Penalty: 4692.897949
	Iteration 0F: 3 clusters Score -1284220 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1287024.375000 Penalty: 4692.897949
	Iteration 1F: 3 clusters Score -1287024 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1287378.625000 Penalty: 4692.897949
	Iteration 2F: 3 clusters Score -1287379 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1287658.375000 Penalty: 4692.897949
	Iteration 3F: 3 clusters Score -1287658 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1287924.625000 Penalty: 4692.897949
	Iteration 4Q: 3 clusters Score -1287925 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1288198.250000 Penalty: 4692.897949
	Iteration 5Q: 3 clusters Score -1288198 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1288524.375000 Penalty: 4692.897949
	Iteration 6Q: 3 clusters Score -1288524 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1288966.125000 Penalty: 4692.897949
	Iteration 7F: 3 clusters Score -1288966 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1289488.250000 Penalty: 4692.897949
	Iteration 8F: 3 clusters Score -1289488 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1290057.625000 Penalty: 4692.897949
	Iteration 9F: 3 clusters Score -1290058 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1290534.125000 Penalty: 4692.897949
	Iteration 10Q: 3 clusters Score -1290534 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1290897.375000 Penalty: 4692.897949
	Iteration 11Q: 3 clusters Score -1290897 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1291169.000000 Penalty: 4692.897949
	Iteration 12Q: 3 clusters Score -1291169 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1291326.375000 Penalty: 4692.897949
	Iteration 13Q: 3 clusters Score -1291326 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1291415.250000 Penalty: 4692.897949
	Iteration 14Q: 3 clusters Score -1291415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1291475.875000 Penalty: 4692.897949
	Iteration 15Q: 3 clusters Score -1291476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1291526.250000 Penalty: 4692.897949
	Iteration 16Q: 3 clusters Score -1291526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1291556.125000 Penalty: 4692.897949
	Iteration 17Q: 3 clusters Score -1291556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1291577.000000 Penalty: 4692.897949
	Iteration 18Q: 3 clusters Score -1291577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1291597.250000 Penalty: 4692.897949
	Iteration 19Q: 3 clusters Score -1291597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1291615.000000 Penalty: 4692.897949
	Iteration 20F: 3 clusters Score -1291615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1291635.750000 Penalty: 4692.897949
	Iteration 21Q: 3 clusters Score -1291636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1291651.000000 Penalty: 4692.897949
	Iteration 22Q: 3 clusters Score -1291651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1291657.750000 Penalty: 4692.897949
	Iteration 23Q: 3 clusters Score -1291658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1291662.500000 Penalty: 4692.897949
	Iteration 24Q: 3 clusters Score -1291662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1291666.125000 Penalty: 4692.897949
	Iteration 25Q: 3 clusters Score -1291666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1291671.875000 Penalty: 4692.897949
	Iteration 26Q: 3 clusters Score -1291672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1291680.875000 Penalty: 4692.897949
	Iteration 27Q: 3 clusters Score -1291681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1291685.625000 Penalty: 4692.897949
	Iteration 28Q: 3 clusters Score -1291686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1291688.625000 Penalty: 4692.897949
	Iteration 29Q: 3 clusters Score -1291689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1291690.375000 Penalty: 4692.897949
	Iteration 30Q: 3 clusters Score -1291690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1291692.375000 Penalty: 4692.897949
	Iteration 31Q: 3 clusters Score -1291692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1291696.000000 Penalty: 4692.897949
	Iteration 32Q: 3 clusters Score -1291696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1291696.250000 Penalty: 4692.897949
	Iteration 33Q: 3 clusters Score -1291696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1291695.750000 Penalty: 4692.897949
	Iteration 34Q: 3 clusters Score -1291696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1291695.750000 Penalty: 4692.897949
	Iteration 35F: 3 clusters Score -1291696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -104923.617188 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -104923.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -102862.148438 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -102862.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -103197.375000 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -103197.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103296.507812 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -103296.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -103350.023438 Penalty: 3501.996338
	Iteration 3Q: 3 clusters Score -103350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103371.054688 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -103371.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103380.898438 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -103380.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103395.320312 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -103395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -103414.476562 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -103414.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -103441.570312 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -103441.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -103496.015625 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -103496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -103544.312500 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -103544.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103585.078125 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -103585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -103608.890625 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -103608.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -103632.312500 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -103632.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -103654.375000 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -103654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -103668.625000 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -103668.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -103685.179688 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -103685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103696.695312 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -103696.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103709.445312 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -103709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -103723.460938 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -103723.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -103738.968750 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -103739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -103754.054688 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -103754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -103773.726562 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -103773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -103790.281250 Penalty: 3501.996338
	Iteration 23Q: 3 clusters Score -103790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -103798.695312 Penalty: 3501.996338
	Iteration 24Q: 3 clusters Score -103798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -103804.679688 Penalty: 3501.996338
	Iteration 25Q: 3 clusters Score -103804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -103809.562500 Penalty: 3501.996338
	Iteration 26Q: 3 clusters Score -103809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103810.992188 Penalty: 3501.996338
	Iteration 27Q: 3 clusters Score -103811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -103811.789062 Penalty: 3501.996338
	Iteration 28Q: 3 clusters Score -103811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -103811.789062 Penalty: 3501.996338
	Iteration 29F: 3 clusters Score -103811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -244088.890625 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -244088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -241096.203125 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -241096.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -241800.343750 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -241800.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -242017.234375 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -242017.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242166.281250 Penalty: 3912.613770
	Iteration 3F: 3 clusters Score -242166.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242296.437500 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -242296.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242388.187500 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -242388.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -242469.375000 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -242469.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242552.453125 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -242552.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242600.484375 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -242600.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242648.781250 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -242648.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -242681.250000 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -242681.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -242703.078125 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -242703.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -242728.437500 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -242728.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -242744.390625 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -242744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -242753.796875 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -242753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -242759.531250 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -242759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -242768.750000 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -242768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242774.109375 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -242774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242779.765625 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -242779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242781.968750 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -242782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242783.109375 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -242783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -242784.328125 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -242784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -242786.468750 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -242786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242786.937500 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -242786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242787.218750 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -242787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242787.218750 Penalty: 3912.613770
	Iteration 25F: 3 clusters Score -242787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -374404.531250 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -374404.5 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 1958 members 
Entering Unmasked Estep 
Score: -370608.812500 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -370608.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -371481.250000 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -371481.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -371710.343750 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -371710.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -371878.843750 Penalty: 4102.180176
	Iteration 3F: 3 clusters Score -371878.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -372035.156250 Penalty: 4102.180176
	Iteration 4Q: 3 clusters Score -372035.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -372177.562500 Penalty: 4102.180176
	Iteration 5Q: 3 clusters Score -372177.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -372306.281250 Penalty: 4102.180176
	Iteration 6Q: 3 clusters Score -372306.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -372411.437500 Penalty: 4102.180176
	Iteration 7Q: 3 clusters Score -372411.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -372496.562500 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -372496.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -372554.531250 Penalty: 4102.180176
	Iteration 9Q: 3 clusters Score -372554.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -372607.031250 Penalty: 4102.180176
	Iteration 10Q: 3 clusters Score -372607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -372637.281250 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -372637.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -372652.093750 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -372652.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -372670.531250 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -372670.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -372687.593750 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -372687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -372699.031250 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -372699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -372706.625000 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -372706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -372713.468750 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -372713.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -372716.625000 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -372716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -372719.656250 Penalty: 4102.180176
	Iteration 19Q: 3 clusters Score -372719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -372721.593750 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -372721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372723.156250 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -372723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372723.937500 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -372723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372725.406250 Penalty: 4102.180176
	Iteration 23Q: 3 clusters Score -372725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -372726.156250 Penalty: 4102.180176
	Iteration 24Q: 3 clusters Score -372726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372727.437500 Penalty: 4102.180176
	Iteration 25Q: 3 clusters Score -372727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372728.781250 Penalty: 4102.180176
	Iteration 26Q: 3 clusters Score -372728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372729.718750 Penalty: 4102.180176
	Iteration 27Q: 3 clusters Score -372729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -372730.687500 Penalty: 4102.180176
	Iteration 28Q: 3 clusters Score -372730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -372730.687500 Penalty: 4102.180176
	Iteration 29Q: 3 clusters Score -372730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -372731.406250 Penalty: 4102.180176
	Iteration 30Q: 3 clusters Score -372731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -372731.812500 Penalty: 4102.180176
	Iteration 31Q: 3 clusters Score -372731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -372733.625000 Penalty: 4102.180176
	Iteration 32Q: 3 clusters Score -372733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -372734.812500 Penalty: 4102.180176
	Iteration 33Q: 3 clusters Score -372734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -372736.250000 Penalty: 4102.180176
	Iteration 34Q: 3 clusters Score -372736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -372736.250000 Penalty: 4102.180176
	Iteration 35F: 3 clusters Score -372736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -256977.625000 Penalty: 1980.653198
	Iteration 0F: 2 clusters Score -256977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -253800.125000 Penalty: 3961.306396
	Iteration 0F: 3 clusters Score -253800.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -254659.812500 Penalty: 3961.306396
	Iteration 1F: 3 clusters Score -254659.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -255051.968750 Penalty: 3961.306396
	Iteration 2F: 3 clusters Score -255052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -255273.968750 Penalty: 3961.306396
	Iteration 3F: 3 clusters Score -255274 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -255469.203125 Penalty: 3961.306396
	Iteration 4F: 3 clusters Score -255469.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -255647.593750 Penalty: 3961.306396
	Iteration 5Q: 3 clusters Score -255647.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255818.265625 Penalty: 3961.306396
	Iteration 6Q: 3 clusters Score -255818.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -255968.218750 Penalty: 3961.306396
	Iteration 7Q: 3 clusters Score -255968.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -256110.000000 Penalty: 3961.306396
	Iteration 8Q: 3 clusters Score -256110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -256235.375000 Penalty: 3961.306396
	Iteration 9Q: 3 clusters Score -256235.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -256305.421875 Penalty: 3961.306396
	Iteration 10Q: 3 clusters Score -256305.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -256352.093750 Penalty: 3961.306396
	Iteration 11Q: 3 clusters Score -256352.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -256380.234375 Penalty: 3961.306396
	Iteration 12Q: 3 clusters Score -256380.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -256390.984375 Penalty: 3961.306396
	Iteration 13Q: 3 clusters Score -256391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -256399.921875 Penalty: 3961.306396
	Iteration 14Q: 3 clusters Score -256399.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -256407.937500 Penalty: 3961.306396
	Iteration 15Q: 3 clusters Score -256407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -256418.843750 Penalty: 3961.306396
	Iteration 16Q: 3 clusters Score -256418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -256424.250000 Penalty: 3961.306396
	Iteration 17Q: 3 clusters Score -256424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -256430.875000 Penalty: 3961.306396
	Iteration 18Q: 3 clusters Score -256430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -256434.203125 Penalty: 3961.306396
	Iteration 19Q: 3 clusters Score -256434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -256435.109375 Penalty: 3961.306396
	Iteration 20F: 3 clusters Score -256435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -256437.031250 Penalty: 3961.306396
	Iteration 21Q: 3 clusters Score -256437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -256438.921875 Penalty: 3961.306396
	Iteration 22Q: 3 clusters Score -256438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -256440.390625 Penalty: 3961.306396
	Iteration 23Q: 3 clusters Score -256440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -256441.250000 Penalty: 3961.306396
	Iteration 24Q: 3 clusters Score -256441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -256441.250000 Penalty: 3961.306396
	Iteration 25F: 3 clusters Score -256441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -507430.968750 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -507431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -502817.562500 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -502817.6 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -503897.218750 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -503897.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -504093.718750 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -504093.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -504221.656250 Penalty: 4240.919922
	Iteration 3Q: 3 clusters Score -504221.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -504315.687500 Penalty: 4240.919922
	Iteration 4Q: 3 clusters Score -504315.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -504394.375000 Penalty: 4240.919922
	Iteration 5Q: 3 clusters Score -504394.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -504469.187500 Penalty: 4240.919922
	Iteration 6Q: 3 clusters Score -504469.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -504540.875000 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -504540.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -504616.468750 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -504616.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -504724.906250 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -504724.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -504847.562500 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -504847.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -504980.875000 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -504980.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -505085.312500 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -505085.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -505175.750000 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -505175.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -505250.000000 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -505250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -505321.343750 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -505321.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -505385.156250 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -505385.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -505461.500000 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -505461.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -505539.093750 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -505539.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -505599.156250 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -505599.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -505652.406250 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -505652.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -505706.531250 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -505706.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -505778.968750 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -505779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -505835.218750 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -505835.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -505890.218750 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -505890.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -505926.031250 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -505926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -505957.937500 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -505957.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -505973.156250 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -505973.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -505995.187500 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -505995.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -506017.812500 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -506017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -506031.843750 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -506031.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -506045.406250 Penalty: 4240.919922
	Iteration 31Q: 3 clusters Score -506045.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -506052.656250 Penalty: 4240.919922
	Iteration 32Q: 3 clusters Score -506052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -506059.937500 Penalty: 4240.919922
	Iteration 33Q: 3 clusters Score -506059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -506067.062500 Penalty: 4240.919922
	Iteration 34Q: 3 clusters Score -506067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -506068.187500 Penalty: 4240.919922
	Iteration 35Q: 3 clusters Score -506068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -506070.031250 Penalty: 4240.919922
	Iteration 36Q: 3 clusters Score -506070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -506070.406250 Penalty: 4240.919922
	Iteration 37Q: 3 clusters Score -506070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -506071.187500 Penalty: 4240.919922
	Iteration 38Q: 3 clusters Score -506071.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -506071.187500 Penalty: 4240.919922
	Iteration 39F: 3 clusters Score -506071.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -1092373.625000 Penalty: 2303.480225
	Iteration 0F: 2 clusters Score -1092374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1084247.875000 Penalty: 4606.960449
	Iteration 0F: 3 clusters Score -1084248 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1086685.625000 Penalty: 4606.960449
	Iteration 1F: 3 clusters Score -1086686 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1087101.250000 Penalty: 4606.960449
	Iteration 2F: 3 clusters Score -1087101 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1087448.750000 Penalty: 4606.960449
	Iteration 3F: 3 clusters Score -1087449 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1087764.875000 Penalty: 4606.960449
	Iteration 4F: 3 clusters Score -1087765 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1088061.500000 Penalty: 4606.960449
	Iteration 5Q: 3 clusters Score -1088062 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1088318.250000 Penalty: 4606.960449
	Iteration 6Q: 3 clusters Score -1088318 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1088569.875000 Penalty: 4606.960449
	Iteration 7Q: 3 clusters Score -1088570 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1088835.875000 Penalty: 4606.960449
	Iteration 8Q: 3 clusters Score -1088836 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1089123.000000 Penalty: 4606.960449
	Iteration 9Q: 3 clusters Score -1089123 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1089374.125000 Penalty: 4606.960449
	Iteration 10Q: 3 clusters Score -1089374 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1089625.625000 Penalty: 4606.960449
	Iteration 11Q: 3 clusters Score -1089626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1089865.000000 Penalty: 4606.960449
	Iteration 12Q: 3 clusters Score -1089865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1090050.250000 Penalty: 4606.960449
	Iteration 13Q: 3 clusters Score -1090050 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1090179.250000 Penalty: 4606.960449
	Iteration 14Q: 3 clusters Score -1090179 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1090280.750000 Penalty: 4606.960449
	Iteration 15Q: 3 clusters Score -1090281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1090356.500000 Penalty: 4606.960449
	Iteration 16Q: 3 clusters Score -1090356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1090423.875000 Penalty: 4606.960449
	Iteration 17Q: 3 clusters Score -1090424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1090464.250000 Penalty: 4606.960449
	Iteration 18Q: 3 clusters Score -1090464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1090491.625000 Penalty: 4606.960449
	Iteration 19Q: 3 clusters Score -1090492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1090515.375000 Penalty: 4606.960449
	Iteration 20F: 3 clusters Score -1090515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1090530.625000 Penalty: 4606.960449
	Iteration 21Q: 3 clusters Score -1090531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1090545.750000 Penalty: 4606.960449
	Iteration 22Q: 3 clusters Score -1090546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1090562.500000 Penalty: 4606.960449
	Iteration 23Q: 3 clusters Score -1090562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1090566.875000 Penalty: 4606.960449
	Iteration 24Q: 3 clusters Score -1090567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1090573.500000 Penalty: 4606.960449
	Iteration 25Q: 3 clusters Score -1090574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1090577.250000 Penalty: 4606.960449
	Iteration 26Q: 3 clusters Score -1090577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1090580.875000 Penalty: 4606.960449
	Iteration 27Q: 3 clusters Score -1090581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1090580.750000 Penalty: 4606.960449
	Iteration 28Q: 3 clusters Score -1090581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1090583.000000 Penalty: 4606.960449
	Iteration 29Q: 3 clusters Score -1090583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1090582.875000 Penalty: 4606.960449
	Iteration 30Q: 3 clusters Score -1090583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1090582.750000 Penalty: 4606.960449
	Iteration 31Q: 3 clusters Score -1090583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1090583.000000 Penalty: 4606.960449
	Iteration 32Q: 3 clusters Score -1090583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1090582.750000 Penalty: 4606.960449
	Iteration 33Q: 3 clusters Score -1090583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1090584.375000 Penalty: 4606.960449
	Iteration 34Q: 3 clusters Score -1090584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1090584.375000 Penalty: 4606.960449
	Iteration 35F: 3 clusters Score -1090584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (85337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Entering Unmasked Estep 
Score: -8323961.500000 Penalty: 2815.882080
	Iteration 0F: 2 clusters Score -8323962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -8266842.000000 Penalty: 5631.764160
	Iteration 0F: 3 clusters Score -8266842 nChanged 40216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -8289363.000000 Penalty: 5631.764160
	Iteration 1F: 3 clusters Score -8289363 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -8289877.500000 Penalty: 5631.764160
	Iteration 2Q: 3 clusters Score -8289878 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8290492.000000 Penalty: 5631.764160
	Iteration 3Q: 3 clusters Score -8290492 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8291057.000000 Penalty: 5631.764160
	Iteration 4Q: 3 clusters Score -8291057 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -8291834.000000 Penalty: 5631.764160
	Iteration 5Q: 3 clusters Score -8291834 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -8292890.000000 Penalty: 5631.764160
	Iteration 6Q: 3 clusters Score -8292890 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -8294664.000000 Penalty: 5631.764160
	Iteration 7Q: 3 clusters Score -8294664 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -8297595.500000 Penalty: 5631.764160
	Iteration 8F: 3 clusters Score -8297596 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -8302229.000000 Penalty: 5631.764160
	Iteration 9F: 3 clusters Score -8302229 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -8308566.500000 Penalty: 5631.764160
	Iteration 10F: 3 clusters Score -8308566 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -8314878.500000 Penalty: 5631.764160
	Iteration 11F: 3 clusters Score -8314878 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8318956.000000 Penalty: 5631.764160
	Iteration 12Q: 3 clusters Score -8318956 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8320591.500000 Penalty: 5631.764160
	Iteration 13Q: 3 clusters Score -8320592 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8321132.000000 Penalty: 5631.764160
	Iteration 14Q: 3 clusters Score -8321132 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8321320.000000 Penalty: 5631.764160
	Iteration 15Q: 3 clusters Score -8321320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8321408.500000 Penalty: 5631.764160
	Iteration 16Q: 3 clusters Score -8321408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8321444.500000 Penalty: 5631.764160
	Iteration 17Q: 3 clusters Score -8321444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8321466.000000 Penalty: 5631.764160
	Iteration 18Q: 3 clusters Score -8321466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8321487.000000 Penalty: 5631.764160
	Iteration 19Q: 3 clusters Score -8321487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8321492.500000 Penalty: 5631.764160
	Iteration 20F: 3 clusters Score -8321492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8321505.500000 Penalty: 5631.764160
	Iteration 21Q: 3 clusters Score -8321506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8321524.000000 Penalty: 5631.764160
	Iteration 22Q: 3 clusters Score -8321524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8321524.000000 Penalty: 5631.764160
	Iteration 23Q: 3 clusters Score -8321524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8321525.500000 Penalty: 5631.764160
	Iteration 24Q: 3 clusters Score -8321526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8321535.000000 Penalty: 5631.764160
	Iteration 25Q: 3 clusters Score -8321535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8321542.000000 Penalty: 5631.764160
	Iteration 26Q: 3 clusters Score -8321542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8321541.000000 Penalty: 5631.764160
	Iteration 27Q: 3 clusters Score -8321541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8321541.000000 Penalty: 5631.764160
	Iteration 28F: 3 clusters Score -8321541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -290893.968750 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -290894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287625.625000 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -287625.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288295.218750 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -288295.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -288460.718750 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -288460.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -288535.437500 Penalty: 3981.628174
	Iteration 3Q: 3 clusters Score -288535.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -288580.906250 Penalty: 3981.628174
	Iteration 4Q: 3 clusters Score -288580.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -288607.062500 Penalty: 3981.628174
	Iteration 5Q: 3 clusters Score -288607.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -288629.187500 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -288629.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288654.937500 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -288654.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -288684.187500 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -288684.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -288702.562500 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -288702.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -288720.656250 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -288720.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288737.062500 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -288737.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -288754.937500 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -288754.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -288769.843750 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -288769.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288788.843750 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -288788.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -288802.906250 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -288802.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288814.156250 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -288814.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288823.875000 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -288823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -288829.562500 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -288829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288836.968750 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -288837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -288841.468750 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -288841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -288845.375000 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -288845.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -288849.218750 Penalty: 3981.628174
	Iteration 22Q: 3 clusters Score -288849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288856.000000 Penalty: 3981.628174
	Iteration 23Q: 3 clusters Score -288856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288859.218750 Penalty: 3981.628174
	Iteration 24Q: 3 clusters Score -288859.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288866.125000 Penalty: 3981.628174
	Iteration 25Q: 3 clusters Score -288866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288870.625000 Penalty: 3981.628174
	Iteration 26Q: 3 clusters Score -288870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288876.062500 Penalty: 3981.628174
	Iteration 27Q: 3 clusters Score -288876.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -288883.375000 Penalty: 3981.628174
	Iteration 28Q: 3 clusters Score -288883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -288891.093750 Penalty: 3981.628174
	Iteration 29Q: 3 clusters Score -288891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -288899.250000 Penalty: 3981.628174
	Iteration 30Q: 3 clusters Score -288899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -288902.093750 Penalty: 3981.628174
	Iteration 31Q: 3 clusters Score -288902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -288906.281250 Penalty: 3981.628174
	Iteration 32Q: 3 clusters Score -288906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288909.937500 Penalty: 3981.628174
	Iteration 33Q: 3 clusters Score -288909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288916.875000 Penalty: 3981.628174
	Iteration 34Q: 3 clusters Score -288916.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -288925.312500 Penalty: 3981.628174
	Iteration 35Q: 3 clusters Score -288925.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288934.531250 Penalty: 3981.628174
	Iteration 36Q: 3 clusters Score -288934.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288941.593750 Penalty: 3981.628174
	Iteration 37Q: 3 clusters Score -288941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288949.468750 Penalty: 3981.628174
	Iteration 38Q: 3 clusters Score -288949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288956.093750 Penalty: 3981.628174
	Iteration 39Q: 3 clusters Score -288956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288960.312500 Penalty: 3981.628174
	Iteration 40F: 3 clusters Score -288960.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -288964.312500 Penalty: 3981.628174
	Iteration 41Q: 3 clusters Score -288964.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288968.250000 Penalty: 3981.628174
	Iteration 42Q: 3 clusters Score -288968.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288976.625000 Penalty: 3981.628174
	Iteration 43Q: 3 clusters Score -288976.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288986.562500 Penalty: 3981.628174
	Iteration 44Q: 3 clusters Score -288986.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288995.906250 Penalty: 3981.628174
	Iteration 45Q: 3 clusters Score -288995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289001.500000 Penalty: 3981.628174
	Iteration 46Q: 3 clusters Score -289001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289008.968750 Penalty: 3981.628174
	Iteration 47Q: 3 clusters Score -289009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289014.937500 Penalty: 3981.628174
	Iteration 48Q: 3 clusters Score -289014.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289021.875000 Penalty: 3981.628174
	Iteration 49Q: 3 clusters Score -289021.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289025.156250 Penalty: 3981.628174
	Iteration 50Q: 3 clusters Score -289025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289026.281250 Penalty: 3981.628174
	Iteration 51Q: 3 clusters Score -289026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289027.843750 Penalty: 3981.628174
	Iteration 52Q: 3 clusters Score -289027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289030.593750 Penalty: 3981.628174
	Iteration 53Q: 3 clusters Score -289030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289033.250000 Penalty: 3981.628174
	Iteration 54Q: 3 clusters Score -289033.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289036.312500 Penalty: 3981.628174
	Iteration 55Q: 3 clusters Score -289036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289038.843750 Penalty: 3981.628174
	Iteration 56Q: 3 clusters Score -289038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -289041.906250 Penalty: 3981.628174
	Iteration 57Q: 3 clusters Score -289041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -289048.531250 Penalty: 3981.628174
	Iteration 58Q: 3 clusters Score -289048.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289055.562500 Penalty: 3981.628174
	Iteration 59Q: 3 clusters Score -289055.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -289064.531250 Penalty: 3981.628174
	Iteration 60F: 3 clusters Score -289064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -289075.906250 Penalty: 3981.628174
	Iteration 61Q: 3 clusters Score -289075.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289087.468750 Penalty: 3981.628174
	Iteration 62Q: 3 clusters Score -289087.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -289096.031250 Penalty: 3981.628174
	Iteration 63Q: 3 clusters Score -289096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -289101.406250 Penalty: 3981.628174
	Iteration 64Q: 3 clusters Score -289101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -289104.468750 Penalty: 3981.628174
	Iteration 65Q: 3 clusters Score -289104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -289107.281250 Penalty: 3981.628174
	Iteration 66Q: 3 clusters Score -289107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289108.562500 Penalty: 3981.628174
	Iteration 67Q: 3 clusters Score -289108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289110.406250 Penalty: 3981.628174
	Iteration 68Q: 3 clusters Score -289110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -289111.500000 Penalty: 3981.628174
	Iteration 69Q: 3 clusters Score -289111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -289113.125000 Penalty: 3981.628174
	Iteration 70Q: 3 clusters Score -289113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289113.218750 Penalty: 3981.628174
	Iteration 71Q: 3 clusters Score -289113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -289114.437500 Penalty: 3981.628174
	Iteration 72Q: 3 clusters Score -289114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -289114.843750 Penalty: 3981.628174
	Iteration 73Q: 3 clusters Score -289114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -289115.968750 Penalty: 3981.628174
	Iteration 74Q: 3 clusters Score -289116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -289117.875000 Penalty: 3981.628174
	Iteration 75Q: 3 clusters Score -289117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -289121.812500 Penalty: 3981.628174
	Iteration 76Q: 3 clusters Score -289121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -289126.593750 Penalty: 3981.628174
	Iteration 77Q: 3 clusters Score -289126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -289129.968750 Penalty: 3981.628174
	Iteration 78Q: 3 clusters Score -289130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289131.781250 Penalty: 3981.628174
	Iteration 79Q: 3 clusters Score -289131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289132.656250 Penalty: 3981.628174
	Iteration 80F: 3 clusters Score -289132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289135.093750 Penalty: 3981.628174
	Iteration 81Q: 3 clusters Score -289135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289135.937500 Penalty: 3981.628174
	Iteration 82Q: 3 clusters Score -289135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289135.937500 Penalty: 3981.628174
	Iteration 83F: 3 clusters Score -289135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -103688.125000 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -103688.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101639.335938 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -101639.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101984.921875 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -101984.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -102107.218750 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -102107.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102164.281250 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -102164.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102191.250000 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -102191.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102219.031250 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -102219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102231.679688 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -102231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102237.828125 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -102237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102246.187500 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -102246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102249.117188 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -102249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102252.742188 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -102252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102258.570312 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -102258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -102261.429688 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -102261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -102264.296875 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -102264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -102265.328125 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -102265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102266.710938 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -102266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102267.289062 Penalty: 3483.784424
	Iteration 16Q: 3 clusters Score -102267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102268.679688 Penalty: 3483.784424
	Iteration 17Q: 3 clusters Score -102268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102269.828125 Penalty: 3483.784424
	Iteration 18Q: 3 clusters Score -102269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -102270.289062 Penalty: 3483.784424
	Iteration 19Q: 3 clusters Score -102270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -102271.867188 Penalty: 3483.784424
	Iteration 20F: 3 clusters Score -102271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -356994.468750 Penalty: 2038.459839
	Iteration 0F: 2 clusters Score -356994.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -353231.312500 Penalty: 4076.919678
	Iteration 0F: 3 clusters Score -353231.3 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -354067.375000 Penalty: 4076.919678
	Iteration 1F: 3 clusters Score -354067.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -354292.156250 Penalty: 4076.919678
	Iteration 2F: 3 clusters Score -354292.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -354436.750000 Penalty: 4076.919678
	Iteration 3F: 3 clusters Score -354436.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -354556.687500 Penalty: 4076.919678
	Iteration 4Q: 3 clusters Score -354556.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -354668.406250 Penalty: 4076.919678
	Iteration 5Q: 3 clusters Score -354668.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -354783.343750 Penalty: 4076.919678
	Iteration 6Q: 3 clusters Score -354783.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -354881.531250 Penalty: 4076.919678
	Iteration 7Q: 3 clusters Score -354881.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -354968.687500 Penalty: 4076.919678
	Iteration 8Q: 3 clusters Score -354968.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -355054.031250 Penalty: 4076.919678
	Iteration 9Q: 3 clusters Score -355054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -355125.468750 Penalty: 4076.919678
	Iteration 10Q: 3 clusters Score -355125.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -355183.500000 Penalty: 4076.919678
	Iteration 11Q: 3 clusters Score -355183.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -355241.093750 Penalty: 4076.919678
	Iteration 12Q: 3 clusters Score -355241.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -355285.968750 Penalty: 4076.919678
	Iteration 13Q: 3 clusters Score -355286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -355315.375000 Penalty: 4076.919678
	Iteration 14Q: 3 clusters Score -355315.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -355345.437500 Penalty: 4076.919678
	Iteration 15Q: 3 clusters Score -355345.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -355375.812500 Penalty: 4076.919678
	Iteration 16Q: 3 clusters Score -355375.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -355395.062500 Penalty: 4076.919678
	Iteration 17Q: 3 clusters Score -355395.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -355409.875000 Penalty: 4076.919678
	Iteration 18Q: 3 clusters Score -355409.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -355425.187500 Penalty: 4076.919678
	Iteration 19Q: 3 clusters Score -355425.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -355439.062500 Penalty: 4076.919678
	Iteration 20F: 3 clusters Score -355439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -355448.937500 Penalty: 4076.919678
	Iteration 21Q: 3 clusters Score -355448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -355452.281250 Penalty: 4076.919678
	Iteration 22Q: 3 clusters Score -355452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -355456.218750 Penalty: 4076.919678
	Iteration 23Q: 3 clusters Score -355456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -355459.375000 Penalty: 4076.919678
	Iteration 24Q: 3 clusters Score -355459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -355462.250000 Penalty: 4076.919678
	Iteration 25Q: 3 clusters Score -355462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -355465.562500 Penalty: 4076.919678
	Iteration 26Q: 3 clusters Score -355465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -355467.937500 Penalty: 4076.919678
	Iteration 27Q: 3 clusters Score -355467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -355472.281250 Penalty: 4076.919678
	Iteration 28Q: 3 clusters Score -355472.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -355477.843750 Penalty: 4076.919678
	Iteration 29Q: 3 clusters Score -355477.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -355483.875000 Penalty: 4076.919678
	Iteration 30Q: 3 clusters Score -355483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -355489.937500 Penalty: 4076.919678
	Iteration 31Q: 3 clusters Score -355489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -355498.437500 Penalty: 4076.919678
	Iteration 32Q: 3 clusters Score -355498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -355506.656250 Penalty: 4076.919678
	Iteration 33Q: 3 clusters Score -355506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -355510.250000 Penalty: 4076.919678
	Iteration 34Q: 3 clusters Score -355510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -355512.375000 Penalty: 4076.919678
	Iteration 35Q: 3 clusters Score -355512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -355514.781250 Penalty: 4076.919678
	Iteration 36Q: 3 clusters Score -355514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -355515.406250 Penalty: 4076.919678
	Iteration 37Q: 3 clusters Score -355515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -355517.875000 Penalty: 4076.919678
	Iteration 38Q: 3 clusters Score -355517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -355518.031250 Penalty: 4076.919678
	Iteration 39Q: 3 clusters Score -355518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -355519.750000 Penalty: 4076.919678
	Iteration 40F: 3 clusters Score -355519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -355520.656250 Penalty: 4076.919678
	Iteration 41Q: 3 clusters Score -355520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -355521.406250 Penalty: 4076.919678
	Iteration 42Q: 3 clusters Score -355521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -355521.406250 Penalty: 4076.919678
	Iteration 43F: 3 clusters Score -355521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -573820.500000 Penalty: 2195.602783
	Iteration 0F: 2 clusters Score -573820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -568007.875000 Penalty: 4391.205566
	Iteration 0F: 3 clusters Score -568007.9 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -569735.875000 Penalty: 4391.205566
	Iteration 1F: 3 clusters Score -569735.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -570244.250000 Penalty: 4391.205566
	Iteration 2F: 3 clusters Score -570244.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -570675.125000 Penalty: 4391.205566
	Iteration 3F: 3 clusters Score -570675.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -571018.312500 Penalty: 4391.205566
	Iteration 4F: 3 clusters Score -571018.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -571287.125000 Penalty: 4391.205566
	Iteration 5F: 3 clusters Score -571287.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -571502.375000 Penalty: 4391.205566
	Iteration 6Q: 3 clusters Score -571502.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -571690.625000 Penalty: 4391.205566
	Iteration 7Q: 3 clusters Score -571690.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -571839.000000 Penalty: 4391.205566
	Iteration 8Q: 3 clusters Score -571839 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -571949.437500 Penalty: 4391.205566
	Iteration 9Q: 3 clusters Score -571949.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -572032.687500 Penalty: 4391.205566
	Iteration 10Q: 3 clusters Score -572032.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -572089.062500 Penalty: 4391.205566
	Iteration 11Q: 3 clusters Score -572089.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -572128.812500 Penalty: 4391.205566
	Iteration 12Q: 3 clusters Score -572128.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -572163.500000 Penalty: 4391.205566
	Iteration 13Q: 3 clusters Score -572163.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -572188.500000 Penalty: 4391.205566
	Iteration 14Q: 3 clusters Score -572188.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -572215.250000 Penalty: 4391.205566
	Iteration 15Q: 3 clusters Score -572215.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -572239.500000 Penalty: 4391.205566
	Iteration 16Q: 3 clusters Score -572239.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -572260.812500 Penalty: 4391.205566
	Iteration 17Q: 3 clusters Score -572260.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -572278.312500 Penalty: 4391.205566
	Iteration 18Q: 3 clusters Score -572278.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -572287.812500 Penalty: 4391.205566
	Iteration 19Q: 3 clusters Score -572287.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -572297.187500 Penalty: 4391.205566
	Iteration 20F: 3 clusters Score -572297.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -572307.125000 Penalty: 4391.205566
	Iteration 21Q: 3 clusters Score -572307.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -572319.125000 Penalty: 4391.205566
	Iteration 22Q: 3 clusters Score -572319.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -572332.812500 Penalty: 4391.205566
	Iteration 23Q: 3 clusters Score -572332.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -572341.750000 Penalty: 4391.205566
	Iteration 24Q: 3 clusters Score -572341.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -572351.750000 Penalty: 4391.205566
	Iteration 25Q: 3 clusters Score -572351.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -572358.500000 Penalty: 4391.205566
	Iteration 26Q: 3 clusters Score -572358.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -572366.625000 Penalty: 4391.205566
	Iteration 27Q: 3 clusters Score -572366.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -572374.500000 Penalty: 4391.205566
	Iteration 28Q: 3 clusters Score -572374.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -572381.875000 Penalty: 4391.205566
	Iteration 29Q: 3 clusters Score -572381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -572392.937500 Penalty: 4391.205566
	Iteration 30Q: 3 clusters Score -572392.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -572401.062500 Penalty: 4391.205566
	Iteration 31Q: 3 clusters Score -572401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -572408.062500 Penalty: 4391.205566
	Iteration 32Q: 3 clusters Score -572408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -572411.937500 Penalty: 4391.205566
	Iteration 33Q: 3 clusters Score -572411.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -572417.500000 Penalty: 4391.205566
	Iteration 34Q: 3 clusters Score -572417.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -572421.875000 Penalty: 4391.205566
	Iteration 35Q: 3 clusters Score -572421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -572425.750000 Penalty: 4391.205566
	Iteration 36Q: 3 clusters Score -572425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -572428.937500 Penalty: 4391.205566
	Iteration 37Q: 3 clusters Score -572428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -572430.750000 Penalty: 4391.205566
	Iteration 38Q: 3 clusters Score -572430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -572432.875000 Penalty: 4391.205566
	Iteration 39Q: 3 clusters Score -572432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -572432.437500 Penalty: 4391.205566
	Iteration 40F: 3 clusters Score -572432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -572434.000000 Penalty: 4391.205566
	Iteration 41Q: 3 clusters Score -572434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -572433.062500 Penalty: 4391.205566
	Iteration 42Q: 3 clusters Score -572433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -572433.062500 Penalty: 4391.205566
	Iteration 43F: 3 clusters Score -572433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -313945.093750 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -313945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -310472.531250 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -310472.5 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -311202.156250 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -311202.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -311371.031250 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -311371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -311480.000000 Penalty: 4017.529785
	Iteration 3Q: 3 clusters Score -311480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -311567.687500 Penalty: 4017.529785
	Iteration 4Q: 3 clusters Score -311567.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -311637.625000 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -311637.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -311694.781250 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -311694.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -311753.593750 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -311753.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -311809.937500 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -311809.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -311868.687500 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -311868.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -311920.156250 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -311920.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -311974.187500 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -311974.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -312030.687500 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -312030.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -312092.500000 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -312092.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -312139.906250 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -312139.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -312178.062500 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -312178.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -312215.593750 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -312215.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -312255.343750 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -312255.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -312286.687500 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -312286.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -312318.375000 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -312318.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -312370.062500 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -312370.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -312429.375000 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -312429.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -312497.375000 Penalty: 4017.529785
	Iteration 22Q: 3 clusters Score -312497.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -312630.937500 Penalty: 4017.529785
	Iteration 23Q: 3 clusters Score -312630.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -312868.750000 Penalty: 4017.529785
	Iteration 24Q: 3 clusters Score -312868.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -313092.187500 Penalty: 4017.529785
	Iteration 25Q: 3 clusters Score -313092.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -313261.906250 Penalty: 4017.529785
	Iteration 26Q: 3 clusters Score -313261.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -313430.968750 Penalty: 4017.529785
	Iteration 27Q: 3 clusters Score -313431 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -313657.000000 Penalty: 4017.529785
	Iteration 28Q: 3 clusters Score -313657 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -313817.718750 Penalty: 4017.529785
	Iteration 29Q: 3 clusters Score -313817.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -313922.437500 Penalty: 4017.529785
	Iteration 30Q: 3 clusters Score -313922.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -313971.375000 Penalty: 4017.529785
	Iteration 31Q: 3 clusters Score -313971.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313989.875000 Penalty: 4017.529785
	Iteration 32Q: 3 clusters Score -313989.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -313998.625000 Penalty: 4017.529785
	Iteration 33Q: 3 clusters Score -313998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -314009.500000 Penalty: 4017.529785
	Iteration 34Q: 3 clusters Score -314009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -314011.562500 Penalty: 4017.529785
	Iteration 35Q: 3 clusters Score -314011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -314012.468750 Penalty: 4017.529785
	Iteration 36Q: 3 clusters Score -314012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314013.281250 Penalty: 4017.529785
	Iteration 37Q: 3 clusters Score -314013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314013.281250 Penalty: 4017.529785
	Iteration 38F: 3 clusters Score -314013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76144 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 115998 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99602 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85337 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40106 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 17805 members 
Mstep: Class 36 contains 5163 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 50160 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9176 members 
Mstep: Class 47 contains 10040 members 
Mstep: Class 48 contains 56757 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8779 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4486 members 
Mstep: Class 58 contains 6676 members 
Mstep: Class 59 contains 1789 members 
Entering Unmasked Estep 
Score: -84123672.000000 Penalty: 200791.921875
Splitting cluster 29 changes total score from -84124928.000000 to -84123672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -339731.093750 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -339731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -336132.093750 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -336132.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -337040.375000 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -337040.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -337524.531250 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -337524.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337963.968750 Penalty: 4055.350586
	Iteration 3F: 3 clusters Score -337964 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -338363.875000 Penalty: 4055.350586
	Iteration 4F: 3 clusters Score -338363.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -338613.218750 Penalty: 4055.350586
	Iteration 5F: 3 clusters Score -338613.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -338739.906250 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -338739.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -338799.937500 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -338799.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338824.156250 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -338824.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -338842.562500 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -338842.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -338854.156250 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -338854.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -338859.468750 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -338859.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -338861.875000 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -338861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -338862.468750 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -338862.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -338862.468750 Penalty: 4055.350586
	Iteration 14F: 3 clusters Score -338862.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Entering Unmasked Estep 
Score: -3926165.000000 Penalty: 2628.621826
	Iteration 0F: 2 clusters Score -3926165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3898998.250000 Penalty: 5257.243652
	Iteration 0F: 3 clusters Score -3898998 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3908899.000000 Penalty: 5257.243652
	Iteration 1F: 3 clusters Score -3908899 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3909559.500000 Penalty: 5257.243652
	Iteration 2Q: 3 clusters Score -3909560 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3910390.750000 Penalty: 5257.243652
	Iteration 3Q: 3 clusters Score -3910391 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3911560.250000 Penalty: 5257.243652
	Iteration 4F: 3 clusters Score -3911560 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3913194.750000 Penalty: 5257.243652
	Iteration 5F: 3 clusters Score -3913195 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3915100.000000 Penalty: 5257.243652
	Iteration 6F: 3 clusters Score -3915100 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3917214.500000 Penalty: 5257.243652
	Iteration 7F: 3 clusters Score -3917214 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3919147.750000 Penalty: 5257.243652
	Iteration 8F: 3 clusters Score -3919148 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3920631.500000 Penalty: 5257.243652
	Iteration 9Q: 3 clusters Score -3920632 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3921741.250000 Penalty: 5257.243652
	Iteration 10Q: 3 clusters Score -3921741 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3922538.500000 Penalty: 5257.243652
	Iteration 11Q: 3 clusters Score -3922538 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3923053.750000 Penalty: 5257.243652
	Iteration 12Q: 3 clusters Score -3923054 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3923369.500000 Penalty: 5257.243652
	Iteration 13Q: 3 clusters Score -3923370 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3923541.500000 Penalty: 5257.243652
	Iteration 14Q: 3 clusters Score -3923542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3923620.250000 Penalty: 5257.243652
	Iteration 15Q: 3 clusters Score -3923620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3923688.000000 Penalty: 5257.243652
	Iteration 16Q: 3 clusters Score -3923688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3923742.250000 Penalty: 5257.243652
	Iteration 17Q: 3 clusters Score -3923742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3923782.250000 Penalty: 5257.243652
	Iteration 18Q: 3 clusters Score -3923782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3923807.000000 Penalty: 5257.243652
	Iteration 19Q: 3 clusters Score -3923807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3923835.250000 Penalty: 5257.243652
	Iteration 20F: 3 clusters Score -3923835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3923848.250000 Penalty: 5257.243652
	Iteration 21Q: 3 clusters Score -3923848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3923849.750000 Penalty: 5257.243652
	Iteration 22Q: 3 clusters Score -3923850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3923863.250000 Penalty: 5257.243652
	Iteration 23Q: 3 clusters Score -3923863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3923872.500000 Penalty: 5257.243652
	Iteration 24Q: 3 clusters Score -3923872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3923880.000000 Penalty: 5257.243652
	Iteration 25Q: 3 clusters Score -3923880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3923887.500000 Penalty: 5257.243652
	Iteration 26Q: 3 clusters Score -3923888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3923889.250000 Penalty: 5257.243652
	Iteration 27Q: 3 clusters Score -3923889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3923890.000000 Penalty: 5257.243652
	Iteration 28Q: 3 clusters Score -3923890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3923889.750000 Penalty: 5257.243652
	Iteration 29Q: 3 clusters Score -3923890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3923893.500000 Penalty: 5257.243652
	Iteration 30Q: 3 clusters Score -3923894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3923892.000000 Penalty: 5257.243652
	Iteration 31Q: 3 clusters Score -3923892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3923897.500000 Penalty: 5257.243652
	Iteration 32Q: 3 clusters Score -3923898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3923900.750000 Penalty: 5257.243652
	Iteration 33Q: 3 clusters Score -3923901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3923907.250000 Penalty: 5257.243652
	Iteration 34Q: 3 clusters Score -3923907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3923906.750000 Penalty: 5257.243652
	Iteration 35Q: 3 clusters Score -3923907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3923913.750000 Penalty: 5257.243652
	Iteration 36Q: 3 clusters Score -3923914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3923917.000000 Penalty: 5257.243652
	Iteration 37Q: 3 clusters Score -3923917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3923915.250000 Penalty: 5257.243652
	Iteration 38Q: 3 clusters Score -3923915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3923919.500000 Penalty: 5257.243652
	Iteration 39Q: 3 clusters Score -3923920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3923919.500000 Penalty: 5257.243652
	Iteration 40F: 3 clusters Score -3923920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -74764.117188 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -74764.12 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 378 members 
Entering Unmasked Estep 
Score: -72963.789062 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -72963.79 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73261.835938 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -73261.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73409.890625 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -73409.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73519.953125 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -73519.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73663.257812 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -73663.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73823.585938 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -73823.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74019.578125 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -74019.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74224.953125 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -74224.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74332.703125 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -74332.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74411.984375 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -74411.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74556.992188 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -74556.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74790.429688 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -74790.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75360.257812 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -75360.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75569.164062 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -75569.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75569.164062 Penalty: 3341.535645
	Iteration 14F: 3 clusters Score -75569.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76144 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 115998 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99602 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85337 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40106 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 17805 members 
Mstep: Class 36 contains 5163 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 50160 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9176 members 
Mstep: Class 47 contains 10040 members 
Mstep: Class 48 contains 56757 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8779 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4486 members 
Mstep: Class 58 contains 6676 members 
Mstep: Class 59 contains 397 members 
Entering Unmasked Estep 
Score: -84124152.000000 Penalty: 200791.921875
Splitting cluster 32 changes total score from -84124928.000000 to -84124152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Entering Unmasked Estep 
Score: -1600602.625000 Penalty: 2397.244385
	Iteration 0F: 2 clusters Score -1600603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1589205.000000 Penalty: 4794.488770
	Iteration 0F: 3 clusters Score -1589205 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1592834.750000 Penalty: 4794.488770
	Iteration 1F: 3 clusters Score -1592835 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1593185.375000 Penalty: 4794.488770
	Iteration 2F: 3 clusters Score -1593185 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1593431.125000 Penalty: 4794.488770
	Iteration 3Q: 3 clusters Score -1593431 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1593621.250000 Penalty: 4794.488770
	Iteration 4Q: 3 clusters Score -1593621 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1593778.750000 Penalty: 4794.488770
	Iteration 5Q: 3 clusters Score -1593779 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1593916.750000 Penalty: 4794.488770
	Iteration 6Q: 3 clusters Score -1593917 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1594062.250000 Penalty: 4794.488770
	Iteration 7Q: 3 clusters Score -1594062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1594235.500000 Penalty: 4794.488770
	Iteration 8Q: 3 clusters Score -1594236 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1594469.250000 Penalty: 4794.488770
	Iteration 9Q: 3 clusters Score -1594469 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1594762.375000 Penalty: 4794.488770
	Iteration 10Q: 3 clusters Score -1594762 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1595140.125000 Penalty: 4794.488770
	Iteration 11Q: 3 clusters Score -1595140 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1595653.625000 Penalty: 4794.488770
	Iteration 12Q: 3 clusters Score -1595654 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1596257.375000 Penalty: 4794.488770
	Iteration 13F: 3 clusters Score -1596257 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1596865.125000 Penalty: 4794.488770
	Iteration 14Q: 3 clusters Score -1596865 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1597394.875000 Penalty: 4794.488770
	Iteration 15Q: 3 clusters Score -1597395 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1597792.750000 Penalty: 4794.488770
	Iteration 16Q: 3 clusters Score -1597793 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1598036.000000 Penalty: 4794.488770
	Iteration 17Q: 3 clusters Score -1598036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1598183.125000 Penalty: 4794.488770
	Iteration 18Q: 3 clusters Score -1598183 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1598280.500000 Penalty: 4794.488770
	Iteration 19Q: 3 clusters Score -1598280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1598332.625000 Penalty: 4794.488770
	Iteration 20F: 3 clusters Score -1598333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1598363.000000 Penalty: 4794.488770
	Iteration 21Q: 3 clusters Score -1598363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1598388.625000 Penalty: 4794.488770
	Iteration 22Q: 3 clusters Score -1598389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1598412.375000 Penalty: 4794.488770
	Iteration 23Q: 3 clusters Score -1598412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1598430.250000 Penalty: 4794.488770
	Iteration 24Q: 3 clusters Score -1598430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1598442.375000 Penalty: 4794.488770
	Iteration 25Q: 3 clusters Score -1598442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1598451.375000 Penalty: 4794.488770
	Iteration 26Q: 3 clusters Score -1598451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1598459.625000 Penalty: 4794.488770
	Iteration 27Q: 3 clusters Score -1598460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1598470.125000 Penalty: 4794.488770
	Iteration 28Q: 3 clusters Score -1598470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1598478.375000 Penalty: 4794.488770
	Iteration 29Q: 3 clusters Score -1598478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1598487.000000 Penalty: 4794.488770
	Iteration 30Q: 3 clusters Score -1598487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1598491.125000 Penalty: 4794.488770
	Iteration 31Q: 3 clusters Score -1598491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1598495.750000 Penalty: 4794.488770
	Iteration 32Q: 3 clusters Score -1598496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1598495.750000 Penalty: 4794.488770
	Iteration 33F: 3 clusters Score -1598496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Entering Unmasked Estep 
Score: -1107547.250000 Penalty: 2308.993408
	Iteration 0F: 2 clusters Score -1107547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1099189.875000 Penalty: 4617.986816
	Iteration 0F: 3 clusters Score -1099190 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1101622.375000 Penalty: 4617.986816
	Iteration 1F: 3 clusters Score -1101622 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1101910.375000 Penalty: 4617.986816
	Iteration 2F: 3 clusters Score -1101910 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1102095.750000 Penalty: 4617.986816
	Iteration 3Q: 3 clusters Score -1102096 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1102229.250000 Penalty: 4617.986816
	Iteration 4Q: 3 clusters Score -1102229 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1102346.625000 Penalty: 4617.986816
	Iteration 5Q: 3 clusters Score -1102347 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1102478.125000 Penalty: 4617.986816
	Iteration 6Q: 3 clusters Score -1102478 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1102633.000000 Penalty: 4617.986816
	Iteration 7Q: 3 clusters Score -1102633 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1102797.500000 Penalty: 4617.986816
	Iteration 8Q: 3 clusters Score -1102798 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1103007.625000 Penalty: 4617.986816
	Iteration 9Q: 3 clusters Score -1103008 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1103233.250000 Penalty: 4617.986816
	Iteration 10Q: 3 clusters Score -1103233 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1103492.375000 Penalty: 4617.986816
	Iteration 11Q: 3 clusters Score -1103492 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1103765.500000 Penalty: 4617.986816
	Iteration 12Q: 3 clusters Score -1103766 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1104102.125000 Penalty: 4617.986816
	Iteration 13Q: 3 clusters Score -1104102 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1104400.750000 Penalty: 4617.986816
	Iteration 14Q: 3 clusters Score -1104401 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1104646.250000 Penalty: 4617.986816
	Iteration 15Q: 3 clusters Score -1104646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1104825.500000 Penalty: 4617.986816
	Iteration 16Q: 3 clusters Score -1104826 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1104939.000000 Penalty: 4617.986816
	Iteration 17Q: 3 clusters Score -1104939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1105003.375000 Penalty: 4617.986816
	Iteration 18Q: 3 clusters Score -1105003 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1105057.500000 Penalty: 4617.986816
	Iteration 19Q: 3 clusters Score -1105058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1105101.625000 Penalty: 4617.986816
	Iteration 20F: 3 clusters Score -1105102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1105132.125000 Penalty: 4617.986816
	Iteration 21Q: 3 clusters Score -1105132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1105151.625000 Penalty: 4617.986816
	Iteration 22Q: 3 clusters Score -1105152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1105163.875000 Penalty: 4617.986816
	Iteration 23Q: 3 clusters Score -1105164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1105188.750000 Penalty: 4617.986816
	Iteration 24Q: 3 clusters Score -1105189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1105203.500000 Penalty: 4617.986816
	Iteration 25Q: 3 clusters Score -1105204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1105224.125000 Penalty: 4617.986816
	Iteration 26Q: 3 clusters Score -1105224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1105235.375000 Penalty: 4617.986816
	Iteration 27Q: 3 clusters Score -1105235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1105249.625000 Penalty: 4617.986816
	Iteration 28Q: 3 clusters Score -1105250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1105258.750000 Penalty: 4617.986816
	Iteration 29Q: 3 clusters Score -1105259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1105264.875000 Penalty: 4617.986816
	Iteration 30Q: 3 clusters Score -1105265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1105271.625000 Penalty: 4617.986816
	Iteration 31Q: 3 clusters Score -1105272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1105278.250000 Penalty: 4617.986816
	Iteration 32Q: 3 clusters Score -1105278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1105283.500000 Penalty: 4617.986816
	Iteration 33Q: 3 clusters Score -1105284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1105286.875000 Penalty: 4617.986816
	Iteration 34Q: 3 clusters Score -1105287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1105286.000000 Penalty: 4617.986816
	Iteration 35Q: 3 clusters Score -1105286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1105290.500000 Penalty: 4617.986816
	Iteration 36Q: 3 clusters Score -1105290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1105289.875000 Penalty: 4617.986816
	Iteration 37Q: 3 clusters Score -1105290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1105290.625000 Penalty: 4617.986816
	Iteration 38Q: 3 clusters Score -1105291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1105292.875000 Penalty: 4617.986816
	Iteration 39Q: 3 clusters Score -1105293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1105295.625000 Penalty: 4617.986816
	Iteration 40F: 3 clusters Score -1105296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1105296.375000 Penalty: 4617.986816
	Iteration 41Q: 3 clusters Score -1105296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1105295.750000 Penalty: 4617.986816
	Iteration 42Q: 3 clusters Score -1105296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1105301.625000 Penalty: 4617.986816
	Iteration 43Q: 3 clusters Score -1105302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1105301.125000 Penalty: 4617.986816
	Iteration 44Q: 3 clusters Score -1105301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1105306.875000 Penalty: 4617.986816
	Iteration 45Q: 3 clusters Score -1105307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1105312.750000 Penalty: 4617.986816
	Iteration 46Q: 3 clusters Score -1105313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1105316.375000 Penalty: 4617.986816
	Iteration 47Q: 3 clusters Score -1105316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1105320.875000 Penalty: 4617.986816
	Iteration 48Q: 3 clusters Score -1105321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1105325.000000 Penalty: 4617.986816
	Iteration 49Q: 3 clusters Score -1105325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1105328.750000 Penalty: 4617.986816
	Iteration 50Q: 3 clusters Score -1105329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1105338.125000 Penalty: 4617.986816
	Iteration 51Q: 3 clusters Score -1105338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1105344.500000 Penalty: 4617.986816
	Iteration 52Q: 3 clusters Score -1105344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1105352.625000 Penalty: 4617.986816
	Iteration 53Q: 3 clusters Score -1105353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1105353.500000 Penalty: 4617.986816
	Iteration 54Q: 3 clusters Score -1105354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1105355.375000 Penalty: 4617.986816
	Iteration 55Q: 3 clusters Score -1105355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1105363.375000 Penalty: 4617.986816
	Iteration 56Q: 3 clusters Score -1105363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1105363.750000 Penalty: 4617.986816
	Iteration 57Q: 3 clusters Score -1105364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1105366.500000 Penalty: 4617.986816
	Iteration 58Q: 3 clusters Score -1105366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1105369.500000 Penalty: 4617.986816
	Iteration 59Q: 3 clusters Score -1105370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1105371.750000 Penalty: 4617.986816
	Iteration 60F: 3 clusters Score -1105372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1105376.000000 Penalty: 4617.986816
	Iteration 61Q: 3 clusters Score -1105376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1105373.250000 Penalty: 4617.986816
	Iteration 62Q: 3 clusters Score -1105373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1105378.000000 Penalty: 4617.986816
	Iteration 63Q: 3 clusters Score -1105378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1105380.250000 Penalty: 4617.986816
	Iteration 64Q: 3 clusters Score -1105380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1105382.250000 Penalty: 4617.986816
	Iteration 65Q: 3 clusters Score -1105382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1105384.125000 Penalty: 4617.986816
	Iteration 66Q: 3 clusters Score -1105384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1105386.875000 Penalty: 4617.986816
	Iteration 67Q: 3 clusters Score -1105387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1105387.000000 Penalty: 4617.986816
	Iteration 68Q: 3 clusters Score -1105387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1105387.500000 Penalty: 4617.986816
	Iteration 69Q: 3 clusters Score -1105388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1105391.750000 Penalty: 4617.986816
	Iteration 70Q: 3 clusters Score -1105392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1105390.875000 Penalty: 4617.986816
	Iteration 71Q: 3 clusters Score -1105391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1105391.125000 Penalty: 4617.986816
	Iteration 72Q: 3 clusters Score -1105391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1105391.125000 Penalty: 4617.986816
	Iteration 73F: 3 clusters Score -1105391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Entering Unmasked Estep 
Score: -1584565.250000 Penalty: 2427.234131
	Iteration 0F: 2 clusters Score -1584565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1571894.625000 Penalty: 4854.468262
	Iteration 0F: 3 clusters Score -1571895 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1576428.000000 Penalty: 4854.468262
	Iteration 1F: 3 clusters Score -1576428 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1577126.875000 Penalty: 4854.468262
	Iteration 2F: 3 clusters Score -1577127 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1577860.500000 Penalty: 4854.468262
	Iteration 3F: 3 clusters Score -1577860 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1578622.750000 Penalty: 4854.468262
	Iteration 4F: 3 clusters Score -1578623 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1579346.750000 Penalty: 4854.468262
	Iteration 5F: 3 clusters Score -1579347 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1580117.125000 Penalty: 4854.468262
	Iteration 6F: 3 clusters Score -1580117 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1580845.625000 Penalty: 4854.468262
	Iteration 7F: 3 clusters Score -1580846 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1581431.250000 Penalty: 4854.468262
	Iteration 8Q: 3 clusters Score -1581431 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1581836.250000 Penalty: 4854.468262
	Iteration 9Q: 3 clusters Score -1581836 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1582175.000000 Penalty: 4854.468262
	Iteration 10Q: 3 clusters Score -1582175 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1582451.625000 Penalty: 4854.468262
	Iteration 11Q: 3 clusters Score -1582452 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1582685.625000 Penalty: 4854.468262
	Iteration 12Q: 3 clusters Score -1582686 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1582934.375000 Penalty: 4854.468262
	Iteration 13Q: 3 clusters Score -1582934 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1583118.750000 Penalty: 4854.468262
	Iteration 14Q: 3 clusters Score -1583119 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1583275.750000 Penalty: 4854.468262
	Iteration 15Q: 3 clusters Score -1583276 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1583386.000000 Penalty: 4854.468262
	Iteration 16Q: 3 clusters Score -1583386 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1583483.500000 Penalty: 4854.468262
	Iteration 17Q: 3 clusters Score -1583484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1583590.625000 Penalty: 4854.468262
	Iteration 18Q: 3 clusters Score -1583591 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1583679.250000 Penalty: 4854.468262
	Iteration 19Q: 3 clusters Score -1583679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1583744.875000 Penalty: 4854.468262
	Iteration 20F: 3 clusters Score -1583745 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1583800.875000 Penalty: 4854.468262
	Iteration 21Q: 3 clusters Score -1583801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1583849.375000 Penalty: 4854.468262
	Iteration 22Q: 3 clusters Score -1583849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1583881.750000 Penalty: 4854.468262
	Iteration 23Q: 3 clusters Score -1583882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1583897.750000 Penalty: 4854.468262
	Iteration 24Q: 3 clusters Score -1583898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1583914.250000 Penalty: 4854.468262
	Iteration 25Q: 3 clusters Score -1583914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1583919.125000 Penalty: 4854.468262
	Iteration 26Q: 3 clusters Score -1583919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1583932.625000 Penalty: 4854.468262
	Iteration 27Q: 3 clusters Score -1583933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1583938.375000 Penalty: 4854.468262
	Iteration 28Q: 3 clusters Score -1583938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1583944.500000 Penalty: 4854.468262
	Iteration 29Q: 3 clusters Score -1583944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1583955.000000 Penalty: 4854.468262
	Iteration 30Q: 3 clusters Score -1583955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1583956.125000 Penalty: 4854.468262
	Iteration 31Q: 3 clusters Score -1583956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1583959.625000 Penalty: 4854.468262
	Iteration 32Q: 3 clusters Score -1583960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1583958.750000 Penalty: 4854.468262
	Iteration 33Q: 3 clusters Score -1583959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1583962.125000 Penalty: 4854.468262
	Iteration 34Q: 3 clusters Score -1583962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1583964.625000 Penalty: 4854.468262
	Iteration 35Q: 3 clusters Score -1583965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1583969.000000 Penalty: 4854.468262
	Iteration 36Q: 3 clusters Score -1583969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1583964.625000 Penalty: 4854.468262
	Iteration 37Q: 3 clusters Score -1583965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1583966.875000 Penalty: 4854.468262
	Iteration 38Q: 3 clusters Score -1583967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1583969.625000 Penalty: 4854.468262
	Iteration 39Q: 3 clusters Score -1583970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1583971.250000 Penalty: 4854.468262
	Iteration 40F: 3 clusters Score -1583971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1583975.875000 Penalty: 4854.468262
	Iteration 41Q: 3 clusters Score -1583976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1583974.500000 Penalty: 4854.468262
	Iteration 42Q: 3 clusters Score -1583974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1583973.750000 Penalty: 4854.468262
	Iteration 43Q: 3 clusters Score -1583974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1583972.000000 Penalty: 4854.468262
	Iteration 44Q: 3 clusters Score -1583972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1583974.750000 Penalty: 4854.468262
	Iteration 45Q: 3 clusters Score -1583975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1583974.750000 Penalty: 4854.468262
	Iteration 46F: 3 clusters Score -1583975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -446308.218750 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -446308.2 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 2589 members 
Entering Unmasked Estep 
Score: -441690.812500 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -441690.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -442949.718750 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -442949.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -443272.562500 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -443272.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -443513.968750 Penalty: 4240.439453
	Iteration 3F: 3 clusters Score -443514 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -443705.250000 Penalty: 4240.439453
	Iteration 4F: 3 clusters Score -443705.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -443925.718750 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -443925.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -444109.593750 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -444109.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -444246.281250 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -444246.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -444372.250000 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -444372.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -444501.687500 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -444501.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -444622.781250 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -444622.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -444723.531250 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -444723.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -444801.781250 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -444801.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -444862.906250 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -444862.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -444924.562500 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -444924.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -444971.281250 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -444971.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -445019.406250 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -445019.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -445059.468750 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -445059.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -445099.281250 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -445099.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -445137.812500 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -445137.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -445180.375000 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -445180.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -445221.750000 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -445221.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -445268.218750 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -445268.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -445309.125000 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -445309.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -445340.343750 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -445340.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -445376.218750 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -445376.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -445415.687500 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -445415.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -445463.375000 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -445463.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -445502.343750 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -445502.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -445533.281250 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -445533.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -445564.000000 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -445564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -445597.281250 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -445597.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -445622.937500 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -445622.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -445645.031250 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -445645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -445667.250000 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -445667.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -445683.906250 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -445683.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -445700.625000 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -445700.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -445710.156250 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -445710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -445715.531250 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -445715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -445718.312500 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -445718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -445720.687500 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -445720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -445720.250000 Penalty: 4240.439453
	Iteration 41Q: 3 clusters Score -445720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -445721.593750 Penalty: 4240.439453
	Iteration 42Q: 3 clusters Score -445721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -445723.093750 Penalty: 4240.439453
	Iteration 43Q: 3 clusters Score -445723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -445723.968750 Penalty: 4240.439453
	Iteration 44Q: 3 clusters Score -445724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -445723.812500 Penalty: 4240.439453
	Iteration 45Q: 3 clusters Score -445723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -445724.312500 Penalty: 4240.439453
	Iteration 46Q: 3 clusters Score -445724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -445724.312500 Penalty: 4240.439453
	Iteration 47F: 3 clusters Score -445724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -783823.812500 Penalty: 2251.727783
	Iteration 0F: 2 clusters Score -783823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -776990.062500 Penalty: 4503.455566
	Iteration 0F: 3 clusters Score -776990.1 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -779134.937500 Penalty: 4503.455566
	Iteration 1F: 3 clusters Score -779134.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -779670.812500 Penalty: 4503.455566
	Iteration 2F: 3 clusters Score -779670.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -780082.625000 Penalty: 4503.455566
	Iteration 3F: 3 clusters Score -780082.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -780400.187500 Penalty: 4503.455566
	Iteration 4F: 3 clusters Score -780400.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -780662.812500 Penalty: 4503.455566
	Iteration 5Q: 3 clusters Score -780662.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -780865.062500 Penalty: 4503.455566
	Iteration 6Q: 3 clusters Score -780865.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -781031.250000 Penalty: 4503.455566
	Iteration 7Q: 3 clusters Score -781031.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -781168.687500 Penalty: 4503.455566
	Iteration 8Q: 3 clusters Score -781168.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -781299.312500 Penalty: 4503.455566
	Iteration 9Q: 3 clusters Score -781299.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -781442.750000 Penalty: 4503.455566
	Iteration 10Q: 3 clusters Score -781442.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -781582.875000 Penalty: 4503.455566
	Iteration 11Q: 3 clusters Score -781582.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -781739.937500 Penalty: 4503.455566
	Iteration 12Q: 3 clusters Score -781739.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -781926.687500 Penalty: 4503.455566
	Iteration 13Q: 3 clusters Score -781926.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -782105.875000 Penalty: 4503.455566
	Iteration 14Q: 3 clusters Score -782105.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -782247.562500 Penalty: 4503.455566
	Iteration 15Q: 3 clusters Score -782247.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -782381.062500 Penalty: 4503.455566
	Iteration 16Q: 3 clusters Score -782381.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -782465.000000 Penalty: 4503.455566
	Iteration 17Q: 3 clusters Score -782465 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -782521.437500 Penalty: 4503.455566
	Iteration 18Q: 3 clusters Score -782521.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -782565.625000 Penalty: 4503.455566
	Iteration 19Q: 3 clusters Score -782565.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -782603.875000 Penalty: 4503.455566
	Iteration 20F: 3 clusters Score -782603.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -782630.687500 Penalty: 4503.455566
	Iteration 21Q: 3 clusters Score -782630.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -782655.625000 Penalty: 4503.455566
	Iteration 22Q: 3 clusters Score -782655.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -782674.625000 Penalty: 4503.455566
	Iteration 23Q: 3 clusters Score -782674.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -782687.125000 Penalty: 4503.455566
	Iteration 24Q: 3 clusters Score -782687.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -782697.312500 Penalty: 4503.455566
	Iteration 25Q: 3 clusters Score -782697.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -782705.437500 Penalty: 4503.455566
	Iteration 26Q: 3 clusters Score -782705.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -782712.875000 Penalty: 4503.455566
	Iteration 27Q: 3 clusters Score -782712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -782714.562500 Penalty: 4503.455566
	Iteration 28Q: 3 clusters Score -782714.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -782717.250000 Penalty: 4503.455566
	Iteration 29Q: 3 clusters Score -782717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -782719.000000 Penalty: 4503.455566
	Iteration 30Q: 3 clusters Score -782719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -782722.062500 Penalty: 4503.455566
	Iteration 31Q: 3 clusters Score -782722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -782724.875000 Penalty: 4503.455566
	Iteration 32Q: 3 clusters Score -782724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -782727.625000 Penalty: 4503.455566
	Iteration 33Q: 3 clusters Score -782727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -782727.437500 Penalty: 4503.455566
	Iteration 34Q: 3 clusters Score -782727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -782727.312500 Penalty: 4503.455566
	Iteration 35Q: 3 clusters Score -782727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -782728.875000 Penalty: 4503.455566
	Iteration 36Q: 3 clusters Score -782728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -782729.875000 Penalty: 4503.455566
	Iteration 37Q: 3 clusters Score -782729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -782732.250000 Penalty: 4503.455566
	Iteration 38Q: 3 clusters Score -782732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -782733.125000 Penalty: 4503.455566
	Iteration 39Q: 3 clusters Score -782733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -782735.500000 Penalty: 4503.455566
	Iteration 40F: 3 clusters Score -782735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -782736.125000 Penalty: 4503.455566
	Iteration 41Q: 3 clusters Score -782736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -782740.312500 Penalty: 4503.455566
	Iteration 42Q: 3 clusters Score -782740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -782741.875000 Penalty: 4503.455566
	Iteration 43Q: 3 clusters Score -782741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -782741.187500 Penalty: 4503.455566
	Iteration 44Q: 3 clusters Score -782741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -782745.750000 Penalty: 4503.455566
	Iteration 45Q: 3 clusters Score -782745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -782746.687500 Penalty: 4503.455566
	Iteration 46Q: 3 clusters Score -782746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -782747.500000 Penalty: 4503.455566
	Iteration 47Q: 3 clusters Score -782747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -782747.625000 Penalty: 4503.455566
	Iteration 48Q: 3 clusters Score -782747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -782748.187500 Penalty: 4503.455566
	Iteration 49Q: 3 clusters Score -782748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -782751.312500 Penalty: 4503.455566
	Iteration 50Q: 3 clusters Score -782751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -782754.687500 Penalty: 4503.455566
	Iteration 51Q: 3 clusters Score -782754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -782757.312500 Penalty: 4503.455566
	Iteration 52Q: 3 clusters Score -782757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -782760.562500 Penalty: 4503.455566
	Iteration 53Q: 3 clusters Score -782760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -782764.125000 Penalty: 4503.455566
	Iteration 54Q: 3 clusters Score -782764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -782767.125000 Penalty: 4503.455566
	Iteration 55Q: 3 clusters Score -782767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -782770.500000 Penalty: 4503.455566
	Iteration 56Q: 3 clusters Score -782770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -782771.375000 Penalty: 4503.455566
	Iteration 57Q: 3 clusters Score -782771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -782772.000000 Penalty: 4503.455566
	Iteration 58Q: 3 clusters Score -782772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -782774.000000 Penalty: 4503.455566
	Iteration 59Q: 3 clusters Score -782774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -782778.312500 Penalty: 4503.455566
	Iteration 60F: 3 clusters Score -782778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -782780.250000 Penalty: 4503.455566
	Iteration 61Q: 3 clusters Score -782780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -782781.312500 Penalty: 4503.455566
	Iteration 62Q: 3 clusters Score -782781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -782781.125000 Penalty: 4503.455566
	Iteration 63Q: 3 clusters Score -782781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -782784.062500 Penalty: 4503.455566
	Iteration 64Q: 3 clusters Score -782784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -782784.687500 Penalty: 4503.455566
	Iteration 65Q: 3 clusters Score -782784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -782784.875000 Penalty: 4503.455566
	Iteration 66Q: 3 clusters Score -782784.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -782784.875000 Penalty: 4503.455566
	Iteration 67F: 3 clusters Score -782784.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (29052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Entering Unmasked Estep 
Score: -2795421.000000 Penalty: 2548.656982
	Iteration 0F: 2 clusters Score -2795421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2775531.000000 Penalty: 5097.313965
	Iteration 0F: 3 clusters Score -2775531 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2782613.500000 Penalty: 5097.313965
	Iteration 1F: 3 clusters Score -2782614 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2783171.750000 Penalty: 5097.313965
	Iteration 2F: 3 clusters Score -2783172 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2783697.250000 Penalty: 5097.313965
	Iteration 3Q: 3 clusters Score -2783697 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2784264.750000 Penalty: 5097.313965
	Iteration 4Q: 3 clusters Score -2784265 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2785060.000000 Penalty: 5097.313965
	Iteration 5F: 3 clusters Score -2785060 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2786250.000000 Penalty: 5097.313965
	Iteration 6F: 3 clusters Score -2786250 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2787685.750000 Penalty: 5097.313965
	Iteration 7F: 3 clusters Score -2787686 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2789157.000000 Penalty: 5097.313965
	Iteration 8F: 3 clusters Score -2789157 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2790254.000000 Penalty: 5097.313965
	Iteration 9F: 3 clusters Score -2790254 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2791070.000000 Penalty: 5097.313965
	Iteration 10Q: 3 clusters Score -2791070 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2791793.250000 Penalty: 5097.313965
	Iteration 11Q: 3 clusters Score -2791793 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2792392.500000 Penalty: 5097.313965
	Iteration 12Q: 3 clusters Score -2792392 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2792799.000000 Penalty: 5097.313965
	Iteration 13Q: 3 clusters Score -2792799 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2793165.750000 Penalty: 5097.313965
	Iteration 14Q: 3 clusters Score -2793166 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2793430.000000 Penalty: 5097.313965
	Iteration 15Q: 3 clusters Score -2793430 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2793616.000000 Penalty: 5097.313965
	Iteration 16Q: 3 clusters Score -2793616 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2793739.500000 Penalty: 5097.313965
	Iteration 17Q: 3 clusters Score -2793740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2793841.250000 Penalty: 5097.313965
	Iteration 18Q: 3 clusters Score -2793841 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2793960.000000 Penalty: 5097.313965
	Iteration 19Q: 3 clusters Score -2793960 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -2794059.750000 Penalty: 5097.313965
	Iteration 20F: 3 clusters Score -2794060 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -2794122.750000 Penalty: 5097.313965
	Iteration 21Q: 3 clusters Score -2794123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2794183.750000 Penalty: 5097.313965
	Iteration 22Q: 3 clusters Score -2794184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -2794243.250000 Penalty: 5097.313965
	Iteration 23Q: 3 clusters Score -2794243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2794286.500000 Penalty: 5097.313965
	Iteration 24Q: 3 clusters Score -2794286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2794337.750000 Penalty: 5097.313965
	Iteration 25Q: 3 clusters Score -2794338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -2794385.750000 Penalty: 5097.313965
	Iteration 26Q: 3 clusters Score -2794386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2794397.500000 Penalty: 5097.313965
	Iteration 27Q: 3 clusters Score -2794398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -2794408.000000 Penalty: 5097.313965
	Iteration 28Q: 3 clusters Score -2794408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -2794417.500000 Penalty: 5097.313965
	Iteration 29Q: 3 clusters Score -2794418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -2794423.250000 Penalty: 5097.313965
	Iteration 30Q: 3 clusters Score -2794423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -2794437.250000 Penalty: 5097.313965
	Iteration 31Q: 3 clusters Score -2794437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2794446.500000 Penalty: 5097.313965
	Iteration 32Q: 3 clusters Score -2794446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -2794464.500000 Penalty: 5097.313965
	Iteration 33Q: 3 clusters Score -2794464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -2794471.000000 Penalty: 5097.313965
	Iteration 34Q: 3 clusters Score -2794471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -2794478.250000 Penalty: 5097.313965
	Iteration 35Q: 3 clusters Score -2794478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -2794479.750000 Penalty: 5097.313965
	Iteration 36Q: 3 clusters Score -2794480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2794482.500000 Penalty: 5097.313965
	Iteration 37Q: 3 clusters Score -2794482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -2794483.750000 Penalty: 5097.313965
	Iteration 38Q: 3 clusters Score -2794484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -2794481.250000 Penalty: 5097.313965
	Iteration 39Q: 3 clusters Score -2794481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -2794485.000000 Penalty: 5097.313965
	Iteration 40F: 3 clusters Score -2794485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -2794484.000000 Penalty: 5097.313965
	Iteration 41Q: 3 clusters Score -2794484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2794486.000000 Penalty: 5097.313965
	Iteration 42Q: 3 clusters Score -2794486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2794487.250000 Penalty: 5097.313965
	Iteration 43Q: 3 clusters Score -2794487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2794487.250000 Penalty: 5097.313965
	Iteration 44Q: 3 clusters Score -2794487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -2794487.500000 Penalty: 5097.313965
	Iteration 45Q: 3 clusters Score -2794488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2794486.750000 Penalty: 5097.313965
	Iteration 46Q: 3 clusters Score -2794487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -2794486.750000 Penalty: 5097.313965
	Iteration 47F: 3 clusters Score -2794487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 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 285 members 
Entering Unmasked Estep 
Score: -44068.621094 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44068.62 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44297.671875 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44297.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44397.128906 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44397.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44427.941406 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -44427.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44450.808594 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -44450.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44476.503906 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -44476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44492.632812 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -44492.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44499.097656 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -44499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44502.394531 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -44502.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44513.128906 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -44513.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44521.144531 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -44521.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44529.582031 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -44529.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44533.097656 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -44533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44536.304688 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -44536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44540.351562 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -44540.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44546.003906 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -44546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44551.464844 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -44551.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44553.656250 Penalty: 3114.146729
	Iteration 17Q: 3 clusters Score -44553.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44555.664062 Penalty: 3114.146729
	Iteration 18Q: 3 clusters Score -44555.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44555.664062 Penalty: 3114.146729
	Iteration 19F: 3 clusters Score -44555.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -505520.937500 Penalty: 2131.671387
	Iteration 0F: 2 clusters Score -505520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -500758.718750 Penalty: 4263.342773
	Iteration 0F: 3 clusters Score -500758.7 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -502030.468750 Penalty: 4263.342773
	Iteration 1F: 3 clusters Score -502030.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -502373.187500 Penalty: 4263.342773
	Iteration 2F: 3 clusters Score -502373.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -502704.218750 Penalty: 4263.342773
	Iteration 3F: 3 clusters Score -502704.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -503038.000000 Penalty: 4263.342773
	Iteration 4F: 3 clusters Score -503038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -503393.468750 Penalty: 4263.342773
	Iteration 5F: 3 clusters Score -503393.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -503784.312500 Penalty: 4263.342773
	Iteration 6F: 3 clusters Score -503784.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -504269.500000 Penalty: 4263.342773
	Iteration 7F: 3 clusters Score -504269.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -504742.906250 Penalty: 4263.342773
	Iteration 8Q: 3 clusters Score -504742.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -505068.656250 Penalty: 4263.342773
	Iteration 9Q: 3 clusters Score -505068.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -505228.468750 Penalty: 4263.342773
	Iteration 10Q: 3 clusters Score -505228.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -505339.062500 Penalty: 4263.342773
	Iteration 11Q: 3 clusters Score -505339.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -505386.218750 Penalty: 4263.342773
	Iteration 12Q: 3 clusters Score -505386.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -505406.343750 Penalty: 4263.342773
	Iteration 13Q: 3 clusters Score -505406.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -505414.968750 Penalty: 4263.342773
	Iteration 14Q: 3 clusters Score -505415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -505417.656250 Penalty: 4263.342773
	Iteration 15Q: 3 clusters Score -505417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -505417.812500 Penalty: 4263.342773
	Iteration 16Q: 3 clusters Score -505417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -505417.656250 Penalty: 4263.342773
	Iteration 17Q: 3 clusters Score -505417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -505418.593750 Penalty: 4263.342773
	Iteration 18Q: 3 clusters Score -505418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -505418.593750 Penalty: 4263.342773
	Iteration 19F: 3 clusters Score -505418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -150105.593750 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -150105.6 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 1058 members 
Entering Unmasked Estep 
Score: -147470.781250 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -147470.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -148130.062500 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -148130.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -148421.359375 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -148421.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -148660.828125 Penalty: 3788.546387
	Iteration 3F: 3 clusters Score -148660.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -148839.187500 Penalty: 3788.546387
	Iteration 4F: 3 clusters Score -148839.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -148980.656250 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -148980.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -149063.765625 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -149063.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -149115.765625 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -149115.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -149166.015625 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -149166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -149189.750000 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -149189.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -149206.953125 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -149207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -149219.140625 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -149219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -149223.296875 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -149223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -149228.203125 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -149228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -149234.625000 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -149234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -149237.656250 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -149237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -149239.609375 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -149239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -149240.546875 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -149240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -149240.546875 Penalty: 3788.546387
	Iteration 18F: 3 clusters Score -149240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -562554.437500 Penalty: 2143.450195
	Iteration 0F: 2 clusters Score -562554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -557635.250000 Penalty: 4286.900391
	Iteration 0F: 3 clusters Score -557635.2 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -558730.062500 Penalty: 4286.900391
	Iteration 1F: 3 clusters Score -558730.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -558971.312500 Penalty: 4286.900391
	Iteration 2F: 3 clusters Score -558971.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -559115.437500 Penalty: 4286.900391
	Iteration 3F: 3 clusters Score -559115.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -559233.187500 Penalty: 4286.900391
	Iteration 4Q: 3 clusters Score -559233.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -559342.500000 Penalty: 4286.900391
	Iteration 5Q: 3 clusters Score -559342.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -559442.375000 Penalty: 4286.900391
	Iteration 6Q: 3 clusters Score -559442.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -559528.625000 Penalty: 4286.900391
	Iteration 7Q: 3 clusters Score -559528.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -559626.125000 Penalty: 4286.900391
	Iteration 8Q: 3 clusters Score -559626.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -559718.375000 Penalty: 4286.900391
	Iteration 9Q: 3 clusters Score -559718.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -559822.125000 Penalty: 4286.900391
	Iteration 10Q: 3 clusters Score -559822.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -559950.000000 Penalty: 4286.900391
	Iteration 11Q: 3 clusters Score -559950 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -560099.437500 Penalty: 4286.900391
	Iteration 12Q: 3 clusters Score -560099.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -560257.125000 Penalty: 4286.900391
	Iteration 13Q: 3 clusters Score -560257.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -560457.312500 Penalty: 4286.900391
	Iteration 14Q: 3 clusters Score -560457.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -560737.875000 Penalty: 4286.900391
	Iteration 15Q: 3 clusters Score -560737.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -561094.750000 Penalty: 4286.900391
	Iteration 16Q: 3 clusters Score -561094.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -561445.250000 Penalty: 4286.900391
	Iteration 17Q: 3 clusters Score -561445.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -561633.625000 Penalty: 4286.900391
	Iteration 18Q: 3 clusters Score -561633.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -561692.062500 Penalty: 4286.900391
	Iteration 19Q: 3 clusters Score -561692.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -561704.375000 Penalty: 4286.900391
	Iteration 20F: 3 clusters Score -561704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -561706.937500 Penalty: 4286.900391
	Iteration 21Q: 3 clusters Score -561706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -561707.312500 Penalty: 4286.900391
	Iteration 22Q: 3 clusters Score -561707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -561707.812500 Penalty: 4286.900391
	Iteration 23Q: 3 clusters Score -561707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -561708.312500 Penalty: 4286.900391
	Iteration 24Q: 3 clusters Score -561708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -561709.437500 Penalty: 4286.900391
	Iteration 25Q: 3 clusters Score -561709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -561709.437500 Penalty: 4286.900391
	Iteration 26F: 3 clusters Score -561709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Entering Unmasked Estep 
Score: -4994913.000000 Penalty: 2684.097412
	Iteration 0F: 2 clusters Score -4994913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4961262.500000 Penalty: 5368.194824
	Iteration 0F: 3 clusters Score -4961262 nChanged 23028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4974023.000000 Penalty: 5368.194824
	Iteration 1F: 3 clusters Score -4974023 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4974551.000000 Penalty: 5368.194824
	Iteration 2Q: 3 clusters Score -4974551 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4975091.000000 Penalty: 5368.194824
	Iteration 3Q: 3 clusters Score -4975091 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4975747.000000 Penalty: 5368.194824
	Iteration 4Q: 3 clusters Score -4975747 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4976789.000000 Penalty: 5368.194824
	Iteration 5Q: 3 clusters Score -4976789 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4978359.000000 Penalty: 5368.194824
	Iteration 6F: 3 clusters Score -4978359 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4980842.000000 Penalty: 5368.194824
	Iteration 7F: 3 clusters Score -4980842 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4984244.500000 Penalty: 5368.194824
	Iteration 8F: 3 clusters Score -4984244 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4987785.000000 Penalty: 5368.194824
	Iteration 9F: 3 clusters Score -4987785 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4990356.000000 Penalty: 5368.194824
	Iteration 10F: 3 clusters Score -4990356 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4991639.000000 Penalty: 5368.194824
	Iteration 11Q: 3 clusters Score -4991639 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4992137.500000 Penalty: 5368.194824
	Iteration 12Q: 3 clusters Score -4992138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4992347.000000 Penalty: 5368.194824
	Iteration 13Q: 3 clusters Score -4992347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4992429.000000 Penalty: 5368.194824
	Iteration 14Q: 3 clusters Score -4992429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4992468.500000 Penalty: 5368.194824
	Iteration 15Q: 3 clusters Score -4992468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4992481.000000 Penalty: 5368.194824
	Iteration 16Q: 3 clusters Score -4992481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4992490.000000 Penalty: 5368.194824
	Iteration 17Q: 3 clusters Score -4992490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4992486.500000 Penalty: 5368.194824
	Iteration 18Q: 3 clusters Score -4992486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4992502.000000 Penalty: 5368.194824
	Iteration 19Q: 3 clusters Score -4992502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4992506.500000 Penalty: 5368.194824
	Iteration 20F: 3 clusters Score -4992506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4992512.500000 Penalty: 5368.194824
	Iteration 21Q: 3 clusters Score -4992512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4992513.000000 Penalty: 5368.194824
	Iteration 22Q: 3 clusters Score -4992513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4992514.000000 Penalty: 5368.194824
	Iteration 23Q: 3 clusters Score -4992514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4992518.000000 Penalty: 5368.194824
	Iteration 24Q: 3 clusters Score -4992518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4992516.500000 Penalty: 5368.194824
	Iteration 25Q: 3 clusters Score -4992516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4992518.500000 Penalty: 5368.194824
	Iteration 26Q: 3 clusters Score -4992518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4992527.500000 Penalty: 5368.194824
	Iteration 27Q: 3 clusters Score -4992528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4992530.500000 Penalty: 5368.194824
	Iteration 28Q: 3 clusters Score -4992530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4992530.000000 Penalty: 5368.194824
	Iteration 29Q: 3 clusters Score -4992530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4992531.500000 Penalty: 5368.194824
	Iteration 30Q: 3 clusters Score -4992532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4992531.500000 Penalty: 5368.194824
	Iteration 31Q: 3 clusters Score -4992532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4992534.500000 Penalty: 5368.194824
	Iteration 32Q: 3 clusters Score -4992534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4992539.500000 Penalty: 5368.194824
	Iteration 33Q: 3 clusters Score -4992540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4992544.500000 Penalty: 5368.194824
	Iteration 34Q: 3 clusters Score -4992544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4992546.000000 Penalty: 5368.194824
	Iteration 35Q: 3 clusters Score -4992546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4992549.000000 Penalty: 5368.194824
	Iteration 36Q: 3 clusters Score -4992549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4992548.000000 Penalty: 5368.194824
	Iteration 37Q: 3 clusters Score -4992548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4992548.000000 Penalty: 5368.194824
	Iteration 38F: 3 clusters Score -4992548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -514346.656250 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -514346.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -509589.593750 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -509589.6 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -510794.968750 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -510795 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -511048.750000 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -511048.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -511242.375000 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -511242.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -511478.937500 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -511478.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -511770.281250 Penalty: 4258.642578
	Iteration 5F: 3 clusters Score -511770.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -512129.687500 Penalty: 4258.642578
	Iteration 6F: 3 clusters Score -512129.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -512652.875000 Penalty: 4258.642578
	Iteration 7F: 3 clusters Score -512652.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -513206.593750 Penalty: 4258.642578
	Iteration 8F: 3 clusters Score -513206.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -513559.437500 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -513559.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -513693.625000 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -513693.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -513747.343750 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -513747.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -513772.156250 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -513772.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -513784.093750 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -513784.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -513793.343750 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -513793.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -513801.281250 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -513801.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -513807.281250 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -513807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -513810.406250 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -513810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -513814.343750 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -513814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -513816.500000 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -513816.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -513817.375000 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -513817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -513818.093750 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -513818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -513818.843750 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -513818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -513818.843750 Penalty: 4258.642578
	Iteration 23F: 3 clusters Score -513818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -104316.890625 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -104316.9 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 636 members 
Entering Unmasked Estep 
Score: -102295.210938 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -102295.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102678.406250 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -102678.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102781.140625 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -102781.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102872.226562 Penalty: 3536.131592
	Iteration 3Q: 3 clusters Score -102872.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102949.554688 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -102949.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102998.039062 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -102998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103019.546875 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -103019.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103038.828125 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -103038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103045.851562 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -103045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103054.507812 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -103054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103061.398438 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -103061.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103070.531250 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -103070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103076.460938 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -103076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103084.890625 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -103084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103092.992188 Penalty: 3536.131592
	Iteration 14Q: 3 clusters Score -103093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103099.375000 Penalty: 3536.131592
	Iteration 15Q: 3 clusters Score -103099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103103.390625 Penalty: 3536.131592
	Iteration 16Q: 3 clusters Score -103103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103105.296875 Penalty: 3536.131592
	Iteration 17Q: 3 clusters Score -103105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103106.039062 Penalty: 3536.131592
	Iteration 18Q: 3 clusters Score -103106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103106.351562 Penalty: 3536.131592
	Iteration 19Q: 3 clusters Score -103106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103106.351562 Penalty: 3536.131592
	Iteration 20F: 3 clusters Score -103106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -812570.125000 Penalty: 2262.837891
	Iteration 0F: 2 clusters Score -812570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -805358.375000 Penalty: 4525.675781
	Iteration 0F: 3 clusters Score -805358.4 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -807372.187500 Penalty: 4525.675781
	Iteration 1F: 3 clusters Score -807372.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -807679.187500 Penalty: 4525.675781
	Iteration 2F: 3 clusters Score -807679.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -807923.812500 Penalty: 4525.675781
	Iteration 3F: 3 clusters Score -807923.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -808100.000000 Penalty: 4525.675781
	Iteration 4Q: 3 clusters Score -808100 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -808242.250000 Penalty: 4525.675781
	Iteration 5Q: 3 clusters Score -808242.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -808352.562500 Penalty: 4525.675781
	Iteration 6Q: 3 clusters Score -808352.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -808457.625000 Penalty: 4525.675781
	Iteration 7Q: 3 clusters Score -808457.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -808560.312500 Penalty: 4525.675781
	Iteration 8Q: 3 clusters Score -808560.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -808656.437500 Penalty: 4525.675781
	Iteration 9Q: 3 clusters Score -808656.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -808747.687500 Penalty: 4525.675781
	Iteration 10Q: 3 clusters Score -808747.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -808833.937500 Penalty: 4525.675781
	Iteration 11Q: 3 clusters Score -808833.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -808934.437500 Penalty: 4525.675781
	Iteration 12Q: 3 clusters Score -808934.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -809039.625000 Penalty: 4525.675781
	Iteration 13Q: 3 clusters Score -809039.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -809138.187500 Penalty: 4525.675781
	Iteration 14Q: 3 clusters Score -809138.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -809250.062500 Penalty: 4525.675781
	Iteration 15Q: 3 clusters Score -809250.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -809367.375000 Penalty: 4525.675781
	Iteration 16Q: 3 clusters Score -809367.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -809488.562500 Penalty: 4525.675781
	Iteration 17Q: 3 clusters Score -809488.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -809606.937500 Penalty: 4525.675781
	Iteration 18Q: 3 clusters Score -809606.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -809726.875000 Penalty: 4525.675781
	Iteration 19Q: 3 clusters Score -809726.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -809842.187500 Penalty: 4525.675781
	Iteration 20F: 3 clusters Score -809842.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -809962.187500 Penalty: 4525.675781
	Iteration 21Q: 3 clusters Score -809962.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -810079.500000 Penalty: 4525.675781
	Iteration 22Q: 3 clusters Score -810079.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -810168.437500 Penalty: 4525.675781
	Iteration 23Q: 3 clusters Score -810168.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -810237.187500 Penalty: 4525.675781
	Iteration 24Q: 3 clusters Score -810237.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -810295.062500 Penalty: 4525.675781
	Iteration 25Q: 3 clusters Score -810295.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -810356.812500 Penalty: 4525.675781
	Iteration 26Q: 3 clusters Score -810356.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -810401.125000 Penalty: 4525.675781
	Iteration 27Q: 3 clusters Score -810401.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -810446.437500 Penalty: 4525.675781
	Iteration 28Q: 3 clusters Score -810446.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -810482.875000 Penalty: 4525.675781
	Iteration 29Q: 3 clusters Score -810482.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -810513.750000 Penalty: 4525.675781
	Iteration 30Q: 3 clusters Score -810513.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -810535.687500 Penalty: 4525.675781
	Iteration 31Q: 3 clusters Score -810535.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -810553.500000 Penalty: 4525.675781
	Iteration 32Q: 3 clusters Score -810553.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -810567.625000 Penalty: 4525.675781
	Iteration 33Q: 3 clusters Score -810567.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -810587.375000 Penalty: 4525.675781
	Iteration 34Q: 3 clusters Score -810587.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -810600.812500 Penalty: 4525.675781
	Iteration 35Q: 3 clusters Score -810600.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -810614.125000 Penalty: 4525.675781
	Iteration 36Q: 3 clusters Score -810614.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -810623.625000 Penalty: 4525.675781
	Iteration 37Q: 3 clusters Score -810623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -810629.687500 Penalty: 4525.675781
	Iteration 38Q: 3 clusters Score -810629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -810634.812500 Penalty: 4525.675781
	Iteration 39Q: 3 clusters Score -810634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -810636.875000 Penalty: 4525.675781
	Iteration 40F: 3 clusters Score -810636.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -810639.375000 Penalty: 4525.675781
	Iteration 41Q: 3 clusters Score -810639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -810645.500000 Penalty: 4525.675781
	Iteration 42Q: 3 clusters Score -810645.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -810647.687500 Penalty: 4525.675781
	Iteration 43Q: 3 clusters Score -810647.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -810648.750000 Penalty: 4525.675781
	Iteration 44Q: 3 clusters Score -810648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -810652.625000 Penalty: 4525.675781
	Iteration 45Q: 3 clusters Score -810652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -810657.000000 Penalty: 4525.675781
	Iteration 46Q: 3 clusters Score -810657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -810661.000000 Penalty: 4525.675781
	Iteration 47Q: 3 clusters Score -810661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -810664.125000 Penalty: 4525.675781
	Iteration 48Q: 3 clusters Score -810664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -810667.250000 Penalty: 4525.675781
	Iteration 49Q: 3 clusters Score -810667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -810669.500000 Penalty: 4525.675781
	Iteration 50Q: 3 clusters Score -810669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -810672.125000 Penalty: 4525.675781
	Iteration 51Q: 3 clusters Score -810672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -810674.000000 Penalty: 4525.675781
	Iteration 52Q: 3 clusters Score -810674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -810677.187500 Penalty: 4525.675781
	Iteration 53Q: 3 clusters Score -810677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -810678.000000 Penalty: 4525.675781
	Iteration 54Q: 3 clusters Score -810678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -810682.062500 Penalty: 4525.675781
	Iteration 55Q: 3 clusters Score -810682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -810680.500000 Penalty: 4525.675781
	Iteration 56Q: 3 clusters Score -810680.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -810685.312500 Penalty: 4525.675781
	Iteration 57Q: 3 clusters Score -810685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -810688.187500 Penalty: 4525.675781
	Iteration 58Q: 3 clusters Score -810688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -810687.875000 Penalty: 4525.675781
	Iteration 59Q: 3 clusters Score -810687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -810688.312500 Penalty: 4525.675781
	Iteration 60F: 3 clusters Score -810688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Entering Unmasked Estep 
Score: -976709.750000 Penalty: 2285.154541
	Iteration 0F: 2 clusters Score -976709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -969062.437500 Penalty: 4570.309082
	Iteration 0F: 3 clusters Score -969062.4 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -971260.250000 Penalty: 4570.309082
	Iteration 1F: 3 clusters Score -971260.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -971526.000000 Penalty: 4570.309082
	Iteration 2F: 3 clusters Score -971526 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -971700.812500 Penalty: 4570.309082
	Iteration 3Q: 3 clusters Score -971700.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -971844.187500 Penalty: 4570.309082
	Iteration 4Q: 3 clusters Score -971844.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -971979.500000 Penalty: 4570.309082
	Iteration 5Q: 3 clusters Score -971979.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -972153.500000 Penalty: 4570.309082
	Iteration 6Q: 3 clusters Score -972153.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -972433.812500 Penalty: 4570.309082
	Iteration 7Q: 3 clusters Score -972433.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -972829.812500 Penalty: 4570.309082
	Iteration 8Q: 3 clusters Score -972829.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -973462.187500 Penalty: 4570.309082
	Iteration 9F: 3 clusters Score -973462.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -974304.750000 Penalty: 4570.309082
	Iteration 10F: 3 clusters Score -974304.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -975059.937500 Penalty: 4570.309082
	Iteration 11F: 3 clusters Score -975059.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -975627.125000 Penalty: 4570.309082
	Iteration 12F: 3 clusters Score -975627.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -976022.875000 Penalty: 4570.309082
	Iteration 13Q: 3 clusters Score -976022.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -976358.562500 Penalty: 4570.309082
	Iteration 14Q: 3 clusters Score -976358.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -976645.625000 Penalty: 4570.309082
	Iteration 15Q: 3 clusters Score -976645.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -976870.812500 Penalty: 4570.309082
	Iteration 16Q: 3 clusters Score -976870.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -977034.812500 Penalty: 4570.309082
	Iteration 17Q: 3 clusters Score -977034.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -977136.062500 Penalty: 4570.309082
	Iteration 18Q: 3 clusters Score -977136.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -977196.687500 Penalty: 4570.309082
	Iteration 19Q: 3 clusters Score -977196.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -977225.875000 Penalty: 4570.309082
	Iteration 20F: 3 clusters Score -977225.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -977240.250000 Penalty: 4570.309082
	Iteration 21Q: 3 clusters Score -977240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -977245.062500 Penalty: 4570.309082
	Iteration 22Q: 3 clusters Score -977245.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -977250.375000 Penalty: 4570.309082
	Iteration 23Q: 3 clusters Score -977250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -977251.812500 Penalty: 4570.309082
	Iteration 24Q: 3 clusters Score -977251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -977252.375000 Penalty: 4570.309082
	Iteration 25Q: 3 clusters Score -977252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -977251.812500 Penalty: 4570.309082
	Iteration 26Q: 3 clusters Score -977251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -977251.125000 Penalty: 4570.309082
	Iteration 27Q: 3 clusters Score -977251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -977251.125000 Penalty: 4570.309082
	Iteration 28F: 3 clusters Score -977251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76144 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 115998 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99602 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85337 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40106 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 17805 members 
Mstep: Class 36 contains 5163 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 50160 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9176 members 
Mstep: Class 47 contains 2866 members 
Mstep: Class 48 contains 56757 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8779 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4486 members 
Mstep: Class 58 contains 6676 members 
Mstep: Class 59 contains 7174 members 
Entering Unmasked Estep 
Score: -84124456.000000 Penalty: 200791.921875
Splitting cluster 47 changes total score from -84124928.000000 to -84124456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (56757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Entering Unmasked Estep 
Score: -5431167.500000 Penalty: 2714.740479
	Iteration 0F: 2 clusters Score -5431168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5392897.000000 Penalty: 5429.480957
	Iteration 0F: 3 clusters Score -5392897 nChanged 26518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5407676.500000 Penalty: 5429.480957
	Iteration 1F: 3 clusters Score -5407676 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -5408294.500000 Penalty: 5429.480957
	Iteration 2Q: 3 clusters Score -5408294 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -5408944.500000 Penalty: 5429.480957
	Iteration 3Q: 3 clusters Score -5408944 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5409873.500000 Penalty: 5429.480957
	Iteration 4Q: 3 clusters Score -5409874 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5411358.000000 Penalty: 5429.480957
	Iteration 5F: 3 clusters Score -5411358 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5413845.500000 Penalty: 5429.480957
	Iteration 6F: 3 clusters Score -5413846 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -5417515.500000 Penalty: 5429.480957
	Iteration 7F: 3 clusters Score -5417516 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -5421876.500000 Penalty: 5429.480957
	Iteration 8F: 3 clusters Score -5421876 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -5425398.000000 Penalty: 5429.480957
	Iteration 9F: 3 clusters Score -5425398 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -5427423.500000 Penalty: 5429.480957
	Iteration 10Q: 3 clusters Score -5427424 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -5428393.000000 Penalty: 5429.480957
	Iteration 11Q: 3 clusters Score -5428393 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -5428924.000000 Penalty: 5429.480957
	Iteration 12Q: 3 clusters Score -5428924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -5429269.500000 Penalty: 5429.480957
	Iteration 13Q: 3 clusters Score -5429270 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -5429492.500000 Penalty: 5429.480957
	Iteration 14Q: 3 clusters Score -5429492 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -5429605.000000 Penalty: 5429.480957
	Iteration 15Q: 3 clusters Score -5429605 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -5429656.500000 Penalty: 5429.480957
	Iteration 16Q: 3 clusters Score -5429656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -5429678.000000 Penalty: 5429.480957
	Iteration 17Q: 3 clusters Score -5429678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -5429690.500000 Penalty: 5429.480957
	Iteration 18Q: 3 clusters Score -5429690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -5429705.500000 Penalty: 5429.480957
	Iteration 19Q: 3 clusters Score -5429706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -5429724.000000 Penalty: 5429.480957
	Iteration 20F: 3 clusters Score -5429724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -5429739.500000 Penalty: 5429.480957
	Iteration 21Q: 3 clusters Score -5429740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -5429738.500000 Penalty: 5429.480957
	Iteration 22Q: 3 clusters Score -5429738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -5429740.500000 Penalty: 5429.480957
	Iteration 23Q: 3 clusters Score -5429740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -5429746.000000 Penalty: 5429.480957
	Iteration 24Q: 3 clusters Score -5429746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -5429742.000000 Penalty: 5429.480957
	Iteration 25Q: 3 clusters Score -5429742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -5429743.500000 Penalty: 5429.480957
	Iteration 26Q: 3 clusters Score -5429744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -5429746.500000 Penalty: 5429.480957
	Iteration 27Q: 3 clusters Score -5429746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -5429742.000000 Penalty: 5429.480957
	Iteration 28Q: 3 clusters Score -5429742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -5429742.000000 Penalty: 5429.480957
	Iteration 29Q: 3 clusters Score -5429742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -5429739.500000 Penalty: 5429.480957
	Iteration 30Q: 3 clusters Score -5429740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -5429739.000000 Penalty: 5429.480957
	Iteration 31Q: 3 clusters Score -5429739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -5429744.500000 Penalty: 5429.480957
	Iteration 32Q: 3 clusters Score -5429744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -5429744.000000 Penalty: 5429.480957
	Iteration 33Q: 3 clusters Score -5429744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -5429741.500000 Penalty: 5429.480957
	Iteration 34Q: 3 clusters Score -5429742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -5429741.000000 Penalty: 5429.480957
	Iteration 35Q: 3 clusters Score -5429741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -5429745.500000 Penalty: 5429.480957
	Iteration 36Q: 3 clusters Score -5429746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -5429748.000000 Penalty: 5429.480957
	Iteration 37Q: 3 clusters Score -5429748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -5429749.000000 Penalty: 5429.480957
	Iteration 38Q: 3 clusters Score -5429749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -5429749.000000 Penalty: 5429.480957
	Iteration 39F: 3 clusters Score -5429749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Entering Unmasked Estep 
Score: -2202748.500000 Penalty: 2488.385742
	Iteration 0F: 2 clusters Score -2202748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2186950.750000 Penalty: 4976.771484
	Iteration 0F: 3 clusters Score -2186951 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2192503.250000 Penalty: 4976.771484
	Iteration 1F: 3 clusters Score -2192503 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2193114.250000 Penalty: 4976.771484
	Iteration 2F: 3 clusters Score -2193114 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2193735.250000 Penalty: 4976.771484
	Iteration 3F: 3 clusters Score -2193735 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2194382.000000 Penalty: 4976.771484
	Iteration 4F: 3 clusters Score -2194382 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2195053.750000 Penalty: 4976.771484
	Iteration 5F: 3 clusters Score -2195054 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2195732.000000 Penalty: 4976.771484
	Iteration 6F: 3 clusters Score -2195732 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2196419.000000 Penalty: 4976.771484
	Iteration 7Q: 3 clusters Score -2196419 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2197099.250000 Penalty: 4976.771484
	Iteration 8Q: 3 clusters Score -2197099 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2197834.000000 Penalty: 4976.771484
	Iteration 9Q: 3 clusters Score -2197834 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2198585.750000 Penalty: 4976.771484
	Iteration 10Q: 3 clusters Score -2198586 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2199169.250000 Penalty: 4976.771484
	Iteration 11Q: 3 clusters Score -2199169 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2199567.250000 Penalty: 4976.771484
	Iteration 12Q: 3 clusters Score -2199567 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2199851.250000 Penalty: 4976.771484
	Iteration 13Q: 3 clusters Score -2199851 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2200140.750000 Penalty: 4976.771484
	Iteration 14Q: 3 clusters Score -2200141 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2200402.250000 Penalty: 4976.771484
	Iteration 15Q: 3 clusters Score -2200402 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2200638.500000 Penalty: 4976.771484
	Iteration 16Q: 3 clusters Score -2200638 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2200875.500000 Penalty: 4976.771484
	Iteration 17Q: 3 clusters Score -2200876 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2201066.750000 Penalty: 4976.771484
	Iteration 18Q: 3 clusters Score -2201067 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2201224.000000 Penalty: 4976.771484
	Iteration 19Q: 3 clusters Score -2201224 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2201319.750000 Penalty: 4976.771484
	Iteration 20F: 3 clusters Score -2201320 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2201392.750000 Penalty: 4976.771484
	Iteration 21Q: 3 clusters Score -2201393 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2201428.250000 Penalty: 4976.771484
	Iteration 22Q: 3 clusters Score -2201428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2201449.750000 Penalty: 4976.771484
	Iteration 23Q: 3 clusters Score -2201450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2201466.500000 Penalty: 4976.771484
	Iteration 24Q: 3 clusters Score -2201466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2201487.250000 Penalty: 4976.771484
	Iteration 25Q: 3 clusters Score -2201487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2201480.750000 Penalty: 4976.771484
	Iteration 26Q: 3 clusters Score -2201481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2201489.500000 Penalty: 4976.771484
	Iteration 27Q: 3 clusters Score -2201490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2201493.000000 Penalty: 4976.771484
	Iteration 28Q: 3 clusters Score -2201493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2201493.750000 Penalty: 4976.771484
	Iteration 29Q: 3 clusters Score -2201494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2201499.000000 Penalty: 4976.771484
	Iteration 30Q: 3 clusters Score -2201499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2201503.500000 Penalty: 4976.771484
	Iteration 31Q: 3 clusters Score -2201504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2201502.750000 Penalty: 4976.771484
	Iteration 32Q: 3 clusters Score -2201503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2201504.000000 Penalty: 4976.771484
	Iteration 33Q: 3 clusters Score -2201504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2201501.750000 Penalty: 4976.771484
	Iteration 34Q: 3 clusters Score -2201502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2201504.250000 Penalty: 4976.771484
	Iteration 35Q: 3 clusters Score -2201504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2201508.500000 Penalty: 4976.771484
	Iteration 36Q: 3 clusters Score -2201508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2201508.000000 Penalty: 4976.771484
	Iteration 37Q: 3 clusters Score -2201508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2201508.750000 Penalty: 4976.771484
	Iteration 38Q: 3 clusters Score -2201509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2201510.250000 Penalty: 4976.771484
	Iteration 39Q: 3 clusters Score -2201510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2201510.250000 Penalty: 4976.771484
	Iteration 40F: 3 clusters Score -2201510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2201513.250000 Penalty: 4976.771484
	Iteration 41Q: 3 clusters Score -2201513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2201515.500000 Penalty: 4976.771484
	Iteration 42Q: 3 clusters Score -2201516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2201516.250000 Penalty: 4976.771484
	Iteration 43Q: 3 clusters Score -2201516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2201509.750000 Penalty: 4976.771484
	Iteration 44Q: 3 clusters Score -2201510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2201512.000000 Penalty: 4976.771484
	Iteration 45Q: 3 clusters Score -2201512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2201513.250000 Penalty: 4976.771484
	Iteration 46Q: 3 clusters Score -2201513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2201513.250000 Penalty: 4976.771484
	Iteration 47F: 3 clusters Score -2201513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -159655.812500 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -159655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -157218.546875 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -157218.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157691.984375 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -157692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157874.031250 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -157874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158078.250000 Penalty: 3702.396973
	Iteration 3F: 3 clusters Score -158078.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158306.984375 Penalty: 3702.396973
	Iteration 4F: 3 clusters Score -158307 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -158506.718750 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -158506.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -158634.453125 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -158634.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158725.578125 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -158725.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158811.781250 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -158811.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158901.343750 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -158901.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -158968.312500 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -158968.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159002.562500 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -159002.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -159025.062500 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -159025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -159031.218750 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -159031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -159037.296875 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -159037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -159041.828125 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -159041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159042.781250 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -159042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -159044.562500 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -159044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -159044.562500 Penalty: 3702.396973
	Iteration 18F: 3 clusters Score -159044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Entering Unmasked Estep 
Score: -153243.171875 Penalty: 1839.112793
	Iteration 0F: 2 clusters Score -153243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -150894.000000 Penalty: 3678.225586
	Iteration 0F: 3 clusters Score -150894 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151311.500000 Penalty: 3678.225586
	Iteration 1F: 3 clusters Score -151311.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -151448.187500 Penalty: 3678.225586
	Iteration 2F: 3 clusters Score -151448.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -151572.234375 Penalty: 3678.225586
	Iteration 3F: 3 clusters Score -151572.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -151682.921875 Penalty: 3678.225586
	Iteration 4Q: 3 clusters Score -151682.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -151817.656250 Penalty: 3678.225586
	Iteration 5F: 3 clusters Score -151817.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -151964.125000 Penalty: 3678.225586
	Iteration 6Q: 3 clusters Score -151964.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152130.250000 Penalty: 3678.225586
	Iteration 7Q: 3 clusters Score -152130.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -152349.140625 Penalty: 3678.225586
	Iteration 8Q: 3 clusters Score -152349.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152557.015625 Penalty: 3678.225586
	Iteration 9Q: 3 clusters Score -152557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152687.218750 Penalty: 3678.225586
	Iteration 10Q: 3 clusters Score -152687.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -152730.406250 Penalty: 3678.225586
	Iteration 11Q: 3 clusters Score -152730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152740.843750 Penalty: 3678.225586
	Iteration 12Q: 3 clusters Score -152740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -152747.703125 Penalty: 3678.225586
	Iteration 13Q: 3 clusters Score -152747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -152752.671875 Penalty: 3678.225586
	Iteration 14Q: 3 clusters Score -152752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152753.140625 Penalty: 3678.225586
	Iteration 15Q: 3 clusters Score -152753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152754.609375 Penalty: 3678.225586
	Iteration 16Q: 3 clusters Score -152754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152755.859375 Penalty: 3678.225586
	Iteration 17Q: 3 clusters Score -152755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -152756.562500 Penalty: 3678.225586
	Iteration 18Q: 3 clusters Score -152756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152757.265625 Penalty: 3678.225586
	Iteration 19Q: 3 clusters Score -152757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152757.265625 Penalty: 3678.225586
	Iteration 20F: 3 clusters Score -152757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Entering Unmasked Estep 
Score: -347456.437500 Penalty: 2093.250977
	Iteration 0F: 2 clusters Score -347456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -343207.281250 Penalty: 4186.501953
	Iteration 0F: 3 clusters Score -343207.3 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -344547.156250 Penalty: 4186.501953
	Iteration 1F: 3 clusters Score -344547.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -345042.375000 Penalty: 4186.501953
	Iteration 2F: 3 clusters Score -345042.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -345366.906250 Penalty: 4186.501953
	Iteration 3F: 3 clusters Score -345366.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -345616.875000 Penalty: 4186.501953
	Iteration 4F: 3 clusters Score -345616.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -345828.593750 Penalty: 4186.501953
	Iteration 5Q: 3 clusters Score -345828.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -345994.937500 Penalty: 4186.501953
	Iteration 6Q: 3 clusters Score -345994.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -346096.687500 Penalty: 4186.501953
	Iteration 7Q: 3 clusters Score -346096.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -346174.531250 Penalty: 4186.501953
	Iteration 8Q: 3 clusters Score -346174.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -346244.218750 Penalty: 4186.501953
	Iteration 9Q: 3 clusters Score -346244.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -346298.187500 Penalty: 4186.501953
	Iteration 10Q: 3 clusters Score -346298.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -346349.687500 Penalty: 4186.501953
	Iteration 11Q: 3 clusters Score -346349.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -346379.687500 Penalty: 4186.501953
	Iteration 12Q: 3 clusters Score -346379.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -346400.093750 Penalty: 4186.501953
	Iteration 13Q: 3 clusters Score -346400.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -346416.468750 Penalty: 4186.501953
	Iteration 14Q: 3 clusters Score -346416.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -346433.281250 Penalty: 4186.501953
	Iteration 15Q: 3 clusters Score -346433.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -346444.750000 Penalty: 4186.501953
	Iteration 16Q: 3 clusters Score -346444.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -346455.250000 Penalty: 4186.501953
	Iteration 17Q: 3 clusters Score -346455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -346464.875000 Penalty: 4186.501953
	Iteration 18Q: 3 clusters Score -346464.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -346478.906250 Penalty: 4186.501953
	Iteration 19Q: 3 clusters Score -346478.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -346488.406250 Penalty: 4186.501953
	Iteration 20F: 3 clusters Score -346488.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -346495.250000 Penalty: 4186.501953
	Iteration 21Q: 3 clusters Score -346495.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -346500.531250 Penalty: 4186.501953
	Iteration 22Q: 3 clusters Score -346500.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -346506.343750 Penalty: 4186.501953
	Iteration 23Q: 3 clusters Score -346506.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -346510.125000 Penalty: 4186.501953
	Iteration 24Q: 3 clusters Score -346510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -346512.843750 Penalty: 4186.501953
	Iteration 25Q: 3 clusters Score -346512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -346518.000000 Penalty: 4186.501953
	Iteration 26Q: 3 clusters Score -346518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -346520.500000 Penalty: 4186.501953
	Iteration 27Q: 3 clusters Score -346520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -346524.031250 Penalty: 4186.501953
	Iteration 28Q: 3 clusters Score -346524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -346524.812500 Penalty: 4186.501953
	Iteration 29Q: 3 clusters Score -346524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -346526.062500 Penalty: 4186.501953
	Iteration 30Q: 3 clusters Score -346526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -346527.437500 Penalty: 4186.501953
	Iteration 31Q: 3 clusters Score -346527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -346529.468750 Penalty: 4186.501953
	Iteration 32Q: 3 clusters Score -346529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -346530.593750 Penalty: 4186.501953
	Iteration 33Q: 3 clusters Score -346530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -346530.593750 Penalty: 4186.501953
	Iteration 34Q: 3 clusters Score -346530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -346530.593750 Penalty: 4186.501953
	Iteration 35F: 3 clusters Score -346530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -178390.671875 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -178390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175847.890625 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -175847.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176328.187500 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -176328.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176456.328125 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -176456.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176547.093750 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -176547.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -176611.656250 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -176611.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176682.578125 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -176682.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -176739.234375 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -176739.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -176801.421875 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -176801.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -176874.437500 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -176874.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -176938.250000 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -176938.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177005.890625 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -177005.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177083.500000 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -177083.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177192.765625 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -177192.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177353.984375 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -177354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -177626.828125 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -177626.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -177905.468750 Penalty: 3750.316162
	Iteration 15F: 3 clusters Score -177905.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -178114.281250 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -178114.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -178292.609375 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -178292.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -178407.578125 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -178407.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -178483.890625 Penalty: 3750.316162
	Iteration 19Q: 3 clusters Score -178483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -178522.062500 Penalty: 3750.316162
	Iteration 20F: 3 clusters Score -178522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -178527.390625 Penalty: 3750.316162
	Iteration 21Q: 3 clusters Score -178527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -178530.484375 Penalty: 3750.316162
	Iteration 22Q: 3 clusters Score -178530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -178531.703125 Penalty: 3750.316162
	Iteration 23Q: 3 clusters Score -178531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -178533.203125 Penalty: 3750.316162
	Iteration 24Q: 3 clusters Score -178533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -178534.281250 Penalty: 3750.316162
	Iteration 25Q: 3 clusters Score -178534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -178534.281250 Penalty: 3750.316162
	Iteration 26F: 3 clusters Score -178534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76144 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 115998 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99602 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85337 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40106 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 17805 members 
Mstep: Class 36 contains 5163 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 50160 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9176 members 
Mstep: Class 47 contains 10040 members 
Mstep: Class 48 contains 56757 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 753 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8779 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4486 members 
Mstep: Class 58 contains 6676 members 
Mstep: Class 59 contains 1169 members 
Entering Unmasked Estep 
Score: -84123624.000000 Penalty: 200791.921875
Splitting cluster 53 changes total score from -84124928.000000 to -84123624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -260163.046875 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -260163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -257109.000000 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -257109 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -257654.921875 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -257654.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -257794.609375 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -257794.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -257900.015625 Penalty: 3928.901611
	Iteration 3Q: 3 clusters Score -257900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -257995.484375 Penalty: 3928.901611
	Iteration 4Q: 3 clusters Score -257995.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -258064.812500 Penalty: 3928.901611
	Iteration 5Q: 3 clusters Score -258064.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -258118.406250 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -258118.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -258165.625000 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -258165.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -258199.484375 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -258199.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -258225.562500 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -258225.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -258247.390625 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -258247.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258260.593750 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -258260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258269.937500 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -258269.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -258276.265625 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -258276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -258285.796875 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -258285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -258292.250000 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -258292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -258294.296875 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -258294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -258296.703125 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -258296.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -258299.531250 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -258299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -258303.281250 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -258303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -258306.687500 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -258306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -258309.750000 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -258309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258316.000000 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -258316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258319.328125 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -258319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -258320.359375 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -258320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -258322.437500 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -258322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -258325.125000 Penalty: 3928.901611
	Iteration 26Q: 3 clusters Score -258325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -258328.375000 Penalty: 3928.901611
	Iteration 27Q: 3 clusters Score -258328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -258332.859375 Penalty: 3928.901611
	Iteration 28Q: 3 clusters Score -258332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -258334.703125 Penalty: 3928.901611
	Iteration 29Q: 3 clusters Score -258334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -258339.281250 Penalty: 3928.901611
	Iteration 30Q: 3 clusters Score -258339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -258343.390625 Penalty: 3928.901611
	Iteration 31Q: 3 clusters Score -258343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -258346.953125 Penalty: 3928.901611
	Iteration 32Q: 3 clusters Score -258347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258350.031250 Penalty: 3928.901611
	Iteration 33Q: 3 clusters Score -258350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -258354.234375 Penalty: 3928.901611
	Iteration 34Q: 3 clusters Score -258354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -258355.968750 Penalty: 3928.901611
	Iteration 35Q: 3 clusters Score -258356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -258358.531250 Penalty: 3928.901611
	Iteration 36Q: 3 clusters Score -258358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -258360.328125 Penalty: 3928.901611
	Iteration 37Q: 3 clusters Score -258360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -258362.187500 Penalty: 3928.901611
	Iteration 38Q: 3 clusters Score -258362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -258364.265625 Penalty: 3928.901611
	Iteration 39Q: 3 clusters Score -258364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -258364.343750 Penalty: 3928.901611
	Iteration 40F: 3 clusters Score -258364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -879171.000000 Penalty: 2251.869385
	Iteration 0F: 2 clusters Score -879171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -872320.125000 Penalty: 4503.738770
	Iteration 0F: 3 clusters Score -872320.1 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -874149.187500 Penalty: 4503.738770
	Iteration 1F: 3 clusters Score -874149.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -874381.500000 Penalty: 4503.738770
	Iteration 2F: 3 clusters Score -874381.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -874533.625000 Penalty: 4503.738770
	Iteration 3Q: 3 clusters Score -874533.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -874656.500000 Penalty: 4503.738770
	Iteration 4Q: 3 clusters Score -874656.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -874748.750000 Penalty: 4503.738770
	Iteration 5Q: 3 clusters Score -874748.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -874829.875000 Penalty: 4503.738770
	Iteration 6Q: 3 clusters Score -874829.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -874906.687500 Penalty: 4503.738770
	Iteration 7Q: 3 clusters Score -874906.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -874971.500000 Penalty: 4503.738770
	Iteration 8Q: 3 clusters Score -874971.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -875033.312500 Penalty: 4503.738770
	Iteration 9Q: 3 clusters Score -875033.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -875101.437500 Penalty: 4503.738770
	Iteration 10Q: 3 clusters Score -875101.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -875172.937500 Penalty: 4503.738770
	Iteration 11Q: 3 clusters Score -875172.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -875256.187500 Penalty: 4503.738770
	Iteration 12Q: 3 clusters Score -875256.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -875345.187500 Penalty: 4503.738770
	Iteration 13Q: 3 clusters Score -875345.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -875441.062500 Penalty: 4503.738770
	Iteration 14Q: 3 clusters Score -875441.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -875539.437500 Penalty: 4503.738770
	Iteration 15Q: 3 clusters Score -875539.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -875656.125000 Penalty: 4503.738770
	Iteration 16Q: 3 clusters Score -875656.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -875772.312500 Penalty: 4503.738770
	Iteration 17Q: 3 clusters Score -875772.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -875914.125000 Penalty: 4503.738770
	Iteration 18Q: 3 clusters Score -875914.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -876059.875000 Penalty: 4503.738770
	Iteration 19Q: 3 clusters Score -876059.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -876208.750000 Penalty: 4503.738770
	Iteration 20F: 3 clusters Score -876208.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -876357.312500 Penalty: 4503.738770
	Iteration 21Q: 3 clusters Score -876357.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -876504.000000 Penalty: 4503.738770
	Iteration 22Q: 3 clusters Score -876504 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -876636.812500 Penalty: 4503.738770
	Iteration 23Q: 3 clusters Score -876636.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -876751.062500 Penalty: 4503.738770
	Iteration 24Q: 3 clusters Score -876751.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -876836.937500 Penalty: 4503.738770
	Iteration 25Q: 3 clusters Score -876836.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -876897.687500 Penalty: 4503.738770
	Iteration 26Q: 3 clusters Score -876897.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -876943.750000 Penalty: 4503.738770
	Iteration 27Q: 3 clusters Score -876943.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -876986.125000 Penalty: 4503.738770
	Iteration 28Q: 3 clusters Score -876986.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -877024.500000 Penalty: 4503.738770
	Iteration 29Q: 3 clusters Score -877024.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -877048.125000 Penalty: 4503.738770
	Iteration 30Q: 3 clusters Score -877048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -877058.687500 Penalty: 4503.738770
	Iteration 31Q: 3 clusters Score -877058.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -877067.875000 Penalty: 4503.738770
	Iteration 32Q: 3 clusters Score -877067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -877076.937500 Penalty: 4503.738770
	Iteration 33Q: 3 clusters Score -877076.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -877089.312500 Penalty: 4503.738770
	Iteration 34Q: 3 clusters Score -877089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -877101.437500 Penalty: 4503.738770
	Iteration 35Q: 3 clusters Score -877101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -877112.062500 Penalty: 4503.738770
	Iteration 36Q: 3 clusters Score -877112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -877119.375000 Penalty: 4503.738770
	Iteration 37Q: 3 clusters Score -877119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -877124.812500 Penalty: 4503.738770
	Iteration 38Q: 3 clusters Score -877124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -877127.687500 Penalty: 4503.738770
	Iteration 39Q: 3 clusters Score -877127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -877130.125000 Penalty: 4503.738770
	Iteration 40F: 3 clusters Score -877130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -877131.500000 Penalty: 4503.738770
	Iteration 41Q: 3 clusters Score -877131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -877134.187500 Penalty: 4503.738770
	Iteration 42Q: 3 clusters Score -877134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -877136.562500 Penalty: 4503.738770
	Iteration 43Q: 3 clusters Score -877136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -877139.937500 Penalty: 4503.738770
	Iteration 44Q: 3 clusters Score -877139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -877144.125000 Penalty: 4503.738770
	Iteration 45Q: 3 clusters Score -877144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -877147.625000 Penalty: 4503.738770
	Iteration 46Q: 3 clusters Score -877147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -877151.250000 Penalty: 4503.738770
	Iteration 47Q: 3 clusters Score -877151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -877150.875000 Penalty: 4503.738770
	Iteration 48Q: 3 clusters Score -877150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -877153.812500 Penalty: 4503.738770
	Iteration 49Q: 3 clusters Score -877153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -877155.000000 Penalty: 4503.738770
	Iteration 50Q: 3 clusters Score -877155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -877155.000000 Penalty: 4503.738770
	Iteration 51F: 3 clusters Score -877155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -37981.492188 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -37981.49 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 228 members 
Entering Unmasked Estep 
Score: -36600.785156 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -36600.79 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36918.417969 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -36918.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37133.867188 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -37133.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37311.039062 Penalty: 3045.382812
	Iteration 3F: 3 clusters Score -37311.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37417.042969 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -37417.04 nChanged 9
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: -37533.035156 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -37533.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37594.890625 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -37594.89 nChanged 8
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: -37634.968750 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -37634.97 nChanged 3
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: -37651.101562 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -37651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37654.261719 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -37654.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37654.261719 Penalty: 3045.382812
	Iteration 10F: 3 clusters Score -37654.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -436864.000000 Penalty: 2085.361816
	Iteration 0F: 2 clusters Score -436864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -432693.625000 Penalty: 4170.723633
	Iteration 0F: 3 clusters Score -432693.6 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -433698.812500 Penalty: 4170.723633
	Iteration 1F: 3 clusters Score -433698.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -433878.031250 Penalty: 4170.723633
	Iteration 2F: 3 clusters Score -433878 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -433983.781250 Penalty: 4170.723633
	Iteration 3Q: 3 clusters Score -433983.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -434056.906250 Penalty: 4170.723633
	Iteration 4Q: 3 clusters Score -434056.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -434123.656250 Penalty: 4170.723633
	Iteration 5Q: 3 clusters Score -434123.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -434174.718750 Penalty: 4170.723633
	Iteration 6Q: 3 clusters Score -434174.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -434222.125000 Penalty: 4170.723633
	Iteration 7Q: 3 clusters Score -434222.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -434262.750000 Penalty: 4170.723633
	Iteration 8Q: 3 clusters Score -434262.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -434298.812500 Penalty: 4170.723633
	Iteration 9Q: 3 clusters Score -434298.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -434338.031250 Penalty: 4170.723633
	Iteration 10Q: 3 clusters Score -434338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -434368.031250 Penalty: 4170.723633
	Iteration 11Q: 3 clusters Score -434368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -434397.593750 Penalty: 4170.723633
	Iteration 12Q: 3 clusters Score -434397.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -434419.843750 Penalty: 4170.723633
	Iteration 13Q: 3 clusters Score -434419.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -434446.250000 Penalty: 4170.723633
	Iteration 14Q: 3 clusters Score -434446.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -434475.062500 Penalty: 4170.723633
	Iteration 15Q: 3 clusters Score -434475.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -434514.406250 Penalty: 4170.723633
	Iteration 16Q: 3 clusters Score -434514.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -434543.531250 Penalty: 4170.723633
	Iteration 17Q: 3 clusters Score -434543.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -434572.187500 Penalty: 4170.723633
	Iteration 18Q: 3 clusters Score -434572.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -434603.812500 Penalty: 4170.723633
	Iteration 19Q: 3 clusters Score -434603.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -434640.468750 Penalty: 4170.723633
	Iteration 20F: 3 clusters Score -434640.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -434667.218750 Penalty: 4170.723633
	Iteration 21Q: 3 clusters Score -434667.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -434701.000000 Penalty: 4170.723633
	Iteration 22Q: 3 clusters Score -434701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -434734.812500 Penalty: 4170.723633
	Iteration 23Q: 3 clusters Score -434734.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -434758.812500 Penalty: 4170.723633
	Iteration 24Q: 3 clusters Score -434758.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -434785.156250 Penalty: 4170.723633
	Iteration 25Q: 3 clusters Score -434785.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -434808.187500 Penalty: 4170.723633
	Iteration 26Q: 3 clusters Score -434808.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -434833.000000 Penalty: 4170.723633
	Iteration 27Q: 3 clusters Score -434833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -434851.437500 Penalty: 4170.723633
	Iteration 28Q: 3 clusters Score -434851.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -434863.968750 Penalty: 4170.723633
	Iteration 29Q: 3 clusters Score -434864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -434871.000000 Penalty: 4170.723633
	Iteration 30Q: 3 clusters Score -434871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -434877.437500 Penalty: 4170.723633
	Iteration 31Q: 3 clusters Score -434877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -434880.843750 Penalty: 4170.723633
	Iteration 32Q: 3 clusters Score -434880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -434883.687500 Penalty: 4170.723633
	Iteration 33Q: 3 clusters Score -434883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -434888.968750 Penalty: 4170.723633
	Iteration 34Q: 3 clusters Score -434889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -434895.875000 Penalty: 4170.723633
	Iteration 35Q: 3 clusters Score -434895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -434905.781250 Penalty: 4170.723633
	Iteration 36Q: 3 clusters Score -434905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -434915.968750 Penalty: 4170.723633
	Iteration 37Q: 3 clusters Score -434916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -434917.531250 Penalty: 4170.723633
	Iteration 38Q: 3 clusters Score -434917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -434920.125000 Penalty: 4170.723633
	Iteration 39Q: 3 clusters Score -434920.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -434928.406250 Penalty: 4170.723633
	Iteration 40F: 3 clusters Score -434928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -434940.406250 Penalty: 4170.723633
	Iteration 41Q: 3 clusters Score -434940.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -434959.000000 Penalty: 4170.723633
	Iteration 42Q: 3 clusters Score -434959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -434978.375000 Penalty: 4170.723633
	Iteration 43Q: 3 clusters Score -434978.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -434993.843750 Penalty: 4170.723633
	Iteration 44Q: 3 clusters Score -434993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -435006.187500 Penalty: 4170.723633
	Iteration 45Q: 3 clusters Score -435006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -435011.812500 Penalty: 4170.723633
	Iteration 46Q: 3 clusters Score -435011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -435016.125000 Penalty: 4170.723633
	Iteration 47Q: 3 clusters Score -435016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -435019.531250 Penalty: 4170.723633
	Iteration 48Q: 3 clusters Score -435019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -435020.156250 Penalty: 4170.723633
	Iteration 49Q: 3 clusters Score -435020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -435021.312500 Penalty: 4170.723633
	Iteration 50Q: 3 clusters Score -435021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -435024.218750 Penalty: 4170.723633
	Iteration 51Q: 3 clusters Score -435024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -435028.312500 Penalty: 4170.723633
	Iteration 52Q: 3 clusters Score -435028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -435031.406250 Penalty: 4170.723633
	Iteration 53Q: 3 clusters Score -435031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -435034.312500 Penalty: 4170.723633
	Iteration 54Q: 3 clusters Score -435034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -435034.312500 Penalty: 4170.723633
	Iteration 55F: 3 clusters Score -435034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -612564.562500 Penalty: 2183.956055
	Iteration 0F: 2 clusters Score -612564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -607046.812500 Penalty: 4367.912109
	Iteration 0F: 3 clusters Score -607046.8 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -608477.375000 Penalty: 4367.912109
	Iteration 1F: 3 clusters Score -608477.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -608735.250000 Penalty: 4367.912109
	Iteration 2F: 3 clusters Score -608735.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -608933.562500 Penalty: 4367.912109
	Iteration 3F: 3 clusters Score -608933.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -609115.750000 Penalty: 4367.912109
	Iteration 4Q: 3 clusters Score -609115.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -609315.500000 Penalty: 4367.912109
	Iteration 5Q: 3 clusters Score -609315.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -609531.125000 Penalty: 4367.912109
	Iteration 6Q: 3 clusters Score -609531.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -609743.000000 Penalty: 4367.912109
	Iteration 7Q: 3 clusters Score -609743 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -609962.750000 Penalty: 4367.912109
	Iteration 8Q: 3 clusters Score -609962.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -610196.187500 Penalty: 4367.912109
	Iteration 9Q: 3 clusters Score -610196.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -610429.312500 Penalty: 4367.912109
	Iteration 10Q: 3 clusters Score -610429.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -610617.312500 Penalty: 4367.912109
	Iteration 11Q: 3 clusters Score -610617.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -610753.562500 Penalty: 4367.912109
	Iteration 12Q: 3 clusters Score -610753.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -610845.750000 Penalty: 4367.912109
	Iteration 13Q: 3 clusters Score -610845.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -610916.875000 Penalty: 4367.912109
	Iteration 14Q: 3 clusters Score -610916.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -610976.375000 Penalty: 4367.912109
	Iteration 15Q: 3 clusters Score -610976.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -611004.625000 Penalty: 4367.912109
	Iteration 16Q: 3 clusters Score -611004.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -611023.937500 Penalty: 4367.912109
	Iteration 17Q: 3 clusters Score -611023.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -611031.437500 Penalty: 4367.912109
	Iteration 18Q: 3 clusters Score -611031.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -611040.375000 Penalty: 4367.912109
	Iteration 19Q: 3 clusters Score -611040.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -611044.875000 Penalty: 4367.912109
	Iteration 20F: 3 clusters Score -611044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -611052.750000 Penalty: 4367.912109
	Iteration 21Q: 3 clusters Score -611052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -611055.312500 Penalty: 4367.912109
	Iteration 22Q: 3 clusters Score -611055.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -611057.625000 Penalty: 4367.912109
	Iteration 23Q: 3 clusters Score -611057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -611060.875000 Penalty: 4367.912109
	Iteration 24Q: 3 clusters Score -611060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -611064.187500 Penalty: 4367.912109
	Iteration 25Q: 3 clusters Score -611064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -611063.687500 Penalty: 4367.912109
	Iteration 26Q: 3 clusters Score -611063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -611065.937500 Penalty: 4367.912109
	Iteration 27Q: 3 clusters Score -611065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -611069.812500 Penalty: 4367.912109
	Iteration 28Q: 3 clusters Score -611069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -611070.625000 Penalty: 4367.912109
	Iteration 29Q: 3 clusters Score -611070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -611072.562500 Penalty: 4367.912109
	Iteration 30Q: 3 clusters Score -611072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -611072.375000 Penalty: 4367.912109
	Iteration 31Q: 3 clusters Score -611072.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -611076.000000 Penalty: 4367.912109
	Iteration 32Q: 3 clusters Score -611076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -611076.750000 Penalty: 4367.912109
	Iteration 33Q: 3 clusters Score -611076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -611076.812500 Penalty: 4367.912109
	Iteration 34Q: 3 clusters Score -611076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -611076.750000 Penalty: 4367.912109
	Iteration 35Q: 3 clusters Score -611076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -611076.750000 Penalty: 4367.912109
	Iteration 36F: 3 clusters Score -611076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 32533 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 76144 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 115998 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99602 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2666 members 
Mstep: Class 20 contains 3907 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85337 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3713 members 
Mstep: Class 28 contains 6997 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 40106 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 17805 members 
Mstep: Class 36 contains 5163 members 
Mstep: Class 37 contains 8774 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5407 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 5670 members 
Mstep: Class 43 contains 50160 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9176 members 
Mstep: Class 47 contains 10040 members 
Mstep: Class 48 contains 56757 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1662 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 8779 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4486 members 
Mstep: Class 58 contains 6676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125024.000000 Penalty: 197388.671875
Iteration 119Q: 59 clusters Score -8.412502e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 32530 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76117 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9340 members 
Mstep: Class 11 contains 116000 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 11909 members 
Mstep: Class 16 contains 99619 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 3901 members 
Mstep: Class 21 contains 2935 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85305 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 7012 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 39908 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 11032 members 
Mstep: Class 35 contains 17829 members 
Mstep: Class 36 contains 5172 members 
Mstep: Class 37 contains 8738 members 
Mstep: Class 38 contains 29052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5406 members 
Mstep: Class 41 contains 2084 members 
Mstep: Class 42 contains 5709 members 
Mstep: Class 43 contains 50165 members 
Mstep: Class 44 contains 5355 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9235 members 
Mstep: Class 47 contains 10033 members 
Mstep: Class 48 contains 56753 members 
Mstep: Class 49 contains 22784 members 
Mstep: Class 50 contains 1744 members 
Mstep: Class 51 contains 1659 members 
Mstep: Class 52 contains 4642 members 
Mstep: Class 53 contains 1919 members 
Mstep: Class 54 contains 2753 members 
Mstep: Class 55 contains 8926 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4488 members 
Mstep: Class 58 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125312.000000 Penalty: 197388.671875
Iteration 120F: 59 clusters Score -8.412531e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 32527 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76090 members 
Mstep: Class 6 contains 10846 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 115992 members 
Mstep: Class 12 contains 7265 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 11902 members 
Mstep: Class 16 contains 99661 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2655 members 
Mstep: Class 20 contains 3889 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 5183 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85271 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 3718 members 
Mstep: Class 28 contains 7017 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 39707 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15779 members 
Mstep: Class 34 contains 11011 members 
Mstep: Class 35 contains 17860 members 
Mstep: Class 36 contains 5179 members 
Mstep: Class 37 contains 8712 members 
Mstep: Class 38 contains 29042 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5405 members 
Mstep: Class 41 contains 2092 members 
Mstep: Class 42 contains 5734 members 
Mstep: Class 43 contains 50168 members 
Mstep: Class 44 contains 5352 members 
Mstep: Class 45 contains 1245 members 
Mstep: Class 46 contains 9284 members 
Mstep: Class 47 contains 10029 members 
Mstep: Class 48 contains 56749 members 
Mstep: Class 49 contains 22781 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1656 members 
Mstep: Class 52 contains 4651 members 
Mstep: Class 53 contains 1919 members 
Mstep: Class 54 contains 2752 members 
Mstep: Class 55 contains 9092 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4492 members 
Mstep: Class 58 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125424.000000 Penalty: 197388.671875
Iteration 121Q: 59 clusters Score -8.412542e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 32522 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76067 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 115986 members 
Mstep: Class 12 contains 7263 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 3099 members 
Mstep: Class 15 contains 11893 members 
Mstep: Class 16 contains 99667 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85234 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 7019 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 39463 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15778 members 
Mstep: Class 34 contains 10977 members 
Mstep: Class 35 contains 17917 members 
Mstep: Class 36 contains 5190 members 
Mstep: Class 37 contains 8684 members 
Mstep: Class 38 contains 29035 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5405 members 
Mstep: Class 41 contains 2099 members 
Mstep: Class 42 contains 5764 members 
Mstep: Class 43 contains 50173 members 
Mstep: Class 44 contains 5349 members 
Mstep: Class 45 contains 1245 members 
Mstep: Class 46 contains 9346 members 
Mstep: Class 47 contains 10025 members 
Mstep: Class 48 contains 56752 members 
Mstep: Class 49 contains 22774 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1651 members 
Mstep: Class 52 contains 4660 members 
Mstep: Class 53 contains 1918 members 
Mstep: Class 54 contains 2752 members 
Mstep: Class 55 contains 9310 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4484 members 
Mstep: Class 58 contains 6661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125464.000000 Penalty: 197388.671875
Iteration 122Q: 59 clusters Score -8.412546e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 32515 members 
Mstep: Class 3 contains 5165 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76049 members 
Mstep: Class 6 contains 10847 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4922 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 11 contains 115978 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 3098 members 
Mstep: Class 15 contains 11889 members 
Mstep: Class 16 contains 99699 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85186 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3722 members 
Mstep: Class 28 contains 7012 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 3553 members 
Mstep: Class 31 contains 39200 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15774 members 
Mstep: Class 34 contains 10954 members 
Mstep: Class 35 contains 17953 members 
Mstep: Class 36 contains 5195 members 
Mstep: Class 37 contains 8659 members 
Mstep: Class 38 contains 29006 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5403 members 
Mstep: Class 41 contains 2109 members 
Mstep: Class 42 contains 5794 members 
Mstep: Class 43 contains 50179 members 
Mstep: Class 44 contains 5347 members 
Mstep: Class 45 contains 1245 members 
Mstep: Class 46 contains 9395 members 
Mstep: Class 47 contains 10023 members 
Mstep: Class 48 contains 56750 members 
Mstep: Class 49 contains 22776 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 4674 members 
Mstep: Class 53 contains 1913 members 
Mstep: Class 54 contains 2750 members 
Mstep: Class 55 contains 9595 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4461 members 
Mstep: Class 58 contains 6656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84125696.000000 Penalty: 197388.671875
Iteration 123Q: 59 clusters Score -8.41257e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 32514 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 76024 members 
Mstep: Class 6 contains 10846 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4920 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 9523 members 
Mstep: Class 11 contains 115973 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 15 contains 11893 members 
Mstep: Class 16 contains 99740 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5197 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85135 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3725 members 
Mstep: Class 28 contains 6988 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 3553 members 
Mstep: Class 31 contains 38879 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15773 members 
Mstep: Class 34 contains 10940 members 
Mstep: Class 35 contains 17971 members 
Mstep: Class 36 contains 5205 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 28946 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5402 members 
Mstep: Class 41 contains 2125 members 
Mstep: Class 42 contains 5824 members 
Mstep: Class 43 contains 50181 members 
Mstep: Class 44 contains 5345 members 
Mstep: Class 45 contains 1246 members 
Mstep: Class 46 contains 9439 members 
Mstep: Class 47 contains 10020 members 
Mstep: Class 48 contains 56741 members 
Mstep: Class 49 contains 22771 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 4683 members 
Mstep: Class 53 contains 1910 members 
Mstep: Class 54 contains 2750 members 
Mstep: Class 55 contains 9947 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4450 members 
Mstep: Class 58 contains 6651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84126120.000000 Penalty: 197388.671875
Iteration 124Q: 59 clusters Score -8.412612e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 32508 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 75997 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4920 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 9559 members 
Mstep: Class 11 contains 115966 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 99770 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85081 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3727 members 
Mstep: Class 28 contains 6983 members 
Mstep: Class 29 contains 3339 members 
Mstep: Class 30 contains 3553 members 
Mstep: Class 31 contains 38558 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15773 members 
Mstep: Class 34 contains 10929 members 
Mstep: Class 35 contains 17987 members 
Mstep: Class 36 contains 5213 members 
Mstep: Class 37 contains 8604 members 
Mstep: Class 38 contains 28875 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5400 members 
Mstep: Class 41 contains 2137 members 
Mstep: Class 42 contains 5856 members 
Mstep: Class 43 contains 50184 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1246 members 
Mstep: Class 46 contains 9488 members 
Mstep: Class 47 contains 10013 members 
Mstep: Class 48 contains 56736 members 
Mstep: Class 49 contains 22764 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1640 members 
Mstep: Class 52 contains 4689 members 
Mstep: Class 53 contains 1909 members 
Mstep: Class 54 contains 2750 members 
Mstep: Class 55 contains 10343 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4423 members 
Mstep: Class 58 contains 6642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84126800.000000 Penalty: 197388.671875
Iteration 125Q: 59 clusters Score -8.41268e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 32505 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 75974 members 
Mstep: Class 6 contains 10857 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 115952 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 99802 members 
Mstep: Class 17 contains 12851 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 3866 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5211 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 85024 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3731 members 
Mstep: Class 28 contains 6980 members 
Mstep: Class 29 contains 3352 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 38266 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15774 members 
Mstep: Class 34 contains 10912 members 
Mstep: Class 35 contains 17977 members 
Mstep: Class 36 contains 5222 members 
Mstep: Class 37 contains 8573 members 
Mstep: Class 38 contains 28788 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5399 members 
Mstep: Class 41 contains 2149 members 
Mstep: Class 42 contains 5884 members 
Mstep: Class 43 contains 50192 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1247 members 
Mstep: Class 46 contains 9525 members 
Mstep: Class 47 contains 10005 members 
Mstep: Class 48 contains 56736 members 
Mstep: Class 49 contains 22758 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 4694 members 
Mstep: Class 53 contains 1909 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 10728 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4410 members 
Mstep: Class 58 contains 6633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84126968.000000 Penalty: 197388.671875
Iteration 126Q: 59 clusters Score -8.412697e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 32502 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 75958 members 
Mstep: Class 6 contains 10863 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 9625 members 
Mstep: Class 11 contains 115942 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 11926 members 
Mstep: Class 16 contains 99825 members 
Mstep: Class 17 contains 12851 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2611 members 
Mstep: Class 20 contains 3866 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 5220 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 84973 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3732 members 
Mstep: Class 28 contains 6967 members 
Mstep: Class 29 contains 3364 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 38036 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15769 members 
Mstep: Class 34 contains 10900 members 
Mstep: Class 35 contains 17979 members 
Mstep: Class 36 contains 5228 members 
Mstep: Class 37 contains 8539 members 
Mstep: Class 38 contains 28690 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5397 members 
Mstep: Class 41 contains 2158 members 
Mstep: Class 42 contains 5911 members 
Mstep: Class 43 contains 50199 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9562 members 
Mstep: Class 47 contains 9993 members 
Mstep: Class 48 contains 56736 members 
Mstep: Class 49 contains 22756 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1628 members 
Mstep: Class 52 contains 4704 members 
Mstep: Class 53 contains 1909 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 11095 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4387 members 
Mstep: Class 58 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84127608.000000 Penalty: 197388.671875
Iteration 127Q: 59 clusters Score -8.412761e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 32495 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 75943 members 
Mstep: Class 6 contains 10867 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 115931 members 
Mstep: Class 12 contains 7254 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 99827 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 3866 members 
Mstep: Class 21 contains 2922 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 84921 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3740 members 
Mstep: Class 28 contains 6964 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37854 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15768 members 
Mstep: Class 34 contains 10888 members 
Mstep: Class 35 contains 17970 members 
Mstep: Class 36 contains 5235 members 
Mstep: Class 37 contains 8512 members 
Mstep: Class 38 contains 28601 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5396 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 5937 members 
Mstep: Class 43 contains 50210 members 
Mstep: Class 44 contains 5342 members 
Mstep: Class 45 contains 1247 members 
Mstep: Class 46 contains 9604 members 
Mstep: Class 47 contains 9986 members 
Mstep: Class 48 contains 56737 members 
Mstep: Class 49 contains 22752 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1616 members 
Mstep: Class 52 contains 4712 members 
Mstep: Class 53 contains 1909 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 11433 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4358 members 
Mstep: Class 58 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84127536.000000 Penalty: 197388.671875
Iteration 128Q: 59 clusters Score -8.412754e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 32498 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 75916 members 
Mstep: Class 6 contains 10870 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 115925 members 
Mstep: Class 12 contains 7249 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 15 contains 11935 members 
Mstep: Class 16 contains 99827 members 
Mstep: Class 17 contains 12850 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 5226 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84880 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3741 members 
Mstep: Class 28 contains 6968 members 
Mstep: Class 29 contains 3390 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37715 members 
Mstep: Class 32 contains 843 members 
Mstep: Class 33 contains 15767 members 
Mstep: Class 34 contains 10878 members 
Mstep: Class 35 contains 17974 members 
Mstep: Class 36 contains 5240 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 28496 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5395 members 
Mstep: Class 41 contains 2174 members 
Mstep: Class 42 contains 5963 members 
Mstep: Class 43 contains 50223 members 
Mstep: Class 44 contains 5342 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9642 members 
Mstep: Class 47 contains 9984 members 
Mstep: Class 48 contains 56728 members 
Mstep: Class 49 contains 22751 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 4727 members 
Mstep: Class 53 contains 1907 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 11719 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4339 members 
Mstep: Class 58 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84127784.000000 Penalty: 197388.671875
Iteration 129Q: 59 clusters Score -8.412778e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 32495 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 75896 members 
Mstep: Class 6 contains 10876 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 10 contains 9649 members 
Mstep: Class 11 contains 115925 members 
Mstep: Class 12 contains 7247 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 99826 members 
Mstep: Class 17 contains 12851 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 3860 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84849 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3747 members 
Mstep: Class 28 contains 6971 members 
Mstep: Class 29 contains 3400 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37579 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 15774 members 
Mstep: Class 34 contains 10868 members 
Mstep: Class 35 contains 17983 members 
Mstep: Class 36 contains 5241 members 
Mstep: Class 37 contains 8468 members 
Mstep: Class 38 contains 28394 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5394 members 
Mstep: Class 41 contains 2179 members 
Mstep: Class 42 contains 5981 members 
Mstep: Class 43 contains 50232 members 
Mstep: Class 44 contains 5341 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9675 members 
Mstep: Class 47 contains 9981 members 
Mstep: Class 48 contains 56721 members 
Mstep: Class 49 contains 22750 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 1598 members 
Mstep: Class 52 contains 4738 members 
Mstep: Class 53 contains 1907 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 11996 members 
Mstep: Class 56 contains 464 members 
Mstep: Class 57 contains 4313 members 
Mstep: Class 58 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84127880.000000 Penalty: 197388.671875
Iteration 130Q: 59 clusters Score -8.412788e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 32494 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 75873 members 
Mstep: Class 6 contains 10882 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4916 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 115921 members 
Mstep: Class 12 contains 7244 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 11926 members 
Mstep: Class 16 contains 99816 members 
Mstep: Class 17 contains 12848 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 2597 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84821 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3759 members 
Mstep: Class 28 contains 6984 members 
Mstep: Class 29 contains 3409 members 
Mstep: Class 30 contains 3553 members 
Mstep: Class 31 contains 37485 members 
Mstep: Class 32 contains 841 members 
Mstep: Class 33 contains 15778 members 
Mstep: Class 34 contains 10861 members 
Mstep: Class 35 contains 18001 members 
Mstep: Class 36 contains 5244 members 
Mstep: Class 37 contains 8444 members 
Mstep: Class 38 contains 28280 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5394 members 
Mstep: Class 41 contains 2185 members 
Mstep: Class 42 contains 5998 members 
Mstep: Class 43 contains 50239 members 
Mstep: Class 44 contains 5343 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9698 members 
Mstep: Class 47 contains 9982 members 
Mstep: Class 48 contains 56712 members 
Mstep: Class 49 contains 22746 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1580 members 
Mstep: Class 52 contains 4745 members 
Mstep: Class 53 contains 1905 members 
Mstep: Class 54 contains 2750 members 
Mstep: Class 55 contains 12234 members 
Mstep: Class 56 contains 465 members 
Mstep: Class 57 contains 4287 members 
Mstep: Class 58 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84127992.000000 Penalty: 197388.671875
Iteration 131Q: 59 clusters Score -8.412799e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 32490 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 75848 members 
Mstep: Class 6 contains 10886 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4915 members 
Mstep: Class 9 contains 5235 members 
Mstep: Class 10 contains 9655 members 
Mstep: Class 11 contains 115908 members 
Mstep: Class 12 contains 7238 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3073 members 
Mstep: Class 15 contains 11924 members 
Mstep: Class 16 contains 99817 members 
Mstep: Class 17 contains 12851 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 21 contains 2919 members 
Mstep: Class 22 contains 5238 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84797 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3769 members 
Mstep: Class 28 contains 7001 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37399 members 
Mstep: Class 32 contains 840 members 
Mstep: Class 33 contains 15779 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 18022 members 
Mstep: Class 36 contains 5244 members 
Mstep: Class 37 contains 8422 members 
Mstep: Class 38 contains 28172 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5393 members 
Mstep: Class 41 contains 2194 members 
Mstep: Class 42 contains 6019 members 
Mstep: Class 43 contains 50244 members 
Mstep: Class 44 contains 5342 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9720 members 
Mstep: Class 47 contains 9976 members 
Mstep: Class 48 contains 56710 members 
Mstep: Class 49 contains 22747 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1562 members 
Mstep: Class 52 contains 4751 members 
Mstep: Class 53 contains 1905 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 12464 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 4255 members 
Mstep: Class 58 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128056.000000 Penalty: 197388.671875
Iteration 132Q: 59 clusters Score -8.412806e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 32483 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 75821 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4912 members 
Mstep: Class 9 contains 5235 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 115901 members 
Mstep: Class 12 contains 7232 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 11910 members 
Mstep: Class 16 contains 99802 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 2594 members 
Mstep: Class 20 contains 3852 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84784 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3782 members 
Mstep: Class 28 contains 7013 members 
Mstep: Class 29 contains 3422 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 37312 members 
Mstep: Class 32 contains 839 members 
Mstep: Class 33 contains 15779 members 
Mstep: Class 34 contains 10854 members 
Mstep: Class 35 contains 18060 members 
Mstep: Class 36 contains 5247 members 
Mstep: Class 37 contains 8398 members 
Mstep: Class 38 contains 28070 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5388 members 
Mstep: Class 41 contains 2203 members 
Mstep: Class 42 contains 6039 members 
Mstep: Class 43 contains 50256 members 
Mstep: Class 44 contains 5341 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9746 members 
Mstep: Class 47 contains 9964 members 
Mstep: Class 48 contains 56717 members 
Mstep: Class 49 contains 22744 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1549 members 
Mstep: Class 52 contains 4756 members 
Mstep: Class 53 contains 1901 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 12679 members 
Mstep: Class 56 contains 467 members 
Mstep: Class 57 contains 4207 members 
Mstep: Class 58 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128072.000000 Penalty: 197388.671875
Iteration 133Q: 59 clusters Score -8.412807e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 32481 members 
Mstep: Class 3 contains 5341 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 75792 members 
Mstep: Class 6 contains 10910 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 5238 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 115897 members 
Mstep: Class 12 contains 7229 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 99796 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1171 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 3853 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 5267 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84759 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 7026 members 
Mstep: Class 29 contains 3430 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 37242 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15781 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 18065 members 
Mstep: Class 36 contains 5249 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 27985 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5387 members 
Mstep: Class 41 contains 2211 members 
Mstep: Class 42 contains 6060 members 
Mstep: Class 43 contains 50267 members 
Mstep: Class 44 contains 5340 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9769 members 
Mstep: Class 47 contains 9951 members 
Mstep: Class 48 contains 56729 members 
Mstep: Class 49 contains 22741 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1536 members 
Mstep: Class 52 contains 4759 members 
Mstep: Class 53 contains 1899 members 
Mstep: Class 54 contains 2750 members 
Mstep: Class 55 contains 12870 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4160 members 
Mstep: Class 58 contains 6570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128104.000000 Penalty: 197388.671875
Iteration 134Q: 59 clusters Score -8.41281e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 32483 members 
Mstep: Class 3 contains 5358 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 75772 members 
Mstep: Class 6 contains 10916 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4905 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 9693 members 
Mstep: Class 11 contains 115895 members 
Mstep: Class 12 contains 7228 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 11901 members 
Mstep: Class 16 contains 99799 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 5278 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 84741 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 7047 members 
Mstep: Class 29 contains 3437 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37180 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15778 members 
Mstep: Class 34 contains 10846 members 
Mstep: Class 35 contains 18074 members 
Mstep: Class 36 contains 5255 members 
Mstep: Class 37 contains 8373 members 
Mstep: Class 38 contains 27902 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5386 members 
Mstep: Class 41 contains 2217 members 
Mstep: Class 42 contains 6078 members 
Mstep: Class 43 contains 50265 members 
Mstep: Class 44 contains 5339 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9790 members 
Mstep: Class 47 contains 9934 members 
Mstep: Class 48 contains 56728 members 
Mstep: Class 49 contains 22733 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1523 members 
Mstep: Class 52 contains 4759 members 
Mstep: Class 53 contains 1896 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 13048 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4112 members 
Mstep: Class 58 contains 6563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128184.000000 Penalty: 197388.671875
Iteration 135Q: 59 clusters Score -8.412818e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 32480 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75744 members 
Mstep: Class 6 contains 10930 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 5240 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 115891 members 
Mstep: Class 12 contains 7228 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 11893 members 
Mstep: Class 16 contains 99820 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 2921 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 7045 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37125 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15780 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 18078 members 
Mstep: Class 36 contains 5264 members 
Mstep: Class 37 contains 8359 members 
Mstep: Class 38 contains 27840 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5383 members 
Mstep: Class 41 contains 2228 members 
Mstep: Class 42 contains 6098 members 
Mstep: Class 43 contains 50265 members 
Mstep: Class 44 contains 5338 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9813 members 
Mstep: Class 47 contains 9924 members 
Mstep: Class 48 contains 56720 members 
Mstep: Class 49 contains 22724 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1508 members 
Mstep: Class 52 contains 4763 members 
Mstep: Class 53 contains 1896 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 13198 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4077 members 
Mstep: Class 58 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128288.000000 Penalty: 197388.671875
Iteration 136Q: 59 clusters Score -8.412829e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 32479 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75709 members 
Mstep: Class 6 contains 10930 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4904 members 
Mstep: Class 9 contains 5242 members 
Mstep: Class 10 contains 9719 members 
Mstep: Class 11 contains 115890 members 
Mstep: Class 12 contains 7226 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 11888 members 
Mstep: Class 16 contains 99856 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 2919 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84698 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 7047 members 
Mstep: Class 29 contains 3446 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 37079 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15782 members 
Mstep: Class 34 contains 10841 members 
Mstep: Class 35 contains 18074 members 
Mstep: Class 36 contains 5265 members 
Mstep: Class 37 contains 8355 members 
Mstep: Class 38 contains 27784 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2231 members 
Mstep: Class 42 contains 6111 members 
Mstep: Class 43 contains 50274 members 
Mstep: Class 44 contains 5336 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9830 members 
Mstep: Class 47 contains 9911 members 
Mstep: Class 48 contains 56725 members 
Mstep: Class 49 contains 22719 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1489 members 
Mstep: Class 52 contains 4766 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 13317 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4056 members 
Mstep: Class 58 contains 6553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128184.000000 Penalty: 197388.671875
Iteration 137Q: 59 clusters Score -8.412818e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 32480 members 
Mstep: Class 3 contains 5399 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75684 members 
Mstep: Class 6 contains 10934 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 11 contains 115884 members 
Mstep: Class 12 contains 7222 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3064 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 99887 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84676 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3838 members 
Mstep: Class 28 contains 7048 members 
Mstep: Class 29 contains 3451 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 37066 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15781 members 
Mstep: Class 34 contains 10839 members 
Mstep: Class 35 contains 18067 members 
Mstep: Class 36 contains 5271 members 
Mstep: Class 37 contains 8351 members 
Mstep: Class 38 contains 27725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5376 members 
Mstep: Class 41 contains 2235 members 
Mstep: Class 42 contains 6119 members 
Mstep: Class 43 contains 50279 members 
Mstep: Class 44 contains 5336 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9845 members 
Mstep: Class 47 contains 9893 members 
Mstep: Class 48 contains 56726 members 
Mstep: Class 49 contains 22713 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1469 members 
Mstep: Class 52 contains 4763 members 
Mstep: Class 53 contains 1900 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 13416 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4037 members 
Mstep: Class 58 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128256.000000 Penalty: 197388.671875
Iteration 138Q: 59 clusters Score -8.412826e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 32477 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75664 members 
Mstep: Class 6 contains 10935 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 115879 members 
Mstep: Class 12 contains 7216 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3063 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 99894 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 1176 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5314 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84664 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3850 members 
Mstep: Class 28 contains 7040 members 
Mstep: Class 29 contains 3454 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37073 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15783 members 
Mstep: Class 34 contains 10834 members 
Mstep: Class 35 contains 18059 members 
Mstep: Class 36 contains 5276 members 
Mstep: Class 37 contains 8345 members 
Mstep: Class 38 contains 27665 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5376 members 
Mstep: Class 41 contains 2244 members 
Mstep: Class 42 contains 6128 members 
Mstep: Class 43 contains 50281 members 
Mstep: Class 44 contains 5336 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9864 members 
Mstep: Class 47 contains 9869 members 
Mstep: Class 48 contains 56733 members 
Mstep: Class 49 contains 22709 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1451 members 
Mstep: Class 52 contains 4759 members 
Mstep: Class 53 contains 1899 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 13495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4023 members 
Mstep: Class 58 contains 6548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128408.000000 Penalty: 197388.671875
Iteration 139Q: 59 clusters Score -8.412841e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 32472 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75647 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 9768 members 
Mstep: Class 11 contains 115878 members 
Mstep: Class 12 contains 7214 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 99892 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 3844 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 5321 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84652 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 3866 members 
Mstep: Class 28 contains 7033 members 
Mstep: Class 29 contains 3458 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37060 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15784 members 
Mstep: Class 34 contains 10831 members 
Mstep: Class 35 contains 18059 members 
Mstep: Class 36 contains 5281 members 
Mstep: Class 37 contains 8339 members 
Mstep: Class 38 contains 27629 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2256 members 
Mstep: Class 42 contains 6139 members 
Mstep: Class 43 contains 50283 members 
Mstep: Class 44 contains 5334 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9877 members 
Mstep: Class 47 contains 9853 members 
Mstep: Class 48 contains 56738 members 
Mstep: Class 49 contains 22706 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1429 members 
Mstep: Class 52 contains 4754 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2752 members 
Mstep: Class 55 contains 13558 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4017 members 
Mstep: Class 58 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128680.000000 Penalty: 197388.671875
Iteration 140F: 59 clusters Score -8.412868e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 32468 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75635 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 9788 members 
Mstep: Class 11 contains 115874 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 11870 members 
Mstep: Class 16 contains 99907 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 2921 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84624 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 7032 members 
Mstep: Class 29 contains 3459 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37051 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15781 members 
Mstep: Class 34 contains 10828 members 
Mstep: Class 35 contains 18038 members 
Mstep: Class 36 contains 5287 members 
Mstep: Class 37 contains 8335 members 
Mstep: Class 38 contains 27582 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2261 members 
Mstep: Class 42 contains 6137 members 
Mstep: Class 43 contains 50292 members 
Mstep: Class 44 contains 5334 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9886 members 
Mstep: Class 47 contains 9833 members 
Mstep: Class 48 contains 56744 members 
Mstep: Class 49 contains 22704 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1407 members 
Mstep: Class 52 contains 4751 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 13652 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4011 members 
Mstep: Class 58 contains 6542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128992.000000 Penalty: 197388.671875
Iteration 141Q: 59 clusters Score -8.412899e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 32466 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75622 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 9797 members 
Mstep: Class 11 contains 115869 members 
Mstep: Class 12 contains 7210 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 11865 members 
Mstep: Class 16 contains 99920 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 3844 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84604 members 
Mstep: Class 25 contains 3062 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3896 members 
Mstep: Class 28 contains 7028 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37051 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15781 members 
Mstep: Class 34 contains 10827 members 
Mstep: Class 35 contains 18030 members 
Mstep: Class 36 contains 5291 members 
Mstep: Class 37 contains 8325 members 
Mstep: Class 38 contains 27543 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2266 members 
Mstep: Class 42 contains 6143 members 
Mstep: Class 43 contains 50298 members 
Mstep: Class 44 contains 5334 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9900 members 
Mstep: Class 47 contains 9810 members 
Mstep: Class 48 contains 56743 members 
Mstep: Class 49 contains 22706 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1379 members 
Mstep: Class 52 contains 4746 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 13717 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 4003 members 
Mstep: Class 58 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84128936.000000 Penalty: 197388.671875
Iteration 142Q: 59 clusters Score -8.412894e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 32464 members 
Mstep: Class 3 contains 5492 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75605 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 115862 members 
Mstep: Class 12 contains 7210 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 11864 members 
Mstep: Class 16 contains 99955 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 1180 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 3841 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 5344 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84583 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3921 members 
Mstep: Class 28 contains 7030 members 
Mstep: Class 29 contains 3467 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37059 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15785 members 
Mstep: Class 34 contains 10825 members 
Mstep: Class 35 contains 18031 members 
Mstep: Class 36 contains 5297 members 
Mstep: Class 37 contains 8317 members 
Mstep: Class 38 contains 27495 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2272 members 
Mstep: Class 42 contains 6147 members 
Mstep: Class 43 contains 50299 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9910 members 
Mstep: Class 47 contains 9787 members 
Mstep: Class 48 contains 56737 members 
Mstep: Class 49 contains 22707 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1340 members 
Mstep: Class 52 contains 4748 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 13769 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3991 members 
Mstep: Class 58 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129200.000000 Penalty: 197388.671875
Iteration 143Q: 59 clusters Score -8.41292e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 32463 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75584 members 
Mstep: Class 6 contains 10935 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 115860 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 11865 members 
Mstep: Class 16 contains 99975 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84564 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 3963 members 
Mstep: Class 28 contains 7038 members 
Mstep: Class 29 contains 3468 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37068 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10824 members 
Mstep: Class 35 contains 18015 members 
Mstep: Class 36 contains 5303 members 
Mstep: Class 37 contains 8318 members 
Mstep: Class 38 contains 27447 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5376 members 
Mstep: Class 41 contains 2274 members 
Mstep: Class 42 contains 6156 members 
Mstep: Class 43 contains 50297 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9927 members 
Mstep: Class 47 contains 9772 members 
Mstep: Class 48 contains 56731 members 
Mstep: Class 49 contains 22708 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1289 members 
Mstep: Class 52 contains 4743 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 13822 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3984 members 
Mstep: Class 58 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129528.000000 Penalty: 197388.671875
Iteration 144Q: 59 clusters Score -8.412953e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 32462 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 75568 members 
Mstep: Class 6 contains 10937 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 115854 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 11863 members 
Mstep: Class 16 contains 100001 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 3834 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 5352 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84535 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 7032 members 
Mstep: Class 29 contains 3471 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37085 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15786 members 
Mstep: Class 34 contains 10822 members 
Mstep: Class 35 contains 17995 members 
Mstep: Class 36 contains 5312 members 
Mstep: Class 37 contains 8318 members 
Mstep: Class 38 contains 27397 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2279 members 
Mstep: Class 42 contains 6160 members 
Mstep: Class 43 contains 50301 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1248 members 
Mstep: Class 46 contains 9939 members 
Mstep: Class 47 contains 9761 members 
Mstep: Class 48 contains 56728 members 
Mstep: Class 49 contains 22706 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 4741 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2751 members 
Mstep: Class 55 contains 13882 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3976 members 
Mstep: Class 58 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129800.000000 Penalty: 197388.671875
Iteration 145Q: 59 clusters Score -8.41298e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 32461 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75547 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 115850 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 11859 members 
Mstep: Class 16 contains 100035 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 5357 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84508 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4032 members 
Mstep: Class 28 contains 7019 members 
Mstep: Class 29 contains 3474 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37098 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15786 members 
Mstep: Class 34 contains 10821 members 
Mstep: Class 35 contains 17980 members 
Mstep: Class 36 contains 5320 members 
Mstep: Class 37 contains 8310 members 
Mstep: Class 38 contains 27356 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5381 members 
Mstep: Class 41 contains 2287 members 
Mstep: Class 42 contains 6166 members 
Mstep: Class 43 contains 50302 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1247 members 
Mstep: Class 46 contains 9952 members 
Mstep: Class 47 contains 9751 members 
Mstep: Class 48 contains 56719 members 
Mstep: Class 49 contains 22704 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1186 members 
Mstep: Class 52 contains 4745 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2752 members 
Mstep: Class 55 contains 13933 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3971 members 
Mstep: Class 58 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129704.000000 Penalty: 197388.671875
Iteration 146Q: 59 clusters Score -8.41297e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 32459 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75529 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 115844 members 
Mstep: Class 12 contains 7198 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 100077 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1194 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84490 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 7010 members 
Mstep: Class 29 contains 3478 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37114 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10822 members 
Mstep: Class 35 contains 17960 members 
Mstep: Class 36 contains 5329 members 
Mstep: Class 37 contains 8301 members 
Mstep: Class 38 contains 27321 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5380 members 
Mstep: Class 41 contains 2295 members 
Mstep: Class 42 contains 6174 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1246 members 
Mstep: Class 46 contains 9971 members 
Mstep: Class 47 contains 9745 members 
Mstep: Class 48 contains 56711 members 
Mstep: Class 49 contains 22699 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1162 members 
Mstep: Class 52 contains 4745 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2753 members 
Mstep: Class 55 contains 13966 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3968 members 
Mstep: Class 58 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129752.000000 Penalty: 197388.671875
Iteration 147Q: 59 clusters Score -8.412975e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 32458 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75518 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 115840 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 3059 members 
Mstep: Class 15 contains 11859 members 
Mstep: Class 16 contains 100097 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5364 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84469 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 7006 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37121 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10825 members 
Mstep: Class 35 contains 17943 members 
Mstep: Class 36 contains 5340 members 
Mstep: Class 37 contains 8290 members 
Mstep: Class 38 contains 27293 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2302 members 
Mstep: Class 42 contains 6182 members 
Mstep: Class 43 contains 50308 members 
Mstep: Class 44 contains 5333 members 
Mstep: Class 45 contains 1243 members 
Mstep: Class 46 contains 9989 members 
Mstep: Class 47 contains 9736 members 
Mstep: Class 48 contains 56716 members 
Mstep: Class 49 contains 22697 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1159 members 
Mstep: Class 52 contains 4749 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2755 members 
Mstep: Class 55 contains 13998 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3963 members 
Mstep: Class 58 contains 6528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129984.000000 Penalty: 197388.671875
Iteration 148Q: 59 clusters Score -8.412998e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 32458 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75505 members 
Mstep: Class 6 contains 10945 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 100136 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5367 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84448 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 7006 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 37130 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10825 members 
Mstep: Class 35 contains 17936 members 
Mstep: Class 36 contains 5351 members 
Mstep: Class 37 contains 8273 members 
Mstep: Class 38 contains 27281 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5376 members 
Mstep: Class 41 contains 2306 members 
Mstep: Class 42 contains 6192 members 
Mstep: Class 43 contains 50312 members 
Mstep: Class 44 contains 5333 members 
Mstep: Class 45 contains 1241 members 
Mstep: Class 46 contains 10007 members 
Mstep: Class 47 contains 9722 members 
Mstep: Class 48 contains 56712 members 
Mstep: Class 49 contains 22691 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1157 members 
Mstep: Class 52 contains 4747 members 
Mstep: Class 53 contains 1898 members 
Mstep: Class 54 contains 2756 members 
Mstep: Class 55 contains 14020 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3959 members 
Mstep: Class 58 contains 6526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130152.000000 Penalty: 197388.671875
Iteration 149Q: 59 clusters Score -8.413015e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 32457 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75493 members 
Mstep: Class 6 contains 10949 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 115840 members 
Mstep: Class 12 contains 7182 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 100176 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5370 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84434 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 7005 members 
Mstep: Class 29 contains 3491 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 37142 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10821 members 
Mstep: Class 35 contains 17923 members 
Mstep: Class 36 contains 5354 members 
Mstep: Class 37 contains 8261 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2310 members 
Mstep: Class 42 contains 6198 members 
Mstep: Class 43 contains 50314 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1241 members 
Mstep: Class 46 contains 10018 members 
Mstep: Class 47 contains 9712 members 
Mstep: Class 48 contains 56708 members 
Mstep: Class 49 contains 22686 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1157 members 
Mstep: Class 52 contains 4742 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2756 members 
Mstep: Class 55 contains 14039 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3952 members 
Mstep: Class 58 contains 6525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130160.000000 Penalty: 197388.671875
Iteration 150Q: 59 clusters Score -8.413016e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 32454 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75486 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 115837 members 
Mstep: Class 12 contains 7179 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100204 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84429 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 7009 members 
Mstep: Class 29 contains 3498 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37164 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10821 members 
Mstep: Class 35 contains 17908 members 
Mstep: Class 36 contains 5357 members 
Mstep: Class 37 contains 8257 members 
Mstep: Class 38 contains 27223 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5374 members 
Mstep: Class 41 contains 2313 members 
Mstep: Class 42 contains 6204 members 
Mstep: Class 43 contains 50314 members 
Mstep: Class 44 contains 5334 members 
Mstep: Class 45 contains 1241 members 
Mstep: Class 46 contains 10035 members 
Mstep: Class 47 contains 9706 members 
Mstep: Class 48 contains 56697 members 
Mstep: Class 49 contains 22684 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4739 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2757 members 
Mstep: Class 55 contains 14061 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3945 members 
Mstep: Class 58 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130024.000000 Penalty: 197388.671875
Iteration 151Q: 59 clusters Score -8.413002e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 32453 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75474 members 
Mstep: Class 6 contains 10949 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4882 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 115833 members 
Mstep: Class 12 contains 7173 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 100248 members 
Mstep: Class 17 contains 12862 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84413 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4083 members 
Mstep: Class 28 contains 7010 members 
Mstep: Class 29 contains 3498 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37193 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15786 members 
Mstep: Class 34 contains 10821 members 
Mstep: Class 35 contains 17892 members 
Mstep: Class 36 contains 5363 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 27187 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5374 members 
Mstep: Class 41 contains 2314 members 
Mstep: Class 42 contains 6208 members 
Mstep: Class 43 contains 50312 members 
Mstep: Class 44 contains 5333 members 
Mstep: Class 45 contains 1241 members 
Mstep: Class 46 contains 10060 members 
Mstep: Class 47 contains 9701 members 
Mstep: Class 48 contains 56688 members 
Mstep: Class 49 contains 22682 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4736 members 
Mstep: Class 53 contains 1897 members 
Mstep: Class 54 contains 2758 members 
Mstep: Class 55 contains 14075 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3941 members 
Mstep: Class 58 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130104.000000 Penalty: 197388.671875
Iteration 152Q: 59 clusters Score -8.41301e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 32453 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75465 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4879 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 115836 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 100280 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84401 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 7006 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37216 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 17861 members 
Mstep: Class 36 contains 5364 members 
Mstep: Class 37 contains 8239 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5373 members 
Mstep: Class 41 contains 2317 members 
Mstep: Class 42 contains 6213 members 
Mstep: Class 43 contains 50310 members 
Mstep: Class 44 contains 5332 members 
Mstep: Class 45 contains 1241 members 
Mstep: Class 46 contains 10088 members 
Mstep: Class 47 contains 9696 members 
Mstep: Class 48 contains 56675 members 
Mstep: Class 49 contains 22682 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4740 members 
Mstep: Class 53 contains 1899 members 
Mstep: Class 54 contains 2757 members 
Mstep: Class 55 contains 14090 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3941 members 
Mstep: Class 58 contains 6521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84130064.000000 Penalty: 197388.671875
Iteration 153Q: 59 clusters Score -8.413006e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 32451 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75454 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 9901 members 
Mstep: Class 11 contains 115836 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11857 members 
Mstep: Class 16 contains 100331 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 2559 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 5378 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84396 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 7000 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37236 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10819 members 
Mstep: Class 35 contains 17824 members 
Mstep: Class 36 contains 5364 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 27142 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5373 members 
Mstep: Class 41 contains 2321 members 
Mstep: Class 42 contains 6218 members 
Mstep: Class 43 contains 50302 members 
Mstep: Class 44 contains 5331 members 
Mstep: Class 45 contains 1241 members 
Mstep: Class 46 contains 10110 members 
Mstep: Class 47 contains 9686 members 
Mstep: Class 48 contains 56673 members 
Mstep: Class 49 contains 22684 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4745 members 
Mstep: Class 53 contains 1901 members 
Mstep: Class 54 contains 2757 members 
Mstep: Class 55 contains 14104 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3938 members 
Mstep: Class 58 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129936.000000 Penalty: 197388.671875
Iteration 154Q: 59 clusters Score -8.412994e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 32446 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75437 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 5259 members 
Mstep: Class 10 contains 9906 members 
Mstep: Class 11 contains 115832 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 100389 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1236 members 
Mstep: Class 19 contains 2556 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 5382 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84379 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6999 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 37244 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10818 members 
Mstep: Class 35 contains 17796 members 
Mstep: Class 36 contains 5365 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 27118 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5373 members 
Mstep: Class 41 contains 2323 members 
Mstep: Class 42 contains 6224 members 
Mstep: Class 43 contains 50302 members 
Mstep: Class 44 contains 5332 members 
Mstep: Class 45 contains 1240 members 
Mstep: Class 46 contains 10124 members 
Mstep: Class 47 contains 9676 members 
Mstep: Class 48 contains 56672 members 
Mstep: Class 49 contains 22684 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4750 members 
Mstep: Class 53 contains 1905 members 
Mstep: Class 54 contains 2757 members 
Mstep: Class 55 contains 14121 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3937 members 
Mstep: Class 58 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129840.000000 Penalty: 197388.671875
Iteration 155Q: 59 clusters Score -8.412984e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 32443 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75422 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4871 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 9917 members 
Mstep: Class 11 contains 115832 members 
Mstep: Class 12 contains 7163 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100429 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84369 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6994 members 
Mstep: Class 29 contains 3498 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37255 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10818 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 5368 members 
Mstep: Class 37 contains 8209 members 
Mstep: Class 38 contains 27095 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5374 members 
Mstep: Class 41 contains 2325 members 
Mstep: Class 42 contains 6227 members 
Mstep: Class 43 contains 50302 members 
Mstep: Class 44 contains 5330 members 
Mstep: Class 45 contains 1238 members 
Mstep: Class 46 contains 10142 members 
Mstep: Class 47 contains 9673 members 
Mstep: Class 48 contains 56663 members 
Mstep: Class 49 contains 22681 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4754 members 
Mstep: Class 53 contains 1909 members 
Mstep: Class 54 contains 2756 members 
Mstep: Class 55 contains 14143 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3934 members 
Mstep: Class 58 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129808.000000 Penalty: 197388.671875
Iteration 156Q: 59 clusters Score -8.412981e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 32439 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75411 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 115827 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100466 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84366 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6991 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37264 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10818 members 
Mstep: Class 35 contains 17753 members 
Mstep: Class 36 contains 5369 members 
Mstep: Class 37 contains 8202 members 
Mstep: Class 38 contains 27084 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2327 members 
Mstep: Class 42 contains 6229 members 
Mstep: Class 43 contains 50297 members 
Mstep: Class 44 contains 5329 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10155 members 
Mstep: Class 47 contains 9673 members 
Mstep: Class 48 contains 56656 members 
Mstep: Class 49 contains 22680 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4759 members 
Mstep: Class 53 contains 1910 members 
Mstep: Class 54 contains 2757 members 
Mstep: Class 55 contains 14160 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3930 members 
Mstep: Class 58 contains 6506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129816.000000 Penalty: 197388.671875
Iteration 157Q: 59 clusters Score -8.412982e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 32435 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75402 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 115823 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 100499 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 3824 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84352 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6986 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37275 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15788 members 
Mstep: Class 34 contains 10818 members 
Mstep: Class 35 contains 17728 members 
Mstep: Class 36 contains 5369 members 
Mstep: Class 37 contains 8200 members 
Mstep: Class 38 contains 27066 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2328 members 
Mstep: Class 42 contains 6229 members 
Mstep: Class 43 contains 50298 members 
Mstep: Class 44 contains 5328 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10167 members 
Mstep: Class 47 contains 9671 members 
Mstep: Class 48 contains 56654 members 
Mstep: Class 49 contains 22680 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4765 members 
Mstep: Class 53 contains 1910 members 
Mstep: Class 54 contains 2759 members 
Mstep: Class 55 contains 14174 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84129984.000000 Penalty: 197388.671875
Iteration 158Q: 59 clusters Score -8.412998e+07 nChanged 286
Entering ConstructFrom: 
Score: -84129984.000000 Penalty: 197388.671875
Entering ConstructFrom: 
Trying to split cluster 1 (42886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Entering Unmasked Estep 
Score: -4177101.500000 Penalty: 2645.242676
	Iteration 0F: 2 clusters Score -4177102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4148136.000000 Penalty: 5290.485352
	Iteration 0F: 3 clusters Score -4148136 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4159058.750000 Penalty: 5290.485352
	Iteration 1F: 3 clusters Score -4159059 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4159840.250000 Penalty: 5290.485352
	Iteration 2Q: 3 clusters Score -4159840 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4160781.000000 Penalty: 5290.485352
	Iteration 3Q: 3 clusters Score -4160781 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -4161964.750000 Penalty: 5290.485352
	Iteration 4F: 3 clusters Score -4161965 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4163679.500000 Penalty: 5290.485352
	Iteration 5F: 3 clusters Score -4163680 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4165929.000000 Penalty: 5290.485352
	Iteration 6F: 3 clusters Score -4165929 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4168540.500000 Penalty: 5290.485352
	Iteration 7F: 3 clusters Score -4168540 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4170976.250000 Penalty: 5290.485352
	Iteration 8F: 3 clusters Score -4170976 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4172638.500000 Penalty: 5290.485352
	Iteration 9F: 3 clusters Score -4172638 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4173596.500000 Penalty: 5290.485352
	Iteration 10Q: 3 clusters Score -4173596 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4174104.000000 Penalty: 5290.485352
	Iteration 11Q: 3 clusters Score -4174104 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4174401.500000 Penalty: 5290.485352
	Iteration 12Q: 3 clusters Score -4174402 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4174643.250000 Penalty: 5290.485352
	Iteration 13Q: 3 clusters Score -4174643 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4174836.750000 Penalty: 5290.485352
	Iteration 14Q: 3 clusters Score -4174837 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4174983.500000 Penalty: 5290.485352
	Iteration 15Q: 3 clusters Score -4174984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4175097.750000 Penalty: 5290.485352
	Iteration 16Q: 3 clusters Score -4175098 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4175212.500000 Penalty: 5290.485352
	Iteration 17Q: 3 clusters Score -4175212 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4175301.500000 Penalty: 5290.485352
	Iteration 18Q: 3 clusters Score -4175302 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4175432.250000 Penalty: 5290.485352
	Iteration 19Q: 3 clusters Score -4175432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4175539.750000 Penalty: 5290.485352
	Iteration 20F: 3 clusters Score -4175540 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -4175632.500000 Penalty: 5290.485352
	Iteration 21Q: 3 clusters Score -4175632 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4175723.250000 Penalty: 5290.485352
	Iteration 22Q: 3 clusters Score -4175723 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4175844.000000 Penalty: 5290.485352
	Iteration 23Q: 3 clusters Score -4175844 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4175952.250000 Penalty: 5290.485352
	Iteration 24Q: 3 clusters Score -4175952 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4176073.000000 Penalty: 5290.485352
	Iteration 25Q: 3 clusters Score -4176073 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4176185.000000 Penalty: 5290.485352
	Iteration 26Q: 3 clusters Score -4176185 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4176317.250000 Penalty: 5290.485352
	Iteration 27Q: 3 clusters Score -4176317 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4176438.250000 Penalty: 5290.485352
	Iteration 28Q: 3 clusters Score -4176438 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4176566.500000 Penalty: 5290.485352
	Iteration 29Q: 3 clusters Score -4176566 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4176747.500000 Penalty: 5290.485352
	Iteration 30Q: 3 clusters Score -4176748 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4176918.250000 Penalty: 5290.485352
	Iteration 31Q: 3 clusters Score -4176918 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4177057.000000 Penalty: 5290.485352
	Iteration 32Q: 3 clusters Score -4177057 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4177198.750000 Penalty: 5290.485352
	Iteration 33Q: 3 clusters Score -4177199 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4177315.500000 Penalty: 5290.485352
	Iteration 34Q: 3 clusters Score -4177316 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4177401.750000 Penalty: 5290.485352
	Iteration 35Q: 3 clusters Score -4177402 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4177449.500000 Penalty: 5290.485352
	Iteration 36Q: 3 clusters Score -4177450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4177478.250000 Penalty: 5290.485352
	Iteration 37Q: 3 clusters Score -4177478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4177472.000000 Penalty: 5290.485352
	Iteration 38Q: 3 clusters Score -4177472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4177481.000000 Penalty: 5290.485352
	Iteration 39Q: 3 clusters Score -4177481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4177487.000000 Penalty: 5290.485352
	Iteration 40F: 3 clusters Score -4177487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4177487.750000 Penalty: 5290.485352
	Iteration 41Q: 3 clusters Score -4177488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4177498.000000 Penalty: 5290.485352
	Iteration 42Q: 3 clusters Score -4177498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4177496.000000 Penalty: 5290.485352
	Iteration 43Q: 3 clusters Score -4177496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4177500.250000 Penalty: 5290.485352
	Iteration 44Q: 3 clusters Score -4177500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4177506.500000 Penalty: 5290.485352
	Iteration 45Q: 3 clusters Score -4177506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4177500.750000 Penalty: 5290.485352
	Iteration 46Q: 3 clusters Score -4177501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4177499.500000 Penalty: 5290.485352
	Iteration 47Q: 3 clusters Score -4177500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4177501.250000 Penalty: 5290.485352
	Iteration 48Q: 3 clusters Score -4177501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4177502.250000 Penalty: 5290.485352
	Iteration 49Q: 3 clusters Score -4177502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4177504.750000 Penalty: 5290.485352
	Iteration 50Q: 3 clusters Score -4177505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4177507.500000 Penalty: 5290.485352
	Iteration 51Q: 3 clusters Score -4177508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4177507.500000 Penalty: 5290.485352
	Iteration 52F: 3 clusters Score -4177508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 27052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 9669 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Mstep: Class 59 contains 36312 members 
Entering Unmasked Estep 
Score: -84129512.000000 Penalty: 200791.921875
Splitting cluster 1 changes total score from -84129984.000000 to -84129512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Entering Unmasked Estep 
Score: -3125511.250000 Penalty: 2575.951416
	Iteration 0F: 2 clusters Score -3125511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3103290.250000 Penalty: 5151.902832
	Iteration 0F: 3 clusters Score -3103290 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3111319.500000 Penalty: 5151.902832
	Iteration 1F: 3 clusters Score -3111320 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3111842.250000 Penalty: 5151.902832
	Iteration 2Q: 3 clusters Score -3111842 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3112395.000000 Penalty: 5151.902832
	Iteration 3Q: 3 clusters Score -3112395 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3113050.000000 Penalty: 5151.902832
	Iteration 4Q: 3 clusters Score -3113050 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3113962.500000 Penalty: 5151.902832
	Iteration 5F: 3 clusters Score -3113962 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3115234.250000 Penalty: 5151.902832
	Iteration 6F: 3 clusters Score -3115234 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3116961.000000 Penalty: 5151.902832
	Iteration 7F: 3 clusters Score -3116961 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3118980.000000 Penalty: 5151.902832
	Iteration 8F: 3 clusters Score -3118980 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3120721.500000 Penalty: 5151.902832
	Iteration 9F: 3 clusters Score -3120722 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3121920.500000 Penalty: 5151.902832
	Iteration 10Q: 3 clusters Score -3121920 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3122575.000000 Penalty: 5151.902832
	Iteration 11Q: 3 clusters Score -3122575 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3122878.750000 Penalty: 5151.902832
	Iteration 12Q: 3 clusters Score -3122879 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3123062.500000 Penalty: 5151.902832
	Iteration 13Q: 3 clusters Score -3123062 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3123187.000000 Penalty: 5151.902832
	Iteration 14Q: 3 clusters Score -3123187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3123257.500000 Penalty: 5151.902832
	Iteration 15Q: 3 clusters Score -3123258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3123295.500000 Penalty: 5151.902832
	Iteration 16Q: 3 clusters Score -3123296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3123325.750000 Penalty: 5151.902832
	Iteration 17Q: 3 clusters Score -3123326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3123341.250000 Penalty: 5151.902832
	Iteration 18Q: 3 clusters Score -3123341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3123351.500000 Penalty: 5151.902832
	Iteration 19Q: 3 clusters Score -3123352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3123364.500000 Penalty: 5151.902832
	Iteration 20F: 3 clusters Score -3123364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3123366.750000 Penalty: 5151.902832
	Iteration 21Q: 3 clusters Score -3123367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3123375.750000 Penalty: 5151.902832
	Iteration 22Q: 3 clusters Score -3123376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3123376.250000 Penalty: 5151.902832
	Iteration 23Q: 3 clusters Score -3123376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3123378.250000 Penalty: 5151.902832
	Iteration 24Q: 3 clusters Score -3123378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3123382.500000 Penalty: 5151.902832
	Iteration 25Q: 3 clusters Score -3123382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3123384.000000 Penalty: 5151.902832
	Iteration 26Q: 3 clusters Score -3123384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3123384.000000 Penalty: 5151.902832
	Iteration 27Q: 3 clusters Score -3123384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3123385.000000 Penalty: 5151.902832
	Iteration 28Q: 3 clusters Score -3123385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3123388.250000 Penalty: 5151.902832
	Iteration 29Q: 3 clusters Score -3123388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3123389.000000 Penalty: 5151.902832
	Iteration 30Q: 3 clusters Score -3123389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3123389.000000 Penalty: 5151.902832
	Iteration 31F: 3 clusters Score -3123389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -492109.437500 Penalty: 2138.680908
	Iteration 0F: 2 clusters Score -492109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -487222.750000 Penalty: 4277.361816
	Iteration 0F: 3 clusters Score -487222.8 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -488601.187500 Penalty: 4277.361816
	Iteration 1F: 3 clusters Score -488601.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -488933.531250 Penalty: 4277.361816
	Iteration 2F: 3 clusters Score -488933.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -489204.718750 Penalty: 4277.361816
	Iteration 3F: 3 clusters Score -489204.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -489422.218750 Penalty: 4277.361816
	Iteration 4F: 3 clusters Score -489422.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -489585.906250 Penalty: 4277.361816
	Iteration 5Q: 3 clusters Score -489585.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -489714.750000 Penalty: 4277.361816
	Iteration 6Q: 3 clusters Score -489714.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -489809.625000 Penalty: 4277.361816
	Iteration 7Q: 3 clusters Score -489809.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -489880.406250 Penalty: 4277.361816
	Iteration 8Q: 3 clusters Score -489880.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -489939.593750 Penalty: 4277.361816
	Iteration 9Q: 3 clusters Score -489939.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -489988.125000 Penalty: 4277.361816
	Iteration 10Q: 3 clusters Score -489988.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -490030.750000 Penalty: 4277.361816
	Iteration 11Q: 3 clusters Score -490030.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -490060.250000 Penalty: 4277.361816
	Iteration 12Q: 3 clusters Score -490060.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -490088.468750 Penalty: 4277.361816
	Iteration 13Q: 3 clusters Score -490088.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -490123.656250 Penalty: 4277.361816
	Iteration 14Q: 3 clusters Score -490123.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -490146.156250 Penalty: 4277.361816
	Iteration 15Q: 3 clusters Score -490146.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -490160.812500 Penalty: 4277.361816
	Iteration 16Q: 3 clusters Score -490160.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -490182.656250 Penalty: 4277.361816
	Iteration 17Q: 3 clusters Score -490182.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -490205.406250 Penalty: 4277.361816
	Iteration 18Q: 3 clusters Score -490205.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -490230.875000 Penalty: 4277.361816
	Iteration 19Q: 3 clusters Score -490230.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -490255.406250 Penalty: 4277.361816
	Iteration 20F: 3 clusters Score -490255.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -490276.843750 Penalty: 4277.361816
	Iteration 21Q: 3 clusters Score -490276.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -490302.375000 Penalty: 4277.361816
	Iteration 22Q: 3 clusters Score -490302.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -490324.125000 Penalty: 4277.361816
	Iteration 23Q: 3 clusters Score -490324.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -490340.906250 Penalty: 4277.361816
	Iteration 24Q: 3 clusters Score -490340.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -490359.187500 Penalty: 4277.361816
	Iteration 25Q: 3 clusters Score -490359.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -490371.500000 Penalty: 4277.361816
	Iteration 26Q: 3 clusters Score -490371.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -490380.687500 Penalty: 4277.361816
	Iteration 27Q: 3 clusters Score -490380.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -490389.468750 Penalty: 4277.361816
	Iteration 28Q: 3 clusters Score -490389.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -490395.312500 Penalty: 4277.361816
	Iteration 29Q: 3 clusters Score -490395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -490399.000000 Penalty: 4277.361816
	Iteration 30Q: 3 clusters Score -490399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -490404.125000 Penalty: 4277.361816
	Iteration 31Q: 3 clusters Score -490404.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -490409.125000 Penalty: 4277.361816
	Iteration 32Q: 3 clusters Score -490409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -490414.218750 Penalty: 4277.361816
	Iteration 33Q: 3 clusters Score -490414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -490415.031250 Penalty: 4277.361816
	Iteration 34Q: 3 clusters Score -490415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -490417.718750 Penalty: 4277.361816
	Iteration 35Q: 3 clusters Score -490417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -490420.250000 Penalty: 4277.361816
	Iteration 36Q: 3 clusters Score -490420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -490422.000000 Penalty: 4277.361816
	Iteration 37Q: 3 clusters Score -490422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -490422.406250 Penalty: 4277.361816
	Iteration 38Q: 3 clusters Score -490422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -490424.187500 Penalty: 4277.361816
	Iteration 39Q: 3 clusters Score -490424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -490425.312500 Penalty: 4277.361816
	Iteration 40F: 3 clusters Score -490425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -490425.781250 Penalty: 4277.361816
	Iteration 41Q: 3 clusters Score -490425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -490426.218750 Penalty: 4277.361816
	Iteration 42Q: 3 clusters Score -490426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -490426.812500 Penalty: 4277.361816
	Iteration 43Q: 3 clusters Score -490426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -490428.437500 Penalty: 4277.361816
	Iteration 44Q: 3 clusters Score -490428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -490428.656250 Penalty: 4277.361816
	Iteration 45Q: 3 clusters Score -490428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -490428.531250 Penalty: 4277.361816
	Iteration 46Q: 3 clusters Score -490428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -490428.531250 Penalty: 4277.361816
	Iteration 47F: 3 clusters Score -490428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -410007.562500 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -410007.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -405832.062500 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -405832.1 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -406939.343750 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -406939.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -407310.968750 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -407311 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -407494.000000 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -407494 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -407614.781250 Penalty: 4173.149902
	Iteration 4Q: 3 clusters Score -407614.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -407714.812500 Penalty: 4173.149902
	Iteration 5Q: 3 clusters Score -407714.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -407798.437500 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -407798.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -407865.062500 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -407865.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -407918.187500 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -407918.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -407959.968750 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -407960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -408004.093750 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -408004.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -408040.687500 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -408040.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -408076.968750 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -408077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -408104.812500 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -408104.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -408126.781250 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -408126.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -408149.156250 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -408149.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -408166.218750 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -408166.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -408178.875000 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -408178.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -408192.625000 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -408192.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -408203.750000 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -408203.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -408208.937500 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -408208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -408215.531250 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -408215.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -408222.312500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -408222.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -408227.156250 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -408227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -408229.687500 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -408229.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -408233.343750 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -408233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -408236.375000 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -408236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -408238.875000 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -408238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -408240.656250 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -408240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -408242.593750 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -408242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -408244.625000 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -408244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -408247.906250 Penalty: 4173.149902
	Iteration 31Q: 3 clusters Score -408247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -408248.937500 Penalty: 4173.149902
	Iteration 32Q: 3 clusters Score -408248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -408249.781250 Penalty: 4173.149902
	Iteration 33Q: 3 clusters Score -408249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -408249.968750 Penalty: 4173.149902
	Iteration 34Q: 3 clusters Score -408250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -408249.968750 Penalty: 4173.149902
	Iteration 35F: 3 clusters Score -408250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Entering Unmasked Estep 
Score: -7367681.000000 Penalty: 2785.143311
	Iteration 0F: 2 clusters Score -7367681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -7317408.500000 Penalty: 5570.286621
	Iteration 0F: 3 clusters Score -7317408 nChanged 35270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -7337601.000000 Penalty: 5570.286621
	Iteration 1F: 3 clusters Score -7337601 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -7338841.500000 Penalty: 5570.286621
	Iteration 2Q: 3 clusters Score -7338842 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -7340832.000000 Penalty: 5570.286621
	Iteration 3F: 3 clusters Score -7340832 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -7344008.500000 Penalty: 5570.286621
	Iteration 4F: 3 clusters Score -7344008 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -7348425.500000 Penalty: 5570.286621
	Iteration 5F: 3 clusters Score -7348426 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -7353190.000000 Penalty: 5570.286621
	Iteration 6F: 3 clusters Score -7353190 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -7357204.000000 Penalty: 5570.286621
	Iteration 7F: 3 clusters Score -7357204 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -7360106.500000 Penalty: 5570.286621
	Iteration 8Q: 3 clusters Score -7360106 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -7362101.500000 Penalty: 5570.286621
	Iteration 9Q: 3 clusters Score -7362102 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -7363450.000000 Penalty: 5570.286621
	Iteration 10Q: 3 clusters Score -7363450 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -7364385.500000 Penalty: 5570.286621
	Iteration 11Q: 3 clusters Score -7364386 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -7365069.000000 Penalty: 5570.286621
	Iteration 12Q: 3 clusters Score -7365069 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -7365540.500000 Penalty: 5570.286621
	Iteration 13Q: 3 clusters Score -7365540 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -7366020.500000 Penalty: 5570.286621
	Iteration 14Q: 3 clusters Score -7366020 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -7366614.500000 Penalty: 5570.286621
	Iteration 15Q: 3 clusters Score -7366614 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -7366909.000000 Penalty: 5570.286621
	Iteration 16Q: 3 clusters Score -7366909 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -7367064.000000 Penalty: 5570.286621
	Iteration 17Q: 3 clusters Score -7367064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -7367136.000000 Penalty: 5570.286621
	Iteration 18Q: 3 clusters Score -7367136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -7367195.000000 Penalty: 5570.286621
	Iteration 19Q: 3 clusters Score -7367195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -7367203.000000 Penalty: 5570.286621
	Iteration 20F: 3 clusters Score -7367203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -7367232.500000 Penalty: 5570.286621
	Iteration 21Q: 3 clusters Score -7367232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -7367247.000000 Penalty: 5570.286621
	Iteration 22Q: 3 clusters Score -7367247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -7367253.500000 Penalty: 5570.286621
	Iteration 23Q: 3 clusters Score -7367254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -7367247.000000 Penalty: 5570.286621
	Iteration 24Q: 3 clusters Score -7367247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -7367249.500000 Penalty: 5570.286621
	Iteration 25Q: 3 clusters Score -7367250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -7367253.500000 Penalty: 5570.286621
	Iteration 26Q: 3 clusters Score -7367254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -7367253.000000 Penalty: 5570.286621
	Iteration 27Q: 3 clusters Score -7367253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -7367260.500000 Penalty: 5570.286621
	Iteration 28Q: 3 clusters Score -7367260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -7367264.000000 Penalty: 5570.286621
	Iteration 29Q: 3 clusters Score -7367264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -7367264.000000 Penalty: 5570.286621
	Iteration 30F: 3 clusters Score -7367264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -1054006.000000 Penalty: 2306.830078
	Iteration 0F: 2 clusters Score -1054006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1045763.250000 Penalty: 4613.660156
	Iteration 0F: 3 clusters Score -1045763 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1048307.750000 Penalty: 4613.660156
	Iteration 1F: 3 clusters Score -1048308 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1048611.125000 Penalty: 4613.660156
	Iteration 2F: 3 clusters Score -1048611 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1048866.250000 Penalty: 4613.660156
	Iteration 3F: 3 clusters Score -1048866 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1049064.500000 Penalty: 4613.660156
	Iteration 4Q: 3 clusters Score -1049064 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1049250.000000 Penalty: 4613.660156
	Iteration 5Q: 3 clusters Score -1049250 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1049417.500000 Penalty: 4613.660156
	Iteration 6Q: 3 clusters Score -1049418 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1049570.875000 Penalty: 4613.660156
	Iteration 7Q: 3 clusters Score -1049571 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1049710.125000 Penalty: 4613.660156
	Iteration 8Q: 3 clusters Score -1049710 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1049844.875000 Penalty: 4613.660156
	Iteration 9Q: 3 clusters Score -1049845 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1049980.125000 Penalty: 4613.660156
	Iteration 10Q: 3 clusters Score -1049980 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1050127.500000 Penalty: 4613.660156
	Iteration 11Q: 3 clusters Score -1050128 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1050275.375000 Penalty: 4613.660156
	Iteration 12Q: 3 clusters Score -1050275 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1050414.250000 Penalty: 4613.660156
	Iteration 13Q: 3 clusters Score -1050414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1050538.750000 Penalty: 4613.660156
	Iteration 14Q: 3 clusters Score -1050539 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1050668.625000 Penalty: 4613.660156
	Iteration 15Q: 3 clusters Score -1050669 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1050791.750000 Penalty: 4613.660156
	Iteration 16Q: 3 clusters Score -1050792 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1050916.250000 Penalty: 4613.660156
	Iteration 17Q: 3 clusters Score -1050916 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1051020.875000 Penalty: 4613.660156
	Iteration 18Q: 3 clusters Score -1051021 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1051135.625000 Penalty: 4613.660156
	Iteration 19Q: 3 clusters Score -1051136 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1051247.500000 Penalty: 4613.660156
	Iteration 20F: 3 clusters Score -1051248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1051327.250000 Penalty: 4613.660156
	Iteration 21Q: 3 clusters Score -1051327 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1051388.500000 Penalty: 4613.660156
	Iteration 22Q: 3 clusters Score -1051388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1051426.750000 Penalty: 4613.660156
	Iteration 23Q: 3 clusters Score -1051427 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1051458.500000 Penalty: 4613.660156
	Iteration 24Q: 3 clusters Score -1051458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1051484.250000 Penalty: 4613.660156
	Iteration 25Q: 3 clusters Score -1051484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1051504.750000 Penalty: 4613.660156
	Iteration 26Q: 3 clusters Score -1051505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1051520.250000 Penalty: 4613.660156
	Iteration 27Q: 3 clusters Score -1051520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1051529.125000 Penalty: 4613.660156
	Iteration 28Q: 3 clusters Score -1051529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1051542.500000 Penalty: 4613.660156
	Iteration 29Q: 3 clusters Score -1051542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1051549.375000 Penalty: 4613.660156
	Iteration 30Q: 3 clusters Score -1051549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1051565.250000 Penalty: 4613.660156
	Iteration 31Q: 3 clusters Score -1051565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1051573.250000 Penalty: 4613.660156
	Iteration 32Q: 3 clusters Score -1051573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1051582.500000 Penalty: 4613.660156
	Iteration 33Q: 3 clusters Score -1051582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1051589.125000 Penalty: 4613.660156
	Iteration 34Q: 3 clusters Score -1051589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1051600.375000 Penalty: 4613.660156
	Iteration 35Q: 3 clusters Score -1051600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1051613.500000 Penalty: 4613.660156
	Iteration 36Q: 3 clusters Score -1051614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1051622.125000 Penalty: 4613.660156
	Iteration 37Q: 3 clusters Score -1051622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1051636.250000 Penalty: 4613.660156
	Iteration 38Q: 3 clusters Score -1051636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1051639.500000 Penalty: 4613.660156
	Iteration 39Q: 3 clusters Score -1051640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1051650.500000 Penalty: 4613.660156
	Iteration 40F: 3 clusters Score -1051650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1051658.500000 Penalty: 4613.660156
	Iteration 41Q: 3 clusters Score -1051658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1051673.000000 Penalty: 4613.660156
	Iteration 42Q: 3 clusters Score -1051673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1051686.625000 Penalty: 4613.660156
	Iteration 43Q: 3 clusters Score -1051687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1051694.250000 Penalty: 4613.660156
	Iteration 44Q: 3 clusters Score -1051694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1051698.625000 Penalty: 4613.660156
	Iteration 45Q: 3 clusters Score -1051699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1051703.500000 Penalty: 4613.660156
	Iteration 46Q: 3 clusters Score -1051704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1051706.875000 Penalty: 4613.660156
	Iteration 47Q: 3 clusters Score -1051707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1051712.625000 Penalty: 4613.660156
	Iteration 48Q: 3 clusters Score -1051713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1051716.750000 Penalty: 4613.660156
	Iteration 49Q: 3 clusters Score -1051717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1051719.375000 Penalty: 4613.660156
	Iteration 50Q: 3 clusters Score -1051719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1051725.375000 Penalty: 4613.660156
	Iteration 51Q: 3 clusters Score -1051725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1051727.125000 Penalty: 4613.660156
	Iteration 52Q: 3 clusters Score -1051727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1051731.250000 Penalty: 4613.660156
	Iteration 53Q: 3 clusters Score -1051731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1051737.500000 Penalty: 4613.660156
	Iteration 54Q: 3 clusters Score -1051738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1051737.750000 Penalty: 4613.660156
	Iteration 55Q: 3 clusters Score -1051738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1051742.125000 Penalty: 4613.660156
	Iteration 56Q: 3 clusters Score -1051742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1051740.875000 Penalty: 4613.660156
	Iteration 57Q: 3 clusters Score -1051741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1051741.375000 Penalty: 4613.660156
	Iteration 58Q: 3 clusters Score -1051741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1051743.250000 Penalty: 4613.660156
	Iteration 59Q: 3 clusters Score -1051743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1051742.875000 Penalty: 4613.660156
	Iteration 60F: 3 clusters Score -1051743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1051745.625000 Penalty: 4613.660156
	Iteration 61Q: 3 clusters Score -1051746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1051746.125000 Penalty: 4613.660156
	Iteration 62Q: 3 clusters Score -1051746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1051748.750000 Penalty: 4613.660156
	Iteration 63Q: 3 clusters Score -1051749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1051747.500000 Penalty: 4613.660156
	Iteration 64Q: 3 clusters Score -1051748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1051748.875000 Penalty: 4613.660156
	Iteration 65Q: 3 clusters Score -1051749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1051750.375000 Penalty: 4613.660156
	Iteration 66Q: 3 clusters Score -1051750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1051751.250000 Penalty: 4613.660156
	Iteration 67Q: 3 clusters Score -1051751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1051753.125000 Penalty: 4613.660156
	Iteration 68Q: 3 clusters Score -1051753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1051753.625000 Penalty: 4613.660156
	Iteration 69Q: 3 clusters Score -1051754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1051755.125000 Penalty: 4613.660156
	Iteration 70Q: 3 clusters Score -1051755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1051754.000000 Penalty: 4613.660156
	Iteration 71Q: 3 clusters Score -1051754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1051755.625000 Penalty: 4613.660156
	Iteration 72Q: 3 clusters Score -1051756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1051754.750000 Penalty: 4613.660156
	Iteration 73Q: 3 clusters Score -1051755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1051755.000000 Penalty: 4613.660156
	Iteration 74Q: 3 clusters Score -1051755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1051754.875000 Penalty: 4613.660156
	Iteration 75Q: 3 clusters Score -1051755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1051757.000000 Penalty: 4613.660156
	Iteration 76Q: 3 clusters Score -1051757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1051755.500000 Penalty: 4613.660156
	Iteration 77Q: 3 clusters Score -1051756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1051757.500000 Penalty: 4613.660156
	Iteration 78Q: 3 clusters Score -1051758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1051755.750000 Penalty: 4613.660156
	Iteration 79Q: 3 clusters Score -1051756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1051756.875000 Penalty: 4613.660156
	Iteration 80F: 3 clusters Score -1051757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1051756.375000 Penalty: 4613.660156
	Iteration 81Q: 3 clusters Score -1051756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1051757.125000 Penalty: 4613.660156
	Iteration 82Q: 3 clusters Score -1051757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1051756.875000 Penalty: 4613.660156
	Iteration 83Q: 3 clusters Score -1051757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1051756.625000 Penalty: 4613.660156
	Iteration 84Q: 3 clusters Score -1051757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1051757.250000 Penalty: 4613.660156
	Iteration 85Q: 3 clusters Score -1051757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1051757.250000 Penalty: 4613.660156
	Iteration 86F: 3 clusters Score -1051757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59627.605469 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59627.61 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59909.621094 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -59909.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60023.804688 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -60023.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60153.750000 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -60153.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60261.082031 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -60261.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60367.222656 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -60367.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60412.066406 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60412.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60450.886719 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60450.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60473.246094 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60473.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60483.851562 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60483.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60486.328125 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -60486.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60490.238281 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -60490.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60493.300781 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -60493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60500.488281 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -60500.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60509.875000 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -60509.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60514.800781 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -60514.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60528.867188 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -60528.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60534.597656 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -60534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60539.613281 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -60539.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60543.871094 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -60543.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60545.933594 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -60545.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60546.937500 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -60546.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60548.132812 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -60548.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60548.785156 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -60548.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60548.785156 Penalty: 3254.972412
	Iteration 24F: 3 clusters Score -60548.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -455042.968750 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -455043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -450700.843750 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -450700.8 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -451768.031250 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -451768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -452050.750000 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -452050.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -452265.593750 Penalty: 4211.257324
	Iteration 3F: 3 clusters Score -452265.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -452489.625000 Penalty: 4211.257324
	Iteration 4F: 3 clusters Score -452489.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -452696.375000 Penalty: 4211.257324
	Iteration 5Q: 3 clusters Score -452696.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -452857.062500 Penalty: 4211.257324
	Iteration 6Q: 3 clusters Score -452857.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -453017.562500 Penalty: 4211.257324
	Iteration 7Q: 3 clusters Score -453017.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -453146.656250 Penalty: 4211.257324
	Iteration 8Q: 3 clusters Score -453146.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -453242.468750 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -453242.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -453359.718750 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -453359.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -453466.656250 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -453466.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -453554.281250 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -453554.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -453629.062500 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -453629.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -453717.000000 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -453717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -453810.500000 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -453810.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -453892.187500 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -453892.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -453958.812500 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -453958.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -454006.125000 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -454006.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -454051.375000 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -454051.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -454086.968750 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -454087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -454130.437500 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -454130.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -454170.062500 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -454170.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -454236.062500 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -454236.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -454353.031250 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -454353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -454565.312500 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -454565.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -454721.218750 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -454721.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -454758.281250 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -454758.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -454775.906250 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -454775.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -454784.812500 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -454784.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -454794.906250 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -454794.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -454805.406250 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -454805.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -454812.562500 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -454812.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -454820.718750 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -454820.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -454825.437500 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -454825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -454829.187500 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -454829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -454830.625000 Penalty: 4211.257324
	Iteration 36Q: 3 clusters Score -454830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -454831.843750 Penalty: 4211.257324
	Iteration 37Q: 3 clusters Score -454831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -454833.375000 Penalty: 4211.257324
	Iteration 38Q: 3 clusters Score -454833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -454837.218750 Penalty: 4211.257324
	Iteration 39Q: 3 clusters Score -454837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -454840.437500 Penalty: 4211.257324
	Iteration 40F: 3 clusters Score -454840.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -454847.843750 Penalty: 4211.257324
	Iteration 41Q: 3 clusters Score -454847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -454851.968750 Penalty: 4211.257324
	Iteration 42Q: 3 clusters Score -454852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -454859.656250 Penalty: 4211.257324
	Iteration 43Q: 3 clusters Score -454859.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -454866.156250 Penalty: 4211.257324
	Iteration 44Q: 3 clusters Score -454866.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -454872.000000 Penalty: 4211.257324
	Iteration 45Q: 3 clusters Score -454872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -454880.750000 Penalty: 4211.257324
	Iteration 46Q: 3 clusters Score -454880.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -454885.875000 Penalty: 4211.257324
	Iteration 47Q: 3 clusters Score -454885.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -454893.812500 Penalty: 4211.257324
	Iteration 48Q: 3 clusters Score -454893.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -454903.875000 Penalty: 4211.257324
	Iteration 49Q: 3 clusters Score -454903.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -454919.156250 Penalty: 4211.257324
	Iteration 50Q: 3 clusters Score -454919.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -454941.843750 Penalty: 4211.257324
	Iteration 51Q: 3 clusters Score -454941.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -454969.750000 Penalty: 4211.257324
	Iteration 52Q: 3 clusters Score -454969.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -455001.718750 Penalty: 4211.257324
	Iteration 53Q: 3 clusters Score -455001.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -455053.437500 Penalty: 4211.257324
	Iteration 54Q: 3 clusters Score -455053.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -455157.843750 Penalty: 4211.257324
	Iteration 55Q: 3 clusters Score -455157.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -455338.562500 Penalty: 4211.257324
	Iteration 56Q: 3 clusters Score -455338.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -455671.218750 Penalty: 4211.257324
	Iteration 57Q: 3 clusters Score -455671.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -456081.343750 Penalty: 4211.257324
	Iteration 58Q: 3 clusters Score -456081.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -456248.906250 Penalty: 4211.257324
	Iteration 59Q: 3 clusters Score -456248.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -456296.406250 Penalty: 4211.257324
	Iteration 60F: 3 clusters Score -456296.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -456308.312500 Penalty: 4211.257324
	Iteration 61Q: 3 clusters Score -456308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -456309.343750 Penalty: 4211.257324
	Iteration 62Q: 3 clusters Score -456309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -456309.937500 Penalty: 4211.257324
	Iteration 63Q: 3 clusters Score -456309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -456311.125000 Penalty: 4211.257324
	Iteration 64Q: 3 clusters Score -456311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -456311.125000 Penalty: 4211.257324
	Iteration 65F: 3 clusters Score -456311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 27052 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 9669 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Mstep: Class 59 contains 2431 members 
Entering Unmasked Estep 
Score: -84129936.000000 Penalty: 200791.921875
Splitting cluster 8 changes total score from -84129984.000000 to -84129936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -424110.406250 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -424110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -419423.718750 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -419423.7 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -420748.375000 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -420748.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -421110.250000 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -421110.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -421432.125000 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -421432.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -421737.937500 Penalty: 4248.822266
	Iteration 4F: 3 clusters Score -421737.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -422006.500000 Penalty: 4248.822266
	Iteration 5F: 3 clusters Score -422006.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -422219.656250 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -422219.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -422446.750000 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -422446.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -422632.218750 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -422632.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -422791.093750 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -422791.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -422916.937500 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -422916.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -423005.218750 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -423005.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -423057.312500 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -423057.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -423095.687500 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -423095.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -423117.343750 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -423117.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -423133.125000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -423133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -423152.218750 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -423152.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -423171.500000 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -423171.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -423187.406250 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -423187.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -423196.187500 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -423196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -423210.250000 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -423210.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -423224.687500 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -423224.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -423238.968750 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -423239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -423247.062500 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -423247.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -423257.093750 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -423257.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -423266.781250 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -423266.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -423280.937500 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -423280.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -423292.343750 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -423292.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -423304.093750 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -423304.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -423311.718750 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -423311.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -423318.531250 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -423318.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -423324.750000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -423324.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -423328.343750 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -423328.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -423332.375000 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -423332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -423333.156250 Penalty: 4248.822266
	Iteration 34Q: 3 clusters Score -423333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -423333.281250 Penalty: 4248.822266
	Iteration 35Q: 3 clusters Score -423333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -423333.531250 Penalty: 4248.822266
	Iteration 36Q: 3 clusters Score -423333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -423333.531250 Penalty: 4248.822266
	Iteration 37F: 3 clusters Score -423333.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Entering Unmasked Estep 
Score: -891670.750000 Penalty: 2283.045898
	Iteration 0F: 2 clusters Score -891670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -884060.312500 Penalty: 4566.091797
	Iteration 0F: 3 clusters Score -884060.3 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -886488.062500 Penalty: 4566.091797
	Iteration 1F: 3 clusters Score -886488.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -886919.687500 Penalty: 4566.091797
	Iteration 2F: 3 clusters Score -886919.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -887253.562500 Penalty: 4566.091797
	Iteration 3F: 3 clusters Score -887253.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -887510.375000 Penalty: 4566.091797
	Iteration 4F: 3 clusters Score -887510.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -887677.000000 Penalty: 4566.091797
	Iteration 5Q: 3 clusters Score -887677 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -887813.437500 Penalty: 4566.091797
	Iteration 6Q: 3 clusters Score -887813.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -887939.000000 Penalty: 4566.091797
	Iteration 7Q: 3 clusters Score -887939 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -888032.375000 Penalty: 4566.091797
	Iteration 8Q: 3 clusters Score -888032.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -888107.125000 Penalty: 4566.091797
	Iteration 9Q: 3 clusters Score -888107.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -888172.437500 Penalty: 4566.091797
	Iteration 10Q: 3 clusters Score -888172.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -888233.437500 Penalty: 4566.091797
	Iteration 11Q: 3 clusters Score -888233.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -888288.750000 Penalty: 4566.091797
	Iteration 12Q: 3 clusters Score -888288.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -888337.562500 Penalty: 4566.091797
	Iteration 13Q: 3 clusters Score -888337.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -888395.062500 Penalty: 4566.091797
	Iteration 14Q: 3 clusters Score -888395.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -888474.750000 Penalty: 4566.091797
	Iteration 15Q: 3 clusters Score -888474.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -888552.125000 Penalty: 4566.091797
	Iteration 16Q: 3 clusters Score -888552.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -888623.687500 Penalty: 4566.091797
	Iteration 17Q: 3 clusters Score -888623.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -888688.125000 Penalty: 4566.091797
	Iteration 18Q: 3 clusters Score -888688.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -888757.125000 Penalty: 4566.091797
	Iteration 19Q: 3 clusters Score -888757.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -888815.937500 Penalty: 4566.091797
	Iteration 20F: 3 clusters Score -888815.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -888876.562500 Penalty: 4566.091797
	Iteration 21Q: 3 clusters Score -888876.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -888936.375000 Penalty: 4566.091797
	Iteration 22Q: 3 clusters Score -888936.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -888997.500000 Penalty: 4566.091797
	Iteration 23Q: 3 clusters Score -888997.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -889047.875000 Penalty: 4566.091797
	Iteration 24Q: 3 clusters Score -889047.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -889098.625000 Penalty: 4566.091797
	Iteration 25Q: 3 clusters Score -889098.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -889149.375000 Penalty: 4566.091797
	Iteration 26Q: 3 clusters Score -889149.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -889195.750000 Penalty: 4566.091797
	Iteration 27Q: 3 clusters Score -889195.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -889227.000000 Penalty: 4566.091797
	Iteration 28Q: 3 clusters Score -889227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -889268.875000 Penalty: 4566.091797
	Iteration 29Q: 3 clusters Score -889268.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -889308.250000 Penalty: 4566.091797
	Iteration 30Q: 3 clusters Score -889308.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -889341.312500 Penalty: 4566.091797
	Iteration 31Q: 3 clusters Score -889341.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -889368.250000 Penalty: 4566.091797
	Iteration 32Q: 3 clusters Score -889368.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -889398.062500 Penalty: 4566.091797
	Iteration 33Q: 3 clusters Score -889398.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -889432.437500 Penalty: 4566.091797
	Iteration 34Q: 3 clusters Score -889432.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -889465.750000 Penalty: 4566.091797
	Iteration 35Q: 3 clusters Score -889465.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -889498.125000 Penalty: 4566.091797
	Iteration 36Q: 3 clusters Score -889498.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -889525.562500 Penalty: 4566.091797
	Iteration 37Q: 3 clusters Score -889525.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -889548.187500 Penalty: 4566.091797
	Iteration 38Q: 3 clusters Score -889548.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -889567.187500 Penalty: 4566.091797
	Iteration 39Q: 3 clusters Score -889567.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -889580.562500 Penalty: 4566.091797
	Iteration 40F: 3 clusters Score -889580.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -889595.437500 Penalty: 4566.091797
	Iteration 41Q: 3 clusters Score -889595.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -889609.000000 Penalty: 4566.091797
	Iteration 42Q: 3 clusters Score -889609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -889620.312500 Penalty: 4566.091797
	Iteration 43Q: 3 clusters Score -889620.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -889633.750000 Penalty: 4566.091797
	Iteration 44Q: 3 clusters Score -889633.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -889645.437500 Penalty: 4566.091797
	Iteration 45Q: 3 clusters Score -889645.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -889655.875000 Penalty: 4566.091797
	Iteration 46Q: 3 clusters Score -889655.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -889672.500000 Penalty: 4566.091797
	Iteration 47Q: 3 clusters Score -889672.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -889686.437500 Penalty: 4566.091797
	Iteration 48Q: 3 clusters Score -889686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -889693.062500 Penalty: 4566.091797
	Iteration 49Q: 3 clusters Score -889693.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -889705.312500 Penalty: 4566.091797
	Iteration 50Q: 3 clusters Score -889705.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -889711.750000 Penalty: 4566.091797
	Iteration 51Q: 3 clusters Score -889711.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -889718.625000 Penalty: 4566.091797
	Iteration 52Q: 3 clusters Score -889718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -889721.562500 Penalty: 4566.091797
	Iteration 53Q: 3 clusters Score -889721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -889724.000000 Penalty: 4566.091797
	Iteration 54Q: 3 clusters Score -889724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -889726.687500 Penalty: 4566.091797
	Iteration 55Q: 3 clusters Score -889726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -889731.312500 Penalty: 4566.091797
	Iteration 56Q: 3 clusters Score -889731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -889734.062500 Penalty: 4566.091797
	Iteration 57Q: 3 clusters Score -889734.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -889736.812500 Penalty: 4566.091797
	Iteration 58Q: 3 clusters Score -889736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -889740.562500 Penalty: 4566.091797
	Iteration 59Q: 3 clusters Score -889740.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -889747.062500 Penalty: 4566.091797
	Iteration 60F: 3 clusters Score -889747.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -889751.875000 Penalty: 4566.091797
	Iteration 61Q: 3 clusters Score -889751.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -889753.937500 Penalty: 4566.091797
	Iteration 62Q: 3 clusters Score -889753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -889762.437500 Penalty: 4566.091797
	Iteration 63Q: 3 clusters Score -889762.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -889764.937500 Penalty: 4566.091797
	Iteration 64Q: 3 clusters Score -889764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -889767.500000 Penalty: 4566.091797
	Iteration 65Q: 3 clusters Score -889767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -889767.000000 Penalty: 4566.091797
	Iteration 66Q: 3 clusters Score -889767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -889767.812500 Penalty: 4566.091797
	Iteration 67Q: 3 clusters Score -889767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -889767.812500 Penalty: 4566.091797
	Iteration 68F: 3 clusters Score -889767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Entering Unmasked Estep 
Score: -11494292.000000 Penalty: 2891.624268
	Iteration 0F: 2 clusters Score -1.149429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -11417136.000000 Penalty: 5783.248535
	Iteration 0F: 3 clusters Score -1.141714e+07 nChanged 54799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -11448351.000000 Penalty: 5783.248535
	Iteration 1F: 3 clusters Score -1.144835e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -11449477.000000 Penalty: 5783.248535
	Iteration 2Q: 3 clusters Score -1.144948e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -11451241.000000 Penalty: 5783.248535
	Iteration 3Q: 3 clusters Score -1.145124e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -11454429.000000 Penalty: 5783.248535
	Iteration 4F: 3 clusters Score -1.145443e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -11460278.000000 Penalty: 5783.248535
	Iteration 5F: 3 clusters Score -1.146028e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -11469201.000000 Penalty: 5783.248535
	Iteration 6F: 3 clusters Score -1.14692e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -11479551.000000 Penalty: 5783.248535
	Iteration 7F: 3 clusters Score -1.147955e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -11486967.000000 Penalty: 5783.248535
	Iteration 8F: 3 clusters Score -1.148697e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113936 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -11490155.000000 Penalty: 5783.248535
	Iteration 9Q: 3 clusters Score -1.149016e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11491132.000000 Penalty: 5783.248535
	Iteration 10Q: 3 clusters Score -1.149113e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11491412.000000 Penalty: 5783.248535
	Iteration 11Q: 3 clusters Score -1.149141e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115432 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11491542.000000 Penalty: 5783.248535
	Iteration 12Q: 3 clusters Score -1.149154e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11491638.000000 Penalty: 5783.248535
	Iteration 13Q: 3 clusters Score -1.149164e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115501 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11491662.000000 Penalty: 5783.248535
	Iteration 14Q: 3 clusters Score -1.149166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11491679.000000 Penalty: 5783.248535
	Iteration 15Q: 3 clusters Score -1.149168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11491708.000000 Penalty: 5783.248535
	Iteration 16Q: 3 clusters Score -1.149171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115528 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11491726.000000 Penalty: 5783.248535
	Iteration 17Q: 3 clusters Score -1.149173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115535 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11491728.000000 Penalty: 5783.248535
	Iteration 18Q: 3 clusters Score -1.149173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115540 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11491738.000000 Penalty: 5783.248535
	Iteration 19Q: 3 clusters Score -1.149174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11491745.000000 Penalty: 5783.248535
	Iteration 20F: 3 clusters Score -1.149174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11491747.000000 Penalty: 5783.248535
	Iteration 21Q: 3 clusters Score -1.149175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11491751.000000 Penalty: 5783.248535
	Iteration 22Q: 3 clusters Score -1.149175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11491755.000000 Penalty: 5783.248535
	Iteration 23Q: 3 clusters Score -1.149176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11491757.000000 Penalty: 5783.248535
	Iteration 24Q: 3 clusters Score -1.149176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11491757.000000 Penalty: 5783.248535
	Iteration 25F: 3 clusters Score -1.149176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -677674.062500 Penalty: 2201.140381
	Iteration 0F: 2 clusters Score -677674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -671820.187500 Penalty: 4402.280762
	Iteration 0F: 3 clusters Score -671820.2 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -673696.812500 Penalty: 4402.280762
	Iteration 1F: 3 clusters Score -673696.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -674530.250000 Penalty: 4402.280762
	Iteration 2F: 3 clusters Score -674530.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -675380.437500 Penalty: 4402.280762
	Iteration 3F: 3 clusters Score -675380.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -675967.937500 Penalty: 4402.280762
	Iteration 4F: 3 clusters Score -675967.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -676358.687500 Penalty: 4402.280762
	Iteration 5F: 3 clusters Score -676358.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -676604.125000 Penalty: 4402.280762
	Iteration 6Q: 3 clusters Score -676604.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -676774.312500 Penalty: 4402.280762
	Iteration 7Q: 3 clusters Score -676774.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -676872.500000 Penalty: 4402.280762
	Iteration 8Q: 3 clusters Score -676872.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -676940.562500 Penalty: 4402.280762
	Iteration 9Q: 3 clusters Score -676940.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -676988.437500 Penalty: 4402.280762
	Iteration 10Q: 3 clusters Score -676988.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -677031.250000 Penalty: 4402.280762
	Iteration 11Q: 3 clusters Score -677031.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -677075.875000 Penalty: 4402.280762
	Iteration 12Q: 3 clusters Score -677075.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -677113.125000 Penalty: 4402.280762
	Iteration 13Q: 3 clusters Score -677113.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -677149.000000 Penalty: 4402.280762
	Iteration 14Q: 3 clusters Score -677149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -677195.875000 Penalty: 4402.280762
	Iteration 15Q: 3 clusters Score -677195.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -677236.250000 Penalty: 4402.280762
	Iteration 16Q: 3 clusters Score -677236.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -677267.000000 Penalty: 4402.280762
	Iteration 17Q: 3 clusters Score -677267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -677295.812500 Penalty: 4402.280762
	Iteration 18Q: 3 clusters Score -677295.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -677312.375000 Penalty: 4402.280762
	Iteration 19Q: 3 clusters Score -677312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -677323.000000 Penalty: 4402.280762
	Iteration 20F: 3 clusters Score -677323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -677333.937500 Penalty: 4402.280762
	Iteration 21Q: 3 clusters Score -677333.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -677342.750000 Penalty: 4402.280762
	Iteration 22Q: 3 clusters Score -677342.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -677349.687500 Penalty: 4402.280762
	Iteration 23Q: 3 clusters Score -677349.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -677359.875000 Penalty: 4402.280762
	Iteration 24Q: 3 clusters Score -677359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -677364.375000 Penalty: 4402.280762
	Iteration 25Q: 3 clusters Score -677364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -677372.750000 Penalty: 4402.280762
	Iteration 26Q: 3 clusters Score -677372.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -677378.250000 Penalty: 4402.280762
	Iteration 27Q: 3 clusters Score -677378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -677387.000000 Penalty: 4402.280762
	Iteration 28Q: 3 clusters Score -677387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -677393.250000 Penalty: 4402.280762
	Iteration 29Q: 3 clusters Score -677393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -677401.062500 Penalty: 4402.280762
	Iteration 30Q: 3 clusters Score -677401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -677406.062500 Penalty: 4402.280762
	Iteration 31Q: 3 clusters Score -677406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -677411.312500 Penalty: 4402.280762
	Iteration 32Q: 3 clusters Score -677411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -677416.687500 Penalty: 4402.280762
	Iteration 33Q: 3 clusters Score -677416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -677424.875000 Penalty: 4402.280762
	Iteration 34Q: 3 clusters Score -677424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -677430.187500 Penalty: 4402.280762
	Iteration 35Q: 3 clusters Score -677430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -677437.500000 Penalty: 4402.280762
	Iteration 36Q: 3 clusters Score -677437.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -677445.000000 Penalty: 4402.280762
	Iteration 37Q: 3 clusters Score -677445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -677454.875000 Penalty: 4402.280762
	Iteration 38Q: 3 clusters Score -677454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -677463.062500 Penalty: 4402.280762
	Iteration 39Q: 3 clusters Score -677463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -677468.687500 Penalty: 4402.280762
	Iteration 40F: 3 clusters Score -677468.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -677475.687500 Penalty: 4402.280762
	Iteration 41Q: 3 clusters Score -677475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -677478.812500 Penalty: 4402.280762
	Iteration 42Q: 3 clusters Score -677478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -677480.625000 Penalty: 4402.280762
	Iteration 43Q: 3 clusters Score -677480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -677483.750000 Penalty: 4402.280762
	Iteration 44Q: 3 clusters Score -677483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -677489.812500 Penalty: 4402.280762
	Iteration 45Q: 3 clusters Score -677489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -677495.062500 Penalty: 4402.280762
	Iteration 46Q: 3 clusters Score -677495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -677499.687500 Penalty: 4402.280762
	Iteration 47Q: 3 clusters Score -677499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -677498.812500 Penalty: 4402.280762
	Iteration 48Q: 3 clusters Score -677498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -677498.812500 Penalty: 4402.280762
	Iteration 49F: 3 clusters Score -677498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -318338.656250 Penalty: 2008.538696
	Iteration 0F: 2 clusters Score -318338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -314847.718750 Penalty: 4017.077393
	Iteration 0F: 3 clusters Score -314847.7 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -315570.875000 Penalty: 4017.077393
	Iteration 1F: 3 clusters Score -315570.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -315746.625000 Penalty: 4017.077393
	Iteration 2F: 3 clusters Score -315746.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315836.312500 Penalty: 4017.077393
	Iteration 3Q: 3 clusters Score -315836.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -315904.125000 Penalty: 4017.077393
	Iteration 4Q: 3 clusters Score -315904.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -315956.375000 Penalty: 4017.077393
	Iteration 5Q: 3 clusters Score -315956.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -316006.156250 Penalty: 4017.077393
	Iteration 6Q: 3 clusters Score -316006.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316051.250000 Penalty: 4017.077393
	Iteration 7Q: 3 clusters Score -316051.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316079.718750 Penalty: 4017.077393
	Iteration 8Q: 3 clusters Score -316079.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316103.781250 Penalty: 4017.077393
	Iteration 9Q: 3 clusters Score -316103.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -316124.468750 Penalty: 4017.077393
	Iteration 10Q: 3 clusters Score -316124.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316145.625000 Penalty: 4017.077393
	Iteration 11Q: 3 clusters Score -316145.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -316173.281250 Penalty: 4017.077393
	Iteration 12Q: 3 clusters Score -316173.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -316199.562500 Penalty: 4017.077393
	Iteration 13Q: 3 clusters Score -316199.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -316219.750000 Penalty: 4017.077393
	Iteration 14Q: 3 clusters Score -316219.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -316238.875000 Penalty: 4017.077393
	Iteration 15Q: 3 clusters Score -316238.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -316261.593750 Penalty: 4017.077393
	Iteration 16Q: 3 clusters Score -316261.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -316288.312500 Penalty: 4017.077393
	Iteration 17Q: 3 clusters Score -316288.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -316318.656250 Penalty: 4017.077393
	Iteration 18Q: 3 clusters Score -316318.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -316345.343750 Penalty: 4017.077393
	Iteration 19Q: 3 clusters Score -316345.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -316366.031250 Penalty: 4017.077393
	Iteration 20F: 3 clusters Score -316366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -316385.187500 Penalty: 4017.077393
	Iteration 21Q: 3 clusters Score -316385.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -316404.218750 Penalty: 4017.077393
	Iteration 22Q: 3 clusters Score -316404.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -316420.062500 Penalty: 4017.077393
	Iteration 23Q: 3 clusters Score -316420.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -316436.312500 Penalty: 4017.077393
	Iteration 24Q: 3 clusters Score -316436.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -316453.312500 Penalty: 4017.077393
	Iteration 25Q: 3 clusters Score -316453.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -316465.468750 Penalty: 4017.077393
	Iteration 26Q: 3 clusters Score -316465.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -316473.031250 Penalty: 4017.077393
	Iteration 27Q: 3 clusters Score -316473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -316482.156250 Penalty: 4017.077393
	Iteration 28Q: 3 clusters Score -316482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -316486.093750 Penalty: 4017.077393
	Iteration 29Q: 3 clusters Score -316486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -316488.812500 Penalty: 4017.077393
	Iteration 30Q: 3 clusters Score -316488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -316495.562500 Penalty: 4017.077393
	Iteration 31Q: 3 clusters Score -316495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -316498.500000 Penalty: 4017.077393
	Iteration 32Q: 3 clusters Score -316498.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -316503.593750 Penalty: 4017.077393
	Iteration 33Q: 3 clusters Score -316503.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -316512.843750 Penalty: 4017.077393
	Iteration 34Q: 3 clusters Score -316512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -316518.562500 Penalty: 4017.077393
	Iteration 35Q: 3 clusters Score -316518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316521.906250 Penalty: 4017.077393
	Iteration 36Q: 3 clusters Score -316521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316525.312500 Penalty: 4017.077393
	Iteration 37Q: 3 clusters Score -316525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -316530.843750 Penalty: 4017.077393
	Iteration 38Q: 3 clusters Score -316530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -316531.125000 Penalty: 4017.077393
	Iteration 39Q: 3 clusters Score -316531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316533.687500 Penalty: 4017.077393
	Iteration 40F: 3 clusters Score -316533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -316535.156250 Penalty: 4017.077393
	Iteration 41Q: 3 clusters Score -316535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316538.875000 Penalty: 4017.077393
	Iteration 42Q: 3 clusters Score -316538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -316541.281250 Penalty: 4017.077393
	Iteration 43Q: 3 clusters Score -316541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -316542.218750 Penalty: 4017.077393
	Iteration 44Q: 3 clusters Score -316542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -316544.125000 Penalty: 4017.077393
	Iteration 45Q: 3 clusters Score -316544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -316544.968750 Penalty: 4017.077393
	Iteration 46Q: 3 clusters Score -316545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -316544.968750 Penalty: 4017.077393
	Iteration 47F: 3 clusters Score -316545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -287759.687500 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -287759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -284470.593750 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -284470.6 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -285169.375000 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -285169.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -285349.937500 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -285349.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -285469.000000 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -285469 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -285554.750000 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -285554.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -285627.875000 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -285627.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -285694.812500 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -285694.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -285753.937500 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -285753.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -285816.093750 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -285816.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -285872.156250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -285872.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -285928.187500 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -285928.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -285969.937500 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -285969.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286009.625000 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -286009.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286062.625000 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -286062.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286117.625000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -286117.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -286146.437500 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -286146.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -286170.031250 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -286170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -286188.968750 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -286189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -286200.625000 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -286200.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -286210.125000 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -286210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286219.281250 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -286219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -286222.781250 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -286222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286224.781250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -286224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -286225.343750 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -286225.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -286226.031250 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -286226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286230.218750 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -286230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286233.125000 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -286233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286234.781250 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -286234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -286236.343750 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -286236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286238.843750 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -286238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286242.718750 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -286242.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286249.812500 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -286249.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -286256.343750 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -286256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -286259.031250 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -286259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -286260.562500 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -286260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -286261.937500 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -286261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -286263.468750 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -286263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -286265.281250 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -286265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -286265.875000 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -286265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286266.156250 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -286266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286266.156250 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -286266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Entering Unmasked Estep 
Score: -1175106.875000 Penalty: 2326.302490
	Iteration 0F: 2 clusters Score -1175107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1166247.000000 Penalty: 4652.604980
	Iteration 0F: 3 clusters Score -1166247 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1168809.875000 Penalty: 4652.604980
	Iteration 1F: 3 clusters Score -1168810 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1169133.250000 Penalty: 4652.604980
	Iteration 2F: 3 clusters Score -1169133 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1169371.875000 Penalty: 4652.604980
	Iteration 3Q: 3 clusters Score -1169372 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1169564.125000 Penalty: 4652.604980
	Iteration 4Q: 3 clusters Score -1169564 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1169735.625000 Penalty: 4652.604980
	Iteration 5Q: 3 clusters Score -1169736 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1169872.875000 Penalty: 4652.604980
	Iteration 6Q: 3 clusters Score -1169873 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1170010.500000 Penalty: 4652.604980
	Iteration 7Q: 3 clusters Score -1170010 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1170160.750000 Penalty: 4652.604980
	Iteration 8Q: 3 clusters Score -1170161 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1170339.625000 Penalty: 4652.604980
	Iteration 9Q: 3 clusters Score -1170340 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1170575.875000 Penalty: 4652.604980
	Iteration 10Q: 3 clusters Score -1170576 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1170858.250000 Penalty: 4652.604980
	Iteration 11Q: 3 clusters Score -1170858 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1171208.375000 Penalty: 4652.604980
	Iteration 12Q: 3 clusters Score -1171208 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1171562.375000 Penalty: 4652.604980
	Iteration 13Q: 3 clusters Score -1171562 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1171909.000000 Penalty: 4652.604980
	Iteration 14Q: 3 clusters Score -1171909 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1172178.500000 Penalty: 4652.604980
	Iteration 15Q: 3 clusters Score -1172178 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1172356.750000 Penalty: 4652.604980
	Iteration 16Q: 3 clusters Score -1172357 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1172482.625000 Penalty: 4652.604980
	Iteration 17Q: 3 clusters Score -1172483 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1172558.375000 Penalty: 4652.604980
	Iteration 18Q: 3 clusters Score -1172558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1172613.500000 Penalty: 4652.604980
	Iteration 19Q: 3 clusters Score -1172614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1172642.750000 Penalty: 4652.604980
	Iteration 20F: 3 clusters Score -1172643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1172667.625000 Penalty: 4652.604980
	Iteration 21Q: 3 clusters Score -1172668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1172687.375000 Penalty: 4652.604980
	Iteration 22Q: 3 clusters Score -1172687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1172704.375000 Penalty: 4652.604980
	Iteration 23Q: 3 clusters Score -1172704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1172717.000000 Penalty: 4652.604980
	Iteration 24Q: 3 clusters Score -1172717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1172724.500000 Penalty: 4652.604980
	Iteration 25Q: 3 clusters Score -1172724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1172740.000000 Penalty: 4652.604980
	Iteration 26Q: 3 clusters Score -1172740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1172746.750000 Penalty: 4652.604980
	Iteration 27Q: 3 clusters Score -1172747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1172758.500000 Penalty: 4652.604980
	Iteration 28Q: 3 clusters Score -1172758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1172766.875000 Penalty: 4652.604980
	Iteration 29Q: 3 clusters Score -1172767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1172783.750000 Penalty: 4652.604980
	Iteration 30Q: 3 clusters Score -1172784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1172798.625000 Penalty: 4652.604980
	Iteration 31Q: 3 clusters Score -1172799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1172819.125000 Penalty: 4652.604980
	Iteration 32Q: 3 clusters Score -1172819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1172835.250000 Penalty: 4652.604980
	Iteration 33Q: 3 clusters Score -1172835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1172855.625000 Penalty: 4652.604980
	Iteration 34Q: 3 clusters Score -1172856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1172874.500000 Penalty: 4652.604980
	Iteration 35Q: 3 clusters Score -1172874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1172888.125000 Penalty: 4652.604980
	Iteration 36Q: 3 clusters Score -1172888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1172900.875000 Penalty: 4652.604980
	Iteration 37Q: 3 clusters Score -1172901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1172915.500000 Penalty: 4652.604980
	Iteration 38Q: 3 clusters Score -1172916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1172928.500000 Penalty: 4652.604980
	Iteration 39Q: 3 clusters Score -1172928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1172940.500000 Penalty: 4652.604980
	Iteration 40F: 3 clusters Score -1172940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1172954.250000 Penalty: 4652.604980
	Iteration 41Q: 3 clusters Score -1172954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1172969.625000 Penalty: 4652.604980
	Iteration 42Q: 3 clusters Score -1172970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1172984.500000 Penalty: 4652.604980
	Iteration 43Q: 3 clusters Score -1172984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1172990.500000 Penalty: 4652.604980
	Iteration 44Q: 3 clusters Score -1172990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1172998.875000 Penalty: 4652.604980
	Iteration 45Q: 3 clusters Score -1172999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1173002.625000 Penalty: 4652.604980
	Iteration 46Q: 3 clusters Score -1173003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1173009.250000 Penalty: 4652.604980
	Iteration 47Q: 3 clusters Score -1173009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1173013.125000 Penalty: 4652.604980
	Iteration 48Q: 3 clusters Score -1173013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1173018.250000 Penalty: 4652.604980
	Iteration 49Q: 3 clusters Score -1173018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1173023.750000 Penalty: 4652.604980
	Iteration 50Q: 3 clusters Score -1173024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1173025.500000 Penalty: 4652.604980
	Iteration 51Q: 3 clusters Score -1173026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1173027.500000 Penalty: 4652.604980
	Iteration 52Q: 3 clusters Score -1173028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1173030.875000 Penalty: 4652.604980
	Iteration 53Q: 3 clusters Score -1173031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1173032.125000 Penalty: 4652.604980
	Iteration 54Q: 3 clusters Score -1173032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1173037.500000 Penalty: 4652.604980
	Iteration 55Q: 3 clusters Score -1173038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1173035.125000 Penalty: 4652.604980
	Iteration 56Q: 3 clusters Score -1173035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1173040.250000 Penalty: 4652.604980
	Iteration 57Q: 3 clusters Score -1173040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1173041.125000 Penalty: 4652.604980
	Iteration 58Q: 3 clusters Score -1173041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1173042.875000 Penalty: 4652.604980
	Iteration 59Q: 3 clusters Score -1173043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1173045.375000 Penalty: 4652.604980
	Iteration 60F: 3 clusters Score -1173045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1173056.750000 Penalty: 4652.604980
	Iteration 61Q: 3 clusters Score -1173057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1173060.250000 Penalty: 4652.604980
	Iteration 62Q: 3 clusters Score -1173060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1173063.500000 Penalty: 4652.604980
	Iteration 63Q: 3 clusters Score -1173064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1173067.875000 Penalty: 4652.604980
	Iteration 64Q: 3 clusters Score -1173068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1173073.875000 Penalty: 4652.604980
	Iteration 65Q: 3 clusters Score -1173074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1173073.000000 Penalty: 4652.604980
	Iteration 66Q: 3 clusters Score -1173073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1173076.250000 Penalty: 4652.604980
	Iteration 67Q: 3 clusters Score -1173076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1173074.750000 Penalty: 4652.604980
	Iteration 68Q: 3 clusters Score -1173075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1173078.375000 Penalty: 4652.604980
	Iteration 69Q: 3 clusters Score -1173078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1173081.375000 Penalty: 4652.604980
	Iteration 70Q: 3 clusters Score -1173081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1173082.000000 Penalty: 4652.604980
	Iteration 71Q: 3 clusters Score -1173082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1173083.500000 Penalty: 4652.604980
	Iteration 72Q: 3 clusters Score -1173084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1173084.000000 Penalty: 4652.604980
	Iteration 73Q: 3 clusters Score -1173084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1173085.000000 Penalty: 4652.604980
	Iteration 74Q: 3 clusters Score -1173085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1173087.125000 Penalty: 4652.604980
	Iteration 75Q: 3 clusters Score -1173087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1173087.125000 Penalty: 4652.604980
	Iteration 76Q: 3 clusters Score -1173087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1173087.125000 Penalty: 4652.604980
	Iteration 77F: 3 clusters Score -1173087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Entering Unmasked Estep 
Score: -8914294.000000 Penalty: 2856.514160
	Iteration 0F: 2 clusters Score -8914294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -8846748.000000 Penalty: 5713.028320
	Iteration 0F: 3 clusters Score -8846748 nChanged 47584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8874515 nChanged 4175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8875913 nChanged 4507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8877747 nChanged 4930
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8879858 nChanged 5154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8882210 nChanged 5176
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Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8884654 nChanged 5027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8887080 nChanged 4879
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Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8889431 nChanged 4500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8891502 nChanged 4016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8893337 nChanged 3659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8894963 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8896369 nChanged 2836
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8897411 nChanged 2318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8898080 nChanged 1660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8898407 nChanged 1193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8898677 nChanged 914
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8898846 nChanged 757
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Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8898935 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8899006 nChanged 613
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Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8899049 nChanged 601
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Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8899077 nChanged 618
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Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8899151 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8899250 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8899333 nChanged 602
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Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8899437 nChanged 599
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Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8899519 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8899621 nChanged 686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8899734 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8899838 nChanged 660
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8899941 nChanged 655
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8900054 nChanged 675
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Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8900127 nChanged 682
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Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8900234 nChanged 724
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8900326 nChanged 708
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Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8900462 nChanged 687
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Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8900572 nChanged 700
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Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8900685 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8900829 nChanged 776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8901014 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8901215 nChanged 849
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Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8901361 nChanged 969
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Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8901503 nChanged 1034
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Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8901724 nChanged 1098
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8901935 nChanged 1185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8902330 nChanged 1249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8902656 nChanged 1313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8903075 nChanged 1349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8903551 nChanged 1393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8904099 nChanged 1513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 15430 members 
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	Iteration 50Q: 3 clusters Score -8904654 nChanged 1581
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Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8905303 nChanged 1587
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Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8905940 nChanged 1642
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Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 10626 members 
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	Iteration 53Q: 3 clusters Score -8906695 nChanged 1584
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Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8907456 nChanged 1551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8908215 nChanged 1352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8908994 nChanged 1220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8909725 nChanged 1034
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8910394 nChanged 817
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Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8910835 nChanged 577
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Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8911146 nChanged 426
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Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8911429 nChanged 336
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Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8911613 nChanged 241
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Mstep: Class 1 contains 98975 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8911769 nChanged 205
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Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8911897 nChanged 154
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Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8912008 nChanged 124
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Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8912080 nChanged 80
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Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8912122 nChanged 71
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Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8912179 nChanged 68
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Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8912227 nChanged 69
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Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8912271 nChanged 48
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	Iteration 71Q: 3 clusters Score -8912306 nChanged 40
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8912312 nChanged 38
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Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8912344 nChanged 27
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8912358 nChanged 27
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	Iteration 75Q: 3 clusters Score -8912375 nChanged 23
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	Iteration 76Q: 3 clusters Score -8912373 nChanged 18
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	Iteration 77Q: 3 clusters Score -8912387 nChanged 17
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	Iteration 78Q: 3 clusters Score -8912388 nChanged 16
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	Iteration 79Q: 3 clusters Score -8912409 nChanged 14
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	Iteration 80F: 3 clusters Score -8912424 nChanged 15
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	Iteration 81Q: 3 clusters Score -8912435 nChanged 15
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	Iteration 82Q: 3 clusters Score -8912432 nChanged 16
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	Iteration 83Q: 3 clusters Score -8912438 nChanged 7
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	Iteration 84Q: 3 clusters Score -8912437 nChanged 11
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8912441 nChanged 13
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	Iteration 86Q: 3 clusters Score -8912453 nChanged 11
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	Iteration 87Q: 3 clusters Score -8912456 nChanged 12
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	Iteration 88Q: 3 clusters Score -8912464 nChanged 11
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	Iteration 89Q: 3 clusters Score -8912465 nChanged 10
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	Iteration 90Q: 3 clusters Score -8912465 nChanged 8
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	Iteration 91Q: 3 clusters Score -8912480 nChanged 8
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	Iteration 92Q: 3 clusters Score -8912487 nChanged 10
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	Iteration 93Q: 3 clusters Score -8912491 nChanged 13
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Entering Unmasked Estep 
Score: -8912505.000000 Penalty: 5713.028320
	Iteration 94Q: 3 clusters Score -8912505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8912500.000000 Penalty: 5713.028320
	Iteration 95Q: 3 clusters Score -8912500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8912499.000000 Penalty: 5713.028320
	Iteration 96Q: 3 clusters Score -8912499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8912504.000000 Penalty: 5713.028320
	Iteration 97Q: 3 clusters Score -8912504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8912503.000000 Penalty: 5713.028320
	Iteration 98Q: 3 clusters Score -8912503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8912503.000000 Penalty: 5713.028320
	Iteration 99F: 3 clusters Score -8912503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Entering Unmasked Estep 
Score: -1294983.625000 Penalty: 2346.718994
	Iteration 0F: 2 clusters Score -1294984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1285442.500000 Penalty: 4693.437988
	Iteration 0F: 3 clusters Score -1285442 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1288321.375000 Penalty: 4693.437988
	Iteration 1F: 3 clusters Score -1288321 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1288613.750000 Penalty: 4693.437988
	Iteration 2F: 3 clusters Score -1288614 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1288832.875000 Penalty: 4693.437988
	Iteration 3Q: 3 clusters Score -1288833 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1289053.750000 Penalty: 4693.437988
	Iteration 4Q: 3 clusters Score -1289054 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1289310.750000 Penalty: 4693.437988
	Iteration 5Q: 3 clusters Score -1289311 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1289599.625000 Penalty: 4693.437988
	Iteration 6Q: 3 clusters Score -1289600 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1289925.625000 Penalty: 4693.437988
	Iteration 7Q: 3 clusters Score -1289926 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1290356.000000 Penalty: 4693.437988
	Iteration 8F: 3 clusters Score -1290356 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1290918.000000 Penalty: 4693.437988
	Iteration 9F: 3 clusters Score -1290918 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1291481.250000 Penalty: 4693.437988
	Iteration 10F: 3 clusters Score -1291481 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1291944.750000 Penalty: 4693.437988
	Iteration 11Q: 3 clusters Score -1291945 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1292293.625000 Penalty: 4693.437988
	Iteration 12Q: 3 clusters Score -1292294 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1292515.000000 Penalty: 4693.437988
	Iteration 13Q: 3 clusters Score -1292515 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1292652.875000 Penalty: 4693.437988
	Iteration 14Q: 3 clusters Score -1292653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1292736.750000 Penalty: 4693.437988
	Iteration 15Q: 3 clusters Score -1292737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1292795.000000 Penalty: 4693.437988
	Iteration 16Q: 3 clusters Score -1292795 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1292835.750000 Penalty: 4693.437988
	Iteration 17Q: 3 clusters Score -1292836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1292870.000000 Penalty: 4693.437988
	Iteration 18Q: 3 clusters Score -1292870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1292891.750000 Penalty: 4693.437988
	Iteration 19Q: 3 clusters Score -1292892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1292910.000000 Penalty: 4693.437988
	Iteration 20F: 3 clusters Score -1292910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1292924.250000 Penalty: 4693.437988
	Iteration 21Q: 3 clusters Score -1292924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1292927.750000 Penalty: 4693.437988
	Iteration 22Q: 3 clusters Score -1292928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1292934.375000 Penalty: 4693.437988
	Iteration 23Q: 3 clusters Score -1292934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1292937.125000 Penalty: 4693.437988
	Iteration 24Q: 3 clusters Score -1292937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1292940.875000 Penalty: 4693.437988
	Iteration 25Q: 3 clusters Score -1292941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1292945.250000 Penalty: 4693.437988
	Iteration 26Q: 3 clusters Score -1292945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1292946.375000 Penalty: 4693.437988
	Iteration 27Q: 3 clusters Score -1292946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1292944.625000 Penalty: 4693.437988
	Iteration 28Q: 3 clusters Score -1292945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1292946.125000 Penalty: 4693.437988
	Iteration 29Q: 3 clusters Score -1292946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1292948.500000 Penalty: 4693.437988
	Iteration 30Q: 3 clusters Score -1292948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1292949.000000 Penalty: 4693.437988
	Iteration 31Q: 3 clusters Score -1292949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1292949.250000 Penalty: 4693.437988
	Iteration 32Q: 3 clusters Score -1292949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1292950.125000 Penalty: 4693.437988
	Iteration 33Q: 3 clusters Score -1292950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1292950.875000 Penalty: 4693.437988
	Iteration 34Q: 3 clusters Score -1292951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1292948.000000 Penalty: 4693.437988
	Iteration 35Q: 3 clusters Score -1292948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1292954.125000 Penalty: 4693.437988
	Iteration 36Q: 3 clusters Score -1292954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1292959.875000 Penalty: 4693.437988
	Iteration 37Q: 3 clusters Score -1292960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1292964.375000 Penalty: 4693.437988
	Iteration 38Q: 3 clusters Score -1292964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1292965.875000 Penalty: 4693.437988
	Iteration 39Q: 3 clusters Score -1292966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1292965.875000 Penalty: 4693.437988
	Iteration 40F: 3 clusters Score -1292966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -112126.382812 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -112126.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110034.328125 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -110034.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110346.757812 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -110346.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110449.320312 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -110449.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -110518.703125 Penalty: 3534.539307
	Iteration 3Q: 3 clusters Score -110518.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110575.367188 Penalty: 3534.539307
	Iteration 4Q: 3 clusters Score -110575.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -110631.078125 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -110631.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -110667.757812 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -110667.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -110723.195312 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -110723.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -110795.546875 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -110795.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -110873.179688 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -110873.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -110925.250000 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -110925.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -110947.046875 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -110947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -110956.734375 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -110956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110963.335938 Penalty: 3534.539307
	Iteration 13Q: 3 clusters Score -110963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -110967.367188 Penalty: 3534.539307
	Iteration 14Q: 3 clusters Score -110967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110969.460938 Penalty: 3534.539307
	Iteration 15Q: 3 clusters Score -110969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110974.679688 Penalty: 3534.539307
	Iteration 16Q: 3 clusters Score -110974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -110977.640625 Penalty: 3534.539307
	Iteration 17Q: 3 clusters Score -110977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110978.890625 Penalty: 3534.539307
	Iteration 18Q: 3 clusters Score -110978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110978.890625 Penalty: 3534.539307
	Iteration 19F: 3 clusters Score -110978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -231626.171875 Penalty: 1943.615601
	Iteration 0F: 2 clusters Score -231626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -228672.187500 Penalty: 3887.231201
	Iteration 0F: 3 clusters Score -228672.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -229239.437500 Penalty: 3887.231201
	Iteration 1F: 3 clusters Score -229239.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229445.875000 Penalty: 3887.231201
	Iteration 2F: 3 clusters Score -229445.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -229653.906250 Penalty: 3887.231201
	Iteration 3F: 3 clusters Score -229653.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229808.000000 Penalty: 3887.231201
	Iteration 4F: 3 clusters Score -229808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229931.468750 Penalty: 3887.231201
	Iteration 5Q: 3 clusters Score -229931.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -230066.250000 Penalty: 3887.231201
	Iteration 6Q: 3 clusters Score -230066.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230209.640625 Penalty: 3887.231201
	Iteration 7F: 3 clusters Score -230209.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230321.750000 Penalty: 3887.231201
	Iteration 8Q: 3 clusters Score -230321.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -230382.578125 Penalty: 3887.231201
	Iteration 9Q: 3 clusters Score -230382.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -230434.093750 Penalty: 3887.231201
	Iteration 10Q: 3 clusters Score -230434.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -230469.562500 Penalty: 3887.231201
	Iteration 11Q: 3 clusters Score -230469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -230494.281250 Penalty: 3887.231201
	Iteration 12Q: 3 clusters Score -230494.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -230511.328125 Penalty: 3887.231201
	Iteration 13Q: 3 clusters Score -230511.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -230524.796875 Penalty: 3887.231201
	Iteration 14Q: 3 clusters Score -230524.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -230546.656250 Penalty: 3887.231201
	Iteration 15Q: 3 clusters Score -230546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230555.671875 Penalty: 3887.231201
	Iteration 16Q: 3 clusters Score -230555.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -230561.562500 Penalty: 3887.231201
	Iteration 17Q: 3 clusters Score -230561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230564.515625 Penalty: 3887.231201
	Iteration 18Q: 3 clusters Score -230564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230568.437500 Penalty: 3887.231201
	Iteration 19Q: 3 clusters Score -230568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230573.343750 Penalty: 3887.231201
	Iteration 20F: 3 clusters Score -230573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -230576.671875 Penalty: 3887.231201
	Iteration 21Q: 3 clusters Score -230576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -230579.578125 Penalty: 3887.231201
	Iteration 22Q: 3 clusters Score -230579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -230580.500000 Penalty: 3887.231201
	Iteration 23Q: 3 clusters Score -230580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -230580.500000 Penalty: 3887.231201
	Iteration 24F: 3 clusters Score -230580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -366842.062500 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -366842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -363050.468750 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -363050.5 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -363914.562500 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -363914.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -364157.000000 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -364157 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -364342.375000 Penalty: 4091.010986
	Iteration 3F: 3 clusters Score -364342.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -364471.375000 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -364471.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -364566.906250 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -364566.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -364644.562500 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -364644.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -364719.687500 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -364719.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364779.750000 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -364779.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -364817.875000 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -364817.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -364847.187500 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -364847.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -364879.843750 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -364879.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -364914.500000 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -364914.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -364936.593750 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -364936.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -364948.406250 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -364948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -364958.312500 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -364958.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -364967.750000 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -364967.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -364979.812500 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -364979.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -364989.875000 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -364989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -364997.531250 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -364997.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -365004.781250 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -365004.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -365012.531250 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -365012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -365019.062500 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -365019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -365025.343750 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -365025.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -365028.281250 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -365028.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -365031.562500 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -365031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365035.531250 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -365035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365040.781250 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -365040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -365045.593750 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -365045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -365050.531250 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -365050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365054.812500 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -365054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -365058.906250 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -365058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -365061.875000 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -365061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -365063.906250 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -365063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -365066.750000 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -365066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -365068.125000 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -365068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -365068.593750 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -365068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -365070.687500 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -365070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -365071.312500 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -365071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -365071.312500 Penalty: 4091.010986
	Iteration 39F: 3 clusters Score -365071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -255888.812500 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -255888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -252711.765625 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -252711.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -253483.890625 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -253483.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -253720.937500 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -253720.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -253945.296875 Penalty: 3958.939697
	Iteration 3F: 3 clusters Score -253945.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -254307.781250 Penalty: 3958.939697
	Iteration 4F: 3 clusters Score -254307.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -254534.531250 Penalty: 3958.939697
	Iteration 5F: 3 clusters Score -254534.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -254686.218750 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -254686.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -254800.640625 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -254800.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -254899.703125 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -254899.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -254965.906250 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -254965.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -255001.937500 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -255001.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -255031.906250 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -255031.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -255064.609375 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -255064.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -255079.046875 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -255079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -255089.875000 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -255089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -255098.234375 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -255098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -255107.281250 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -255107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -255114.312500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -255114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -255120.750000 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -255120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -255126.875000 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -255126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -255134.515625 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -255134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -255139.656250 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -255139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -255143.125000 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -255143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -255146.953125 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -255147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -255152.312500 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -255152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -255158.500000 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -255158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -255169.921875 Penalty: 3958.939697
	Iteration 26Q: 3 clusters Score -255169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -255175.421875 Penalty: 3958.939697
	Iteration 27Q: 3 clusters Score -255175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -255177.437500 Penalty: 3958.939697
	Iteration 28Q: 3 clusters Score -255177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -255180.890625 Penalty: 3958.939697
	Iteration 29Q: 3 clusters Score -255180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -255184.484375 Penalty: 3958.939697
	Iteration 30Q: 3 clusters Score -255184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -255187.921875 Penalty: 3958.939697
	Iteration 31Q: 3 clusters Score -255187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -255189.375000 Penalty: 3958.939697
	Iteration 32Q: 3 clusters Score -255189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -255189.375000 Penalty: 3958.939697
	Iteration 33F: 3 clusters Score -255189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -527937.125000 Penalty: 2130.706543
	Iteration 0F: 2 clusters Score -527937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -523227.718750 Penalty: 4261.413086
	Iteration 0F: 3 clusters Score -523227.7 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -524405.312500 Penalty: 4261.413086
	Iteration 1F: 3 clusters Score -524405.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -524645.687500 Penalty: 4261.413086
	Iteration 2F: 3 clusters Score -524645.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -524775.500000 Penalty: 4261.413086
	Iteration 3Q: 3 clusters Score -524775.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -524866.562500 Penalty: 4261.413086
	Iteration 4Q: 3 clusters Score -524866.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -524931.437500 Penalty: 4261.413086
	Iteration 5Q: 3 clusters Score -524931.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -524982.562500 Penalty: 4261.413086
	Iteration 6Q: 3 clusters Score -524982.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -525032.937500 Penalty: 4261.413086
	Iteration 7Q: 3 clusters Score -525032.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -525073.625000 Penalty: 4261.413086
	Iteration 8Q: 3 clusters Score -525073.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -525112.500000 Penalty: 4261.413086
	Iteration 9Q: 3 clusters Score -525112.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -525154.250000 Penalty: 4261.413086
	Iteration 10Q: 3 clusters Score -525154.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -525193.375000 Penalty: 4261.413086
	Iteration 11Q: 3 clusters Score -525193.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -525232.687500 Penalty: 4261.413086
	Iteration 12Q: 3 clusters Score -525232.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -525277.062500 Penalty: 4261.413086
	Iteration 13Q: 3 clusters Score -525277.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -525323.750000 Penalty: 4261.413086
	Iteration 14Q: 3 clusters Score -525323.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -525364.312500 Penalty: 4261.413086
	Iteration 15Q: 3 clusters Score -525364.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -525402.375000 Penalty: 4261.413086
	Iteration 16Q: 3 clusters Score -525402.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -525439.875000 Penalty: 4261.413086
	Iteration 17Q: 3 clusters Score -525439.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -525477.687500 Penalty: 4261.413086
	Iteration 18Q: 3 clusters Score -525477.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -525519.187500 Penalty: 4261.413086
	Iteration 19Q: 3 clusters Score -525519.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -525555.750000 Penalty: 4261.413086
	Iteration 20F: 3 clusters Score -525555.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -525586.437500 Penalty: 4261.413086
	Iteration 21Q: 3 clusters Score -525586.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -525617.812500 Penalty: 4261.413086
	Iteration 22Q: 3 clusters Score -525617.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -525649.000000 Penalty: 4261.413086
	Iteration 23Q: 3 clusters Score -525649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -525688.187500 Penalty: 4261.413086
	Iteration 24Q: 3 clusters Score -525688.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -525730.250000 Penalty: 4261.413086
	Iteration 25Q: 3 clusters Score -525730.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -525769.437500 Penalty: 4261.413086
	Iteration 26Q: 3 clusters Score -525769.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -525801.750000 Penalty: 4261.413086
	Iteration 27Q: 3 clusters Score -525801.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -525835.687500 Penalty: 4261.413086
	Iteration 28Q: 3 clusters Score -525835.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -525856.625000 Penalty: 4261.413086
	Iteration 29Q: 3 clusters Score -525856.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -525876.437500 Penalty: 4261.413086
	Iteration 30Q: 3 clusters Score -525876.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -525893.875000 Penalty: 4261.413086
	Iteration 31Q: 3 clusters Score -525893.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -525909.187500 Penalty: 4261.413086
	Iteration 32Q: 3 clusters Score -525909.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -525923.437500 Penalty: 4261.413086
	Iteration 33Q: 3 clusters Score -525923.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -525938.187500 Penalty: 4261.413086
	Iteration 34Q: 3 clusters Score -525938.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -525953.250000 Penalty: 4261.413086
	Iteration 35Q: 3 clusters Score -525953.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -525965.500000 Penalty: 4261.413086
	Iteration 36Q: 3 clusters Score -525965.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -525979.312500 Penalty: 4261.413086
	Iteration 37Q: 3 clusters Score -525979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -525991.187500 Penalty: 4261.413086
	Iteration 38Q: 3 clusters Score -525991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -526005.562500 Penalty: 4261.413086
	Iteration 39Q: 3 clusters Score -526005.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -526015.500000 Penalty: 4261.413086
	Iteration 40F: 3 clusters Score -526015.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -526021.687500 Penalty: 4261.413086
	Iteration 41Q: 3 clusters Score -526021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -526023.687500 Penalty: 4261.413086
	Iteration 42Q: 3 clusters Score -526023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -526026.250000 Penalty: 4261.413086
	Iteration 43Q: 3 clusters Score -526026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -526027.000000 Penalty: 4261.413086
	Iteration 44Q: 3 clusters Score -526027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -526027.437500 Penalty: 4261.413086
	Iteration 45Q: 3 clusters Score -526027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -526028.500000 Penalty: 4261.413086
	Iteration 46Q: 3 clusters Score -526028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -526030.812500 Penalty: 4261.413086
	Iteration 47Q: 3 clusters Score -526030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -526032.500000 Penalty: 4261.413086
	Iteration 48Q: 3 clusters Score -526032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -526032.500000 Penalty: 4261.413086
	Iteration 49F: 3 clusters Score -526032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Entering Unmasked Estep 
Score: -1092658.250000 Penalty: 2303.549072
	Iteration 0F: 2 clusters Score -1092658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1084483.750000 Penalty: 4607.098145
	Iteration 0F: 3 clusters Score -1084484 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1086894.375000 Penalty: 4607.098145
	Iteration 1F: 3 clusters Score -1086894 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1087176.250000 Penalty: 4607.098145
	Iteration 2F: 3 clusters Score -1087176 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1087371.500000 Penalty: 4607.098145
	Iteration 3Q: 3 clusters Score -1087372 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1087516.875000 Penalty: 4607.098145
	Iteration 4Q: 3 clusters Score -1087517 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1087641.000000 Penalty: 4607.098145
	Iteration 5Q: 3 clusters Score -1087641 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1087742.125000 Penalty: 4607.098145
	Iteration 6Q: 3 clusters Score -1087742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1087862.625000 Penalty: 4607.098145
	Iteration 7Q: 3 clusters Score -1087863 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1088011.750000 Penalty: 4607.098145
	Iteration 8Q: 3 clusters Score -1088012 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1088175.875000 Penalty: 4607.098145
	Iteration 9Q: 3 clusters Score -1088176 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1088353.375000 Penalty: 4607.098145
	Iteration 10Q: 3 clusters Score -1088353 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1088534.500000 Penalty: 4607.098145
	Iteration 11Q: 3 clusters Score -1088534 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1088729.750000 Penalty: 4607.098145
	Iteration 12Q: 3 clusters Score -1088730 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1088939.375000 Penalty: 4607.098145
	Iteration 13Q: 3 clusters Score -1088939 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1089174.500000 Penalty: 4607.098145
	Iteration 14Q: 3 clusters Score -1089174 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1089447.125000 Penalty: 4607.098145
	Iteration 15Q: 3 clusters Score -1089447 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1089717.125000 Penalty: 4607.098145
	Iteration 16Q: 3 clusters Score -1089717 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1090017.625000 Penalty: 4607.098145
	Iteration 17Q: 3 clusters Score -1090018 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1090288.125000 Penalty: 4607.098145
	Iteration 18Q: 3 clusters Score -1090288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1090490.000000 Penalty: 4607.098145
	Iteration 19Q: 3 clusters Score -1090490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1090622.500000 Penalty: 4607.098145
	Iteration 20F: 3 clusters Score -1090622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1090708.750000 Penalty: 4607.098145
	Iteration 21Q: 3 clusters Score -1090709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1090764.750000 Penalty: 4607.098145
	Iteration 22Q: 3 clusters Score -1090765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1090800.500000 Penalty: 4607.098145
	Iteration 23Q: 3 clusters Score -1090800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1090822.125000 Penalty: 4607.098145
	Iteration 24Q: 3 clusters Score -1090822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1090836.750000 Penalty: 4607.098145
	Iteration 25Q: 3 clusters Score -1090837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1090848.500000 Penalty: 4607.098145
	Iteration 26Q: 3 clusters Score -1090848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1090854.125000 Penalty: 4607.098145
	Iteration 27Q: 3 clusters Score -1090854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1090859.875000 Penalty: 4607.098145
	Iteration 28Q: 3 clusters Score -1090860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1090861.000000 Penalty: 4607.098145
	Iteration 29Q: 3 clusters Score -1090861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1090862.125000 Penalty: 4607.098145
	Iteration 30Q: 3 clusters Score -1090862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1090862.125000 Penalty: 4607.098145
	Iteration 31F: 3 clusters Score -1090862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Entering Unmasked Estep 
Score: -8229873.000000 Penalty: 2812.961670
	Iteration 0F: 2 clusters Score -8229873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8173617.500000 Penalty: 5625.923340
	Iteration 0F: 3 clusters Score -8173618 nChanged 39574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8195653.000000 Penalty: 5625.923340
	Iteration 1F: 3 clusters Score -8195653 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8196239.500000 Penalty: 5625.923340
	Iteration 2Q: 3 clusters Score -8196240 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8196857.000000 Penalty: 5625.923340
	Iteration 3Q: 3 clusters Score -8196857 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8197487.000000 Penalty: 5625.923340
	Iteration 4Q: 3 clusters Score -8197487 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -8198238.500000 Penalty: 5625.923340
	Iteration 5Q: 3 clusters Score -8198238 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -8199250.500000 Penalty: 5625.923340
	Iteration 6Q: 3 clusters Score -8199250 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -8200854.000000 Penalty: 5625.923340
	Iteration 7Q: 3 clusters Score -8200854 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -8203504.000000 Penalty: 5625.923340
	Iteration 8F: 3 clusters Score -8203504 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -8207502.000000 Penalty: 5625.923340
	Iteration 9F: 3 clusters Score -8207502 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -8212917.500000 Penalty: 5625.923340
	Iteration 10F: 3 clusters Score -8212918 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -8218691.500000 Penalty: 5625.923340
	Iteration 11F: 3 clusters Score -8218692 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -8222907.000000 Penalty: 5625.923340
	Iteration 12F: 3 clusters Score -8222907 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -8225375.500000 Penalty: 5625.923340
	Iteration 13Q: 3 clusters Score -8225376 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -8226549.000000 Penalty: 5625.923340
	Iteration 14Q: 3 clusters Score -8226549 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -8227048.500000 Penalty: 5625.923340
	Iteration 15Q: 3 clusters Score -8227048 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -8227233.500000 Penalty: 5625.923340
	Iteration 16Q: 3 clusters Score -8227234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -8227336.000000 Penalty: 5625.923340
	Iteration 17Q: 3 clusters Score -8227336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -8227415.000000 Penalty: 5625.923340
	Iteration 18Q: 3 clusters Score -8227415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -8227488.000000 Penalty: 5625.923340
	Iteration 19Q: 3 clusters Score -8227488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -8227495.500000 Penalty: 5625.923340
	Iteration 20F: 3 clusters Score -8227496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -8227510.000000 Penalty: 5625.923340
	Iteration 21Q: 3 clusters Score -8227510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -8227522.500000 Penalty: 5625.923340
	Iteration 22Q: 3 clusters Score -8227522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -8227524.500000 Penalty: 5625.923340
	Iteration 23Q: 3 clusters Score -8227524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -8227524.500000 Penalty: 5625.923340
	Iteration 24Q: 3 clusters Score -8227524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -8227540.000000 Penalty: 5625.923340
	Iteration 25Q: 3 clusters Score -8227540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -8227544.000000 Penalty: 5625.923340
	Iteration 26Q: 3 clusters Score -8227544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -8227549.500000 Penalty: 5625.923340
	Iteration 27Q: 3 clusters Score -8227550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
Score: -8227556.000000 Penalty: 5625.923340
	Iteration 28Q: 3 clusters Score -8227556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -8227565.000000 Penalty: 5625.923340
	Iteration 29Q: 3 clusters Score -8227565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -8227567.500000 Penalty: 5625.923340
	Iteration 30Q: 3 clusters Score -8227568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -8227568.000000 Penalty: 5625.923340
	Iteration 31Q: 3 clusters Score -8227568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -8227570.000000 Penalty: 5625.923340
	Iteration 32Q: 3 clusters Score -8227570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -8227570.500000 Penalty: 5625.923340
	Iteration 33Q: 3 clusters Score -8227570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -8227572.500000 Penalty: 5625.923340
	Iteration 34Q: 3 clusters Score -8227572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -8227584.000000 Penalty: 5625.923340
	Iteration 35Q: 3 clusters Score -8227584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -8227579.500000 Penalty: 5625.923340
	Iteration 36Q: 3 clusters Score -8227580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -8227581.500000 Penalty: 5625.923340
	Iteration 37Q: 3 clusters Score -8227582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -8227585.500000 Penalty: 5625.923340
	Iteration 38Q: 3 clusters Score -8227586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -8227593.000000 Penalty: 5625.923340
	Iteration 39Q: 3 clusters Score -8227593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -8227598.500000 Penalty: 5625.923340
	Iteration 40F: 3 clusters Score -8227598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -8227593.000000 Penalty: 5625.923340
	Iteration 41Q: 3 clusters Score -8227593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -8227599.000000 Penalty: 5625.923340
	Iteration 42Q: 3 clusters Score -8227599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -8227601.500000 Penalty: 5625.923340
	Iteration 43Q: 3 clusters Score -8227602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -8227604.000000 Penalty: 5625.923340
	Iteration 44Q: 3 clusters Score -8227604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -8227605.000000 Penalty: 5625.923340
	Iteration 45Q: 3 clusters Score -8227605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -8227609.500000 Penalty: 5625.923340
	Iteration 46Q: 3 clusters Score -8227610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -8227606.500000 Penalty: 5625.923340
	Iteration 47Q: 3 clusters Score -8227606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -8227609.000000 Penalty: 5625.923340
	Iteration 48Q: 3 clusters Score -8227609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -8227609.500000 Penalty: 5625.923340
	Iteration 49Q: 3 clusters Score -8227610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -8227609.500000 Penalty: 5625.923340
	Iteration 50F: 3 clusters Score -8227610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -289430.531250 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -289430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -286141.343750 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -286141.3 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286849.218750 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -286849.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -287022.531250 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -287022.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -287114.437500 Penalty: 3978.868652
	Iteration 3Q: 3 clusters Score -287114.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -287178.218750 Penalty: 3978.868652
	Iteration 4Q: 3 clusters Score -287178.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -287226.281250 Penalty: 3978.868652
	Iteration 5Q: 3 clusters Score -287226.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -287259.906250 Penalty: 3978.868652
	Iteration 6Q: 3 clusters Score -287259.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -287281.937500 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -287281.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -287299.437500 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -287299.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -287314.187500 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -287314.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -287326.531250 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -287326.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287335.625000 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -287335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -287344.312500 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -287344.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -287350.156250 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -287350.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -287355.687500 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -287355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -287360.562500 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -287360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -287366.187500 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -287366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -287372.375000 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -287372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -287375.437500 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -287375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -287378.031250 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -287378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -287380.250000 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -287380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -287385.031250 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -287385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -287391.000000 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -287391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287393.406250 Penalty: 3978.868652
	Iteration 23Q: 3 clusters Score -287393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287393.406250 Penalty: 3978.868652
	Iteration 24F: 3 clusters Score -287393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -103849.039062 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -103849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101838.539062 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -101838.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102130.390625 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -102130.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102205.656250 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -102205.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -102252.468750 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -102252.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102288.000000 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -102288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -102307.312500 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -102307.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -102325.929688 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -102325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102339.726562 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -102339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102350.710938 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -102350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102360.007812 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -102360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102366.109375 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -102366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102368.859375 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -102368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -102371.585938 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -102371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102373.875000 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -102373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102376.695312 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -102376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102380.867188 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -102380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102384.203125 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -102384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102389.578125 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -102389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102393.281250 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -102393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102395.976562 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -102396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102397.437500 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -102397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -102399.500000 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -102399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -102400.992188 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -102401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102401.835938 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -102401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102403.609375 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -102403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102404.429688 Penalty: 3484.666992
	Iteration 25Q: 3 clusters Score -102404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -102405.046875 Penalty: 3484.666992
	Iteration 26Q: 3 clusters Score -102405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -102405.046875 Penalty: 3484.666992
	Iteration 27F: 3 clusters Score -102405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -390123.375000 Penalty: 2062.078369
	Iteration 0F: 2 clusters Score -390123.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -386222.781250 Penalty: 4124.156738
	Iteration 0F: 3 clusters Score -386222.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -387042.625000 Penalty: 4124.156738
	Iteration 1F: 3 clusters Score -387042.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -387223.656250 Penalty: 4124.156738
	Iteration 2F: 3 clusters Score -387223.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -387343.593750 Penalty: 4124.156738
	Iteration 3F: 3 clusters Score -387343.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -387442.968750 Penalty: 4124.156738
	Iteration 4Q: 3 clusters Score -387443 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -387519.156250 Penalty: 4124.156738
	Iteration 5Q: 3 clusters Score -387519.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -387583.093750 Penalty: 4124.156738
	Iteration 6Q: 3 clusters Score -387583.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -387649.187500 Penalty: 4124.156738
	Iteration 7Q: 3 clusters Score -387649.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -387710.000000 Penalty: 4124.156738
	Iteration 8Q: 3 clusters Score -387710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -387776.406250 Penalty: 4124.156738
	Iteration 9Q: 3 clusters Score -387776.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -387857.750000 Penalty: 4124.156738
	Iteration 10Q: 3 clusters Score -387857.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -387950.375000 Penalty: 4124.156738
	Iteration 11Q: 3 clusters Score -387950.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -388033.250000 Penalty: 4124.156738
	Iteration 12Q: 3 clusters Score -388033.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -388104.156250 Penalty: 4124.156738
	Iteration 13Q: 3 clusters Score -388104.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -388160.875000 Penalty: 4124.156738
	Iteration 14Q: 3 clusters Score -388160.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -388212.843750 Penalty: 4124.156738
	Iteration 15Q: 3 clusters Score -388212.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -388255.125000 Penalty: 4124.156738
	Iteration 16Q: 3 clusters Score -388255.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -388289.406250 Penalty: 4124.156738
	Iteration 17Q: 3 clusters Score -388289.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -388322.531250 Penalty: 4124.156738
	Iteration 18Q: 3 clusters Score -388322.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -388345.562500 Penalty: 4124.156738
	Iteration 19Q: 3 clusters Score -388345.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -388366.656250 Penalty: 4124.156738
	Iteration 20F: 3 clusters Score -388366.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -388392.531250 Penalty: 4124.156738
	Iteration 21Q: 3 clusters Score -388392.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -388406.656250 Penalty: 4124.156738
	Iteration 22Q: 3 clusters Score -388406.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -388418.531250 Penalty: 4124.156738
	Iteration 23Q: 3 clusters Score -388418.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -388431.406250 Penalty: 4124.156738
	Iteration 24Q: 3 clusters Score -388431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -388442.187500 Penalty: 4124.156738
	Iteration 25Q: 3 clusters Score -388442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -388449.875000 Penalty: 4124.156738
	Iteration 26Q: 3 clusters Score -388449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -388457.843750 Penalty: 4124.156738
	Iteration 27Q: 3 clusters Score -388457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -388463.625000 Penalty: 4124.156738
	Iteration 28Q: 3 clusters Score -388463.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -388467.500000 Penalty: 4124.156738
	Iteration 29Q: 3 clusters Score -388467.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -388470.875000 Penalty: 4124.156738
	Iteration 30Q: 3 clusters Score -388470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -388472.531250 Penalty: 4124.156738
	Iteration 31Q: 3 clusters Score -388472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -388474.281250 Penalty: 4124.156738
	Iteration 32Q: 3 clusters Score -388474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -388474.281250 Penalty: 4124.156738
	Iteration 33F: 3 clusters Score -388474.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -577233.125000 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -577233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -571463.812500 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -571463.8 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -573055.312500 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -573055.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -573370.062500 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -573370.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -573577.125000 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -573577.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -573730.187500 Penalty: 4390.140625
	Iteration 4Q: 3 clusters Score -573730.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -573876.250000 Penalty: 4390.140625
	Iteration 5Q: 3 clusters Score -573876.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -574025.250000 Penalty: 4390.140625
	Iteration 6Q: 3 clusters Score -574025.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -574167.187500 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -574167.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -574301.625000 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -574301.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -574454.125000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -574454.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -574656.000000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -574656 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -574898.187500 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -574898.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -575154.937500 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -575154.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -575336.312500 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -575336.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -575447.000000 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -575447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -575529.187500 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -575529.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -575578.437500 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -575578.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -575609.312500 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -575609.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -575636.687500 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -575636.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -575655.750000 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -575655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -575674.125000 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -575674.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -575692.125000 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -575692.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -575704.250000 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -575704.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -575718.312500 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -575718.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -575729.437500 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -575729.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -575738.937500 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -575738.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -575744.125000 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -575744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -575745.937500 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -575745.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -575751.125000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -575751.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -575755.375000 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -575755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -575760.062500 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -575760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -575762.312500 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -575762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -575764.500000 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -575764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -575766.562500 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -575766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -575766.812500 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -575766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -575767.812500 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -575767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -575768.000000 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -575768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -575768.000000 Penalty: 4390.140625
	Iteration 37F: 3 clusters Score -575768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -336269.843750 Penalty: 2025.573730
	Iteration 0F: 2 clusters Score -336269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -332670.968750 Penalty: 4051.147461
	Iteration 0F: 3 clusters Score -332671 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -333438.156250 Penalty: 4051.147461
	Iteration 1F: 3 clusters Score -333438.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -333609.843750 Penalty: 4051.147461
	Iteration 2F: 3 clusters Score -333609.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -333713.718750 Penalty: 4051.147461
	Iteration 3Q: 3 clusters Score -333713.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -333785.875000 Penalty: 4051.147461
	Iteration 4Q: 3 clusters Score -333785.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -333839.500000 Penalty: 4051.147461
	Iteration 5Q: 3 clusters Score -333839.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -333885.500000 Penalty: 4051.147461
	Iteration 6Q: 3 clusters Score -333885.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -333926.937500 Penalty: 4051.147461
	Iteration 7Q: 3 clusters Score -333926.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -333971.500000 Penalty: 4051.147461
	Iteration 8Q: 3 clusters Score -333971.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -334024.750000 Penalty: 4051.147461
	Iteration 9Q: 3 clusters Score -334024.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -334077.468750 Penalty: 4051.147461
	Iteration 10Q: 3 clusters Score -334077.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -334132.906250 Penalty: 4051.147461
	Iteration 11Q: 3 clusters Score -334132.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -334190.375000 Penalty: 4051.147461
	Iteration 12Q: 3 clusters Score -334190.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -334264.062500 Penalty: 4051.147461
	Iteration 13Q: 3 clusters Score -334264.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -334329.937500 Penalty: 4051.147461
	Iteration 14Q: 3 clusters Score -334329.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -334431.562500 Penalty: 4051.147461
	Iteration 15Q: 3 clusters Score -334431.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -334572.687500 Penalty: 4051.147461
	Iteration 16Q: 3 clusters Score -334572.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -334718.468750 Penalty: 4051.147461
	Iteration 17Q: 3 clusters Score -334718.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -334862.281250 Penalty: 4051.147461
	Iteration 18Q: 3 clusters Score -334862.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -334963.937500 Penalty: 4051.147461
	Iteration 19Q: 3 clusters Score -334963.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -335026.062500 Penalty: 4051.147461
	Iteration 20F: 3 clusters Score -335026.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -335062.812500 Penalty: 4051.147461
	Iteration 21Q: 3 clusters Score -335062.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -335090.125000 Penalty: 4051.147461
	Iteration 22Q: 3 clusters Score -335090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -335105.968750 Penalty: 4051.147461
	Iteration 23Q: 3 clusters Score -335106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -335118.843750 Penalty: 4051.147461
	Iteration 24Q: 3 clusters Score -335118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -335126.468750 Penalty: 4051.147461
	Iteration 25Q: 3 clusters Score -335126.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -335133.375000 Penalty: 4051.147461
	Iteration 26Q: 3 clusters Score -335133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -335138.750000 Penalty: 4051.147461
	Iteration 27Q: 3 clusters Score -335138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -335141.718750 Penalty: 4051.147461
	Iteration 28Q: 3 clusters Score -335141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -335144.125000 Penalty: 4051.147461
	Iteration 29Q: 3 clusters Score -335144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -335147.000000 Penalty: 4051.147461
	Iteration 30Q: 3 clusters Score -335147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -335150.062500 Penalty: 4051.147461
	Iteration 31Q: 3 clusters Score -335150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -335152.468750 Penalty: 4051.147461
	Iteration 32Q: 3 clusters Score -335152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -335158.437500 Penalty: 4051.147461
	Iteration 33Q: 3 clusters Score -335158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -335162.687500 Penalty: 4051.147461
	Iteration 34Q: 3 clusters Score -335162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -335166.156250 Penalty: 4051.147461
	Iteration 35Q: 3 clusters Score -335166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -335171.156250 Penalty: 4051.147461
	Iteration 36Q: 3 clusters Score -335171.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -335179.625000 Penalty: 4051.147461
	Iteration 37Q: 3 clusters Score -335179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -335183.250000 Penalty: 4051.147461
	Iteration 38Q: 3 clusters Score -335183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -335185.281250 Penalty: 4051.147461
	Iteration 39Q: 3 clusters Score -335185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -335187.843750 Penalty: 4051.147461
	Iteration 40F: 3 clusters Score -335187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -335191.437500 Penalty: 4051.147461
	Iteration 41Q: 3 clusters Score -335191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -335192.875000 Penalty: 4051.147461
	Iteration 42Q: 3 clusters Score -335192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -335192.843750 Penalty: 4051.147461
	Iteration 43Q: 3 clusters Score -335192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -335194.156250 Penalty: 4051.147461
	Iteration 44Q: 3 clusters Score -335194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -335195.093750 Penalty: 4051.147461
	Iteration 45Q: 3 clusters Score -335195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -335196.250000 Penalty: 4051.147461
	Iteration 46Q: 3 clusters Score -335196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -335197.468750 Penalty: 4051.147461
	Iteration 47Q: 3 clusters Score -335197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -335198.031250 Penalty: 4051.147461
	Iteration 48Q: 3 clusters Score -335198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -335199.500000 Penalty: 4051.147461
	Iteration 49Q: 3 clusters Score -335199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -335205.625000 Penalty: 4051.147461
	Iteration 50Q: 3 clusters Score -335205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -335208.000000 Penalty: 4051.147461
	Iteration 51Q: 3 clusters Score -335208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -335209.562500 Penalty: 4051.147461
	Iteration 52Q: 3 clusters Score -335209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -335209.562500 Penalty: 4051.147461
	Iteration 53F: 3 clusters Score -335209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Entering Unmasked Estep 
Score: -339103.468750 Penalty: 2027.186523
	Iteration 0F: 2 clusters Score -339103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -335518.343750 Penalty: 4054.373047
	Iteration 0F: 3 clusters Score -335518.3 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -336347.437500 Penalty: 4054.373047
	Iteration 1F: 3 clusters Score -336347.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -336612.937500 Penalty: 4054.373047
	Iteration 2F: 3 clusters Score -336612.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -336867.187500 Penalty: 4054.373047
	Iteration 3F: 3 clusters Score -336867.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -337132.031250 Penalty: 4054.373047
	Iteration 4F: 3 clusters Score -337132 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -337408.250000 Penalty: 4054.373047
	Iteration 5F: 3 clusters Score -337408.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -337647.812500 Penalty: 4054.373047
	Iteration 6F: 3 clusters Score -337647.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -337833.375000 Penalty: 4054.373047
	Iteration 7Q: 3 clusters Score -337833.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -337935.875000 Penalty: 4054.373047
	Iteration 8Q: 3 clusters Score -337935.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -337984.437500 Penalty: 4054.373047
	Iteration 9Q: 3 clusters Score -337984.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -338013.093750 Penalty: 4054.373047
	Iteration 10Q: 3 clusters Score -338013.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -338033.843750 Penalty: 4054.373047
	Iteration 11Q: 3 clusters Score -338033.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -338050.187500 Penalty: 4054.373047
	Iteration 12Q: 3 clusters Score -338050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -338064.093750 Penalty: 4054.373047
	Iteration 13Q: 3 clusters Score -338064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -338068.031250 Penalty: 4054.373047
	Iteration 14Q: 3 clusters Score -338068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -338070.312500 Penalty: 4054.373047
	Iteration 15Q: 3 clusters Score -338070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -338072.093750 Penalty: 4054.373047
	Iteration 16Q: 3 clusters Score -338072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -338074.937500 Penalty: 4054.373047
	Iteration 17Q: 3 clusters Score -338074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -338077.281250 Penalty: 4054.373047
	Iteration 18Q: 3 clusters Score -338077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -338077.968750 Penalty: 4054.373047
	Iteration 19Q: 3 clusters Score -338078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -338083.625000 Penalty: 4054.373047
	Iteration 20F: 3 clusters Score -338083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -338087.125000 Penalty: 4054.373047
	Iteration 21Q: 3 clusters Score -338087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -338088.218750 Penalty: 4054.373047
	Iteration 22Q: 3 clusters Score -338088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -338089.531250 Penalty: 4054.373047
	Iteration 23Q: 3 clusters Score -338089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -338091.500000 Penalty: 4054.373047
	Iteration 24Q: 3 clusters Score -338091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -338091.593750 Penalty: 4054.373047
	Iteration 25Q: 3 clusters Score -338091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -338092.718750 Penalty: 4054.373047
	Iteration 26Q: 3 clusters Score -338092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -338093.687500 Penalty: 4054.373047
	Iteration 27Q: 3 clusters Score -338093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -338094.250000 Penalty: 4054.373047
	Iteration 28Q: 3 clusters Score -338094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -338094.250000 Penalty: 4054.373047
	Iteration 29F: 3 clusters Score -338094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Entering Unmasked Estep 
Score: -3656124.500000 Penalty: 2610.567139
	Iteration 0F: 2 clusters Score -3656124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3630827.750000 Penalty: 5221.134277
	Iteration 0F: 3 clusters Score -3630828 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3640150.750000 Penalty: 5221.134277
	Iteration 1F: 3 clusters Score -3640151 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3640653.750000 Penalty: 5221.134277
	Iteration 2Q: 3 clusters Score -3640654 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3641118.500000 Penalty: 5221.134277
	Iteration 3Q: 3 clusters Score -3641118 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3641550.250000 Penalty: 5221.134277
	Iteration 4Q: 3 clusters Score -3641550 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3641936.250000 Penalty: 5221.134277
	Iteration 5Q: 3 clusters Score -3641936 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3642317.750000 Penalty: 5221.134277
	Iteration 6Q: 3 clusters Score -3642318 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3642740.000000 Penalty: 5221.134277
	Iteration 7Q: 3 clusters Score -3642740 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3643188.250000 Penalty: 5221.134277
	Iteration 8Q: 3 clusters Score -3643188 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3643781.500000 Penalty: 5221.134277
	Iteration 9Q: 3 clusters Score -3643782 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3644551.500000 Penalty: 5221.134277
	Iteration 10Q: 3 clusters Score -3644552 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3645514.000000 Penalty: 5221.134277
	Iteration 11Q: 3 clusters Score -3645514 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3646625.250000 Penalty: 5221.134277
	Iteration 12Q: 3 clusters Score -3646625 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3647768.750000 Penalty: 5221.134277
	Iteration 13Q: 3 clusters Score -3647769 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3648685.250000 Penalty: 5221.134277
	Iteration 14Q: 3 clusters Score -3648685 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3649316.000000 Penalty: 5221.134277
	Iteration 15Q: 3 clusters Score -3649316 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3649807.750000 Penalty: 5221.134277
	Iteration 16Q: 3 clusters Score -3649808 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3650181.500000 Penalty: 5221.134277
	Iteration 17Q: 3 clusters Score -3650182 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3650507.500000 Penalty: 5221.134277
	Iteration 18Q: 3 clusters Score -3650508 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3650904.500000 Penalty: 5221.134277
	Iteration 19Q: 3 clusters Score -3650904 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3651263.250000 Penalty: 5221.134277
	Iteration 20F: 3 clusters Score -3651263 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3651593.750000 Penalty: 5221.134277
	Iteration 21Q: 3 clusters Score -3651594 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3651901.000000 Penalty: 5221.134277
	Iteration 22Q: 3 clusters Score -3651901 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3652219.250000 Penalty: 5221.134277
	Iteration 23Q: 3 clusters Score -3652219 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3652508.500000 Penalty: 5221.134277
	Iteration 24Q: 3 clusters Score -3652508 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3652745.000000 Penalty: 5221.134277
	Iteration 25Q: 3 clusters Score -3652745 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3652925.000000 Penalty: 5221.134277
	Iteration 26Q: 3 clusters Score -3652925 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3653096.000000 Penalty: 5221.134277
	Iteration 27Q: 3 clusters Score -3653096 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3653238.250000 Penalty: 5221.134277
	Iteration 28Q: 3 clusters Score -3653238 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3653360.250000 Penalty: 5221.134277
	Iteration 29Q: 3 clusters Score -3653360 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3653454.500000 Penalty: 5221.134277
	Iteration 30Q: 3 clusters Score -3653454 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3653515.000000 Penalty: 5221.134277
	Iteration 31Q: 3 clusters Score -3653515 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3653555.250000 Penalty: 5221.134277
	Iteration 32Q: 3 clusters Score -3653555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3653614.000000 Penalty: 5221.134277
	Iteration 33Q: 3 clusters Score -3653614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3653654.000000 Penalty: 5221.134277
	Iteration 34Q: 3 clusters Score -3653654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3653690.500000 Penalty: 5221.134277
	Iteration 35Q: 3 clusters Score -3653690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3653713.000000 Penalty: 5221.134277
	Iteration 36Q: 3 clusters Score -3653713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3653744.250000 Penalty: 5221.134277
	Iteration 37Q: 3 clusters Score -3653744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3653756.750000 Penalty: 5221.134277
	Iteration 38Q: 3 clusters Score -3653757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3653768.000000 Penalty: 5221.134277
	Iteration 39Q: 3 clusters Score -3653768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3653776.750000 Penalty: 5221.134277
	Iteration 40F: 3 clusters Score -3653777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3653783.500000 Penalty: 5221.134277
	Iteration 41Q: 3 clusters Score -3653784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3653791.250000 Penalty: 5221.134277
	Iteration 42Q: 3 clusters Score -3653791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3653804.000000 Penalty: 5221.134277
	Iteration 43Q: 3 clusters Score -3653804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3653816.250000 Penalty: 5221.134277
	Iteration 44Q: 3 clusters Score -3653816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3653816.250000 Penalty: 5221.134277
	Iteration 45Q: 3 clusters Score -3653816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3653823.250000 Penalty: 5221.134277
	Iteration 46Q: 3 clusters Score -3653823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3653838.500000 Penalty: 5221.134277
	Iteration 47Q: 3 clusters Score -3653838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3653845.250000 Penalty: 5221.134277
	Iteration 48Q: 3 clusters Score -3653845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3653843.250000 Penalty: 5221.134277
	Iteration 49Q: 3 clusters Score -3653843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3653847.000000 Penalty: 5221.134277
	Iteration 50Q: 3 clusters Score -3653847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3653851.250000 Penalty: 5221.134277
	Iteration 51Q: 3 clusters Score -3653851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3653859.000000 Penalty: 5221.134277
	Iteration 52Q: 3 clusters Score -3653859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3653865.750000 Penalty: 5221.134277
	Iteration 53Q: 3 clusters Score -3653866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3653867.250000 Penalty: 5221.134277
	Iteration 54Q: 3 clusters Score -3653867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3653868.500000 Penalty: 5221.134277
	Iteration 55Q: 3 clusters Score -3653868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3653872.750000 Penalty: 5221.134277
	Iteration 56Q: 3 clusters Score -3653873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3653879.000000 Penalty: 5221.134277
	Iteration 57Q: 3 clusters Score -3653879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3653872.000000 Penalty: 5221.134277
	Iteration 58Q: 3 clusters Score -3653872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3653884.000000 Penalty: 5221.134277
	Iteration 59Q: 3 clusters Score -3653884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3653884.250000 Penalty: 5221.134277
	Iteration 60F: 3 clusters Score -3653884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3653892.250000 Penalty: 5221.134277
	Iteration 61Q: 3 clusters Score -3653892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3653893.500000 Penalty: 5221.134277
	Iteration 62Q: 3 clusters Score -3653894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3653890.250000 Penalty: 5221.134277
	Iteration 63Q: 3 clusters Score -3653890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3653895.500000 Penalty: 5221.134277
	Iteration 64Q: 3 clusters Score -3653896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3653898.250000 Penalty: 5221.134277
	Iteration 65Q: 3 clusters Score -3653898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3653904.250000 Penalty: 5221.134277
	Iteration 66Q: 3 clusters Score -3653904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3653900.750000 Penalty: 5221.134277
	Iteration 67Q: 3 clusters Score -3653901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3653905.750000 Penalty: 5221.134277
	Iteration 68Q: 3 clusters Score -3653906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3653913.000000 Penalty: 5221.134277
	Iteration 69Q: 3 clusters Score -3653913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3653921.750000 Penalty: 5221.134277
	Iteration 70Q: 3 clusters Score -3653922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3653927.250000 Penalty: 5221.134277
	Iteration 71Q: 3 clusters Score -3653927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3653927.000000 Penalty: 5221.134277
	Iteration 72Q: 3 clusters Score -3653927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3653928.250000 Penalty: 5221.134277
	Iteration 73Q: 3 clusters Score -3653928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3653938.000000 Penalty: 5221.134277
	Iteration 74Q: 3 clusters Score -3653938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3653932.750000 Penalty: 5221.134277
	Iteration 75Q: 3 clusters Score -3653933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3653940.250000 Penalty: 5221.134277
	Iteration 76Q: 3 clusters Score -3653940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3653938.000000 Penalty: 5221.134277
	Iteration 77Q: 3 clusters Score -3653938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3653936.250000 Penalty: 5221.134277
	Iteration 78Q: 3 clusters Score -3653936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3653934.250000 Penalty: 5221.134277
	Iteration 79Q: 3 clusters Score -3653934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3653936.500000 Penalty: 5221.134277
	Iteration 80F: 3 clusters Score -3653936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3653933.500000 Penalty: 5221.134277
	Iteration 81Q: 3 clusters Score -3653934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3653930.250000 Penalty: 5221.134277
	Iteration 82Q: 3 clusters Score -3653930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3653940.250000 Penalty: 5221.134277
	Iteration 83Q: 3 clusters Score -3653940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3653944.000000 Penalty: 5221.134277
	Iteration 84Q: 3 clusters Score -3653944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3653949.000000 Penalty: 5221.134277
	Iteration 85Q: 3 clusters Score -3653949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3653948.250000 Penalty: 5221.134277
	Iteration 86Q: 3 clusters Score -3653948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3653954.000000 Penalty: 5221.134277
	Iteration 87Q: 3 clusters Score -3653954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3653954.250000 Penalty: 5221.134277
	Iteration 88Q: 3 clusters Score -3653954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3653959.750000 Penalty: 5221.134277
	Iteration 89Q: 3 clusters Score -3653960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3653958.000000 Penalty: 5221.134277
	Iteration 90Q: 3 clusters Score -3653958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3653961.750000 Penalty: 5221.134277
	Iteration 91Q: 3 clusters Score -3653962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3653961.750000 Penalty: 5221.134277
	Iteration 92Q: 3 clusters Score -3653962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3653972.500000 Penalty: 5221.134277
	Iteration 93Q: 3 clusters Score -3653972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3653977.750000 Penalty: 5221.134277
	Iteration 94Q: 3 clusters Score -3653978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3653982.250000 Penalty: 5221.134277
	Iteration 95Q: 3 clusters Score -3653982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3653982.250000 Penalty: 5221.134277
	Iteration 96Q: 3 clusters Score -3653982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3653987.500000 Penalty: 5221.134277
	Iteration 97Q: 3 clusters Score -3653988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3653987.250000 Penalty: 5221.134277
	Iteration 98Q: 3 clusters Score -3653987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3653986.750000 Penalty: 5221.134277
	Iteration 99Q: 3 clusters Score -3653987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3653987.250000 Penalty: 5221.134277
	Iteration 100F: 3 clusters Score -3653987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -74318.25 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 426 members 
Entering Unmasked Estep 
Score: -72504.289062 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -72504.29 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72774.757812 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -72774.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72881.664062 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -72881.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72978.773438 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -72978.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73096.796875 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -73096.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73254.546875 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -73254.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73376.031250 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -73376.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73430.609375 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -73430.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -73486.265625 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -73486.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73516.210938 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -73516.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73542.218750 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -73542.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -73571.242188 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -73571.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -73605.179688 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -73605.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73646.976562 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -73646.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -73674.648438 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -73674.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -73695.531250 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -73695.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73713.218750 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -73713.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73740.234375 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -73740.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73742.820312 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -73742.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73742.820312 Penalty: 3338.584961
	Iteration 19F: 3 clusters Score -73742.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Entering Unmasked Estep 
Score: -1601757.625000 Penalty: 2397.433105
	Iteration 0F: 2 clusters Score -1601758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1590326.875000 Penalty: 4794.866211
	Iteration 0F: 3 clusters Score -1590327 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1593946.875000 Penalty: 4794.866211
	Iteration 1F: 3 clusters Score -1593947 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1594332.625000 Penalty: 4794.866211
	Iteration 2F: 3 clusters Score -1594333 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1594620.625000 Penalty: 4794.866211
	Iteration 3Q: 3 clusters Score -1594621 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1594892.250000 Penalty: 4794.866211
	Iteration 4Q: 3 clusters Score -1594892 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1595139.500000 Penalty: 4794.866211
	Iteration 5Q: 3 clusters Score -1595140 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1595404.500000 Penalty: 4794.866211
	Iteration 6Q: 3 clusters Score -1595404 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1595701.000000 Penalty: 4794.866211
	Iteration 7Q: 3 clusters Score -1595701 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1596062.875000 Penalty: 4794.866211
	Iteration 8Q: 3 clusters Score -1596063 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1596458.500000 Penalty: 4794.866211
	Iteration 9Q: 3 clusters Score -1596458 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1596933.750000 Penalty: 4794.866211
	Iteration 10Q: 3 clusters Score -1596934 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1597487.125000 Penalty: 4794.866211
	Iteration 11Q: 3 clusters Score -1597487 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1598009.125000 Penalty: 4794.866211
	Iteration 12Q: 3 clusters Score -1598009 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1598469.375000 Penalty: 4794.866211
	Iteration 13Q: 3 clusters Score -1598469 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1598845.750000 Penalty: 4794.866211
	Iteration 14Q: 3 clusters Score -1598846 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1599106.500000 Penalty: 4794.866211
	Iteration 15Q: 3 clusters Score -1599106 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1599293.250000 Penalty: 4794.866211
	Iteration 16Q: 3 clusters Score -1599293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1599413.875000 Penalty: 4794.866211
	Iteration 17Q: 3 clusters Score -1599414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1599481.375000 Penalty: 4794.866211
	Iteration 18Q: 3 clusters Score -1599481 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1599531.250000 Penalty: 4794.866211
	Iteration 19Q: 3 clusters Score -1599531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1599561.500000 Penalty: 4794.866211
	Iteration 20F: 3 clusters Score -1599562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1599594.250000 Penalty: 4794.866211
	Iteration 21Q: 3 clusters Score -1599594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1599611.125000 Penalty: 4794.866211
	Iteration 22Q: 3 clusters Score -1599611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1599618.625000 Penalty: 4794.866211
	Iteration 23Q: 3 clusters Score -1599619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1599621.875000 Penalty: 4794.866211
	Iteration 24Q: 3 clusters Score -1599622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1599628.500000 Penalty: 4794.866211
	Iteration 25Q: 3 clusters Score -1599628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1599640.125000 Penalty: 4794.866211
	Iteration 26Q: 3 clusters Score -1599640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1599642.625000 Penalty: 4794.866211
	Iteration 27Q: 3 clusters Score -1599643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1599643.000000 Penalty: 4794.866211
	Iteration 28Q: 3 clusters Score -1599643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1599646.625000 Penalty: 4794.866211
	Iteration 29Q: 3 clusters Score -1599647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1599645.750000 Penalty: 4794.866211
	Iteration 30Q: 3 clusters Score -1599646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1599648.875000 Penalty: 4794.866211
	Iteration 31Q: 3 clusters Score -1599649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1599650.125000 Penalty: 4794.866211
	Iteration 32Q: 3 clusters Score -1599650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1599653.500000 Penalty: 4794.866211
	Iteration 33Q: 3 clusters Score -1599654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1599660.875000 Penalty: 4794.866211
	Iteration 34Q: 3 clusters Score -1599661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1599666.750000 Penalty: 4794.866211
	Iteration 35Q: 3 clusters Score -1599667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1599673.250000 Penalty: 4794.866211
	Iteration 36Q: 3 clusters Score -1599673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1599674.875000 Penalty: 4794.866211
	Iteration 37Q: 3 clusters Score -1599675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1599676.000000 Penalty: 4794.866211
	Iteration 38Q: 3 clusters Score -1599676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1599677.750000 Penalty: 4794.866211
	Iteration 39Q: 3 clusters Score -1599678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1599680.750000 Penalty: 4794.866211
	Iteration 40F: 3 clusters Score -1599681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1599684.375000 Penalty: 4794.866211
	Iteration 41Q: 3 clusters Score -1599684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1599692.750000 Penalty: 4794.866211
	Iteration 42Q: 3 clusters Score -1599693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1599701.500000 Penalty: 4794.866211
	Iteration 43Q: 3 clusters Score -1599702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1599713.875000 Penalty: 4794.866211
	Iteration 44Q: 3 clusters Score -1599714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1599723.000000 Penalty: 4794.866211
	Iteration 45Q: 3 clusters Score -1599723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1599728.000000 Penalty: 4794.866211
	Iteration 46Q: 3 clusters Score -1599728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1599730.500000 Penalty: 4794.866211
	Iteration 47Q: 3 clusters Score -1599730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1599731.625000 Penalty: 4794.866211
	Iteration 48Q: 3 clusters Score -1599732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1599731.625000 Penalty: 4794.866211
	Iteration 49Q: 3 clusters Score -1599732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1599732.625000 Penalty: 4794.866211
	Iteration 50Q: 3 clusters Score -1599733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1599732.375000 Penalty: 4794.866211
	Iteration 51Q: 3 clusters Score -1599732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1599733.750000 Penalty: 4794.866211
	Iteration 52Q: 3 clusters Score -1599734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1599734.875000 Penalty: 4794.866211
	Iteration 53Q: 3 clusters Score -1599735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1599734.875000 Penalty: 4794.866211
	Iteration 54F: 3 clusters Score -1599735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Entering Unmasked Estep 
Score: -1085320.750000 Penalty: 2303.572021
	Iteration 0F: 2 clusters Score -1085321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1077097.750000 Penalty: 4607.144043
	Iteration 0F: 3 clusters Score -1077098 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1079345.250000 Penalty: 4607.144043
	Iteration 1F: 3 clusters Score -1079345 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1079651.375000 Penalty: 4607.144043
	Iteration 2F: 3 clusters Score -1079651 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1079929.250000 Penalty: 4607.144043
	Iteration 3F: 3 clusters Score -1079929 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1080176.750000 Penalty: 4607.144043
	Iteration 4Q: 3 clusters Score -1080177 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1080439.750000 Penalty: 4607.144043
	Iteration 5Q: 3 clusters Score -1080440 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1080756.000000 Penalty: 4607.144043
	Iteration 6Q: 3 clusters Score -1080756 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1081131.125000 Penalty: 4607.144043
	Iteration 7F: 3 clusters Score -1081131 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1081539.375000 Penalty: 4607.144043
	Iteration 8F: 3 clusters Score -1081539 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1081917.000000 Penalty: 4607.144043
	Iteration 9Q: 3 clusters Score -1081917 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1082243.500000 Penalty: 4607.144043
	Iteration 10Q: 3 clusters Score -1082244 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1082515.375000 Penalty: 4607.144043
	Iteration 11Q: 3 clusters Score -1082515 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1082749.875000 Penalty: 4607.144043
	Iteration 12Q: 3 clusters Score -1082750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1082921.750000 Penalty: 4607.144043
	Iteration 13Q: 3 clusters Score -1082922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1083040.375000 Penalty: 4607.144043
	Iteration 14Q: 3 clusters Score -1083040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1083115.875000 Penalty: 4607.144043
	Iteration 15Q: 3 clusters Score -1083116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1083152.250000 Penalty: 4607.144043
	Iteration 16Q: 3 clusters Score -1083152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1083178.750000 Penalty: 4607.144043
	Iteration 17Q: 3 clusters Score -1083179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1083210.875000 Penalty: 4607.144043
	Iteration 18Q: 3 clusters Score -1083211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1083230.000000 Penalty: 4607.144043
	Iteration 19Q: 3 clusters Score -1083230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1083247.875000 Penalty: 4607.144043
	Iteration 20F: 3 clusters Score -1083248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1083264.750000 Penalty: 4607.144043
	Iteration 21Q: 3 clusters Score -1083265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1083285.750000 Penalty: 4607.144043
	Iteration 22Q: 3 clusters Score -1083286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1083302.375000 Penalty: 4607.144043
	Iteration 23Q: 3 clusters Score -1083302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1083311.750000 Penalty: 4607.144043
	Iteration 24Q: 3 clusters Score -1083312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1083315.250000 Penalty: 4607.144043
	Iteration 25Q: 3 clusters Score -1083315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1083323.750000 Penalty: 4607.144043
	Iteration 26Q: 3 clusters Score -1083324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1083325.250000 Penalty: 4607.144043
	Iteration 27Q: 3 clusters Score -1083325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1083326.375000 Penalty: 4607.144043
	Iteration 28Q: 3 clusters Score -1083326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1083328.375000 Penalty: 4607.144043
	Iteration 29Q: 3 clusters Score -1083328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1083329.375000 Penalty: 4607.144043
	Iteration 30Q: 3 clusters Score -1083329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1083329.375000 Penalty: 4607.144043
	Iteration 31F: 3 clusters Score -1083329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Entering Unmasked Estep 
Score: -1572837.000000 Penalty: 2425.697266
	Iteration 0F: 2 clusters Score -1572837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1560299.750000 Penalty: 4851.394531
	Iteration 0F: 3 clusters Score -1560300 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1564699.625000 Penalty: 4851.394531
	Iteration 1F: 3 clusters Score -1564700 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1565322.875000 Penalty: 4851.394531
	Iteration 2F: 3 clusters Score -1565323 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1565897.250000 Penalty: 4851.394531
	Iteration 3F: 3 clusters Score -1565897 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1566510.625000 Penalty: 4851.394531
	Iteration 4F: 3 clusters Score -1566511 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1567236.375000 Penalty: 4851.394531
	Iteration 5F: 3 clusters Score -1567236 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1567988.000000 Penalty: 4851.394531
	Iteration 6F: 3 clusters Score -1567988 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1568729.500000 Penalty: 4851.394531
	Iteration 7F: 3 clusters Score -1568730 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1569432.000000 Penalty: 4851.394531
	Iteration 8F: 3 clusters Score -1569432 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1570029.250000 Penalty: 4851.394531
	Iteration 9Q: 3 clusters Score -1570029 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1570459.750000 Penalty: 4851.394531
	Iteration 10Q: 3 clusters Score -1570460 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1570761.125000 Penalty: 4851.394531
	Iteration 11Q: 3 clusters Score -1570761 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1570953.750000 Penalty: 4851.394531
	Iteration 12Q: 3 clusters Score -1570954 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1571082.500000 Penalty: 4851.394531
	Iteration 13Q: 3 clusters Score -1571082 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1571177.125000 Penalty: 4851.394531
	Iteration 14Q: 3 clusters Score -1571177 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1571255.750000 Penalty: 4851.394531
	Iteration 15Q: 3 clusters Score -1571256 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1571317.375000 Penalty: 4851.394531
	Iteration 16Q: 3 clusters Score -1571317 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1571363.250000 Penalty: 4851.394531
	Iteration 17Q: 3 clusters Score -1571363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1571401.750000 Penalty: 4851.394531
	Iteration 18Q: 3 clusters Score -1571402 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1571437.375000 Penalty: 4851.394531
	Iteration 19Q: 3 clusters Score -1571437 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1571467.875000 Penalty: 4851.394531
	Iteration 20F: 3 clusters Score -1571468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1571497.750000 Penalty: 4851.394531
	Iteration 21Q: 3 clusters Score -1571498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1571520.000000 Penalty: 4851.394531
	Iteration 22Q: 3 clusters Score -1571520 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1571545.000000 Penalty: 4851.394531
	Iteration 23Q: 3 clusters Score -1571545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1571564.500000 Penalty: 4851.394531
	Iteration 24Q: 3 clusters Score -1571564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1571572.125000 Penalty: 4851.394531
	Iteration 25Q: 3 clusters Score -1571572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1571591.375000 Penalty: 4851.394531
	Iteration 26Q: 3 clusters Score -1571591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1571593.375000 Penalty: 4851.394531
	Iteration 27Q: 3 clusters Score -1571593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1571602.125000 Penalty: 4851.394531
	Iteration 28Q: 3 clusters Score -1571602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1571609.750000 Penalty: 4851.394531
	Iteration 29Q: 3 clusters Score -1571610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1571618.000000 Penalty: 4851.394531
	Iteration 30Q: 3 clusters Score -1571618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1571625.000000 Penalty: 4851.394531
	Iteration 31Q: 3 clusters Score -1571625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1571636.875000 Penalty: 4851.394531
	Iteration 32Q: 3 clusters Score -1571637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1571648.000000 Penalty: 4851.394531
	Iteration 33Q: 3 clusters Score -1571648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1571658.125000 Penalty: 4851.394531
	Iteration 34Q: 3 clusters Score -1571658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1571665.875000 Penalty: 4851.394531
	Iteration 35Q: 3 clusters Score -1571666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1571664.500000 Penalty: 4851.394531
	Iteration 36Q: 3 clusters Score -1571664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1571671.125000 Penalty: 4851.394531
	Iteration 37Q: 3 clusters Score -1571671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1571684.875000 Penalty: 4851.394531
	Iteration 38Q: 3 clusters Score -1571685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1571691.750000 Penalty: 4851.394531
	Iteration 39Q: 3 clusters Score -1571692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1571695.375000 Penalty: 4851.394531
	Iteration 40F: 3 clusters Score -1571695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1571703.125000 Penalty: 4851.394531
	Iteration 41Q: 3 clusters Score -1571703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1571709.250000 Penalty: 4851.394531
	Iteration 42Q: 3 clusters Score -1571709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1571711.500000 Penalty: 4851.394531
	Iteration 43Q: 3 clusters Score -1571712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1571714.750000 Penalty: 4851.394531
	Iteration 44Q: 3 clusters Score -1571715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1571717.875000 Penalty: 4851.394531
	Iteration 45Q: 3 clusters Score -1571718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1571721.250000 Penalty: 4851.394531
	Iteration 46Q: 3 clusters Score -1571721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1571728.250000 Penalty: 4851.394531
	Iteration 47Q: 3 clusters Score -1571728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1571731.750000 Penalty: 4851.394531
	Iteration 48Q: 3 clusters Score -1571732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1571729.750000 Penalty: 4851.394531
	Iteration 49Q: 3 clusters Score -1571730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1571738.375000 Penalty: 4851.394531
	Iteration 50Q: 3 clusters Score -1571738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1571740.000000 Penalty: 4851.394531
	Iteration 51Q: 3 clusters Score -1571740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1571739.000000 Penalty: 4851.394531
	Iteration 52Q: 3 clusters Score -1571739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1571744.375000 Penalty: 4851.394531
	Iteration 53Q: 3 clusters Score -1571744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1571745.750000 Penalty: 4851.394531
	Iteration 54Q: 3 clusters Score -1571746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1571747.375000 Penalty: 4851.394531
	Iteration 55Q: 3 clusters Score -1571747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1571753.750000 Penalty: 4851.394531
	Iteration 56Q: 3 clusters Score -1571754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1571752.000000 Penalty: 4851.394531
	Iteration 57Q: 3 clusters Score -1571752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1571754.875000 Penalty: 4851.394531
	Iteration 58Q: 3 clusters Score -1571755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1571758.250000 Penalty: 4851.394531
	Iteration 59Q: 3 clusters Score -1571758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1571760.375000 Penalty: 4851.394531
	Iteration 60F: 3 clusters Score -1571760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1571757.250000 Penalty: 4851.394531
	Iteration 61Q: 3 clusters Score -1571757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1571755.000000 Penalty: 4851.394531
	Iteration 62Q: 3 clusters Score -1571755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1571757.125000 Penalty: 4851.394531
	Iteration 63Q: 3 clusters Score -1571757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1571758.500000 Penalty: 4851.394531
	Iteration 64Q: 3 clusters Score -1571758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1571760.250000 Penalty: 4851.394531
	Iteration 65Q: 3 clusters Score -1571760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1571758.875000 Penalty: 4851.394531
	Iteration 66Q: 3 clusters Score -1571759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1571760.375000 Penalty: 4851.394531
	Iteration 67Q: 3 clusters Score -1571760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1571760.875000 Penalty: 4851.394531
	Iteration 68Q: 3 clusters Score -1571761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1571765.625000 Penalty: 4851.394531
	Iteration 69Q: 3 clusters Score -1571766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1571762.000000 Penalty: 4851.394531
	Iteration 70Q: 3 clusters Score -1571762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1571762.875000 Penalty: 4851.394531
	Iteration 71Q: 3 clusters Score -1571763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1571766.125000 Penalty: 4851.394531
	Iteration 72Q: 3 clusters Score -1571766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1571768.750000 Penalty: 4851.394531
	Iteration 73Q: 3 clusters Score -1571769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1571773.250000 Penalty: 4851.394531
	Iteration 74Q: 3 clusters Score -1571773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1571773.125000 Penalty: 4851.394531
	Iteration 75Q: 3 clusters Score -1571773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1571775.750000 Penalty: 4851.394531
	Iteration 76Q: 3 clusters Score -1571776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1571780.625000 Penalty: 4851.394531
	Iteration 77Q: 3 clusters Score -1571781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1571783.250000 Penalty: 4851.394531
	Iteration 78Q: 3 clusters Score -1571783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1571782.375000 Penalty: 4851.394531
	Iteration 79Q: 3 clusters Score -1571782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1571782.250000 Penalty: 4851.394531
	Iteration 80F: 3 clusters Score -1571782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1571779.125000 Penalty: 4851.394531
	Iteration 81Q: 3 clusters Score -1571779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1571780.375000 Penalty: 4851.394531
	Iteration 82Q: 3 clusters Score -1571780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1571783.250000 Penalty: 4851.394531
	Iteration 83Q: 3 clusters Score -1571783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1571785.750000 Penalty: 4851.394531
	Iteration 84Q: 3 clusters Score -1571786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1571789.750000 Penalty: 4851.394531
	Iteration 85Q: 3 clusters Score -1571790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1571789.000000 Penalty: 4851.394531
	Iteration 86Q: 3 clusters Score -1571789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1571793.000000 Penalty: 4851.394531
	Iteration 87Q: 3 clusters Score -1571793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1571799.125000 Penalty: 4851.394531
	Iteration 88Q: 3 clusters Score -1571799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1571797.125000 Penalty: 4851.394531
	Iteration 89Q: 3 clusters Score -1571797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1571800.750000 Penalty: 4851.394531
	Iteration 90Q: 3 clusters Score -1571801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1571802.625000 Penalty: 4851.394531
	Iteration 91Q: 3 clusters Score -1571803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1571800.500000 Penalty: 4851.394531
	Iteration 92Q: 3 clusters Score -1571800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1571806.000000 Penalty: 4851.394531
	Iteration 93Q: 3 clusters Score -1571806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1571805.125000 Penalty: 4851.394531
	Iteration 94Q: 3 clusters Score -1571805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1571803.875000 Penalty: 4851.394531
	Iteration 95Q: 3 clusters Score -1571804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1571805.375000 Penalty: 4851.394531
	Iteration 96Q: 3 clusters Score -1571805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1571807.500000 Penalty: 4851.394531
	Iteration 97Q: 3 clusters Score -1571808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1571806.750000 Penalty: 4851.394531
	Iteration 98Q: 3 clusters Score -1571807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1571806.750000 Penalty: 4851.394531
	Iteration 99Q: 3 clusters Score -1571807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1571806.125000 Penalty: 4851.394531
	Iteration 100F: 3 clusters Score -1571806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1571806.500000 Penalty: 4851.394531
	Iteration 101Q: 3 clusters Score -1571806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1571807.250000 Penalty: 4851.394531
	Iteration 102Q: 3 clusters Score -1571807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1571809.000000 Penalty: 4851.394531
	Iteration 103Q: 3 clusters Score -1571809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1571812.750000 Penalty: 4851.394531
	Iteration 104Q: 3 clusters Score -1571813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1571810.000000 Penalty: 4851.394531
	Iteration 105Q: 3 clusters Score -1571810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1571811.125000 Penalty: 4851.394531
	Iteration 106Q: 3 clusters Score -1571811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1571808.375000 Penalty: 4851.394531
	Iteration 107Q: 3 clusters Score -1571808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1571812.375000 Penalty: 4851.394531
	Iteration 108Q: 3 clusters Score -1571812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1571807.625000 Penalty: 4851.394531
	Iteration 109Q: 3 clusters Score -1571808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1571808.625000 Penalty: 4851.394531
	Iteration 110Q: 3 clusters Score -1571809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1571813.125000 Penalty: 4851.394531
	Iteration 111Q: 3 clusters Score -1571813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1571811.875000 Penalty: 4851.394531
	Iteration 112Q: 3 clusters Score -1571812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1571811.625000 Penalty: 4851.394531
	Iteration 113Q: 3 clusters Score -1571812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1571810.125000 Penalty: 4851.394531
	Iteration 114Q: 3 clusters Score -1571810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1571812.000000 Penalty: 4851.394531
	Iteration 115Q: 3 clusters Score -1571812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1571812.375000 Penalty: 4851.394531
	Iteration 116Q: 3 clusters Score -1571812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1571812.250000 Penalty: 4851.394531
	Iteration 117Q: 3 clusters Score -1571812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1571812.125000 Penalty: 4851.394531
	Iteration 118Q: 3 clusters Score -1571812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1571812.625000 Penalty: 4851.394531
	Iteration 119Q: 3 clusters Score -1571813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1571813.125000 Penalty: 4851.394531
	Iteration 120F: 3 clusters Score -1571813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1571813.250000 Penalty: 4851.394531
	Iteration 121Q: 3 clusters Score -1571813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1571813.250000 Penalty: 4851.394531
	Iteration 122F: 3 clusters Score -1571813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -463748.281250 Penalty: 2129.968506
	Iteration 0F: 2 clusters Score -463748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -459029.593750 Penalty: 4259.937012
	Iteration 0F: 3 clusters Score -459029.6 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -460341.812500 Penalty: 4259.937012
	Iteration 1F: 3 clusters Score -460341.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -460706.156250 Penalty: 4259.937012
	Iteration 2F: 3 clusters Score -460706.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -461012.781250 Penalty: 4259.937012
	Iteration 3F: 3 clusters Score -461012.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -461279.593750 Penalty: 4259.937012
	Iteration 4F: 3 clusters Score -461279.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -461500.937500 Penalty: 4259.937012
	Iteration 5Q: 3 clusters Score -461500.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -461683.031250 Penalty: 4259.937012
	Iteration 6Q: 3 clusters Score -461683 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -461810.437500 Penalty: 4259.937012
	Iteration 7Q: 3 clusters Score -461810.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -461905.718750 Penalty: 4259.937012
	Iteration 8Q: 3 clusters Score -461905.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -461974.843750 Penalty: 4259.937012
	Iteration 9Q: 3 clusters Score -461974.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -462041.968750 Penalty: 4259.937012
	Iteration 10Q: 3 clusters Score -462042 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -462095.312500 Penalty: 4259.937012
	Iteration 11Q: 3 clusters Score -462095.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -462134.437500 Penalty: 4259.937012
	Iteration 12Q: 3 clusters Score -462134.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -462163.812500 Penalty: 4259.937012
	Iteration 13Q: 3 clusters Score -462163.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -462189.312500 Penalty: 4259.937012
	Iteration 14Q: 3 clusters Score -462189.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -462208.906250 Penalty: 4259.937012
	Iteration 15Q: 3 clusters Score -462208.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -462230.562500 Penalty: 4259.937012
	Iteration 16Q: 3 clusters Score -462230.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -462246.468750 Penalty: 4259.937012
	Iteration 17Q: 3 clusters Score -462246.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -462267.937500 Penalty: 4259.937012
	Iteration 18Q: 3 clusters Score -462267.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -462291.250000 Penalty: 4259.937012
	Iteration 19Q: 3 clusters Score -462291.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -462309.062500 Penalty: 4259.937012
	Iteration 20F: 3 clusters Score -462309.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -462329.500000 Penalty: 4259.937012
	Iteration 21Q: 3 clusters Score -462329.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -462344.031250 Penalty: 4259.937012
	Iteration 22Q: 3 clusters Score -462344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -462359.656250 Penalty: 4259.937012
	Iteration 23Q: 3 clusters Score -462359.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -462376.125000 Penalty: 4259.937012
	Iteration 24Q: 3 clusters Score -462376.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -462388.375000 Penalty: 4259.937012
	Iteration 25Q: 3 clusters Score -462388.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -462402.093750 Penalty: 4259.937012
	Iteration 26Q: 3 clusters Score -462402.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -462413.343750 Penalty: 4259.937012
	Iteration 27Q: 3 clusters Score -462413.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -462422.687500 Penalty: 4259.937012
	Iteration 28Q: 3 clusters Score -462422.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -462433.781250 Penalty: 4259.937012
	Iteration 29Q: 3 clusters Score -462433.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -462442.062500 Penalty: 4259.937012
	Iteration 30Q: 3 clusters Score -462442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -462447.187500 Penalty: 4259.937012
	Iteration 31Q: 3 clusters Score -462447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -462452.562500 Penalty: 4259.937012
	Iteration 32Q: 3 clusters Score -462452.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -462460.031250 Penalty: 4259.937012
	Iteration 33Q: 3 clusters Score -462460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -462462.718750 Penalty: 4259.937012
	Iteration 34Q: 3 clusters Score -462462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -462466.843750 Penalty: 4259.937012
	Iteration 35Q: 3 clusters Score -462466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -462471.468750 Penalty: 4259.937012
	Iteration 36Q: 3 clusters Score -462471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -462473.531250 Penalty: 4259.937012
	Iteration 37Q: 3 clusters Score -462473.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -462478.625000 Penalty: 4259.937012
	Iteration 38Q: 3 clusters Score -462478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -462481.187500 Penalty: 4259.937012
	Iteration 39Q: 3 clusters Score -462481.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -462484.625000 Penalty: 4259.937012
	Iteration 40F: 3 clusters Score -462484.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -462486.468750 Penalty: 4259.937012
	Iteration 41Q: 3 clusters Score -462486.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -462490.218750 Penalty: 4259.937012
	Iteration 42Q: 3 clusters Score -462490.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -462494.875000 Penalty: 4259.937012
	Iteration 43Q: 3 clusters Score -462494.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -462504.187500 Penalty: 4259.937012
	Iteration 44Q: 3 clusters Score -462504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -462512.843750 Penalty: 4259.937012
	Iteration 45Q: 3 clusters Score -462512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -462521.750000 Penalty: 4259.937012
	Iteration 46Q: 3 clusters Score -462521.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -462532.187500 Penalty: 4259.937012
	Iteration 47Q: 3 clusters Score -462532.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -462545.843750 Penalty: 4259.937012
	Iteration 48Q: 3 clusters Score -462545.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -462564.281250 Penalty: 4259.937012
	Iteration 49Q: 3 clusters Score -462564.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -462581.125000 Penalty: 4259.937012
	Iteration 50Q: 3 clusters Score -462581.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -462596.906250 Penalty: 4259.937012
	Iteration 51Q: 3 clusters Score -462596.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -462614.031250 Penalty: 4259.937012
	Iteration 52Q: 3 clusters Score -462614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -462629.250000 Penalty: 4259.937012
	Iteration 53Q: 3 clusters Score -462629.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -462643.218750 Penalty: 4259.937012
	Iteration 54Q: 3 clusters Score -462643.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -462659.562500 Penalty: 4259.937012
	Iteration 55Q: 3 clusters Score -462659.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -462684.468750 Penalty: 4259.937012
	Iteration 56Q: 3 clusters Score -462684.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -462711.937500 Penalty: 4259.937012
	Iteration 57Q: 3 clusters Score -462711.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -462739.218750 Penalty: 4259.937012
	Iteration 58Q: 3 clusters Score -462739.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -462771.968750 Penalty: 4259.937012
	Iteration 59Q: 3 clusters Score -462772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -462808.781250 Penalty: 4259.937012
	Iteration 60F: 3 clusters Score -462808.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -462852.937500 Penalty: 4259.937012
	Iteration 61Q: 3 clusters Score -462852.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -462906.218750 Penalty: 4259.937012
	Iteration 62Q: 3 clusters Score -462906.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -462962.531250 Penalty: 4259.937012
	Iteration 63Q: 3 clusters Score -462962.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -463006.718750 Penalty: 4259.937012
	Iteration 64Q: 3 clusters Score -463006.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -463046.250000 Penalty: 4259.937012
	Iteration 65Q: 3 clusters Score -463046.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -463074.187500 Penalty: 4259.937012
	Iteration 66Q: 3 clusters Score -463074.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -463103.250000 Penalty: 4259.937012
	Iteration 67Q: 3 clusters Score -463103.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -463126.562500 Penalty: 4259.937012
	Iteration 68Q: 3 clusters Score -463126.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -463143.812500 Penalty: 4259.937012
	Iteration 69Q: 3 clusters Score -463143.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -463159.781250 Penalty: 4259.937012
	Iteration 70Q: 3 clusters Score -463159.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -463174.500000 Penalty: 4259.937012
	Iteration 71Q: 3 clusters Score -463174.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -463188.968750 Penalty: 4259.937012
	Iteration 72Q: 3 clusters Score -463189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -463198.375000 Penalty: 4259.937012
	Iteration 73Q: 3 clusters Score -463198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -463206.375000 Penalty: 4259.937012
	Iteration 74Q: 3 clusters Score -463206.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -463210.031250 Penalty: 4259.937012
	Iteration 75Q: 3 clusters Score -463210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -463212.937500 Penalty: 4259.937012
	Iteration 76Q: 3 clusters Score -463212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -463212.781250 Penalty: 4259.937012
	Iteration 77Q: 3 clusters Score -463212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -463212.906250 Penalty: 4259.937012
	Iteration 78Q: 3 clusters Score -463212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -463212.906250 Penalty: 4259.937012
	Iteration 79F: 3 clusters Score -463212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Entering Unmasked Estep 
Score: -734297.750000 Penalty: 2234.918213
	Iteration 0F: 2 clusters Score -734297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -727834.375000 Penalty: 4469.836426
	Iteration 0F: 3 clusters Score -727834.4 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -729691.250000 Penalty: 4469.836426
	Iteration 1F: 3 clusters Score -729691.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -730068.750000 Penalty: 4469.836426
	Iteration 2F: 3 clusters Score -730068.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -730348.375000 Penalty: 4469.836426
	Iteration 3F: 3 clusters Score -730348.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -730583.250000 Penalty: 4469.836426
	Iteration 4Q: 3 clusters Score -730583.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -730817.375000 Penalty: 4469.836426
	Iteration 5Q: 3 clusters Score -730817.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -731071.687500 Penalty: 4469.836426
	Iteration 6Q: 3 clusters Score -731071.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -731327.812500 Penalty: 4469.836426
	Iteration 7Q: 3 clusters Score -731327.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -731553.437500 Penalty: 4469.836426
	Iteration 8Q: 3 clusters Score -731553.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -731754.812500 Penalty: 4469.836426
	Iteration 9Q: 3 clusters Score -731754.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -731940.312500 Penalty: 4469.836426
	Iteration 10Q: 3 clusters Score -731940.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -732094.312500 Penalty: 4469.836426
	Iteration 11Q: 3 clusters Score -732094.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -732212.562500 Penalty: 4469.836426
	Iteration 12Q: 3 clusters Score -732212.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -732303.500000 Penalty: 4469.836426
	Iteration 13Q: 3 clusters Score -732303.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -732374.750000 Penalty: 4469.836426
	Iteration 14Q: 3 clusters Score -732374.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -732435.812500 Penalty: 4469.836426
	Iteration 15Q: 3 clusters Score -732435.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -732493.687500 Penalty: 4469.836426
	Iteration 16Q: 3 clusters Score -732493.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -732544.062500 Penalty: 4469.836426
	Iteration 17Q: 3 clusters Score -732544.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -732579.875000 Penalty: 4469.836426
	Iteration 18Q: 3 clusters Score -732579.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -732615.750000 Penalty: 4469.836426
	Iteration 19Q: 3 clusters Score -732615.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -732655.062500 Penalty: 4469.836426
	Iteration 20F: 3 clusters Score -732655.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -732704.437500 Penalty: 4469.836426
	Iteration 21Q: 3 clusters Score -732704.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -732750.500000 Penalty: 4469.836426
	Iteration 22Q: 3 clusters Score -732750.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -732778.625000 Penalty: 4469.836426
	Iteration 23Q: 3 clusters Score -732778.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -732812.437500 Penalty: 4469.836426
	Iteration 24Q: 3 clusters Score -732812.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -732856.625000 Penalty: 4469.836426
	Iteration 25Q: 3 clusters Score -732856.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -732884.062500 Penalty: 4469.836426
	Iteration 26Q: 3 clusters Score -732884.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -732905.312500 Penalty: 4469.836426
	Iteration 27Q: 3 clusters Score -732905.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -732925.437500 Penalty: 4469.836426
	Iteration 28Q: 3 clusters Score -732925.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -732948.687500 Penalty: 4469.836426
	Iteration 29Q: 3 clusters Score -732948.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -732971.000000 Penalty: 4469.836426
	Iteration 30Q: 3 clusters Score -732971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -732982.000000 Penalty: 4469.836426
	Iteration 31Q: 3 clusters Score -732982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -732999.750000 Penalty: 4469.836426
	Iteration 32Q: 3 clusters Score -732999.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -733014.000000 Penalty: 4469.836426
	Iteration 33Q: 3 clusters Score -733014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -733037.250000 Penalty: 4469.836426
	Iteration 34Q: 3 clusters Score -733037.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -733058.687500 Penalty: 4469.836426
	Iteration 35Q: 3 clusters Score -733058.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -733079.812500 Penalty: 4469.836426
	Iteration 36Q: 3 clusters Score -733079.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -733100.000000 Penalty: 4469.836426
	Iteration 37Q: 3 clusters Score -733100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -733114.125000 Penalty: 4469.836426
	Iteration 38Q: 3 clusters Score -733114.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -733121.625000 Penalty: 4469.836426
	Iteration 39Q: 3 clusters Score -733121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -733132.000000 Penalty: 4469.836426
	Iteration 40F: 3 clusters Score -733132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -733138.500000 Penalty: 4469.836426
	Iteration 41Q: 3 clusters Score -733138.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -733147.375000 Penalty: 4469.836426
	Iteration 42Q: 3 clusters Score -733147.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -733156.687500 Penalty: 4469.836426
	Iteration 43Q: 3 clusters Score -733156.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -733166.125000 Penalty: 4469.836426
	Iteration 44Q: 3 clusters Score -733166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -733166.812500 Penalty: 4469.836426
	Iteration 45Q: 3 clusters Score -733166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -733173.000000 Penalty: 4469.836426
	Iteration 46Q: 3 clusters Score -733173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -733174.437500 Penalty: 4469.836426
	Iteration 47Q: 3 clusters Score -733174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -733184.062500 Penalty: 4469.836426
	Iteration 48Q: 3 clusters Score -733184.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -733190.000000 Penalty: 4469.836426
	Iteration 49Q: 3 clusters Score -733190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -733197.187500 Penalty: 4469.836426
	Iteration 50Q: 3 clusters Score -733197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -733200.625000 Penalty: 4469.836426
	Iteration 51Q: 3 clusters Score -733200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -733206.937500 Penalty: 4469.836426
	Iteration 52Q: 3 clusters Score -733206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -733209.875000 Penalty: 4469.836426
	Iteration 53Q: 3 clusters Score -733209.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -733212.250000 Penalty: 4469.836426
	Iteration 54Q: 3 clusters Score -733212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -733212.312500 Penalty: 4469.836426
	Iteration 55Q: 3 clusters Score -733212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -733214.187500 Penalty: 4469.836426
	Iteration 56Q: 3 clusters Score -733214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -733214.750000 Penalty: 4469.836426
	Iteration 57Q: 3 clusters Score -733214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -733213.562500 Penalty: 4469.836426
	Iteration 58Q: 3 clusters Score -733213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -733213.562500 Penalty: 4469.836426
	Iteration 59F: 3 clusters Score -733213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Entering Unmasked Estep 
Score: -2603903.250000 Penalty: 2530.968018
	Iteration 0F: 2 clusters Score -2603903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2585338.750000 Penalty: 5061.936035
	Iteration 0F: 3 clusters Score -2585339 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2591973.250000 Penalty: 5061.936035
	Iteration 1F: 3 clusters Score -2591973 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2592563.500000 Penalty: 5061.936035
	Iteration 2F: 3 clusters Score -2592564 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2593111.500000 Penalty: 5061.936035
	Iteration 3Q: 3 clusters Score -2593112 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2593755.750000 Penalty: 5061.936035
	Iteration 4Q: 3 clusters Score -2593756 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2594492.750000 Penalty: 5061.936035
	Iteration 5Q: 3 clusters Score -2594493 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2595564.500000 Penalty: 5061.936035
	Iteration 6F: 3 clusters Score -2595564 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2597063.750000 Penalty: 5061.936035
	Iteration 7F: 3 clusters Score -2597064 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2598912.500000 Penalty: 5061.936035
	Iteration 8F: 3 clusters Score -2598912 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2600601.500000 Penalty: 5061.936035
	Iteration 9F: 3 clusters Score -2600602 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2601679.250000 Penalty: 5061.936035
	Iteration 10Q: 3 clusters Score -2601679 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2602337.000000 Penalty: 5061.936035
	Iteration 11Q: 3 clusters Score -2602337 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2602674.750000 Penalty: 5061.936035
	Iteration 12Q: 3 clusters Score -2602675 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2602888.000000 Penalty: 5061.936035
	Iteration 13Q: 3 clusters Score -2602888 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2603060.250000 Penalty: 5061.936035
	Iteration 14Q: 3 clusters Score -2603060 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2603213.500000 Penalty: 5061.936035
	Iteration 15Q: 3 clusters Score -2603214 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2603330.000000 Penalty: 5061.936035
	Iteration 16Q: 3 clusters Score -2603330 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2603446.000000 Penalty: 5061.936035
	Iteration 17Q: 3 clusters Score -2603446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2603532.000000 Penalty: 5061.936035
	Iteration 18Q: 3 clusters Score -2603532 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2603601.250000 Penalty: 5061.936035
	Iteration 19Q: 3 clusters Score -2603601 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2603670.000000 Penalty: 5061.936035
	Iteration 20F: 3 clusters Score -2603670 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2603726.500000 Penalty: 5061.936035
	Iteration 21Q: 3 clusters Score -2603726 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2603775.250000 Penalty: 5061.936035
	Iteration 22Q: 3 clusters Score -2603775 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2603832.500000 Penalty: 5061.936035
	Iteration 23Q: 3 clusters Score -2603832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2603879.250000 Penalty: 5061.936035
	Iteration 24Q: 3 clusters Score -2603879 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2603937.000000 Penalty: 5061.936035
	Iteration 25Q: 3 clusters Score -2603937 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2603966.000000 Penalty: 5061.936035
	Iteration 26Q: 3 clusters Score -2603966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2603994.500000 Penalty: 5061.936035
	Iteration 27Q: 3 clusters Score -2603994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2604011.750000 Penalty: 5061.936035
	Iteration 28Q: 3 clusters Score -2604012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2604042.250000 Penalty: 5061.936035
	Iteration 29Q: 3 clusters Score -2604042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2604077.250000 Penalty: 5061.936035
	Iteration 30Q: 3 clusters Score -2604077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2604106.500000 Penalty: 5061.936035
	Iteration 31Q: 3 clusters Score -2604106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2604127.750000 Penalty: 5061.936035
	Iteration 32Q: 3 clusters Score -2604128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2604145.000000 Penalty: 5061.936035
	Iteration 33Q: 3 clusters Score -2604145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2604165.000000 Penalty: 5061.936035
	Iteration 34Q: 3 clusters Score -2604165 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2604179.500000 Penalty: 5061.936035
	Iteration 35Q: 3 clusters Score -2604180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2604209.250000 Penalty: 5061.936035
	Iteration 36Q: 3 clusters Score -2604209 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2604221.000000 Penalty: 5061.936035
	Iteration 37Q: 3 clusters Score -2604221 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2604232.750000 Penalty: 5061.936035
	Iteration 38Q: 3 clusters Score -2604233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2604239.750000 Penalty: 5061.936035
	Iteration 39Q: 3 clusters Score -2604240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2604254.000000 Penalty: 5061.936035
	Iteration 40F: 3 clusters Score -2604254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2604266.750000 Penalty: 5061.936035
	Iteration 41Q: 3 clusters Score -2604267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2604269.500000 Penalty: 5061.936035
	Iteration 42Q: 3 clusters Score -2604270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2604290.000000 Penalty: 5061.936035
	Iteration 43Q: 3 clusters Score -2604290 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2604310.750000 Penalty: 5061.936035
	Iteration 44Q: 3 clusters Score -2604311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2604323.250000 Penalty: 5061.936035
	Iteration 45Q: 3 clusters Score -2604323 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2604360.500000 Penalty: 5061.936035
	Iteration 46Q: 3 clusters Score -2604360 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2604392.000000 Penalty: 5061.936035
	Iteration 47Q: 3 clusters Score -2604392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2604424.250000 Penalty: 5061.936035
	Iteration 48Q: 3 clusters Score -2604424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2604449.000000 Penalty: 5061.936035
	Iteration 49Q: 3 clusters Score -2604449 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2604465.000000 Penalty: 5061.936035
	Iteration 50Q: 3 clusters Score -2604465 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2604485.250000 Penalty: 5061.936035
	Iteration 51Q: 3 clusters Score -2604485 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2604502.750000 Penalty: 5061.936035
	Iteration 52Q: 3 clusters Score -2604503 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2604539.500000 Penalty: 5061.936035
	Iteration 53Q: 3 clusters Score -2604540 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2604581.750000 Penalty: 5061.936035
	Iteration 54Q: 3 clusters Score -2604582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2604597.250000 Penalty: 5061.936035
	Iteration 55Q: 3 clusters Score -2604597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2604617.750000 Penalty: 5061.936035
	Iteration 56Q: 3 clusters Score -2604618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2604636.000000 Penalty: 5061.936035
	Iteration 57Q: 3 clusters Score -2604636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2604669.250000 Penalty: 5061.936035
	Iteration 58Q: 3 clusters Score -2604669 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2604682.500000 Penalty: 5061.936035
	Iteration 59Q: 3 clusters Score -2604682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2604706.000000 Penalty: 5061.936035
	Iteration 60F: 3 clusters Score -2604706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2604713.500000 Penalty: 5061.936035
	Iteration 61Q: 3 clusters Score -2604714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2604737.000000 Penalty: 5061.936035
	Iteration 62Q: 3 clusters Score -2604737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2604755.250000 Penalty: 5061.936035
	Iteration 63Q: 3 clusters Score -2604755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2604768.000000 Penalty: 5061.936035
	Iteration 64Q: 3 clusters Score -2604768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2604774.250000 Penalty: 5061.936035
	Iteration 65Q: 3 clusters Score -2604774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2604795.250000 Penalty: 5061.936035
	Iteration 66Q: 3 clusters Score -2604795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2604841.250000 Penalty: 5061.936035
	Iteration 67Q: 3 clusters Score -2604841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2604869.000000 Penalty: 5061.936035
	Iteration 68Q: 3 clusters Score -2604869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2604911.000000 Penalty: 5061.936035
	Iteration 69Q: 3 clusters Score -2604911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2604936.250000 Penalty: 5061.936035
	Iteration 70Q: 3 clusters Score -2604936 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2604984.750000 Penalty: 5061.936035
	Iteration 71Q: 3 clusters Score -2604985 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2605016.000000 Penalty: 5061.936035
	Iteration 72Q: 3 clusters Score -2605016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2605046.500000 Penalty: 5061.936035
	Iteration 73Q: 3 clusters Score -2605046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2605067.000000 Penalty: 5061.936035
	Iteration 74Q: 3 clusters Score -2605067 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2605079.500000 Penalty: 5061.936035
	Iteration 75Q: 3 clusters Score -2605080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2605105.750000 Penalty: 5061.936035
	Iteration 76Q: 3 clusters Score -2605106 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2605126.000000 Penalty: 5061.936035
	Iteration 77Q: 3 clusters Score -2605126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2605150.500000 Penalty: 5061.936035
	Iteration 78Q: 3 clusters Score -2605150 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2605168.250000 Penalty: 5061.936035
	Iteration 79Q: 3 clusters Score -2605168 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2605185.250000 Penalty: 5061.936035
	Iteration 80F: 3 clusters Score -2605185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2605211.500000 Penalty: 5061.936035
	Iteration 81Q: 3 clusters Score -2605212 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2605215.750000 Penalty: 5061.936035
	Iteration 82Q: 3 clusters Score -2605216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2605225.250000 Penalty: 5061.936035
	Iteration 83Q: 3 clusters Score -2605225 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2605236.750000 Penalty: 5061.936035
	Iteration 84Q: 3 clusters Score -2605237 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2605236.250000 Penalty: 5061.936035
	Iteration 85Q: 3 clusters Score -2605236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2605232.000000 Penalty: 5061.936035
	Iteration 86Q: 3 clusters Score -2605232 nChanged 35
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Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2605236.750000 Penalty: 5061.936035
	Iteration 87Q: 3 clusters Score -2605237 nChanged 32
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Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2605243.750000 Penalty: 5061.936035
	Iteration 88Q: 3 clusters Score -2605244 nChanged 31
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Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2605245.500000 Penalty: 5061.936035
	Iteration 89Q: 3 clusters Score -2605246 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2605256.750000 Penalty: 5061.936035
	Iteration 90Q: 3 clusters Score -2605257 nChanged 42
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Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2605254.250000 Penalty: 5061.936035
	Iteration 91Q: 3 clusters Score -2605254 nChanged 42
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Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2605267.500000 Penalty: 5061.936035
	Iteration 92Q: 3 clusters Score -2605268 nChanged 36
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Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2605270.500000 Penalty: 5061.936035
	Iteration 93Q: 3 clusters Score -2605270 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2605275.750000 Penalty: 5061.936035
	Iteration 94Q: 3 clusters Score -2605276 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2605272.250000 Penalty: 5061.936035
	Iteration 95Q: 3 clusters Score -2605272 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2605272.250000 Penalty: 5061.936035
	Iteration 96Q: 3 clusters Score -2605272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2605280.750000 Penalty: 5061.936035
	Iteration 97Q: 3 clusters Score -2605281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2605282.250000 Penalty: 5061.936035
	Iteration 98Q: 3 clusters Score -2605282 nChanged 20
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Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2605281.000000 Penalty: 5061.936035
	Iteration 99Q: 3 clusters Score -2605281 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2605287.750000 Penalty: 5061.936035
	Iteration 100F: 3 clusters Score -2605288 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2605291.750000 Penalty: 5061.936035
	Iteration 101Q: 3 clusters Score -2605292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2605293.750000 Penalty: 5061.936035
	Iteration 102Q: 3 clusters Score -2605294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2605302.250000 Penalty: 5061.936035
	Iteration 103Q: 3 clusters Score -2605302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2605299.500000 Penalty: 5061.936035
	Iteration 104Q: 3 clusters Score -2605300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2605298.250000 Penalty: 5061.936035
	Iteration 105Q: 3 clusters Score -2605298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2605303.500000 Penalty: 5061.936035
	Iteration 106Q: 3 clusters Score -2605304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2605308.000000 Penalty: 5061.936035
	Iteration 107Q: 3 clusters Score -2605308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2605309.750000 Penalty: 5061.936035
	Iteration 108Q: 3 clusters Score -2605310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2605310.750000 Penalty: 5061.936035
	Iteration 109Q: 3 clusters Score -2605311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2605311.250000 Penalty: 5061.936035
	Iteration 110Q: 3 clusters Score -2605311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2605303.250000 Penalty: 5061.936035
	Iteration 111Q: 3 clusters Score -2605303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2605305.250000 Penalty: 5061.936035
	Iteration 112Q: 3 clusters Score -2605305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2605302.750000 Penalty: 5061.936035
	Iteration 113Q: 3 clusters Score -2605303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2605307.500000 Penalty: 5061.936035
	Iteration 114Q: 3 clusters Score -2605308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2605307.500000 Penalty: 5061.936035
	Iteration 115Q: 3 clusters Score -2605308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2605304.500000 Penalty: 5061.936035
	Iteration 116Q: 3 clusters Score -2605304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2605310.750000 Penalty: 5061.936035
	Iteration 117Q: 3 clusters Score -2605311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2605312.000000 Penalty: 5061.936035
	Iteration 118Q: 3 clusters Score -2605312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2605310.500000 Penalty: 5061.936035
	Iteration 119Q: 3 clusters Score -2605310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2605307.000000 Penalty: 5061.936035
	Iteration 120F: 3 clusters Score -2605307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2605308.500000 Penalty: 5061.936035
	Iteration 121Q: 3 clusters Score -2605308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2605307.500000 Penalty: 5061.936035
	Iteration 122Q: 3 clusters Score -2605308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2605312.250000 Penalty: 5061.936035
	Iteration 123Q: 3 clusters Score -2605312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2605310.500000 Penalty: 5061.936035
	Iteration 124Q: 3 clusters Score -2605310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2605314.750000 Penalty: 5061.936035
	Iteration 125Q: 3 clusters Score -2605315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2605318.250000 Penalty: 5061.936035
	Iteration 126Q: 3 clusters Score -2605318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2605319.500000 Penalty: 5061.936035
	Iteration 127Q: 3 clusters Score -2605320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2605316.500000 Penalty: 5061.936035
	Iteration 128Q: 3 clusters Score -2605316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2605317.250000 Penalty: 5061.936035
	Iteration 129Q: 3 clusters Score -2605317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2605312.250000 Penalty: 5061.936035
	Iteration 130Q: 3 clusters Score -2605312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2605319.250000 Penalty: 5061.936035
	Iteration 131Q: 3 clusters Score -2605319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2605318.250000 Penalty: 5061.936035
	Iteration 132Q: 3 clusters Score -2605318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2605330.500000 Penalty: 5061.936035
	Iteration 133Q: 3 clusters Score -2605330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2605327.750000 Penalty: 5061.936035
	Iteration 134Q: 3 clusters Score -2605328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2605337.250000 Penalty: 5061.936035
	Iteration 135Q: 3 clusters Score -2605337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2605332.000000 Penalty: 5061.936035
	Iteration 136Q: 3 clusters Score -2605332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2605342.250000 Penalty: 5061.936035
	Iteration 137Q: 3 clusters Score -2605342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2605344.000000 Penalty: 5061.936035
	Iteration 138Q: 3 clusters Score -2605344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2605348.750000 Penalty: 5061.936035
	Iteration 139Q: 3 clusters Score -2605349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2605353.000000 Penalty: 5061.936035
	Iteration 140F: 3 clusters Score -2605353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2605349.250000 Penalty: 5061.936035
	Iteration 141Q: 3 clusters Score -2605349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2605358.500000 Penalty: 5061.936035
	Iteration 142Q: 3 clusters Score -2605358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2605360.500000 Penalty: 5061.936035
	Iteration 143Q: 3 clusters Score -2605360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2605359.250000 Penalty: 5061.936035
	Iteration 144Q: 3 clusters Score -2605359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2605368.500000 Penalty: 5061.936035
	Iteration 145Q: 3 clusters Score -2605368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2605371.500000 Penalty: 5061.936035
	Iteration 146Q: 3 clusters Score -2605372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2605383.750000 Penalty: 5061.936035
	Iteration 147Q: 3 clusters Score -2605384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2605392.000000 Penalty: 5061.936035
	Iteration 148Q: 3 clusters Score -2605392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2605395.500000 Penalty: 5061.936035
	Iteration 149Q: 3 clusters Score -2605396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2605396.500000 Penalty: 5061.936035
	Iteration 150Q: 3 clusters Score -2605396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2605408.750000 Penalty: 5061.936035
	Iteration 151Q: 3 clusters Score -2605409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2605409.500000 Penalty: 5061.936035
	Iteration 152Q: 3 clusters Score -2605410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2605416.500000 Penalty: 5061.936035
	Iteration 153Q: 3 clusters Score -2605416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2605417.000000 Penalty: 5061.936035
	Iteration 154Q: 3 clusters Score -2605417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2605423.250000 Penalty: 5061.936035
	Iteration 155Q: 3 clusters Score -2605423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2605422.750000 Penalty: 5061.936035
	Iteration 156Q: 3 clusters Score -2605423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2605426.750000 Penalty: 5061.936035
	Iteration 157Q: 3 clusters Score -2605427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2605431.250000 Penalty: 5061.936035
	Iteration 158Q: 3 clusters Score -2605431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2605433.750000 Penalty: 5061.936035
	Iteration 159Q: 3 clusters Score -2605434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2605442.750000 Penalty: 5061.936035
	Iteration 160F: 3 clusters Score -2605443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2605442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2605446.250000 Penalty: 5061.936035
	Iteration 162Q: 3 clusters Score -2605446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2605450.500000 Penalty: 5061.936035
	Iteration 163Q: 3 clusters Score -2605450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2605458.750000 Penalty: 5061.936035
	Iteration 164Q: 3 clusters Score -2605459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2605461.500000 Penalty: 5061.936035
	Iteration 165Q: 3 clusters Score -2605462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2605470.750000 Penalty: 5061.936035
	Iteration 166Q: 3 clusters Score -2605471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2605472.750000 Penalty: 5061.936035
	Iteration 167Q: 3 clusters Score -2605473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2605477.750000 Penalty: 5061.936035
	Iteration 168Q: 3 clusters Score -2605478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2605482.750000 Penalty: 5061.936035
	Iteration 169Q: 3 clusters Score -2605483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2605496.250000 Penalty: 5061.936035
	Iteration 170Q: 3 clusters Score -2605496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2605496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2605504.750000 Penalty: 5061.936035
	Iteration 172Q: 3 clusters Score -2605505 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2605513.750000 Penalty: 5061.936035
	Iteration 173Q: 3 clusters Score -2605514 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2605519.000000 Penalty: 5061.936035
	Iteration 174Q: 3 clusters Score -2605519 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2605515.250000 Penalty: 5061.936035
	Iteration 175Q: 3 clusters Score -2605515 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2605521.750000 Penalty: 5061.936035
	Iteration 176Q: 3 clusters Score -2605522 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2605521.250000 Penalty: 5061.936035
	Iteration 177Q: 3 clusters Score -2605521 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2605524.750000 Penalty: 5061.936035
	Iteration 178Q: 3 clusters Score -2605525 nChanged 19
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Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2605528.250000 Penalty: 5061.936035
	Iteration 179Q: 3 clusters Score -2605528 nChanged 12
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Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2605530.750000 Penalty: 5061.936035
	Iteration 180F: 3 clusters Score -2605531 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2605529.500000 Penalty: 5061.936035
	Iteration 181Q: 3 clusters Score -2605530 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2605529.000000 Penalty: 5061.936035
	Iteration 182Q: 3 clusters Score -2605529 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2605531.000000 Penalty: 5061.936035
	Iteration 183Q: 3 clusters Score -2605531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2605533.250000 Penalty: 5061.936035
	Iteration 184Q: 3 clusters Score -2605533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2605537.750000 Penalty: 5061.936035
	Iteration 185Q: 3 clusters Score -2605538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2605538.750000 Penalty: 5061.936035
	Iteration 186Q: 3 clusters Score -2605539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2605534.250000 Penalty: 5061.936035
	Iteration 187Q: 3 clusters Score -2605534 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2605538.750000 Penalty: 5061.936035
	Iteration 188Q: 3 clusters Score -2605539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2605537.250000 Penalty: 5061.936035
	Iteration 189Q: 3 clusters Score -2605537 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2605537 nChanged 4
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Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2605538.000000 Penalty: 5061.936035
	Iteration 191Q: 3 clusters Score -2605538 nChanged 2
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Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2605538.750000 Penalty: 5061.936035
	Iteration 192Q: 3 clusters Score -2605539 nChanged 4
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Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2605537.500000 Penalty: 5061.936035
	Iteration 193Q: 3 clusters Score -2605538 nChanged 4
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Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2605538.250000 Penalty: 5061.936035
	Iteration 194Q: 3 clusters Score -2605538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2605540.250000 Penalty: 5061.936035
	Iteration 195Q: 3 clusters Score -2605540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2605544.750000 Penalty: 5061.936035
	Iteration 196Q: 3 clusters Score -2605545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2605540.500000 Penalty: 5061.936035
	Iteration 197Q: 3 clusters Score -2605540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2605542.500000 Penalty: 5061.936035
	Iteration 198Q: 3 clusters Score -2605542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2605543.750000 Penalty: 5061.936035
	Iteration 199Q: 3 clusters Score -2605544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2605538.000000 Penalty: 5061.936035
	Iteration 200F: 3 clusters Score -2605538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2605537.250000 Penalty: 5061.936035
	Iteration 201Q: 3 clusters Score -2605537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2605537.000000 Penalty: 5061.936035
	Iteration 202Q: 3 clusters Score -2605537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2605538.500000 Penalty: 5061.936035
	Iteration 203Q: 3 clusters Score -2605538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2605542.250000 Penalty: 5061.936035
	Iteration 204Q: 3 clusters Score -2605542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2605541.500000 Penalty: 5061.936035
	Iteration 205Q: 3 clusters Score -2605542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2605541.500000 Penalty: 5061.936035
	Iteration 206F: 3 clusters Score -2605542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 9669 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Mstep: Class 59 contains 7142 members 
Entering Unmasked Estep 
Score: -84131368.000000 Penalty: 200791.921875
Splitting cluster 38 changes total score from -84129984.000000 to -84131368.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -44092.726562 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44092.73 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44352.910156 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44352.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44503.324219 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44503.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44624.445312 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -44624.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -44717.437500 Penalty: 3114.146729
	Iteration 4F: 3 clusters Score -44717.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44803.257812 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -44803.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44851.257812 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -44851.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -44904.632812 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -44904.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44988.699219 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -44988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -45041.570312 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -45041.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -45052.742188 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -45052.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45058.777344 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -45058.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -45058.777344 Penalty: 3114.146729
	Iteration 12F: 3 clusters Score -45058.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -502692.031250 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -502692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -497967.562500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -497967.6 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -499228.812500 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -499228.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -499698.937500 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -499698.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -500210.312500 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -500210.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -500690.687500 Penalty: 4260.398926
	Iteration 4F: 3 clusters Score -500690.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -501084.468750 Penalty: 4260.398926
	Iteration 5F: 3 clusters Score -501084.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -501362.718750 Penalty: 4260.398926
	Iteration 6F: 3 clusters Score -501362.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -501534.593750 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -501534.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -501649.093750 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -501649.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -501724.687500 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -501724.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -501763.125000 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -501763.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -501795.375000 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -501795.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -501828.125000 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -501828.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -501862.062500 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -501862.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -501890.625000 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -501890.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -501912.531250 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -501912.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -501926.687500 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -501926.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -501939.375000 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -501939.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -501948.468750 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -501948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -501955.437500 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -501955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -501965.468750 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -501965.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -501973.687500 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -501973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -501980.000000 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -501980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -501983.468750 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -501983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -501985.250000 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -501985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -501987.281250 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -501987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -501989.343750 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -501989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -501991.562500 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -501991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -501993.312500 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -501993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -501994.343750 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -501994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -501994.343750 Penalty: 4260.398926
	Iteration 30F: 3 clusters Score -501994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -168889.890625 Penalty: 1922.898682
	Iteration 0F: 2 clusters Score -168889.9 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 1222 members 
Entering Unmasked Estep 
Score: -166146.390625 Penalty: 3845.797363
	Iteration 0F: 3 clusters Score -166146.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -166901.078125 Penalty: 3845.797363
	Iteration 1F: 3 clusters Score -166901.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -167288.812500 Penalty: 3845.797363
	Iteration 2F: 3 clusters Score -167288.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -167564.000000 Penalty: 3845.797363
	Iteration 3F: 3 clusters Score -167564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -167730.640625 Penalty: 3845.797363
	Iteration 4F: 3 clusters Score -167730.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -167805.125000 Penalty: 3845.797363
	Iteration 5Q: 3 clusters Score -167805.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -167850.406250 Penalty: 3845.797363
	Iteration 6Q: 3 clusters Score -167850.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -167875.796875 Penalty: 3845.797363
	Iteration 7Q: 3 clusters Score -167875.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -167897.718750 Penalty: 3845.797363
	Iteration 8Q: 3 clusters Score -167897.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -167909.703125 Penalty: 3845.797363
	Iteration 9Q: 3 clusters Score -167909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -167916.218750 Penalty: 3845.797363
	Iteration 10Q: 3 clusters Score -167916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -167920.218750 Penalty: 3845.797363
	Iteration 11Q: 3 clusters Score -167920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -167925.343750 Penalty: 3845.797363
	Iteration 12Q: 3 clusters Score -167925.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -167935.015625 Penalty: 3845.797363
	Iteration 13Q: 3 clusters Score -167935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -167944.203125 Penalty: 3845.797363
	Iteration 14Q: 3 clusters Score -167944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -167950.484375 Penalty: 3845.797363
	Iteration 15Q: 3 clusters Score -167950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -167957.343750 Penalty: 3845.797363
	Iteration 16Q: 3 clusters Score -167957.3 nChanged 8
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: -167965.140625 Penalty: 3845.797363
	Iteration 17Q: 3 clusters Score -167965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -167971.750000 Penalty: 3845.797363
	Iteration 18Q: 3 clusters Score -167971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -167972.875000 Penalty: 3845.797363
	Iteration 19Q: 3 clusters Score -167972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -167972.875000 Penalty: 3845.797363
	Iteration 20F: 3 clusters Score -167972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Entering Unmasked Estep 
Score: -615250.000000 Penalty: 2166.808594
	Iteration 0F: 2 clusters Score -615250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -609910.750000 Penalty: 4333.617188
	Iteration 0F: 3 clusters Score -609910.8 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -611293.500000 Penalty: 4333.617188
	Iteration 1F: 3 clusters Score -611293.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -611490.312500 Penalty: 4333.617188
	Iteration 2F: 3 clusters Score -611490.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -611612.312500 Penalty: 4333.617188
	Iteration 3Q: 3 clusters Score -611612.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -611692.750000 Penalty: 4333.617188
	Iteration 4Q: 3 clusters Score -611692.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -611738.000000 Penalty: 4333.617188
	Iteration 5Q: 3 clusters Score -611738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -611778.500000 Penalty: 4333.617188
	Iteration 6Q: 3 clusters Score -611778.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -611809.875000 Penalty: 4333.617188
	Iteration 7Q: 3 clusters Score -611809.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -611834.750000 Penalty: 4333.617188
	Iteration 8Q: 3 clusters Score -611834.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -611854.687500 Penalty: 4333.617188
	Iteration 9Q: 3 clusters Score -611854.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -611870.437500 Penalty: 4333.617188
	Iteration 10Q: 3 clusters Score -611870.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -611887.000000 Penalty: 4333.617188
	Iteration 11Q: 3 clusters Score -611887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -611904.187500 Penalty: 4333.617188
	Iteration 12Q: 3 clusters Score -611904.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -611919.625000 Penalty: 4333.617188
	Iteration 13Q: 3 clusters Score -611919.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -611933.562500 Penalty: 4333.617188
	Iteration 14Q: 3 clusters Score -611933.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -611952.812500 Penalty: 4333.617188
	Iteration 15Q: 3 clusters Score -611952.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -611970.750000 Penalty: 4333.617188
	Iteration 16Q: 3 clusters Score -611970.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -611991.812500 Penalty: 4333.617188
	Iteration 17Q: 3 clusters Score -611991.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -612014.062500 Penalty: 4333.617188
	Iteration 18Q: 3 clusters Score -612014.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -612039.500000 Penalty: 4333.617188
	Iteration 19Q: 3 clusters Score -612039.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -612066.000000 Penalty: 4333.617188
	Iteration 20F: 3 clusters Score -612066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -612096.187500 Penalty: 4333.617188
	Iteration 21Q: 3 clusters Score -612096.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -612132.937500 Penalty: 4333.617188
	Iteration 22Q: 3 clusters Score -612132.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -612173.500000 Penalty: 4333.617188
	Iteration 23Q: 3 clusters Score -612173.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -612222.250000 Penalty: 4333.617188
	Iteration 24Q: 3 clusters Score -612222.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -612274.250000 Penalty: 4333.617188
	Iteration 25Q: 3 clusters Score -612274.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -612331.625000 Penalty: 4333.617188
	Iteration 26Q: 3 clusters Score -612331.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -612393.750000 Penalty: 4333.617188
	Iteration 27Q: 3 clusters Score -612393.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -612475.625000 Penalty: 4333.617188
	Iteration 28Q: 3 clusters Score -612475.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -612554.312500 Penalty: 4333.617188
	Iteration 29Q: 3 clusters Score -612554.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -612626.812500 Penalty: 4333.617188
	Iteration 30Q: 3 clusters Score -612626.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -612704.187500 Penalty: 4333.617188
	Iteration 31Q: 3 clusters Score -612704.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -612788.062500 Penalty: 4333.617188
	Iteration 32Q: 3 clusters Score -612788.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -612879.625000 Penalty: 4333.617188
	Iteration 33Q: 3 clusters Score -612879.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -612949.937500 Penalty: 4333.617188
	Iteration 34Q: 3 clusters Score -612949.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -613022.875000 Penalty: 4333.617188
	Iteration 35Q: 3 clusters Score -613022.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -613096.250000 Penalty: 4333.617188
	Iteration 36Q: 3 clusters Score -613096.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -613168.187500 Penalty: 4333.617188
	Iteration 37Q: 3 clusters Score -613168.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -613231.062500 Penalty: 4333.617188
	Iteration 38Q: 3 clusters Score -613231.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -613268.000000 Penalty: 4333.617188
	Iteration 39Q: 3 clusters Score -613268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -613292.062500 Penalty: 4333.617188
	Iteration 40F: 3 clusters Score -613292.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -613320.812500 Penalty: 4333.617188
	Iteration 41Q: 3 clusters Score -613320.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -613355.062500 Penalty: 4333.617188
	Iteration 42Q: 3 clusters Score -613355.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -613385.937500 Penalty: 4333.617188
	Iteration 43Q: 3 clusters Score -613385.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -613413.937500 Penalty: 4333.617188
	Iteration 44Q: 3 clusters Score -613413.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -613444.312500 Penalty: 4333.617188
	Iteration 45Q: 3 clusters Score -613444.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -613464.125000 Penalty: 4333.617188
	Iteration 46Q: 3 clusters Score -613464.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -613481.562500 Penalty: 4333.617188
	Iteration 47Q: 3 clusters Score -613481.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -613498.187500 Penalty: 4333.617188
	Iteration 48Q: 3 clusters Score -613498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -613508.750000 Penalty: 4333.617188
	Iteration 49Q: 3 clusters Score -613508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -613518.062500 Penalty: 4333.617188
	Iteration 50Q: 3 clusters Score -613518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -613526.812500 Penalty: 4333.617188
	Iteration 51Q: 3 clusters Score -613526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -613526.687500 Penalty: 4333.617188
	Iteration 52Q: 3 clusters Score -613526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -613529.250000 Penalty: 4333.617188
	Iteration 53Q: 3 clusters Score -613529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -613530.062500 Penalty: 4333.617188
	Iteration 54Q: 3 clusters Score -613530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -613530.312500 Penalty: 4333.617188
	Iteration 55Q: 3 clusters Score -613530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -613530.312500 Penalty: 4333.617188
	Iteration 56F: 3 clusters Score -613530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Entering Unmasked Estep 
Score: -5009747.000000 Penalty: 2684.818359
	Iteration 0F: 2 clusters Score -5009747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4975783.500000 Penalty: 5369.636719
	Iteration 0F: 3 clusters Score -4975784 nChanged 23175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4988578.000000 Penalty: 5369.636719
	Iteration 1F: 3 clusters Score -4988578 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4989002.000000 Penalty: 5369.636719
	Iteration 2Q: 3 clusters Score -4989002 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4989421.500000 Penalty: 5369.636719
	Iteration 3Q: 3 clusters Score -4989422 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4989803.000000 Penalty: 5369.636719
	Iteration 4Q: 3 clusters Score -4989803 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4990217.500000 Penalty: 5369.636719
	Iteration 5Q: 3 clusters Score -4990218 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -4990648.500000 Penalty: 5369.636719
	Iteration 6Q: 3 clusters Score -4990648 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -4991073.000000 Penalty: 5369.636719
	Iteration 7Q: 3 clusters Score -4991073 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4991579.000000 Penalty: 5369.636719
	Iteration 8Q: 3 clusters Score -4991579 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4992104.500000 Penalty: 5369.636719
	Iteration 9Q: 3 clusters Score -4992104 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4992723.500000 Penalty: 5369.636719
	Iteration 10Q: 3 clusters Score -4992724 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4993435.000000 Penalty: 5369.636719
	Iteration 11Q: 3 clusters Score -4993435 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -4994285.000000 Penalty: 5369.636719
	Iteration 12Q: 3 clusters Score -4994285 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4995159.500000 Penalty: 5369.636719
	Iteration 13Q: 3 clusters Score -4995160 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4996080.500000 Penalty: 5369.636719
	Iteration 14Q: 3 clusters Score -4996080 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4997021.500000 Penalty: 5369.636719
	Iteration 15Q: 3 clusters Score -4997022 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4998067.000000 Penalty: 5369.636719
	Iteration 16Q: 3 clusters Score -4998067 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4999083.500000 Penalty: 5369.636719
	Iteration 17Q: 3 clusters Score -4999084 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -4999841.500000 Penalty: 5369.636719
	Iteration 18Q: 3 clusters Score -4999842 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5000337.000000 Penalty: 5369.636719
	Iteration 19Q: 3 clusters Score -5000337 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5000658.000000 Penalty: 5369.636719
	Iteration 20F: 3 clusters Score -5000658 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5000826.500000 Penalty: 5369.636719
	Iteration 21Q: 3 clusters Score -5000826 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5000937.500000 Penalty: 5369.636719
	Iteration 22Q: 3 clusters Score -5000938 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5001054.500000 Penalty: 5369.636719
	Iteration 23Q: 3 clusters Score -5001054 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5001142.500000 Penalty: 5369.636719
	Iteration 24Q: 3 clusters Score -5001142 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5001225.000000 Penalty: 5369.636719
	Iteration 25Q: 3 clusters Score -5001225 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5001321.500000 Penalty: 5369.636719
	Iteration 26Q: 3 clusters Score -5001322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5001427.000000 Penalty: 5369.636719
	Iteration 27Q: 3 clusters Score -5001427 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5001505.000000 Penalty: 5369.636719
	Iteration 28Q: 3 clusters Score -5001505 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -5001579.500000 Penalty: 5369.636719
	Iteration 29Q: 3 clusters Score -5001580 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5001655.500000 Penalty: 5369.636719
	Iteration 30Q: 3 clusters Score -5001656 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -5001704.500000 Penalty: 5369.636719
	Iteration 31Q: 3 clusters Score -5001704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5001765.500000 Penalty: 5369.636719
	Iteration 32Q: 3 clusters Score -5001766 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5001806.000000 Penalty: 5369.636719
	Iteration 33Q: 3 clusters Score -5001806 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -5001871.500000 Penalty: 5369.636719
	Iteration 34Q: 3 clusters Score -5001872 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5001947.000000 Penalty: 5369.636719
	Iteration 35Q: 3 clusters Score -5001947 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -5002011.000000 Penalty: 5369.636719
	Iteration 36Q: 3 clusters Score -5002011 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5002062.000000 Penalty: 5369.636719
	Iteration 37Q: 3 clusters Score -5002062 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5002088.500000 Penalty: 5369.636719
	Iteration 38Q: 3 clusters Score -5002088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5002137.000000 Penalty: 5369.636719
	Iteration 39Q: 3 clusters Score -5002137 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5002174.000000 Penalty: 5369.636719
	Iteration 40F: 3 clusters Score -5002174 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -5002227.000000 Penalty: 5369.636719
	Iteration 41Q: 3 clusters Score -5002227 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -5002286.000000 Penalty: 5369.636719
	Iteration 42Q: 3 clusters Score -5002286 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -5002336.000000 Penalty: 5369.636719
	Iteration 43Q: 3 clusters Score -5002336 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5002395.500000 Penalty: 5369.636719
	Iteration 44Q: 3 clusters Score -5002396 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5002428.000000 Penalty: 5369.636719
	Iteration 45Q: 3 clusters Score -5002428 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5002479.500000 Penalty: 5369.636719
	Iteration 46Q: 3 clusters Score -5002480 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5002537.000000 Penalty: 5369.636719
	Iteration 47Q: 3 clusters Score -5002537 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -5002597.000000 Penalty: 5369.636719
	Iteration 48Q: 3 clusters Score -5002597 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5002637.000000 Penalty: 5369.636719
	Iteration 49Q: 3 clusters Score -5002637 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5002681.500000 Penalty: 5369.636719
	Iteration 50Q: 3 clusters Score -5002682 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -5002745.500000 Penalty: 5369.636719
	Iteration 51Q: 3 clusters Score -5002746 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5002835.500000 Penalty: 5369.636719
	Iteration 52Q: 3 clusters Score -5002836 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5002921.500000 Penalty: 5369.636719
	Iteration 53Q: 3 clusters Score -5002922 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5003030.000000 Penalty: 5369.636719
	Iteration 54Q: 3 clusters Score -5003030 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -5003132.000000 Penalty: 5369.636719
	Iteration 55Q: 3 clusters Score -5003132 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5003210.000000 Penalty: 5369.636719
	Iteration 56Q: 3 clusters Score -5003210 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5003321.500000 Penalty: 5369.636719
	Iteration 57Q: 3 clusters Score -5003322 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5003425.500000 Penalty: 5369.636719
	Iteration 58Q: 3 clusters Score -5003426 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5003545.000000 Penalty: 5369.636719
	Iteration 59Q: 3 clusters Score -5003545 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5003665.500000 Penalty: 5369.636719
	Iteration 60F: 3 clusters Score -5003666 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5003790.000000 Penalty: 5369.636719
	Iteration 61Q: 3 clusters Score -5003790 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5003947.500000 Penalty: 5369.636719
	Iteration 62Q: 3 clusters Score -5003948 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5004150.000000 Penalty: 5369.636719
	Iteration 63Q: 3 clusters Score -5004150 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5004335.500000 Penalty: 5369.636719
	Iteration 64Q: 3 clusters Score -5004336 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5004582.000000 Penalty: 5369.636719
	Iteration 65Q: 3 clusters Score -5004582 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5004844.500000 Penalty: 5369.636719
	Iteration 66Q: 3 clusters Score -5004844 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -5005139.000000 Penalty: 5369.636719
	Iteration 67Q: 3 clusters Score -5005139 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -5005483.500000 Penalty: 5369.636719
	Iteration 68Q: 3 clusters Score -5005484 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -5005938.000000 Penalty: 5369.636719
	Iteration 69Q: 3 clusters Score -5005938 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -5006368.500000 Penalty: 5369.636719
	Iteration 70Q: 3 clusters Score -5006368 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -5006696.500000 Penalty: 5369.636719
	Iteration 71Q: 3 clusters Score -5006696 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -5006935.000000 Penalty: 5369.636719
	Iteration 72Q: 3 clusters Score -5006935 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5007083.500000 Penalty: 5369.636719
	Iteration 73Q: 3 clusters Score -5007084 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -5007212.000000 Penalty: 5369.636719
	Iteration 74Q: 3 clusters Score -5007212 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -5007313.000000 Penalty: 5369.636719
	Iteration 75Q: 3 clusters Score -5007313 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -5007374.000000 Penalty: 5369.636719
	Iteration 76Q: 3 clusters Score -5007374 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5007439.500000 Penalty: 5369.636719
	Iteration 77Q: 3 clusters Score -5007440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -5007491.500000 Penalty: 5369.636719
	Iteration 78Q: 3 clusters Score -5007492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -5007526.000000 Penalty: 5369.636719
	Iteration 79Q: 3 clusters Score -5007526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5007550.500000 Penalty: 5369.636719
	Iteration 80F: 3 clusters Score -5007550 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -5007584.500000 Penalty: 5369.636719
	Iteration 81Q: 3 clusters Score -5007584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -5007594.000000 Penalty: 5369.636719
	Iteration 82Q: 3 clusters Score -5007594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -5007625.000000 Penalty: 5369.636719
	Iteration 83Q: 3 clusters Score -5007625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -5007647.000000 Penalty: 5369.636719
	Iteration 84Q: 3 clusters Score -5007647 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -5007652.000000 Penalty: 5369.636719
	Iteration 85Q: 3 clusters Score -5007652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -5007668.500000 Penalty: 5369.636719
	Iteration 86Q: 3 clusters Score -5007668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -5007692.000000 Penalty: 5369.636719
	Iteration 87Q: 3 clusters Score -5007692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5007708.500000 Penalty: 5369.636719
	Iteration 88Q: 3 clusters Score -5007708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -5007725.000000 Penalty: 5369.636719
	Iteration 89Q: 3 clusters Score -5007725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -5007719.000000 Penalty: 5369.636719
	Iteration 90Q: 3 clusters Score -5007719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -5007734.500000 Penalty: 5369.636719
	Iteration 91Q: 3 clusters Score -5007734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -5007744.000000 Penalty: 5369.636719
	Iteration 92Q: 3 clusters Score -5007744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -5007755.500000 Penalty: 5369.636719
	Iteration 93Q: 3 clusters Score -5007756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -5007755.500000 Penalty: 5369.636719
	Iteration 94Q: 3 clusters Score -5007756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -5007771.500000 Penalty: 5369.636719
	Iteration 95Q: 3 clusters Score -5007772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -5007766.000000 Penalty: 5369.636719
	Iteration 96Q: 3 clusters Score -5007766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -5007763.000000 Penalty: 5369.636719
	Iteration 97Q: 3 clusters Score -5007763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -5007759.000000 Penalty: 5369.636719
	Iteration 98Q: 3 clusters Score -5007759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -5007767.000000 Penalty: 5369.636719
	Iteration 99Q: 3 clusters Score -5007767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -5007772.500000 Penalty: 5369.636719
	Iteration 100F: 3 clusters Score -5007772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -5007773.500000 Penalty: 5369.636719
	Iteration 101Q: 3 clusters Score -5007774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -5007782.000000 Penalty: 5369.636719
	Iteration 102Q: 3 clusters Score -5007782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -5007782.000000 Penalty: 5369.636719
	Iteration 103Q: 3 clusters Score -5007782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5007779.000000 Penalty: 5369.636719
	Iteration 104Q: 3 clusters Score -5007779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5007779.000000 Penalty: 5369.636719
	Iteration 105F: 3 clusters Score -5007779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -511928.593750 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -511928.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -507247.750000 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -507247.8 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -508536.812500 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -508536.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -508925.062500 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -508925.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -509397.562500 Penalty: 4255.949707
	Iteration 3F: 3 clusters Score -509397.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -510027.968750 Penalty: 4255.949707
	Iteration 4F: 3 clusters Score -510028 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -510793.343750 Penalty: 4255.949707
	Iteration 5F: 3 clusters Score -510793.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -511143.093750 Penalty: 4255.949707
	Iteration 6F: 3 clusters Score -511143.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -511287.906250 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -511287.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -511337.343750 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -511337.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -511358.187500 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -511358.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -511368.156250 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -511368.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -511377.062500 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -511377.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -511385.531250 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -511385.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -511391.406250 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -511391.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -511397.437500 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -511397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -511399.687500 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -511399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -511400.562500 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -511400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -511400.562500 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -511400.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -511400.500000 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -511400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -511400.500000 Penalty: 4255.949707
	Iteration 19F: 3 clusters Score -511400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -103366.382812 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -103366.4 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 599 members 
Entering Unmasked Estep 
Score: -101314.375000 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -101314.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101638.601562 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -101638.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101753.679688 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -101753.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101826.367188 Penalty: 3531.339355
	Iteration 3Q: 3 clusters Score -101826.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101854.750000 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -101854.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101885.507812 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -101885.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101908.218750 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -101908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -101922.703125 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -101922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101931.382812 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -101931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101937.203125 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -101937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101942.789062 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -101942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -101948.843750 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -101948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101951.023438 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -101951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101955.546875 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -101955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101955.546875 Penalty: 3531.339355
	Iteration 14F: 3 clusters Score -101955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Entering Unmasked Estep 
Score: -901062.562500 Penalty: 2288.491211
	Iteration 0F: 2 clusters Score -901062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -893256.875000 Penalty: 4576.982422
	Iteration 0F: 3 clusters Score -893256.9 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -895554.000000 Penalty: 4576.982422
	Iteration 1F: 3 clusters Score -895554 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -895904.250000 Penalty: 4576.982422
	Iteration 2F: 3 clusters Score -895904.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -896166.000000 Penalty: 4576.982422
	Iteration 3F: 3 clusters Score -896166 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -896393.187500 Penalty: 4576.982422
	Iteration 4Q: 3 clusters Score -896393.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -896600.437500 Penalty: 4576.982422
	Iteration 5Q: 3 clusters Score -896600.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -896772.687500 Penalty: 4576.982422
	Iteration 6Q: 3 clusters Score -896772.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -896937.562500 Penalty: 4576.982422
	Iteration 7Q: 3 clusters Score -896937.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -897092.125000 Penalty: 4576.982422
	Iteration 8Q: 3 clusters Score -897092.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -897244.062500 Penalty: 4576.982422
	Iteration 9Q: 3 clusters Score -897244.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -897377.500000 Penalty: 4576.982422
	Iteration 10Q: 3 clusters Score -897377.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -897512.125000 Penalty: 4576.982422
	Iteration 11Q: 3 clusters Score -897512.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -897631.187500 Penalty: 4576.982422
	Iteration 12Q: 3 clusters Score -897631.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -897740.062500 Penalty: 4576.982422
	Iteration 13Q: 3 clusters Score -897740.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -897840.187500 Penalty: 4576.982422
	Iteration 14Q: 3 clusters Score -897840.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -897944.500000 Penalty: 4576.982422
	Iteration 15Q: 3 clusters Score -897944.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -898053.187500 Penalty: 4576.982422
	Iteration 16Q: 3 clusters Score -898053.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -898146.500000 Penalty: 4576.982422
	Iteration 17Q: 3 clusters Score -898146.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -898226.625000 Penalty: 4576.982422
	Iteration 18Q: 3 clusters Score -898226.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -898309.312500 Penalty: 4576.982422
	Iteration 19Q: 3 clusters Score -898309.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -898395.437500 Penalty: 4576.982422
	Iteration 20F: 3 clusters Score -898395.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -898484.125000 Penalty: 4576.982422
	Iteration 21Q: 3 clusters Score -898484.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -898569.250000 Penalty: 4576.982422
	Iteration 22Q: 3 clusters Score -898569.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -898644.750000 Penalty: 4576.982422
	Iteration 23Q: 3 clusters Score -898644.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -898712.125000 Penalty: 4576.982422
	Iteration 24Q: 3 clusters Score -898712.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -898785.437500 Penalty: 4576.982422
	Iteration 25Q: 3 clusters Score -898785.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -898851.750000 Penalty: 4576.982422
	Iteration 26Q: 3 clusters Score -898851.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -898907.062500 Penalty: 4576.982422
	Iteration 27Q: 3 clusters Score -898907.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -898947.750000 Penalty: 4576.982422
	Iteration 28Q: 3 clusters Score -898947.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -898976.187500 Penalty: 4576.982422
	Iteration 29Q: 3 clusters Score -898976.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -899005.812500 Penalty: 4576.982422
	Iteration 30Q: 3 clusters Score -899005.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -899035.062500 Penalty: 4576.982422
	Iteration 31Q: 3 clusters Score -899035.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -899057.125000 Penalty: 4576.982422
	Iteration 32Q: 3 clusters Score -899057.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -899077.187500 Penalty: 4576.982422
	Iteration 33Q: 3 clusters Score -899077.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -899089.812500 Penalty: 4576.982422
	Iteration 34Q: 3 clusters Score -899089.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -899102.875000 Penalty: 4576.982422
	Iteration 35Q: 3 clusters Score -899102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -899113.187500 Penalty: 4576.982422
	Iteration 36Q: 3 clusters Score -899113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -899116.812500 Penalty: 4576.982422
	Iteration 37Q: 3 clusters Score -899116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -899121.437500 Penalty: 4576.982422
	Iteration 38Q: 3 clusters Score -899121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -899122.062500 Penalty: 4576.982422
	Iteration 39Q: 3 clusters Score -899122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -899126.187500 Penalty: 4576.982422
	Iteration 40F: 3 clusters Score -899126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -899129.062500 Penalty: 4576.982422
	Iteration 41Q: 3 clusters Score -899129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -899129.312500 Penalty: 4576.982422
	Iteration 42Q: 3 clusters Score -899129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -899129.312500 Penalty: 4576.982422
	Iteration 43Q: 3 clusters Score -899129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -899128.812500 Penalty: 4576.982422
	Iteration 44Q: 3 clusters Score -899128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -899131.312500 Penalty: 4576.982422
	Iteration 45Q: 3 clusters Score -899131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -899133.062500 Penalty: 4576.982422
	Iteration 46Q: 3 clusters Score -899133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -899135.625000 Penalty: 4576.982422
	Iteration 47Q: 3 clusters Score -899135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -899136.250000 Penalty: 4576.982422
	Iteration 48Q: 3 clusters Score -899136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -899136.562500 Penalty: 4576.982422
	Iteration 49Q: 3 clusters Score -899136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -899140.250000 Penalty: 4576.982422
	Iteration 50Q: 3 clusters Score -899140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -899140.062500 Penalty: 4576.982422
	Iteration 51Q: 3 clusters Score -899140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -899140.062500 Penalty: 4576.982422
	Iteration 52F: 3 clusters Score -899140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Entering Unmasked Estep 
Score: -942403.562500 Penalty: 2275.816895
	Iteration 0F: 2 clusters Score -942403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -934928.250000 Penalty: 4551.633789
	Iteration 0F: 3 clusters Score -934928.2 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -937086.187500 Penalty: 4551.633789
	Iteration 1F: 3 clusters Score -937086.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -937447.562500 Penalty: 4551.633789
	Iteration 2F: 3 clusters Score -937447.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -937770.312500 Penalty: 4551.633789
	Iteration 3F: 3 clusters Score -937770.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -938122.625000 Penalty: 4551.633789
	Iteration 4F: 3 clusters Score -938122.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -938518.125000 Penalty: 4551.633789
	Iteration 5F: 3 clusters Score -938518.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -938940.750000 Penalty: 4551.633789
	Iteration 6F: 3 clusters Score -938940.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -939498.062500 Penalty: 4551.633789
	Iteration 7F: 3 clusters Score -939498.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -940330.625000 Penalty: 4551.633789
	Iteration 8F: 3 clusters Score -940330.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -941165.000000 Penalty: 4551.633789
	Iteration 9F: 3 clusters Score -941165 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -941826.000000 Penalty: 4551.633789
	Iteration 10F: 3 clusters Score -941826 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -942245.937500 Penalty: 4551.633789
	Iteration 11Q: 3 clusters Score -942245.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -942463.000000 Penalty: 4551.633789
	Iteration 12Q: 3 clusters Score -942463 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -942532.687500 Penalty: 4551.633789
	Iteration 13Q: 3 clusters Score -942532.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -942571.312500 Penalty: 4551.633789
	Iteration 14Q: 3 clusters Score -942571.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -942588.562500 Penalty: 4551.633789
	Iteration 15Q: 3 clusters Score -942588.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -942597.250000 Penalty: 4551.633789
	Iteration 16Q: 3 clusters Score -942597.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -942601.437500 Penalty: 4551.633789
	Iteration 17Q: 3 clusters Score -942601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -942604.437500 Penalty: 4551.633789
	Iteration 18Q: 3 clusters Score -942604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -942604.437500 Penalty: 4551.633789
	Iteration 19F: 3 clusters Score -942604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 2518 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Mstep: Class 59 contains 7142 members 
Mstep: Class 60 contains 7151 members 
Entering Unmasked Estep 
Score: -84130440.000000 Penalty: 204195.187500
Splitting cluster 47 changes total score from -84129984.000000 to -84130440.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 48 (56653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Entering Unmasked Estep 
Score: -5422536.000000 Penalty: 2714.285645
	Iteration 0F: 2 clusters Score -5422536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5384534.000000 Penalty: 5428.571289
	Iteration 0F: 3 clusters Score -5384534 nChanged 26331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -5399434.000000 Penalty: 5428.571289
	Iteration 1F: 3 clusters Score -5399434 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5400209.500000 Penalty: 5428.571289
	Iteration 2Q: 3 clusters Score -5400210 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -5401167.500000 Penalty: 5428.571289
	Iteration 3Q: 3 clusters Score -5401168 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -5402639.500000 Penalty: 5428.571289
	Iteration 4F: 3 clusters Score -5402640 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5404754.000000 Penalty: 5428.571289
	Iteration 5F: 3 clusters Score -5404754 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5407915.500000 Penalty: 5428.571289
	Iteration 6F: 3 clusters Score -5407916 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5411776.500000 Penalty: 5428.571289
	Iteration 7F: 3 clusters Score -5411776 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -5415305.000000 Penalty: 5428.571289
	Iteration 8F: 3 clusters Score -5415305 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -5417773.500000 Penalty: 5428.571289
	Iteration 9Q: 3 clusters Score -5417774 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -5419084.000000 Penalty: 5428.571289
	Iteration 10Q: 3 clusters Score -5419084 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -5419684.500000 Penalty: 5428.571289
	Iteration 11Q: 3 clusters Score -5419684 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -5419975.500000 Penalty: 5428.571289
	Iteration 12Q: 3 clusters Score -5419976 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -5420130.000000 Penalty: 5428.571289
	Iteration 13Q: 3 clusters Score -5420130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -5420229.000000 Penalty: 5428.571289
	Iteration 14Q: 3 clusters Score -5420229 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -5420296.000000 Penalty: 5428.571289
	Iteration 15Q: 3 clusters Score -5420296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -5420343.500000 Penalty: 5428.571289
	Iteration 16Q: 3 clusters Score -5420344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -5420360.000000 Penalty: 5428.571289
	Iteration 17Q: 3 clusters Score -5420360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -5420387.000000 Penalty: 5428.571289
	Iteration 18Q: 3 clusters Score -5420387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -5420412.500000 Penalty: 5428.571289
	Iteration 19Q: 3 clusters Score -5420412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -5420421.000000 Penalty: 5428.571289
	Iteration 20F: 3 clusters Score -5420421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -5420425.500000 Penalty: 5428.571289
	Iteration 21Q: 3 clusters Score -5420426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -5420427.500000 Penalty: 5428.571289
	Iteration 22Q: 3 clusters Score -5420428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -5420436.500000 Penalty: 5428.571289
	Iteration 23Q: 3 clusters Score -5420436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -5420435.500000 Penalty: 5428.571289
	Iteration 24Q: 3 clusters Score -5420436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -5420438.500000 Penalty: 5428.571289
	Iteration 25Q: 3 clusters Score -5420438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -5420450.500000 Penalty: 5428.571289
	Iteration 26Q: 3 clusters Score -5420450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -5420447.000000 Penalty: 5428.571289
	Iteration 27Q: 3 clusters Score -5420447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -5420460.500000 Penalty: 5428.571289
	Iteration 28Q: 3 clusters Score -5420460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -5420459.500000 Penalty: 5428.571289
	Iteration 29Q: 3 clusters Score -5420460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -5420481.500000 Penalty: 5428.571289
	Iteration 30Q: 3 clusters Score -5420482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -5420482.500000 Penalty: 5428.571289
	Iteration 31Q: 3 clusters Score -5420482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -5420485.500000 Penalty: 5428.571289
	Iteration 32Q: 3 clusters Score -5420486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -5420486.500000 Penalty: 5428.571289
	Iteration 33Q: 3 clusters Score -5420486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -5420484.500000 Penalty: 5428.571289
	Iteration 34Q: 3 clusters Score -5420484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -5420488.500000 Penalty: 5428.571289
	Iteration 35Q: 3 clusters Score -5420488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -5420491.000000 Penalty: 5428.571289
	Iteration 36Q: 3 clusters Score -5420491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -5420483.500000 Penalty: 5428.571289
	Iteration 37Q: 3 clusters Score -5420484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -5420488.500000 Penalty: 5428.571289
	Iteration 38Q: 3 clusters Score -5420488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -5420489.500000 Penalty: 5428.571289
	Iteration 39Q: 3 clusters Score -5420490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -5420492.500000 Penalty: 5428.571289
	Iteration 40F: 3 clusters Score -5420492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -5420499.000000 Penalty: 5428.571289
	Iteration 41Q: 3 clusters Score -5420499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -5420499.500000 Penalty: 5428.571289
	Iteration 42Q: 3 clusters Score -5420500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -5420504.500000 Penalty: 5428.571289
	Iteration 43Q: 3 clusters Score -5420504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -5420512.000000 Penalty: 5428.571289
	Iteration 44Q: 3 clusters Score -5420512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -5420509.500000 Penalty: 5428.571289
	Iteration 45Q: 3 clusters Score -5420510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -5420510.500000 Penalty: 5428.571289
	Iteration 46Q: 3 clusters Score -5420510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -5420510.500000 Penalty: 5428.571289
	Iteration 47F: 3 clusters Score -5420510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Entering Unmasked Estep 
Score: -2192887.250000 Penalty: 2487.207520
	Iteration 0F: 2 clusters Score -2192887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2177020.500000 Penalty: 4974.415039
	Iteration 0F: 3 clusters Score -2177020 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2182531.250000 Penalty: 4974.415039
	Iteration 1F: 3 clusters Score -2182531 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2182968.250000 Penalty: 4974.415039
	Iteration 2F: 3 clusters Score -2182968 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2183293.500000 Penalty: 4974.415039
	Iteration 3Q: 3 clusters Score -2183294 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2183617.000000 Penalty: 4974.415039
	Iteration 4Q: 3 clusters Score -2183617 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2183914.000000 Penalty: 4974.415039
	Iteration 5Q: 3 clusters Score -2183914 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2184235.000000 Penalty: 4974.415039
	Iteration 6Q: 3 clusters Score -2184235 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2184595.750000 Penalty: 4974.415039
	Iteration 7Q: 3 clusters Score -2184596 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2185017.500000 Penalty: 4974.415039
	Iteration 8Q: 3 clusters Score -2185018 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2185503.500000 Penalty: 4974.415039
	Iteration 9Q: 3 clusters Score -2185504 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2186074.750000 Penalty: 4974.415039
	Iteration 10Q: 3 clusters Score -2186075 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2186642.750000 Penalty: 4974.415039
	Iteration 11Q: 3 clusters Score -2186643 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2187212.250000 Penalty: 4974.415039
	Iteration 12Q: 3 clusters Score -2187212 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2187748.250000 Penalty: 4974.415039
	Iteration 13Q: 3 clusters Score -2187748 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2188247.000000 Penalty: 4974.415039
	Iteration 14Q: 3 clusters Score -2188247 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2188747.500000 Penalty: 4974.415039
	Iteration 15Q: 3 clusters Score -2188748 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2189201.250000 Penalty: 4974.415039
	Iteration 16Q: 3 clusters Score -2189201 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2189638.000000 Penalty: 4974.415039
	Iteration 17Q: 3 clusters Score -2189638 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2190105.000000 Penalty: 4974.415039
	Iteration 18Q: 3 clusters Score -2190105 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2190531.250000 Penalty: 4974.415039
	Iteration 19Q: 3 clusters Score -2190531 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2190962.500000 Penalty: 4974.415039
	Iteration 20F: 3 clusters Score -2190962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2191364.750000 Penalty: 4974.415039
	Iteration 21Q: 3 clusters Score -2191365 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2191617.250000 Penalty: 4974.415039
	Iteration 22Q: 3 clusters Score -2191617 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2191759.750000 Penalty: 4974.415039
	Iteration 23Q: 3 clusters Score -2191760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2191833.250000 Penalty: 4974.415039
	Iteration 24Q: 3 clusters Score -2191833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2191870.250000 Penalty: 4974.415039
	Iteration 25Q: 3 clusters Score -2191870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2191883.000000 Penalty: 4974.415039
	Iteration 26Q: 3 clusters Score -2191883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2191883.000000 Penalty: 4974.415039
	Iteration 27Q: 3 clusters Score -2191883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2191888.000000 Penalty: 4974.415039
	Iteration 28Q: 3 clusters Score -2191888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2191890.000000 Penalty: 4974.415039
	Iteration 29Q: 3 clusters Score -2191890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2191890.250000 Penalty: 4974.415039
	Iteration 30Q: 3 clusters Score -2191890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2191889.750000 Penalty: 4974.415039
	Iteration 31Q: 3 clusters Score -2191890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2191890.500000 Penalty: 4974.415039
	Iteration 32Q: 3 clusters Score -2191890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2191892.000000 Penalty: 4974.415039
	Iteration 33Q: 3 clusters Score -2191892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2191890.750000 Penalty: 4974.415039
	Iteration 34Q: 3 clusters Score -2191891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2191889.750000 Penalty: 4974.415039
	Iteration 35Q: 3 clusters Score -2191890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2191889.750000 Penalty: 4974.415039
	Iteration 36F: 3 clusters Score -2191890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -159894.500000 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -159894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -157440.671875 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -157440.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157848.656250 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -157848.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157992.578125 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -157992.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158102.031250 Penalty: 3703.248779
	Iteration 3F: 3 clusters Score -158102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158182.546875 Penalty: 3703.248779
	Iteration 4Q: 3 clusters Score -158182.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158250.390625 Penalty: 3703.248779
	Iteration 5Q: 3 clusters Score -158250.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158307.546875 Penalty: 3703.248779
	Iteration 6Q: 3 clusters Score -158307.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158365.234375 Penalty: 3703.248779
	Iteration 7Q: 3 clusters Score -158365.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158396.484375 Penalty: 3703.248779
	Iteration 8Q: 3 clusters Score -158396.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158422.171875 Penalty: 3703.248779
	Iteration 9Q: 3 clusters Score -158422.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158451.437500 Penalty: 3703.248779
	Iteration 10Q: 3 clusters Score -158451.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158482.671875 Penalty: 3703.248779
	Iteration 11Q: 3 clusters Score -158482.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158499.359375 Penalty: 3703.248779
	Iteration 12Q: 3 clusters Score -158499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158515.000000 Penalty: 3703.248779
	Iteration 13Q: 3 clusters Score -158515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -158533.968750 Penalty: 3703.248779
	Iteration 14Q: 3 clusters Score -158534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -158543.109375 Penalty: 3703.248779
	Iteration 15Q: 3 clusters Score -158543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158550.453125 Penalty: 3703.248779
	Iteration 16Q: 3 clusters Score -158550.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -158555.203125 Penalty: 3703.248779
	Iteration 17Q: 3 clusters Score -158555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158565.984375 Penalty: 3703.248779
	Iteration 18Q: 3 clusters Score -158566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158575.640625 Penalty: 3703.248779
	Iteration 19Q: 3 clusters Score -158575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158580.453125 Penalty: 3703.248779
	Iteration 20F: 3 clusters Score -158580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158582.812500 Penalty: 3703.248779
	Iteration 21Q: 3 clusters Score -158582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158584.281250 Penalty: 3703.248779
	Iteration 22Q: 3 clusters Score -158584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158587.484375 Penalty: 3703.248779
	Iteration 23Q: 3 clusters Score -158587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158590.890625 Penalty: 3703.248779
	Iteration 24Q: 3 clusters Score -158590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158593.093750 Penalty: 3703.248779
	Iteration 25Q: 3 clusters Score -158593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158594.328125 Penalty: 3703.248779
	Iteration 26Q: 3 clusters Score -158594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158595.093750 Penalty: 3703.248779
	Iteration 27Q: 3 clusters Score -158595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158595.093750 Penalty: 3703.248779
	Iteration 28F: 3 clusters Score -158595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -109213.867188 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -109213.9 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 587 members 
Entering Unmasked Estep 
Score: -107129.742188 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -107129.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107469.734375 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -107469.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107571.757812 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -107571.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107621.140625 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -107621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107643.046875 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -107643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107659.789062 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -107659.8 nChanged 14
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: -107669.398438 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -107669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107675.007812 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -107675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107678.070312 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -107678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107681.007812 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -107681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107681.320312 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -107681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107682.992188 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -107683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107682.992188 Penalty: 3499.007080
	Iteration 12F: 3 clusters Score -107683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -357735.625000 Penalty: 2100.429199
	Iteration 0F: 2 clusters Score -357735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -353458.687500 Penalty: 4200.858398
	Iteration 0F: 3 clusters Score -353458.7 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -354875.156250 Penalty: 4200.858398
	Iteration 1F: 3 clusters Score -354875.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -355488.968750 Penalty: 4200.858398
	Iteration 2F: 3 clusters Score -355489 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -355918.343750 Penalty: 4200.858398
	Iteration 3F: 3 clusters Score -355918.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -356220.156250 Penalty: 4200.858398
	Iteration 4F: 3 clusters Score -356220.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -356456.593750 Penalty: 4200.858398
	Iteration 5F: 3 clusters Score -356456.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -356627.531250 Penalty: 4200.858398
	Iteration 6Q: 3 clusters Score -356627.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -356761.656250 Penalty: 4200.858398
	Iteration 7Q: 3 clusters Score -356761.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -356909.187500 Penalty: 4200.858398
	Iteration 8Q: 3 clusters Score -356909.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357037.687500 Penalty: 4200.858398
	Iteration 9Q: 3 clusters Score -357037.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -357157.312500 Penalty: 4200.858398
	Iteration 10Q: 3 clusters Score -357157.3 nChanged 118
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: -357242.437500 Penalty: 4200.858398
	Iteration 11Q: 3 clusters Score -357242.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -357309.843750 Penalty: 4200.858398
	Iteration 12Q: 3 clusters Score -357309.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -357368.156250 Penalty: 4200.858398
	Iteration 13Q: 3 clusters Score -357368.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -357424.593750 Penalty: 4200.858398
	Iteration 14Q: 3 clusters Score -357424.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357471.468750 Penalty: 4200.858398
	Iteration 15Q: 3 clusters Score -357471.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357525.875000 Penalty: 4200.858398
	Iteration 16Q: 3 clusters Score -357525.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -357567.031250 Penalty: 4200.858398
	Iteration 17Q: 3 clusters Score -357567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -357605.375000 Penalty: 4200.858398
	Iteration 18Q: 3 clusters Score -357605.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -357635.312500 Penalty: 4200.858398
	Iteration 19Q: 3 clusters Score -357635.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -357658.656250 Penalty: 4200.858398
	Iteration 20F: 3 clusters Score -357658.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -357678.843750 Penalty: 4200.858398
	Iteration 21Q: 3 clusters Score -357678.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -357696.750000 Penalty: 4200.858398
	Iteration 22Q: 3 clusters Score -357696.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -357708.750000 Penalty: 4200.858398
	Iteration 23Q: 3 clusters Score -357708.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -357718.312500 Penalty: 4200.858398
	Iteration 24Q: 3 clusters Score -357718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -357726.500000 Penalty: 4200.858398
	Iteration 25Q: 3 clusters Score -357726.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -357736.875000 Penalty: 4200.858398
	Iteration 26Q: 3 clusters Score -357736.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -357751.781250 Penalty: 4200.858398
	Iteration 27Q: 3 clusters Score -357751.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -357760.500000 Penalty: 4200.858398
	Iteration 28Q: 3 clusters Score -357760.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -357767.375000 Penalty: 4200.858398
	Iteration 29Q: 3 clusters Score -357767.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -357770.875000 Penalty: 4200.858398
	Iteration 30Q: 3 clusters Score -357770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -357774.937500 Penalty: 4200.858398
	Iteration 31Q: 3 clusters Score -357774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -357778.937500 Penalty: 4200.858398
	Iteration 32Q: 3 clusters Score -357778.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -357782.125000 Penalty: 4200.858398
	Iteration 33Q: 3 clusters Score -357782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -357784.625000 Penalty: 4200.858398
	Iteration 34Q: 3 clusters Score -357784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -357786.437500 Penalty: 4200.858398
	Iteration 35Q: 3 clusters Score -357786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -357787.500000 Penalty: 4200.858398
	Iteration 36Q: 3 clusters Score -357787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -357787.406250 Penalty: 4200.858398
	Iteration 37Q: 3 clusters Score -357787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -357788.093750 Penalty: 4200.858398
	Iteration 38Q: 3 clusters Score -357788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -357788.375000 Penalty: 4200.858398
	Iteration 39Q: 3 clusters Score -357788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -357788.375000 Penalty: 4200.858398
	Iteration 40F: 3 clusters Score -357788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 2518 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 3611 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Mstep: Class 59 contains 7142 members 
Mstep: Class 60 contains 7151 members 
Mstep: Class 61 contains 1156 members 
Entering Unmasked Estep 
Score: -84129232.000000 Penalty: 207598.437500
Splitting cluster 52 changes total score from -84129984.000000 to -84129232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -177617.812500 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -177617.8 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 973 members 
Entering Unmasked Estep 
Score: -175057.359375 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -175057.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -175571.156250 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -175571.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -175795.437500 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -175795.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175944.953125 Penalty: 3747.469238
	Iteration 3F: 3 clusters Score -175945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176049.546875 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -176049.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176139.875000 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -176139.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176235.171875 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -176235.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176328.875000 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -176328.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -176420.703125 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -176420.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -176545.812500 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -176545.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -176713.875000 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -176713.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -176991.562500 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -176991.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -177235.093750 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -177235.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -177480.703125 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -177480.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -177641.015625 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -177641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -177751.750000 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -177751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177792.609375 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -177792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -177799.515625 Penalty: 3747.469238
	Iteration 17Q: 3 clusters Score -177799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -177799.515625 Penalty: 3747.469238
	Iteration 18F: 3 clusters Score -177799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 2518 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 755 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Mstep: Class 59 contains 7142 members 
Mstep: Class 60 contains 7151 members 
Mstep: Class 61 contains 1156 members 
Entering Unmasked Estep 
Score: -84129088.000000 Penalty: 207598.437500
Splitting cluster 53 changes total score from -84129984.000000 to -84129088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -261148.328125 Penalty: 1965.349487
	Iteration 0F: 2 clusters Score -261148.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -258011.734375 Penalty: 3930.698975
	Iteration 0F: 3 clusters Score -258011.7 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -258666.406250 Penalty: 3930.698975
	Iteration 1F: 3 clusters Score -258666.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -258822.515625 Penalty: 3930.698975
	Iteration 2F: 3 clusters Score -258822.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -258922.140625 Penalty: 3930.698975
	Iteration 3Q: 3 clusters Score -258922.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -259009.093750 Penalty: 3930.698975
	Iteration 4Q: 3 clusters Score -259009.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -259084.906250 Penalty: 3930.698975
	Iteration 5Q: 3 clusters Score -259084.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -259130.843750 Penalty: 3930.698975
	Iteration 6Q: 3 clusters Score -259130.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -259166.750000 Penalty: 3930.698975
	Iteration 7Q: 3 clusters Score -259166.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -259191.234375 Penalty: 3930.698975
	Iteration 8Q: 3 clusters Score -259191.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -259212.234375 Penalty: 3930.698975
	Iteration 9Q: 3 clusters Score -259212.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -259235.625000 Penalty: 3930.698975
	Iteration 10Q: 3 clusters Score -259235.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -259260.984375 Penalty: 3930.698975
	Iteration 11Q: 3 clusters Score -259261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -259279.890625 Penalty: 3930.698975
	Iteration 12Q: 3 clusters Score -259279.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -259293.296875 Penalty: 3930.698975
	Iteration 13Q: 3 clusters Score -259293.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -259305.687500 Penalty: 3930.698975
	Iteration 14Q: 3 clusters Score -259305.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -259319.718750 Penalty: 3930.698975
	Iteration 15Q: 3 clusters Score -259319.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -259331.953125 Penalty: 3930.698975
	Iteration 16Q: 3 clusters Score -259332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -259346.671875 Penalty: 3930.698975
	Iteration 17Q: 3 clusters Score -259346.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -259360.218750 Penalty: 3930.698975
	Iteration 18Q: 3 clusters Score -259360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -259370.015625 Penalty: 3930.698975
	Iteration 19Q: 3 clusters Score -259370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -259381.921875 Penalty: 3930.698975
	Iteration 20F: 3 clusters Score -259381.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -259390.359375 Penalty: 3930.698975
	Iteration 21Q: 3 clusters Score -259390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -259395.390625 Penalty: 3930.698975
	Iteration 22Q: 3 clusters Score -259395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -259400.609375 Penalty: 3930.698975
	Iteration 23Q: 3 clusters Score -259400.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -259408.109375 Penalty: 3930.698975
	Iteration 24Q: 3 clusters Score -259408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -259416.500000 Penalty: 3930.698975
	Iteration 25Q: 3 clusters Score -259416.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -259428.078125 Penalty: 3930.698975
	Iteration 26Q: 3 clusters Score -259428.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -259441.062500 Penalty: 3930.698975
	Iteration 27Q: 3 clusters Score -259441.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -259454.500000 Penalty: 3930.698975
	Iteration 28Q: 3 clusters Score -259454.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -259465.109375 Penalty: 3930.698975
	Iteration 29Q: 3 clusters Score -259465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -259473.468750 Penalty: 3930.698975
	Iteration 30Q: 3 clusters Score -259473.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -259481.968750 Penalty: 3930.698975
	Iteration 31Q: 3 clusters Score -259482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -259488.421875 Penalty: 3930.698975
	Iteration 32Q: 3 clusters Score -259488.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -259495.953125 Penalty: 3930.698975
	Iteration 33Q: 3 clusters Score -259496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -259498.468750 Penalty: 3930.698975
	Iteration 34Q: 3 clusters Score -259498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -259500.703125 Penalty: 3930.698975
	Iteration 35Q: 3 clusters Score -259500.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -259504.609375 Penalty: 3930.698975
	Iteration 36Q: 3 clusters Score -259504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -259507.187500 Penalty: 3930.698975
	Iteration 37Q: 3 clusters Score -259507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -259510.109375 Penalty: 3930.698975
	Iteration 38Q: 3 clusters Score -259510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -259512.265625 Penalty: 3930.698975
	Iteration 39Q: 3 clusters Score -259512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -259512.765625 Penalty: 3930.698975
	Iteration 40F: 3 clusters Score -259512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -259513.437500 Penalty: 3930.698975
	Iteration 41Q: 3 clusters Score -259513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -259514.640625 Penalty: 3930.698975
	Iteration 42Q: 3 clusters Score -259514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -259515.125000 Penalty: 3930.698975
	Iteration 43Q: 3 clusters Score -259515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -259517.984375 Penalty: 3930.698975
	Iteration 44Q: 3 clusters Score -259518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -259518.640625 Penalty: 3930.698975
	Iteration 45Q: 3 clusters Score -259518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -259519.218750 Penalty: 3930.698975
	Iteration 46Q: 3 clusters Score -259519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -259519.703125 Penalty: 3930.698975
	Iteration 47Q: 3 clusters Score -259519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -259520.296875 Penalty: 3930.698975
	Iteration 48Q: 3 clusters Score -259520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -259520.296875 Penalty: 3930.698975
	Iteration 49F: 3 clusters Score -259520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Entering Unmasked Estep 
Score: -1406880.375000 Penalty: 2370.795166
	Iteration 0F: 2 clusters Score -1406880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1396594.375000 Penalty: 4741.590332
	Iteration 0F: 3 clusters Score -1396594 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1399815.750000 Penalty: 4741.590332
	Iteration 1F: 3 clusters Score -1399816 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1400138.125000 Penalty: 4741.590332
	Iteration 2F: 3 clusters Score -1400138 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1400383.125000 Penalty: 4741.590332
	Iteration 3Q: 3 clusters Score -1400383 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1400567.125000 Penalty: 4741.590332
	Iteration 4Q: 3 clusters Score -1400567 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1400709.250000 Penalty: 4741.590332
	Iteration 5Q: 3 clusters Score -1400709 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1400845.875000 Penalty: 4741.590332
	Iteration 6Q: 3 clusters Score -1400846 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1400977.875000 Penalty: 4741.590332
	Iteration 7Q: 3 clusters Score -1400978 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1401091.625000 Penalty: 4741.590332
	Iteration 8Q: 3 clusters Score -1401092 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1401197.000000 Penalty: 4741.590332
	Iteration 9Q: 3 clusters Score -1401197 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1401278.125000 Penalty: 4741.590332
	Iteration 10Q: 3 clusters Score -1401278 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1401368.000000 Penalty: 4741.590332
	Iteration 11Q: 3 clusters Score -1401368 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1401449.500000 Penalty: 4741.590332
	Iteration 12Q: 3 clusters Score -1401450 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1401542.375000 Penalty: 4741.590332
	Iteration 13Q: 3 clusters Score -1401542 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1401655.000000 Penalty: 4741.590332
	Iteration 14Q: 3 clusters Score -1401655 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1401793.375000 Penalty: 4741.590332
	Iteration 15Q: 3 clusters Score -1401793 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1401963.500000 Penalty: 4741.590332
	Iteration 16Q: 3 clusters Score -1401964 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1402141.375000 Penalty: 4741.590332
	Iteration 17Q: 3 clusters Score -1402141 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1402387.000000 Penalty: 4741.590332
	Iteration 18Q: 3 clusters Score -1402387 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1402699.875000 Penalty: 4741.590332
	Iteration 19Q: 3 clusters Score -1402700 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1403021.875000 Penalty: 4741.590332
	Iteration 20F: 3 clusters Score -1403022 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1403334.625000 Penalty: 4741.590332
	Iteration 21Q: 3 clusters Score -1403335 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1403585.625000 Penalty: 4741.590332
	Iteration 22Q: 3 clusters Score -1403586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1403820.750000 Penalty: 4741.590332
	Iteration 23Q: 3 clusters Score -1403821 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1404000.625000 Penalty: 4741.590332
	Iteration 24Q: 3 clusters Score -1404001 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1404134.625000 Penalty: 4741.590332
	Iteration 25Q: 3 clusters Score -1404135 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1404226.625000 Penalty: 4741.590332
	Iteration 26Q: 3 clusters Score -1404227 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1404275.500000 Penalty: 4741.590332
	Iteration 27Q: 3 clusters Score -1404276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1404310.250000 Penalty: 4741.590332
	Iteration 28Q: 3 clusters Score -1404310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1404334.500000 Penalty: 4741.590332
	Iteration 29Q: 3 clusters Score -1404334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1404354.125000 Penalty: 4741.590332
	Iteration 30Q: 3 clusters Score -1404354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1404368.000000 Penalty: 4741.590332
	Iteration 31Q: 3 clusters Score -1404368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1404388.625000 Penalty: 4741.590332
	Iteration 32Q: 3 clusters Score -1404389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1404408.000000 Penalty: 4741.590332
	Iteration 33Q: 3 clusters Score -1404408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1404422.250000 Penalty: 4741.590332
	Iteration 34Q: 3 clusters Score -1404422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1404431.875000 Penalty: 4741.590332
	Iteration 35Q: 3 clusters Score -1404432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1404440.000000 Penalty: 4741.590332
	Iteration 36Q: 3 clusters Score -1404440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1404451.000000 Penalty: 4741.590332
	Iteration 37Q: 3 clusters Score -1404451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1404457.625000 Penalty: 4741.590332
	Iteration 38Q: 3 clusters Score -1404458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1404462.625000 Penalty: 4741.590332
	Iteration 39Q: 3 clusters Score -1404463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1404471.750000 Penalty: 4741.590332
	Iteration 40F: 3 clusters Score -1404472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1404483.750000 Penalty: 4741.590332
	Iteration 41Q: 3 clusters Score -1404484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1404484.125000 Penalty: 4741.590332
	Iteration 42Q: 3 clusters Score -1404484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1404487.875000 Penalty: 4741.590332
	Iteration 43Q: 3 clusters Score -1404488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1404491.375000 Penalty: 4741.590332
	Iteration 44Q: 3 clusters Score -1404491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1404491.875000 Penalty: 4741.590332
	Iteration 45Q: 3 clusters Score -1404492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1404495.500000 Penalty: 4741.590332
	Iteration 46Q: 3 clusters Score -1404496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1404497.625000 Penalty: 4741.590332
	Iteration 47Q: 3 clusters Score -1404498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1404497.000000 Penalty: 4741.590332
	Iteration 48Q: 3 clusters Score -1404497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1404496.250000 Penalty: 4741.590332
	Iteration 49Q: 3 clusters Score -1404496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1404498.500000 Penalty: 4741.590332
	Iteration 50Q: 3 clusters Score -1404498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1404497.125000 Penalty: 4741.590332
	Iteration 51Q: 3 clusters Score -1404497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1404501.125000 Penalty: 4741.590332
	Iteration 52Q: 3 clusters Score -1404501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1404502.875000 Penalty: 4741.590332
	Iteration 53Q: 3 clusters Score -1404503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1404505.125000 Penalty: 4741.590332
	Iteration 54Q: 3 clusters Score -1404505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1404505.250000 Penalty: 4741.590332
	Iteration 55Q: 3 clusters Score -1404505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1404505.750000 Penalty: 4741.590332
	Iteration 56Q: 3 clusters Score -1404506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1404507.625000 Penalty: 4741.590332
	Iteration 57Q: 3 clusters Score -1404508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1404506.250000 Penalty: 4741.590332
	Iteration 58Q: 3 clusters Score -1404506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1404505.375000 Penalty: 4741.590332
	Iteration 59Q: 3 clusters Score -1404505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1404505.500000 Penalty: 4741.590332
	Iteration 60F: 3 clusters Score -1404506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -38342.593750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -38342.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37050.769531 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -37050.77 nChanged 111
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: -37395.894531 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -37395.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37628.003906 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -37628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37754.488281 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -37754.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37798.414062 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -37798.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37828.781250 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -37828.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37849.902344 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -37849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37866.617188 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -37866.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37870.031250 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -37870.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37875.476562 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -37875.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37882.585938 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -37882.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37892.351562 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -37892.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37897.097656 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -37897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37897.597656 Penalty: 3049.640381
	Iteration 13F: 3 clusters Score -37897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37903.085938 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -37903.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37905.355469 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -37905.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37905.355469 Penalty: 3049.640381
	Iteration 16F: 3 clusters Score -37905.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -383893.781250 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -383893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -379983.406250 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -379983.4 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -380850.843750 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -380850.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -381038.156250 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -381038.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -381155.406250 Penalty: 4104.965332
	Iteration 3Q: 3 clusters Score -381155.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -381233.968750 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -381234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -381284.906250 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -381284.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -381328.500000 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -381328.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -381364.062500 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -381364.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -381390.750000 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -381390.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -381423.593750 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -381423.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -381453.000000 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -381453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -381481.812500 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -381481.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -381509.031250 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -381509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -381536.000000 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -381536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -381555.312500 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -381555.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -381569.031250 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -381569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -381581.218750 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -381581.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -381594.812500 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -381594.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -381606.375000 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -381606.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -381616.000000 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -381616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -381621.031250 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -381621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -381629.500000 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -381629.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -381639.437500 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -381639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -381646.312500 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -381646.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -381652.437500 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -381652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -381657.031250 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -381657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -381661.781250 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -381661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -381665.125000 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -381665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -381670.062500 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -381670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -381673.906250 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -381673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -381675.625000 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -381675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -381680.531250 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -381680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -381683.218750 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -381683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -381684.281250 Penalty: 4104.965332
	Iteration 33Q: 3 clusters Score -381684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -381685.968750 Penalty: 4104.965332
	Iteration 34Q: 3 clusters Score -381686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -381688.875000 Penalty: 4104.965332
	Iteration 35Q: 3 clusters Score -381688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -381690.406250 Penalty: 4104.965332
	Iteration 36Q: 3 clusters Score -381690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -381694.593750 Penalty: 4104.965332
	Iteration 37Q: 3 clusters Score -381694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -381698.875000 Penalty: 4104.965332
	Iteration 38Q: 3 clusters Score -381698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -381706.187500 Penalty: 4104.965332
	Iteration 39Q: 3 clusters Score -381706.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -381715.687500 Penalty: 4104.965332
	Iteration 40F: 3 clusters Score -381715.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -381729.625000 Penalty: 4104.965332
	Iteration 41Q: 3 clusters Score -381729.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -381740.187500 Penalty: 4104.965332
	Iteration 42Q: 3 clusters Score -381740.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -381751.593750 Penalty: 4104.965332
	Iteration 43Q: 3 clusters Score -381751.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -381769.062500 Penalty: 4104.965332
	Iteration 44Q: 3 clusters Score -381769.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -381789.562500 Penalty: 4104.965332
	Iteration 45Q: 3 clusters Score -381789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -381804.062500 Penalty: 4104.965332
	Iteration 46Q: 3 clusters Score -381804.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -381822.187500 Penalty: 4104.965332
	Iteration 47Q: 3 clusters Score -381822.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -381835.875000 Penalty: 4104.965332
	Iteration 48Q: 3 clusters Score -381835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -381851.843750 Penalty: 4104.965332
	Iteration 49Q: 3 clusters Score -381851.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -381868.125000 Penalty: 4104.965332
	Iteration 50Q: 3 clusters Score -381868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -381887.593750 Penalty: 4104.965332
	Iteration 51Q: 3 clusters Score -381887.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -381899.531250 Penalty: 4104.965332
	Iteration 52Q: 3 clusters Score -381899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -381905.906250 Penalty: 4104.965332
	Iteration 53Q: 3 clusters Score -381905.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -381914.687500 Penalty: 4104.965332
	Iteration 54Q: 3 clusters Score -381914.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -381923.343750 Penalty: 4104.965332
	Iteration 55Q: 3 clusters Score -381923.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -381931.843750 Penalty: 4104.965332
	Iteration 56Q: 3 clusters Score -381931.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -381937.843750 Penalty: 4104.965332
	Iteration 57Q: 3 clusters Score -381937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -381945.312500 Penalty: 4104.965332
	Iteration 58Q: 3 clusters Score -381945.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -381958.125000 Penalty: 4104.965332
	Iteration 59Q: 3 clusters Score -381958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -381968.968750 Penalty: 4104.965332
	Iteration 60F: 3 clusters Score -381969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -381976.906250 Penalty: 4104.965332
	Iteration 61Q: 3 clusters Score -381976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -381984.406250 Penalty: 4104.965332
	Iteration 62Q: 3 clusters Score -381984.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -381994.843750 Penalty: 4104.965332
	Iteration 63Q: 3 clusters Score -381994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -382001.718750 Penalty: 4104.965332
	Iteration 64Q: 3 clusters Score -382001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -382006.187500 Penalty: 4104.965332
	Iteration 65Q: 3 clusters Score -382006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -382008.187500 Penalty: 4104.965332
	Iteration 66Q: 3 clusters Score -382008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -382008.687500 Penalty: 4104.965332
	Iteration 67Q: 3 clusters Score -382008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -382010.875000 Penalty: 4104.965332
	Iteration 68Q: 3 clusters Score -382010.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -382011.562500 Penalty: 4104.965332
	Iteration 69Q: 3 clusters Score -382011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -382013.406250 Penalty: 4104.965332
	Iteration 70Q: 3 clusters Score -382013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -382016.093750 Penalty: 4104.965332
	Iteration 71Q: 3 clusters Score -382016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -382021.312500 Penalty: 4104.965332
	Iteration 72Q: 3 clusters Score -382021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -382024.687500 Penalty: 4104.965332
	Iteration 73Q: 3 clusters Score -382024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -382028.406250 Penalty: 4104.965332
	Iteration 74Q: 3 clusters Score -382028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -382030.718750 Penalty: 4104.965332
	Iteration 75Q: 3 clusters Score -382030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -382037.468750 Penalty: 4104.965332
	Iteration 76Q: 3 clusters Score -382037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -382043.968750 Penalty: 4104.965332
	Iteration 77Q: 3 clusters Score -382044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -382048.781250 Penalty: 4104.965332
	Iteration 78Q: 3 clusters Score -382048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -382056.250000 Penalty: 4104.965332
	Iteration 79Q: 3 clusters Score -382056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -382061.937500 Penalty: 4104.965332
	Iteration 80F: 3 clusters Score -382061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -382069.906250 Penalty: 4104.965332
	Iteration 81Q: 3 clusters Score -382069.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -382081.593750 Penalty: 4104.965332
	Iteration 82Q: 3 clusters Score -382081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -382088.437500 Penalty: 4104.965332
	Iteration 83Q: 3 clusters Score -382088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -382094.093750 Penalty: 4104.965332
	Iteration 84Q: 3 clusters Score -382094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -382103.468750 Penalty: 4104.965332
	Iteration 85Q: 3 clusters Score -382103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -382112.125000 Penalty: 4104.965332
	Iteration 86Q: 3 clusters Score -382112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -382119.468750 Penalty: 4104.965332
	Iteration 87Q: 3 clusters Score -382119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -382129.781250 Penalty: 4104.965332
	Iteration 88Q: 3 clusters Score -382129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -382138.625000 Penalty: 4104.965332
	Iteration 89Q: 3 clusters Score -382138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -382143.375000 Penalty: 4104.965332
	Iteration 90Q: 3 clusters Score -382143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -382149.156250 Penalty: 4104.965332
	Iteration 91Q: 3 clusters Score -382149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -382153.812500 Penalty: 4104.965332
	Iteration 92Q: 3 clusters Score -382153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -382155.906250 Penalty: 4104.965332
	Iteration 93Q: 3 clusters Score -382155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -382159.218750 Penalty: 4104.965332
	Iteration 94Q: 3 clusters Score -382159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -382159.156250 Penalty: 4104.965332
	Iteration 95Q: 3 clusters Score -382159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -382159.156250 Penalty: 4104.965332
	Iteration 96F: 3 clusters Score -382159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Entering Unmasked Estep 
Score: -597013.437500 Penalty: 2177.291992
	Iteration 0F: 2 clusters Score -597013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -591526.437500 Penalty: 4354.583984
	Iteration 0F: 3 clusters Score -591526.4 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -592909.125000 Penalty: 4354.583984
	Iteration 1F: 3 clusters Score -592909.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -593216.750000 Penalty: 4354.583984
	Iteration 2F: 3 clusters Score -593216.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -593494.812500 Penalty: 4354.583984
	Iteration 3F: 3 clusters Score -593494.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -593772.312500 Penalty: 4354.583984
	Iteration 4F: 3 clusters Score -593772.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -594119.687500 Penalty: 4354.583984
	Iteration 5F: 3 clusters Score -594119.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -594562.500000 Penalty: 4354.583984
	Iteration 6F: 3 clusters Score -594562.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -594986.250000 Penalty: 4354.583984
	Iteration 7F: 3 clusters Score -594986.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -595384.875000 Penalty: 4354.583984
	Iteration 8F: 3 clusters Score -595384.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -595705.687500 Penalty: 4354.583984
	Iteration 9F: 3 clusters Score -595705.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -595984.187500 Penalty: 4354.583984
	Iteration 10Q: 3 clusters Score -595984.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -596242.812500 Penalty: 4354.583984
	Iteration 11Q: 3 clusters Score -596242.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -596458.062500 Penalty: 4354.583984
	Iteration 12Q: 3 clusters Score -596458.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -596642.000000 Penalty: 4354.583984
	Iteration 13Q: 3 clusters Score -596642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -596769.000000 Penalty: 4354.583984
	Iteration 14Q: 3 clusters Score -596769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -596837.000000 Penalty: 4354.583984
	Iteration 15Q: 3 clusters Score -596837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596898.500000 Penalty: 4354.583984
	Iteration 16Q: 3 clusters Score -596898.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -596942.937500 Penalty: 4354.583984
	Iteration 17Q: 3 clusters Score -596942.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -596974.812500 Penalty: 4354.583984
	Iteration 18Q: 3 clusters Score -596974.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -596995.250000 Penalty: 4354.583984
	Iteration 19Q: 3 clusters Score -596995.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -597006.875000 Penalty: 4354.583984
	Iteration 20F: 3 clusters Score -597006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -597013.562500 Penalty: 4354.583984
	Iteration 21Q: 3 clusters Score -597013.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -597022.750000 Penalty: 4354.583984
	Iteration 22Q: 3 clusters Score -597022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -597026.062500 Penalty: 4354.583984
	Iteration 23Q: 3 clusters Score -597026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -597028.000000 Penalty: 4354.583984
	Iteration 24Q: 3 clusters Score -597028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -597032.000000 Penalty: 4354.583984
	Iteration 25Q: 3 clusters Score -597032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -597035.375000 Penalty: 4354.583984
	Iteration 26Q: 3 clusters Score -597035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -597037.062500 Penalty: 4354.583984
	Iteration 27Q: 3 clusters Score -597037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -597038.687500 Penalty: 4354.583984
	Iteration 28Q: 3 clusters Score -597038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -597039.250000 Penalty: 4354.583984
	Iteration 29Q: 3 clusters Score -597039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -597040.625000 Penalty: 4354.583984
	Iteration 30Q: 3 clusters Score -597040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -597042.187500 Penalty: 4354.583984
	Iteration 31Q: 3 clusters Score -597042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -597041.500000 Penalty: 4354.583984
	Iteration 32Q: 3 clusters Score -597041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -597041.500000 Penalty: 4354.583984
	Iteration 33F: 3 clusters Score -597041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 2518 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 2793 members 
Mstep: Class 59 contains 7142 members 
Mstep: Class 60 contains 7151 members 
Mstep: Class 61 contains 3706 members 
Entering Unmasked Estep 
Score: -84129344.000000 Penalty: 207598.437500
Splitting cluster 58 changes total score from -84129984.000000 to -84129344.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32432 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75389 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100529 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 2533 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84338 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37290 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 17695 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 19910 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2330 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 50306 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10176 members 
Mstep: Class 47 contains 2518 members 
Mstep: Class 48 contains 56653 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4767 members 
Mstep: Class 53 contains 1911 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14181 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3929 members 
Mstep: Class 58 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84131760.000000 Penalty: 204195.187500
Iteration 159Q: 61 clusters Score -8.413176e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 32447 members 
Mstep: Class 3 contains 5620 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75446 members 
Mstep: Class 6 contains 10916 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 115816 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100385 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 1248 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 5357 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84567 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6766 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37679 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15790 members 
Mstep: Class 34 contains 10807 members 
Mstep: Class 35 contains 17534 members 
Mstep: Class 36 contains 5370 members 
Mstep: Class 37 contains 8173 members 
Mstep: Class 38 contains 19914 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2332 members 
Mstep: Class 42 contains 6235 members 
Mstep: Class 43 contains 50317 members 
Mstep: Class 44 contains 5325 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10145 members 
Mstep: Class 47 contains 2802 members 
Mstep: Class 48 contains 56558 members 
Mstep: Class 49 contains 22696 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4768 members 
Mstep: Class 53 contains 1908 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14189 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3935 members 
Mstep: Class 58 contains 6459 members 
Mstep: Class 59 contains 7052 members 
Mstep: Class 60 contains 7015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84133072.000000 Penalty: 204195.187500
Iteration 160F: 61 clusters Score -8.413307e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 32439 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75415 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4868 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 9898 members 
Mstep: Class 11 contains 115807 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100286 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 2510 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 5330 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84611 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 3541 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 37622 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15787 members 
Mstep: Class 34 contains 10803 members 
Mstep: Class 35 contains 17398 members 
Mstep: Class 36 contains 5373 members 
Mstep: Class 37 contains 8152 members 
Mstep: Class 38 contains 20013 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2327 members 
Mstep: Class 42 contains 6239 members 
Mstep: Class 43 contains 50326 members 
Mstep: Class 44 contains 5325 members 
Mstep: Class 45 contains 1236 members 
Mstep: Class 46 contains 10145 members 
Mstep: Class 47 contains 3032 members 
Mstep: Class 48 contains 56456 members 
Mstep: Class 49 contains 22693 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4765 members 
Mstep: Class 53 contains 1908 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14219 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3932 members 
Mstep: Class 58 contains 6420 members 
Mstep: Class 59 contains 7431 members 
Mstep: Class 60 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84133736.000000 Penalty: 204195.187500
Iteration 161Q: 61 clusters Score -8.413374e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 32430 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75382 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 115803 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 100218 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 5313 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84651 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6580 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 37654 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15792 members 
Mstep: Class 34 contains 10803 members 
Mstep: Class 35 contains 17264 members 
Mstep: Class 36 contains 5373 members 
Mstep: Class 37 contains 8122 members 
Mstep: Class 38 contains 20133 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2323 members 
Mstep: Class 42 contains 6248 members 
Mstep: Class 43 contains 50329 members 
Mstep: Class 44 contains 5326 members 
Mstep: Class 45 contains 1235 members 
Mstep: Class 46 contains 10144 members 
Mstep: Class 47 contains 3227 members 
Mstep: Class 48 contains 56350 members 
Mstep: Class 49 contains 22693 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4755 members 
Mstep: Class 53 contains 1914 members 
Mstep: Class 54 contains 2772 members 
Mstep: Class 55 contains 14239 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3933 members 
Mstep: Class 58 contains 6390 members 
Mstep: Class 59 contains 7607 members 
Mstep: Class 60 contains 7054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134104.000000 Penalty: 204195.187500
Iteration 162Q: 61 clusters Score -8.41341e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 32434 members 
Mstep: Class 3 contains 5417 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 75362 members 
Mstep: Class 6 contains 10884 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 10 contains 9878 members 
Mstep: Class 11 contains 115796 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11865 members 
Mstep: Class 16 contains 100194 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84664 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4084 members 
Mstep: Class 28 contains 6541 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 37676 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15796 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 17139 members 
Mstep: Class 36 contains 5377 members 
Mstep: Class 37 contains 8110 members 
Mstep: Class 38 contains 20177 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5375 members 
Mstep: Class 41 contains 2325 members 
Mstep: Class 42 contains 6255 members 
Mstep: Class 43 contains 50334 members 
Mstep: Class 44 contains 5325 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10139 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 56243 members 
Mstep: Class 49 contains 22688 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4751 members 
Mstep: Class 53 contains 1924 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14272 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3926 members 
Mstep: Class 58 contains 6366 members 
Mstep: Class 59 contains 7735 members 
Mstep: Class 60 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134264.000000 Penalty: 204195.187500
Iteration 163Q: 61 clusters Score -8.413426e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 32428 members 
Mstep: Class 3 contains 5366 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 75338 members 
Mstep: Class 6 contains 10883 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4863 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 9889 members 
Mstep: Class 11 contains 115794 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11864 members 
Mstep: Class 16 contains 100191 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84677 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 6492 members 
Mstep: Class 29 contains 3546 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37679 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15799 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 17032 members 
Mstep: Class 36 contains 5378 members 
Mstep: Class 37 contains 8102 members 
Mstep: Class 38 contains 20223 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2327 members 
Mstep: Class 42 contains 6261 members 
Mstep: Class 43 contains 50339 members 
Mstep: Class 44 contains 5325 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10132 members 
Mstep: Class 47 contains 3531 members 
Mstep: Class 48 contains 56143 members 
Mstep: Class 49 contains 22676 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4743 members 
Mstep: Class 53 contains 1935 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14303 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3922 members 
Mstep: Class 58 contains 6355 members 
Mstep: Class 59 contains 7842 members 
Mstep: Class 60 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134544.000000 Penalty: 204195.187500
Iteration 164Q: 61 clusters Score -8.413454e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 32421 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 75317 members 
Mstep: Class 6 contains 10869 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 9896 members 
Mstep: Class 11 contains 115798 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11863 members 
Mstep: Class 16 contains 100183 members 
Mstep: Class 17 contains 12867 members 
Mstep: Class 18 contains 1343 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 5304 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4079 members 
Mstep: Class 28 contains 6450 members 
Mstep: Class 29 contains 3543 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15805 members 
Mstep: Class 34 contains 10798 members 
Mstep: Class 35 contains 16911 members 
Mstep: Class 36 contains 5387 members 
Mstep: Class 37 contains 8096 members 
Mstep: Class 38 contains 20301 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2331 members 
Mstep: Class 42 contains 6269 members 
Mstep: Class 43 contains 50338 members 
Mstep: Class 44 contains 5325 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10127 members 
Mstep: Class 47 contains 3648 members 
Mstep: Class 48 contains 56074 members 
Mstep: Class 49 contains 22669 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4739 members 
Mstep: Class 53 contains 1948 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14320 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3918 members 
Mstep: Class 58 contains 6346 members 
Mstep: Class 59 contains 7910 members 
Mstep: Class 60 contains 7078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134944.000000 Penalty: 204195.187500
Iteration 165Q: 61 clusters Score -8.413494e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 32418 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 75306 members 
Mstep: Class 6 contains 10859 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 11 contains 115792 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 100168 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2935 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84724 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 6425 members 
Mstep: Class 29 contains 3546 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37687 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15808 members 
Mstep: Class 34 contains 10798 members 
Mstep: Class 35 contains 16813 members 
Mstep: Class 36 contains 5399 members 
Mstep: Class 37 contains 8092 members 
Mstep: Class 38 contains 20356 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2336 members 
Mstep: Class 42 contains 6281 members 
Mstep: Class 43 contains 50337 members 
Mstep: Class 44 contains 5324 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10129 members 
Mstep: Class 47 contains 3735 members 
Mstep: Class 48 contains 56010 members 
Mstep: Class 49 contains 22666 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4728 members 
Mstep: Class 53 contains 1965 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14330 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3917 members 
Mstep: Class 58 contains 6335 members 
Mstep: Class 59 contains 7980 members 
Mstep: Class 60 contains 7087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134968.000000 Penalty: 204195.187500
Iteration 166Q: 61 clusters Score -8.413497e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 32418 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 75291 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 115790 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 100143 members 
Mstep: Class 17 contains 12871 members 
Mstep: Class 18 contains 1413 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 5305 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84749 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4074 members 
Mstep: Class 28 contains 6394 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37670 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15812 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 16731 members 
Mstep: Class 36 contains 5411 members 
Mstep: Class 37 contains 8095 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2340 members 
Mstep: Class 42 contains 6297 members 
Mstep: Class 43 contains 50348 members 
Mstep: Class 44 contains 5320 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10143 members 
Mstep: Class 47 contains 3794 members 
Mstep: Class 48 contains 55954 members 
Mstep: Class 49 contains 22655 members 
Mstep: Class 50 contains 1748 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4712 members 
Mstep: Class 53 contains 1982 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14338 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3915 members 
Mstep: Class 58 contains 6327 members 
Mstep: Class 59 contains 8054 members 
Mstep: Class 60 contains 7097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134960.000000 Penalty: 204195.187500
Iteration 167Q: 61 clusters Score -8.413496e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 32417 members 
Mstep: Class 3 contains 5243 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 75279 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4861 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 115791 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 100142 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2931 members 
Mstep: Class 22 contains 5305 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84756 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4073 members 
Mstep: Class 28 contains 6349 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 3548 members 
Mstep: Class 31 contains 37657 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15815 members 
Mstep: Class 34 contains 10804 members 
Mstep: Class 35 contains 16636 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 8088 members 
Mstep: Class 38 contains 20480 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2343 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 50353 members 
Mstep: Class 44 contains 5318 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10161 members 
Mstep: Class 47 contains 3838 members 
Mstep: Class 48 contains 55914 members 
Mstep: Class 49 contains 22651 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4705 members 
Mstep: Class 53 contains 2000 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14351 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3914 members 
Mstep: Class 58 contains 6319 members 
Mstep: Class 59 contains 8115 members 
Mstep: Class 60 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84135232.000000 Penalty: 204195.187500
Iteration 168Q: 61 clusters Score -8.413523e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 32419 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 75271 members 
Mstep: Class 6 contains 10788 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4862 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 115785 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100117 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1511 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84762 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 6326 members 
Mstep: Class 29 contains 3541 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 37644 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15816 members 
Mstep: Class 34 contains 10811 members 
Mstep: Class 35 contains 16561 members 
Mstep: Class 36 contains 5432 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 20540 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6320 members 
Mstep: Class 43 contains 50359 members 
Mstep: Class 44 contains 5314 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 10173 members 
Mstep: Class 47 contains 3884 members 
Mstep: Class 48 contains 55881 members 
Mstep: Class 49 contains 22645 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4688 members 
Mstep: Class 53 contains 2019 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14361 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3908 members 
Mstep: Class 58 contains 6312 members 
Mstep: Class 59 contains 8166 members 
Mstep: Class 60 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84135328.000000 Penalty: 204195.187500
Iteration 169Q: 61 clusters Score -8.413533e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 32418 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 75265 members 
Mstep: Class 6 contains 10777 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 115779 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 100081 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84772 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 6320 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 37630 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15816 members 
Mstep: Class 34 contains 10813 members 
Mstep: Class 35 contains 16493 members 
Mstep: Class 36 contains 5445 members 
Mstep: Class 37 contains 8072 members 
Mstep: Class 38 contains 20581 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2354 members 
Mstep: Class 42 contains 6328 members 
Mstep: Class 43 contains 50362 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 1235 members 
Mstep: Class 46 contains 10185 members 
Mstep: Class 47 contains 3921 members 
Mstep: Class 48 contains 55863 members 
Mstep: Class 49 contains 22639 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4672 members 
Mstep: Class 53 contains 2045 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14369 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3896 members 
Mstep: Class 58 contains 6303 members 
Mstep: Class 59 contains 8206 members 
Mstep: Class 60 contains 7106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84135368.000000 Penalty: 204195.187500
Iteration 170Q: 61 clusters Score -8.413537e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 32417 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75248 members 
Mstep: Class 6 contains 10766 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 5193 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 115772 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11856 members 
Mstep: Class 16 contains 100034 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84771 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 3511 members 
Mstep: Class 30 contains 3546 members 
Mstep: Class 31 contains 37620 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10812 members 
Mstep: Class 35 contains 16441 members 
Mstep: Class 36 contains 5455 members 
Mstep: Class 37 contains 8065 members 
Mstep: Class 38 contains 20615 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2359 members 
Mstep: Class 42 contains 6337 members 
Mstep: Class 43 contains 50370 members 
Mstep: Class 44 contains 5312 members 
Mstep: Class 45 contains 1235 members 
Mstep: Class 46 contains 10200 members 
Mstep: Class 47 contains 3954 members 
Mstep: Class 48 contains 55851 members 
Mstep: Class 49 contains 22644 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4662 members 
Mstep: Class 53 contains 2087 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14379 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6298 members 
Mstep: Class 59 contains 8246 members 
Mstep: Class 60 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84135568.000000 Penalty: 204195.187500
Iteration 171Q: 61 clusters Score -8.413557e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 32414 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 75234 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 115768 members 
Mstep: Class 12 contains 7099 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 100028 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84771 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 6311 members 
Mstep: Class 29 contains 3484 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37604 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10809 members 
Mstep: Class 35 contains 16375 members 
Mstep: Class 36 contains 5462 members 
Mstep: Class 37 contains 8064 members 
Mstep: Class 38 contains 20641 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5380 members 
Mstep: Class 41 contains 2359 members 
Mstep: Class 42 contains 6345 members 
Mstep: Class 43 contains 50376 members 
Mstep: Class 44 contains 5308 members 
Mstep: Class 45 contains 1233 members 
Mstep: Class 46 contains 10209 members 
Mstep: Class 47 contains 3980 members 
Mstep: Class 48 contains 55831 members 
Mstep: Class 49 contains 22639 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4648 members 
Mstep: Class 53 contains 2137 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14389 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3870 members 
Mstep: Class 58 contains 6293 members 
Mstep: Class 59 contains 8297 members 
Mstep: Class 60 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136048.000000 Penalty: 204195.187500
Iteration 172Q: 61 clusters Score -8.413605e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 32407 members 
Mstep: Class 3 contains 5213 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 75221 members 
Mstep: Class 6 contains 10734 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 115765 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 100027 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 3813 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84769 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4072 members 
Mstep: Class 28 contains 6313 members 
Mstep: Class 29 contains 3464 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37595 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 16323 members 
Mstep: Class 36 contains 5469 members 
Mstep: Class 37 contains 8061 members 
Mstep: Class 38 contains 20680 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 2360 members 
Mstep: Class 42 contains 6351 members 
Mstep: Class 43 contains 50380 members 
Mstep: Class 44 contains 5301 members 
Mstep: Class 45 contains 1231 members 
Mstep: Class 46 contains 10205 members 
Mstep: Class 47 contains 4002 members 
Mstep: Class 48 contains 55802 members 
Mstep: Class 49 contains 22638 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4638 members 
Mstep: Class 53 contains 2180 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14395 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3867 members 
Mstep: Class 58 contains 6289 members 
Mstep: Class 59 contains 8341 members 
Mstep: Class 60 contains 7106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136032.000000 Penalty: 204195.187500
Iteration 173Q: 61 clusters Score -8.413603e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 32406 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 75204 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 115766 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 100028 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84763 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6312 members 
Mstep: Class 29 contains 3444 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37579 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15826 members 
Mstep: Class 34 contains 10807 members 
Mstep: Class 35 contains 16286 members 
Mstep: Class 36 contains 5478 members 
Mstep: Class 37 contains 8053 members 
Mstep: Class 38 contains 20733 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5383 members 
Mstep: Class 41 contains 2358 members 
Mstep: Class 42 contains 6357 members 
Mstep: Class 43 contains 50377 members 
Mstep: Class 44 contains 5296 members 
Mstep: Class 45 contains 1230 members 
Mstep: Class 46 contains 10203 members 
Mstep: Class 47 contains 4029 members 
Mstep: Class 48 contains 55781 members 
Mstep: Class 49 contains 22629 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4628 members 
Mstep: Class 53 contains 2216 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14402 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3863 members 
Mstep: Class 58 contains 6281 members 
Mstep: Class 59 contains 8372 members 
Mstep: Class 60 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136368.000000 Penalty: 204195.187500
Iteration 174Q: 61 clusters Score -8.413637e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 32404 members 
Mstep: Class 3 contains 5203 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75196 members 
Mstep: Class 6 contains 10717 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4854 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 9880 members 
Mstep: Class 11 contains 115764 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11849 members 
Mstep: Class 16 contains 100019 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84756 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6307 members 
Mstep: Class 29 contains 3443 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37554 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15828 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 16262 members 
Mstep: Class 36 contains 5493 members 
Mstep: Class 37 contains 8044 members 
Mstep: Class 38 contains 20772 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 2355 members 
Mstep: Class 42 contains 6357 members 
Mstep: Class 43 contains 50382 members 
Mstep: Class 44 contains 5295 members 
Mstep: Class 45 contains 1227 members 
Mstep: Class 46 contains 10195 members 
Mstep: Class 47 contains 4057 members 
Mstep: Class 48 contains 55760 members 
Mstep: Class 49 contains 22637 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4619 members 
Mstep: Class 53 contains 2242 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14411 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3861 members 
Mstep: Class 58 contains 6271 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136488.000000 Penalty: 204195.187500
Iteration 175Q: 61 clusters Score -8.413649e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 32403 members 
Mstep: Class 3 contains 5196 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75181 members 
Mstep: Class 6 contains 10706 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 115765 members 
Mstep: Class 12 contains 7088 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11844 members 
Mstep: Class 16 contains 100020 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84747 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6294 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37535 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15828 members 
Mstep: Class 34 contains 10811 members 
Mstep: Class 35 contains 16244 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 8030 members 
Mstep: Class 38 contains 20816 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6358 members 
Mstep: Class 43 contains 50386 members 
Mstep: Class 44 contains 5295 members 
Mstep: Class 45 contains 1225 members 
Mstep: Class 46 contains 10179 members 
Mstep: Class 47 contains 4087 members 
Mstep: Class 48 contains 55739 members 
Mstep: Class 49 contains 22635 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4611 members 
Mstep: Class 53 contains 2270 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14418 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3854 members 
Mstep: Class 58 contains 6262 members 
Mstep: Class 59 contains 8436 members 
Mstep: Class 60 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136456.000000 Penalty: 204195.187500
Iteration 176Q: 61 clusters Score -8.413646e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 32404 members 
Mstep: Class 3 contains 5189 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75175 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5177 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 115766 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11837 members 
Mstep: Class 16 contains 99992 members 
Mstep: Class 17 contains 12871 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84737 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6266 members 
Mstep: Class 29 contains 3460 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37505 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15828 members 
Mstep: Class 34 contains 10812 members 
Mstep: Class 35 contains 16219 members 
Mstep: Class 36 contains 5508 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 20871 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6362 members 
Mstep: Class 43 contains 50401 members 
Mstep: Class 44 contains 5295 members 
Mstep: Class 45 contains 1223 members 
Mstep: Class 46 contains 10194 members 
Mstep: Class 47 contains 4112 members 
Mstep: Class 48 contains 55726 members 
Mstep: Class 49 contains 22638 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4604 members 
Mstep: Class 53 contains 2285 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14427 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3837 members 
Mstep: Class 58 contains 6252 members 
Mstep: Class 59 contains 8471 members 
Mstep: Class 60 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84136760.000000 Penalty: 204195.187500
Iteration 177Q: 61 clusters Score -8.413676e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 32400 members 
Mstep: Class 3 contains 5175 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75166 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5174 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 115768 members 
Mstep: Class 12 contains 7080 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 99954 members 
Mstep: Class 17 contains 12871 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 2921 members 
Mstep: Class 22 contains 5307 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84718 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 3477 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 37468 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15829 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 16192 members 
Mstep: Class 36 contains 5513 members 
Mstep: Class 37 contains 8030 members 
Mstep: Class 38 contains 20929 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6367 members 
Mstep: Class 43 contains 50411 members 
Mstep: Class 44 contains 5294 members 
Mstep: Class 45 contains 1221 members 
Mstep: Class 46 contains 10208 members 
Mstep: Class 47 contains 4136 members 
Mstep: Class 48 contains 55723 members 
Mstep: Class 49 contains 22639 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4598 members 
Mstep: Class 53 contains 2300 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14436 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3832 members 
Mstep: Class 58 contains 6245 members 
Mstep: Class 59 contains 8512 members 
Mstep: Class 60 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137104.000000 Penalty: 204195.187500
Iteration 178Q: 61 clusters Score -8.41371e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 32399 members 
Mstep: Class 3 contains 5170 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75157 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5172 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 11 contains 115775 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 16 contains 99915 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 5309 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6238 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 3544 members 
Mstep: Class 31 contains 37439 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15829 members 
Mstep: Class 34 contains 10815 members 
Mstep: Class 35 contains 16156 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 8032 members 
Mstep: Class 38 contains 20971 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 50420 members 
Mstep: Class 44 contains 5292 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10223 members 
Mstep: Class 47 contains 4157 members 
Mstep: Class 48 contains 55723 members 
Mstep: Class 49 contains 22639 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4593 members 
Mstep: Class 53 contains 2308 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14443 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3832 members 
Mstep: Class 58 contains 6236 members 
Mstep: Class 59 contains 8536 members 
Mstep: Class 60 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137152.000000 Penalty: 204195.187500
Iteration 179Q: 61 clusters Score -8.413715e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32398 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75153 members 
Mstep: Class 6 contains 10634 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5173 members 
Mstep: Class 10 contains 9983 members 
Mstep: Class 11 contains 115784 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 99888 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84699 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6230 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 37406 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10817 members 
Mstep: Class 35 contains 16132 members 
Mstep: Class 36 contains 5519 members 
Mstep: Class 37 contains 8038 members 
Mstep: Class 38 contains 21021 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5381 members 
Mstep: Class 41 contains 2344 members 
Mstep: Class 42 contains 6379 members 
Mstep: Class 43 contains 50428 members 
Mstep: Class 44 contains 5289 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10236 members 
Mstep: Class 47 contains 4175 members 
Mstep: Class 48 contains 55713 members 
Mstep: Class 49 contains 22637 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4585 members 
Mstep: Class 53 contains 2315 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14448 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3825 members 
Mstep: Class 58 contains 6234 members 
Mstep: Class 59 contains 8556 members 
Mstep: Class 60 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137048.000000 Penalty: 204195.187500
Iteration 180F: 61 clusters Score -8.413705e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32396 members 
Mstep: Class 3 contains 5158 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75149 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5172 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 115788 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 16 contains 99860 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1837 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 3800 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84693 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6232 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 37372 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10821 members 
Mstep: Class 35 contains 16109 members 
Mstep: Class 36 contains 5523 members 
Mstep: Class 37 contains 8031 members 
Mstep: Class 38 contains 21080 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5380 members 
Mstep: Class 41 contains 2343 members 
Mstep: Class 42 contains 6384 members 
Mstep: Class 43 contains 50430 members 
Mstep: Class 44 contains 5286 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10249 members 
Mstep: Class 47 contains 4190 members 
Mstep: Class 48 contains 55709 members 
Mstep: Class 49 contains 22636 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4574 members 
Mstep: Class 53 contains 2319 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14446 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3826 members 
Mstep: Class 58 contains 6230 members 
Mstep: Class 59 contains 8573 members 
Mstep: Class 60 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137000.000000 Penalty: 204195.187500
Iteration 181Q: 61 clusters Score -8.4137e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 32392 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75148 members 
Mstep: Class 6 contains 10613 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 10037 members 
Mstep: Class 11 contains 115789 members 
Mstep: Class 12 contains 7072 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 99838 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5305 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84684 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6228 members 
Mstep: Class 29 contains 3529 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 37330 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10824 members 
Mstep: Class 35 contains 16075 members 
Mstep: Class 36 contains 5523 members 
Mstep: Class 37 contains 8036 members 
Mstep: Class 38 contains 21146 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5380 members 
Mstep: Class 41 contains 2346 members 
Mstep: Class 42 contains 6390 members 
Mstep: Class 43 contains 50433 members 
Mstep: Class 44 contains 5283 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10257 members 
Mstep: Class 47 contains 4204 members 
Mstep: Class 48 contains 55702 members 
Mstep: Class 49 contains 22635 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4565 members 
Mstep: Class 53 contains 2324 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14449 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3825 members 
Mstep: Class 58 contains 6226 members 
Mstep: Class 59 contains 8587 members 
Mstep: Class 60 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137104.000000 Penalty: 204195.187500
Iteration 182Q: 61 clusters Score -8.41371e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32390 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 75146 members 
Mstep: Class 6 contains 10600 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 10058 members 
Mstep: Class 11 contains 115785 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 11823 members 
Mstep: Class 16 contains 99823 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 3806 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84686 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6214 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 3542 members 
Mstep: Class 31 contains 37293 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15826 members 
Mstep: Class 34 contains 10825 members 
Mstep: Class 35 contains 16032 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 8039 members 
Mstep: Class 38 contains 21211 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2346 members 
Mstep: Class 42 contains 6394 members 
Mstep: Class 43 contains 50436 members 
Mstep: Class 44 contains 5278 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10267 members 
Mstep: Class 47 contains 4217 members 
Mstep: Class 48 contains 55687 members 
Mstep: Class 49 contains 22635 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4565 members 
Mstep: Class 53 contains 2326 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14454 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3819 members 
Mstep: Class 58 contains 6223 members 
Mstep: Class 59 contains 8603 members 
Mstep: Class 60 contains 7110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137136.000000 Penalty: 204195.187500
Iteration 183Q: 61 clusters Score -8.413714e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 32386 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 75137 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 115787 members 
Mstep: Class 12 contains 7068 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 99814 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84684 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6209 members 
Mstep: Class 29 contains 3563 members 
Mstep: Class 30 contains 3541 members 
Mstep: Class 31 contains 37267 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15826 members 
Mstep: Class 34 contains 10826 members 
Mstep: Class 35 contains 16001 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21259 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2345 members 
Mstep: Class 42 contains 6396 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5276 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10281 members 
Mstep: Class 47 contains 4225 members 
Mstep: Class 48 contains 55672 members 
Mstep: Class 49 contains 22641 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4559 members 
Mstep: Class 53 contains 2327 members 
Mstep: Class 54 contains 2775 members 
Mstep: Class 55 contains 14452 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3824 members 
Mstep: Class 58 contains 6221 members 
Mstep: Class 59 contains 8618 members 
Mstep: Class 60 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137088.000000 Penalty: 204195.187500
Iteration 184Q: 61 clusters Score -8.413709e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 32386 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 75132 members 
Mstep: Class 6 contains 10582 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4849 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 10089 members 
Mstep: Class 11 contains 115792 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11819 members 
Mstep: Class 16 contains 99799 members 
Mstep: Class 17 contains 12865 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 3807 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84684 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6210 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37239 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10830 members 
Mstep: Class 35 contains 15971 members 
Mstep: Class 36 contains 5526 members 
Mstep: Class 37 contains 8017 members 
Mstep: Class 38 contains 21300 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2346 members 
Mstep: Class 42 contains 6402 members 
Mstep: Class 43 contains 50439 members 
Mstep: Class 44 contains 5274 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10287 members 
Mstep: Class 47 contains 4233 members 
Mstep: Class 48 contains 55668 members 
Mstep: Class 49 contains 22644 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4552 members 
Mstep: Class 53 contains 2328 members 
Mstep: Class 54 contains 2776 members 
Mstep: Class 55 contains 14455 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3826 members 
Mstep: Class 58 contains 6220 members 
Mstep: Class 59 contains 8640 members 
Mstep: Class 60 contains 7114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137064.000000 Penalty: 204195.187500
Iteration 185Q: 61 clusters Score -8.413706e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 75127 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4848 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 10106 members 
Mstep: Class 11 contains 115790 members 
Mstep: Class 12 contains 7060 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11815 members 
Mstep: Class 16 contains 99797 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 2268 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5301 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84688 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6208 members 
Mstep: Class 29 contains 3585 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37213 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10830 members 
Mstep: Class 35 contains 15955 members 
Mstep: Class 36 contains 5524 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 21333 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2347 members 
Mstep: Class 42 contains 6406 members 
Mstep: Class 43 contains 50437 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10289 members 
Mstep: Class 47 contains 4242 members 
Mstep: Class 48 contains 55664 members 
Mstep: Class 49 contains 22649 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4543 members 
Mstep: Class 53 contains 2330 members 
Mstep: Class 54 contains 2776 members 
Mstep: Class 55 contains 14459 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3825 members 
Mstep: Class 58 contains 6219 members 
Mstep: Class 59 contains 8657 members 
Mstep: Class 60 contains 7116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137232.000000 Penalty: 204195.187500
Iteration 186Q: 61 clusters Score -8.413723e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32384 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 75123 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 115795 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11813 members 
Mstep: Class 16 contains 99793 members 
Mstep: Class 17 contains 12865 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84689 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6204 members 
Mstep: Class 29 contains 3598 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37184 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15826 members 
Mstep: Class 34 contains 10832 members 
Mstep: Class 35 contains 15943 members 
Mstep: Class 36 contains 5526 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 21362 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2347 members 
Mstep: Class 42 contains 6407 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10293 members 
Mstep: Class 47 contains 4248 members 
Mstep: Class 48 contains 55651 members 
Mstep: Class 49 contains 22643 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4542 members 
Mstep: Class 53 contains 2332 members 
Mstep: Class 54 contains 2776 members 
Mstep: Class 55 contains 14458 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3825 members 
Mstep: Class 58 contains 6214 members 
Mstep: Class 59 contains 8672 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137288.000000 Penalty: 204195.187500
Iteration 187Q: 61 clusters Score -8.413729e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32385 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 75124 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 10120 members 
Mstep: Class 11 contains 115797 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 99777 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84688 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6205 members 
Mstep: Class 29 contains 3607 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37164 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15828 members 
Mstep: Class 34 contains 10833 members 
Mstep: Class 35 contains 15929 members 
Mstep: Class 36 contains 5529 members 
Mstep: Class 37 contains 7997 members 
Mstep: Class 38 contains 21392 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6411 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10298 members 
Mstep: Class 47 contains 4252 members 
Mstep: Class 48 contains 55642 members 
Mstep: Class 49 contains 22643 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 2334 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14460 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3825 members 
Mstep: Class 58 contains 6208 members 
Mstep: Class 59 contains 8682 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137296.000000 Penalty: 204195.187500
Iteration 188Q: 61 clusters Score -8.41373e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32384 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 75120 members 
Mstep: Class 6 contains 10558 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 10119 members 
Mstep: Class 11 contains 115796 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11810 members 
Mstep: Class 16 contains 99767 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84695 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6206 members 
Mstep: Class 29 contains 3617 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37137 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15828 members 
Mstep: Class 34 contains 10834 members 
Mstep: Class 35 contains 15918 members 
Mstep: Class 36 contains 5534 members 
Mstep: Class 37 contains 7995 members 
Mstep: Class 38 contains 21422 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10303 members 
Mstep: Class 47 contains 4254 members 
Mstep: Class 48 contains 55639 members 
Mstep: Class 49 contains 22642 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4535 members 
Mstep: Class 53 contains 2334 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14461 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3825 members 
Mstep: Class 58 contains 6206 members 
Mstep: Class 59 contains 8693 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137400.000000 Penalty: 204195.187500
Iteration 189Q: 61 clusters Score -8.41374e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 75120 members 
Mstep: Class 6 contains 10555 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 115797 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 11808 members 
Mstep: Class 16 contains 99753 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 3806 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84700 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6201 members 
Mstep: Class 29 contains 3623 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37117 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 10837 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 5534 members 
Mstep: Class 37 contains 7990 members 
Mstep: Class 38 contains 21443 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6420 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 4256 members 
Mstep: Class 48 contains 55639 members 
Mstep: Class 49 contains 22640 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4538 members 
Mstep: Class 53 contains 2334 members 
Mstep: Class 54 contains 2774 members 
Mstep: Class 55 contains 14463 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3824 members 
Mstep: Class 58 contains 6203 members 
Mstep: Class 59 contains 8705 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137432.000000 Penalty: 204195.187500
Iteration 190Q: 61 clusters Score -8.413743e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 75117 members 
Mstep: Class 6 contains 10552 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 115798 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 99738 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1906 members 
Mstep: Class 19 contains 2238 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6198 members 
Mstep: Class 29 contains 3628 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37105 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 10836 members 
Mstep: Class 35 contains 15893 members 
Mstep: Class 36 contains 5538 members 
Mstep: Class 37 contains 7990 members 
Mstep: Class 38 contains 21463 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10321 members 
Mstep: Class 47 contains 4255 members 
Mstep: Class 48 contains 55631 members 
Mstep: Class 49 contains 22636 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 2334 members 
Mstep: Class 54 contains 2773 members 
Mstep: Class 55 contains 14470 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3822 members 
Mstep: Class 58 contains 6201 members 
Mstep: Class 59 contains 8712 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137296.000000 Penalty: 204195.187500
Iteration 191Q: 61 clusters Score -8.41373e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 75116 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 115799 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11805 members 
Mstep: Class 16 contains 99721 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1917 members 
Mstep: Class 19 contains 2235 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6201 members 
Mstep: Class 29 contains 3629 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37088 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 10837 members 
Mstep: Class 35 contains 15881 members 
Mstep: Class 36 contains 5542 members 
Mstep: Class 37 contains 7989 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10325 members 
Mstep: Class 47 contains 4256 members 
Mstep: Class 48 contains 55628 members 
Mstep: Class 49 contains 22630 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4535 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2771 members 
Mstep: Class 55 contains 14473 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6194 members 
Mstep: Class 59 contains 8717 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137296.000000 Penalty: 204195.187500
Iteration 192Q: 61 clusters Score -8.41373e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 32382 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75115 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 115799 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 99705 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1932 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6208 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37078 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 10838 members 
Mstep: Class 35 contains 15864 members 
Mstep: Class 36 contains 5546 members 
Mstep: Class 37 contains 7997 members 
Mstep: Class 38 contains 21500 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6437 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10331 members 
Mstep: Class 47 contains 4256 members 
Mstep: Class 48 contains 55628 members 
Mstep: Class 49 contains 22627 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4533 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2771 members 
Mstep: Class 55 contains 14474 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6188 members 
Mstep: Class 59 contains 8720 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137464.000000 Penalty: 204195.187500
Iteration 193Q: 61 clusters Score -8.413746e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75114 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 10136 members 
Mstep: Class 11 contains 115800 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 99694 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 2223 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84705 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 3637 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37070 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15828 members 
Mstep: Class 34 contains 10838 members 
Mstep: Class 35 contains 15848 members 
Mstep: Class 36 contains 5552 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 21508 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6439 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5273 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10336 members 
Mstep: Class 47 contains 4257 members 
Mstep: Class 48 contains 55621 members 
Mstep: Class 49 contains 22628 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4523 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2772 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6186 members 
Mstep: Class 59 contains 8721 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137480.000000 Penalty: 204195.187500
Iteration 194Q: 61 clusters Score -8.413748e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32381 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75112 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10137 members 
Mstep: Class 11 contains 115802 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 11799 members 
Mstep: Class 16 contains 99683 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 3640 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37064 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 10840 members 
Mstep: Class 35 contains 15832 members 
Mstep: Class 36 contains 5557 members 
Mstep: Class 37 contains 7997 members 
Mstep: Class 38 contains 21519 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6440 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5273 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10344 members 
Mstep: Class 47 contains 4258 members 
Mstep: Class 48 contains 55616 members 
Mstep: Class 49 contains 22628 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4523 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2772 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6186 members 
Mstep: Class 59 contains 8722 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137568.000000 Penalty: 204195.187500
Iteration 195Q: 61 clusters Score -8.413757e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 32380 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4844 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 10140 members 
Mstep: Class 11 contains 115803 members 
Mstep: Class 12 contains 7043 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 16 contains 99675 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84704 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37061 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 10841 members 
Mstep: Class 35 contains 15817 members 
Mstep: Class 36 contains 5560 members 
Mstep: Class 37 contains 8001 members 
Mstep: Class 38 contains 21527 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6441 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5273 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10350 members 
Mstep: Class 47 contains 4261 members 
Mstep: Class 48 contains 55612 members 
Mstep: Class 49 contains 22629 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4521 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2772 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3826 members 
Mstep: Class 58 contains 6184 members 
Mstep: Class 59 contains 8722 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137512.000000 Penalty: 204195.187500
Iteration 196Q: 61 clusters Score -8.413751e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 32380 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75114 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10145 members 
Mstep: Class 11 contains 115806 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11797 members 
Mstep: Class 16 contains 99672 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84702 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6218 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37055 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15826 members 
Mstep: Class 34 contains 10842 members 
Mstep: Class 35 contains 15803 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8006 members 
Mstep: Class 38 contains 21526 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6441 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5272 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10353 members 
Mstep: Class 47 contains 4262 members 
Mstep: Class 48 contains 55614 members 
Mstep: Class 49 contains 22628 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4520 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14478 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6184 members 
Mstep: Class 59 contains 8722 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137528.000000 Penalty: 204195.187500
Iteration 197Q: 61 clusters Score -8.413753e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10148 members 
Mstep: Class 11 contains 115808 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11795 members 
Mstep: Class 16 contains 99665 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84700 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6217 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37047 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15797 members 
Mstep: Class 36 contains 5562 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 21533 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5271 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10361 members 
Mstep: Class 47 contains 4262 members 
Mstep: Class 48 contains 55610 members 
Mstep: Class 49 contains 22626 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4518 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14482 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3831 members 
Mstep: Class 58 contains 6184 members 
Mstep: Class 59 contains 8723 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137456.000000 Penalty: 204195.187500
Iteration 198Q: 61 clusters Score -8.413746e+07 nChanged 102
Entering ConstructFrom: 
Score: -84137456.000000 Penalty: 204195.187500
Entering ConstructFrom: 
Trying to split cluster 1 (42726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Entering Unmasked Estep 
Score: -4162649.000000 Penalty: 2644.315674
	Iteration 0F: 2 clusters Score -4162649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4133778.750000 Penalty: 5288.631348
	Iteration 0F: 3 clusters Score -4133779 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4144442.000000 Penalty: 5288.631348
	Iteration 1F: 3 clusters Score -4144442 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4144952.250000 Penalty: 5288.631348
	Iteration 2Q: 3 clusters Score -4144952 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4145580.000000 Penalty: 5288.631348
	Iteration 3Q: 3 clusters Score -4145580 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4146386.750000 Penalty: 5288.631348
	Iteration 4Q: 3 clusters Score -4146387 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4147594.250000 Penalty: 5288.631348
	Iteration 5F: 3 clusters Score -4147594 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4149550.750000 Penalty: 5288.631348
	Iteration 6F: 3 clusters Score -4149551 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4152217.000000 Penalty: 5288.631348
	Iteration 7F: 3 clusters Score -4152217 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4155108.500000 Penalty: 5288.631348
	Iteration 8F: 3 clusters Score -4155108 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4157376.750000 Penalty: 5288.631348
	Iteration 9F: 3 clusters Score -4157377 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4158804.500000 Penalty: 5288.631348
	Iteration 10Q: 3 clusters Score -4158804 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4159636.250000 Penalty: 5288.631348
	Iteration 11Q: 3 clusters Score -4159636 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4160103.250000 Penalty: 5288.631348
	Iteration 12Q: 3 clusters Score -4160103 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4160449.500000 Penalty: 5288.631348
	Iteration 13Q: 3 clusters Score -4160450 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4160790.750000 Penalty: 5288.631348
	Iteration 14Q: 3 clusters Score -4160791 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4161110.750000 Penalty: 5288.631348
	Iteration 15Q: 3 clusters Score -4161111 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4161408.250000 Penalty: 5288.631348
	Iteration 16Q: 3 clusters Score -4161408 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4161668.500000 Penalty: 5288.631348
	Iteration 17Q: 3 clusters Score -4161668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4161915.750000 Penalty: 5288.631348
	Iteration 18Q: 3 clusters Score -4161916 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4162121.000000 Penalty: 5288.631348
	Iteration 19Q: 3 clusters Score -4162121 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4162276.250000 Penalty: 5288.631348
	Iteration 20F: 3 clusters Score -4162276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4162371.000000 Penalty: 5288.631348
	Iteration 21Q: 3 clusters Score -4162371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4162453.750000 Penalty: 5288.631348
	Iteration 22Q: 3 clusters Score -4162454 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4162511.000000 Penalty: 5288.631348
	Iteration 23Q: 3 clusters Score -4162511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4162573.000000 Penalty: 5288.631348
	Iteration 24Q: 3 clusters Score -4162573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4162604.000000 Penalty: 5288.631348
	Iteration 25Q: 3 clusters Score -4162604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4162611.750000 Penalty: 5288.631348
	Iteration 26Q: 3 clusters Score -4162612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4162636.000000 Penalty: 5288.631348
	Iteration 27Q: 3 clusters Score -4162636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4162660.000000 Penalty: 5288.631348
	Iteration 28Q: 3 clusters Score -4162660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4162673.000000 Penalty: 5288.631348
	Iteration 29Q: 3 clusters Score -4162673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4162683.750000 Penalty: 5288.631348
	Iteration 30Q: 3 clusters Score -4162684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4162703.500000 Penalty: 5288.631348
	Iteration 31Q: 3 clusters Score -4162704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4162721.500000 Penalty: 5288.631348
	Iteration 32Q: 3 clusters Score -4162722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4162713.750000 Penalty: 5288.631348
	Iteration 33Q: 3 clusters Score -4162714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4162709.500000 Penalty: 5288.631348
	Iteration 34Q: 3 clusters Score -4162710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4162717.000000 Penalty: 5288.631348
	Iteration 35Q: 3 clusters Score -4162717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4162722.250000 Penalty: 5288.631348
	Iteration 36Q: 3 clusters Score -4162722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4162720.000000 Penalty: 5288.631348
	Iteration 37Q: 3 clusters Score -4162720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4162723.750000 Penalty: 5288.631348
	Iteration 38Q: 3 clusters Score -4162724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4162721.000000 Penalty: 5288.631348
	Iteration 39Q: 3 clusters Score -4162721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4162717.000000 Penalty: 5288.631348
	Iteration 40F: 3 clusters Score -4162717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4162728.250000 Penalty: 5288.631348
	Iteration 41Q: 3 clusters Score -4162728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4162730.500000 Penalty: 5288.631348
	Iteration 42Q: 3 clusters Score -4162730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4162728.750000 Penalty: 5288.631348
	Iteration 43Q: 3 clusters Score -4162729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4162732.000000 Penalty: 5288.631348
	Iteration 44Q: 3 clusters Score -4162732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4162734.750000 Penalty: 5288.631348
	Iteration 45Q: 3 clusters Score -4162735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4162737.500000 Penalty: 5288.631348
	Iteration 46Q: 3 clusters Score -4162738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4162734.250000 Penalty: 5288.631348
	Iteration 47Q: 3 clusters Score -4162734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4162737.250000 Penalty: 5288.631348
	Iteration 48Q: 3 clusters Score -4162737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4162735.750000 Penalty: 5288.631348
	Iteration 49Q: 3 clusters Score -4162736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4162734.250000 Penalty: 5288.631348
	Iteration 50Q: 3 clusters Score -4162734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4162732.750000 Penalty: 5288.631348
	Iteration 51Q: 3 clusters Score -4162733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4162732.750000 Penalty: 5288.631348
	Iteration 52F: 3 clusters Score -4162733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 115810 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15791 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6446 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10360 members 
Mstep: Class 47 contains 4266 members 
Mstep: Class 48 contains 55603 members 
Mstep: Class 49 contains 22623 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4519 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6183 members 
Mstep: Class 59 contains 8724 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 3147 members 
Entering Unmasked Estep 
Score: -84137176.000000 Penalty: 207598.437500
Splitting cluster 1 changes total score from -84137456.000000 to -84137176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Entering Unmasked Estep 
Score: -3120655.000000 Penalty: 2575.545898
	Iteration 0F: 2 clusters Score -3120655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3098619.000000 Penalty: 5151.091797
	Iteration 0F: 3 clusters Score -3098619 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3106647.500000 Penalty: 5151.091797
	Iteration 1F: 3 clusters Score -3106648 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3107149.750000 Penalty: 5151.091797
	Iteration 2Q: 3 clusters Score -3107150 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3107678.750000 Penalty: 5151.091797
	Iteration 3Q: 3 clusters Score -3107679 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3108238.750000 Penalty: 5151.091797
	Iteration 4Q: 3 clusters Score -3108239 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3108956.750000 Penalty: 5151.091797
	Iteration 5Q: 3 clusters Score -3108957 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3109924.750000 Penalty: 5151.091797
	Iteration 6F: 3 clusters Score -3109925 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3111141.000000 Penalty: 5151.091797
	Iteration 7F: 3 clusters Score -3111141 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3112658.500000 Penalty: 5151.091797
	Iteration 8F: 3 clusters Score -3112658 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3114314.250000 Penalty: 5151.091797
	Iteration 9F: 3 clusters Score -3114314 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3115709.250000 Penalty: 5151.091797
	Iteration 10F: 3 clusters Score -3115709 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3116676.500000 Penalty: 5151.091797
	Iteration 11Q: 3 clusters Score -3116676 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3117382.250000 Penalty: 5151.091797
	Iteration 12Q: 3 clusters Score -3117382 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3117802.250000 Penalty: 5151.091797
	Iteration 13Q: 3 clusters Score -3117802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3118126.750000 Penalty: 5151.091797
	Iteration 14Q: 3 clusters Score -3118127 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3118389.750000 Penalty: 5151.091797
	Iteration 15Q: 3 clusters Score -3118390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3118583.000000 Penalty: 5151.091797
	Iteration 16Q: 3 clusters Score -3118583 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3118765.250000 Penalty: 5151.091797
	Iteration 17Q: 3 clusters Score -3118765 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3118920.500000 Penalty: 5151.091797
	Iteration 18Q: 3 clusters Score -3118920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3119030.000000 Penalty: 5151.091797
	Iteration 19Q: 3 clusters Score -3119030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3119091.250000 Penalty: 5151.091797
	Iteration 20F: 3 clusters Score -3119091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3119110.250000 Penalty: 5151.091797
	Iteration 21Q: 3 clusters Score -3119110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3119125.500000 Penalty: 5151.091797
	Iteration 22Q: 3 clusters Score -3119126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -3119130.500000 Penalty: 5151.091797
	Iteration 23Q: 3 clusters Score -3119130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3119137.250000 Penalty: 5151.091797
	Iteration 24Q: 3 clusters Score -3119137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3119135.500000 Penalty: 5151.091797
	Iteration 25Q: 3 clusters Score -3119136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3119138.000000 Penalty: 5151.091797
	Iteration 26Q: 3 clusters Score -3119138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3119137.250000 Penalty: 5151.091797
	Iteration 27Q: 3 clusters Score -3119137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3119136.500000 Penalty: 5151.091797
	Iteration 28Q: 3 clusters Score -3119136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3119134.000000 Penalty: 5151.091797
	Iteration 29Q: 3 clusters Score -3119134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3119134.000000 Penalty: 5151.091797
	Iteration 30F: 3 clusters Score -3119134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -454921.875000 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -454921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -450380.187500 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -450380.2 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -451643.375000 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -451643.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -451953.062500 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -451953.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -452170.687500 Penalty: 4238.321289
	Iteration 3F: 3 clusters Score -452170.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -452370.500000 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -452370.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -452534.187500 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -452534.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -452669.000000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -452669 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -452781.968750 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -452782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -452865.687500 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -452865.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -452931.156250 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -452931.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -452975.593750 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -452975.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -453012.687500 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -453012.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -453038.781250 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -453038.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -453053.625000 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -453053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -453066.031250 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -453066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -453074.812500 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -453074.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -453085.156250 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -453085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -453094.781250 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -453094.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -453098.562500 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -453098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -453104.031250 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -453104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -453106.593750 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -453106.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -453112.187500 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -453112.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -453119.500000 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -453119.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -453123.531250 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -453123.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -453125.437500 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -453125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -453128.031250 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -453128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -453129.093750 Penalty: 4238.321289
	Iteration 26Q: 3 clusters Score -453129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -453130.687500 Penalty: 4238.321289
	Iteration 27Q: 3 clusters Score -453130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -453132.500000 Penalty: 4238.321289
	Iteration 28Q: 3 clusters Score -453132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -453135.875000 Penalty: 4238.321289
	Iteration 29Q: 3 clusters Score -453135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -453137.062500 Penalty: 4238.321289
	Iteration 30Q: 3 clusters Score -453137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -453136.656250 Penalty: 4238.321289
	Iteration 31Q: 3 clusters Score -453136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -453137.062500 Penalty: 4238.321289
	Iteration 32Q: 3 clusters Score -453137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -453137.531250 Penalty: 4238.321289
	Iteration 33Q: 3 clusters Score -453137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -453138.875000 Penalty: 4238.321289
	Iteration 34Q: 3 clusters Score -453138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -453139.187500 Penalty: 4238.321289
	Iteration 35Q: 3 clusters Score -453139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -453140.312500 Penalty: 4238.321289
	Iteration 36Q: 3 clusters Score -453140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -453139.750000 Penalty: 4238.321289
	Iteration 37Q: 3 clusters Score -453139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -453140.156250 Penalty: 4238.321289
	Iteration 38Q: 3 clusters Score -453140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -453140.156250 Penalty: 4238.321289
	Iteration 39F: 3 clusters Score -453140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -409236.625000 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -409236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -405054.500000 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -405054.5 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -406095.187500 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -406095.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -406392.656250 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -406392.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -406669.312500 Penalty: 4171.938477
	Iteration 3F: 3 clusters Score -406669.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -406861.250000 Penalty: 4171.938477
	Iteration 4F: 3 clusters Score -406861.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -407007.781250 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -407007.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -407103.968750 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -407104 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -407174.625000 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -407174.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -407230.625000 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -407230.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -407267.468750 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -407267.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -407297.468750 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -407297.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -407324.312500 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -407324.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -407351.250000 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -407351.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -407371.093750 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -407371.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -407391.625000 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -407391.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -407408.093750 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -407408.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -407425.687500 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -407425.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -407437.093750 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -407437.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -407452.468750 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -407452.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -407470.593750 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -407470.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -407486.625000 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -407486.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -407500.937500 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -407500.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -407516.000000 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -407516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -407539.125000 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -407539.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -407557.000000 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -407557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -407573.812500 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -407573.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -407590.812500 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -407590.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -407603.750000 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -407603.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -407619.000000 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -407619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -407638.875000 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -407638.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -407658.437500 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -407658.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -407675.562500 Penalty: 4171.938477
	Iteration 31Q: 3 clusters Score -407675.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -407707.218750 Penalty: 4171.938477
	Iteration 32Q: 3 clusters Score -407707.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -407751.218750 Penalty: 4171.938477
	Iteration 33Q: 3 clusters Score -407751.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -407785.593750 Penalty: 4171.938477
	Iteration 34Q: 3 clusters Score -407785.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -407811.500000 Penalty: 4171.938477
	Iteration 35Q: 3 clusters Score -407811.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -407833.062500 Penalty: 4171.938477
	Iteration 36Q: 3 clusters Score -407833.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -407849.500000 Penalty: 4171.938477
	Iteration 37Q: 3 clusters Score -407849.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -407862.500000 Penalty: 4171.938477
	Iteration 38Q: 3 clusters Score -407862.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -407874.218750 Penalty: 4171.938477
	Iteration 39Q: 3 clusters Score -407874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -407885.625000 Penalty: 4171.938477
	Iteration 40F: 3 clusters Score -407885.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -407898.000000 Penalty: 4171.938477
	Iteration 41Q: 3 clusters Score -407898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -407910.562500 Penalty: 4171.938477
	Iteration 42Q: 3 clusters Score -407910.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -407918.343750 Penalty: 4171.938477
	Iteration 43Q: 3 clusters Score -407918.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -407932.875000 Penalty: 4171.938477
	Iteration 44Q: 3 clusters Score -407932.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -407942.968750 Penalty: 4171.938477
	Iteration 45Q: 3 clusters Score -407943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -407958.750000 Penalty: 4171.938477
	Iteration 46Q: 3 clusters Score -407958.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -407968.468750 Penalty: 4171.938477
	Iteration 47Q: 3 clusters Score -407968.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -407980.312500 Penalty: 4171.938477
	Iteration 48Q: 3 clusters Score -407980.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -407987.656250 Penalty: 4171.938477
	Iteration 49Q: 3 clusters Score -407987.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -407996.218750 Penalty: 4171.938477
	Iteration 50Q: 3 clusters Score -407996.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -408003.812500 Penalty: 4171.938477
	Iteration 51Q: 3 clusters Score -408003.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -408009.968750 Penalty: 4171.938477
	Iteration 52Q: 3 clusters Score -408010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -408016.875000 Penalty: 4171.938477
	Iteration 53Q: 3 clusters Score -408016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -408024.531250 Penalty: 4171.938477
	Iteration 54Q: 3 clusters Score -408024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -408028.312500 Penalty: 4171.938477
	Iteration 55Q: 3 clusters Score -408028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -408033.125000 Penalty: 4171.938477
	Iteration 56Q: 3 clusters Score -408033.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -408045.187500 Penalty: 4171.938477
	Iteration 57Q: 3 clusters Score -408045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -408054.968750 Penalty: 4171.938477
	Iteration 58Q: 3 clusters Score -408055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -408061.906250 Penalty: 4171.938477
	Iteration 59Q: 3 clusters Score -408061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -408068.562500 Penalty: 4171.938477
	Iteration 60F: 3 clusters Score -408068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -408077.937500 Penalty: 4171.938477
	Iteration 61Q: 3 clusters Score -408077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -408083.687500 Penalty: 4171.938477
	Iteration 62Q: 3 clusters Score -408083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -408086.937500 Penalty: 4171.938477
	Iteration 63Q: 3 clusters Score -408086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -408088.343750 Penalty: 4171.938477
	Iteration 64Q: 3 clusters Score -408088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -408090.031250 Penalty: 4171.938477
	Iteration 65Q: 3 clusters Score -408090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -408090.312500 Penalty: 4171.938477
	Iteration 66Q: 3 clusters Score -408090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -408090.812500 Penalty: 4171.938477
	Iteration 67Q: 3 clusters Score -408090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -408091.718750 Penalty: 4171.938477
	Iteration 68Q: 3 clusters Score -408091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -408093.187500 Penalty: 4171.938477
	Iteration 69Q: 3 clusters Score -408093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -408093.906250 Penalty: 4171.938477
	Iteration 70Q: 3 clusters Score -408093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -408094.125000 Penalty: 4171.938477
	Iteration 71Q: 3 clusters Score -408094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -408094.625000 Penalty: 4171.938477
	Iteration 72Q: 3 clusters Score -408094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -408094.625000 Penalty: 4171.938477
	Iteration 73F: 3 clusters Score -408094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Entering Unmasked Estep 
Score: -7341730.000000 Penalty: 2784.233643
	Iteration 0F: 2 clusters Score -7341730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -7291478.500000 Penalty: 5568.467285
	Iteration 0F: 3 clusters Score -7291478 nChanged 35083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7311511.000000 Penalty: 5568.467285
	Iteration 1F: 3 clusters Score -7311511 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -7312799.500000 Penalty: 5568.467285
	Iteration 2Q: 3 clusters Score -7312800 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -7314810.000000 Penalty: 5568.467285
	Iteration 3F: 3 clusters Score -7314810 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -7317969.000000 Penalty: 5568.467285
	Iteration 4F: 3 clusters Score -7317969 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -7322439.500000 Penalty: 5568.467285
	Iteration 5F: 3 clusters Score -7322440 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -7327490.500000 Penalty: 5568.467285
	Iteration 6F: 3 clusters Score -7327490 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -7332343.500000 Penalty: 5568.467285
	Iteration 7F: 3 clusters Score -7332344 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -7336352.500000 Penalty: 5568.467285
	Iteration 8Q: 3 clusters Score -7336352 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -7339295.000000 Penalty: 5568.467285
	Iteration 9Q: 3 clusters Score -7339295 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -7340445.500000 Penalty: 5568.467285
	Iteration 10Q: 3 clusters Score -7340446 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -7340781.000000 Penalty: 5568.467285
	Iteration 11Q: 3 clusters Score -7340781 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -7340926.500000 Penalty: 5568.467285
	Iteration 12Q: 3 clusters Score -7340926 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -7340978.000000 Penalty: 5568.467285
	Iteration 13Q: 3 clusters Score -7340978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -7341009.500000 Penalty: 5568.467285
	Iteration 14Q: 3 clusters Score -7341010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -7341052.000000 Penalty: 5568.467285
	Iteration 15Q: 3 clusters Score -7341052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -7341077.500000 Penalty: 5568.467285
	Iteration 16Q: 3 clusters Score -7341078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -7341109.500000 Penalty: 5568.467285
	Iteration 17Q: 3 clusters Score -7341110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -7341127.500000 Penalty: 5568.467285
	Iteration 18Q: 3 clusters Score -7341128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -7341139.000000 Penalty: 5568.467285
	Iteration 19Q: 3 clusters Score -7341139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -7341136.500000 Penalty: 5568.467285
	Iteration 20F: 3 clusters Score -7341136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -7341152.000000 Penalty: 5568.467285
	Iteration 21Q: 3 clusters Score -7341152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -7341166.500000 Penalty: 5568.467285
	Iteration 22Q: 3 clusters Score -7341166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -7341189.000000 Penalty: 5568.467285
	Iteration 23Q: 3 clusters Score -7341189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -7341176.000000 Penalty: 5568.467285
	Iteration 24Q: 3 clusters Score -7341176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -7341189.000000 Penalty: 5568.467285
	Iteration 25Q: 3 clusters Score -7341189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -7341185.500000 Penalty: 5568.467285
	Iteration 26Q: 3 clusters Score -7341186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -7341191.500000 Penalty: 5568.467285
	Iteration 27Q: 3 clusters Score -7341192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -7341200.000000 Penalty: 5568.467285
	Iteration 28Q: 3 clusters Score -7341200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -7341209.500000 Penalty: 5568.467285
	Iteration 29Q: 3 clusters Score -7341210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -7341226.000000 Penalty: 5568.467285
	Iteration 30Q: 3 clusters Score -7341226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -7341236.500000 Penalty: 5568.467285
	Iteration 31Q: 3 clusters Score -7341236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -7341235.000000 Penalty: 5568.467285
	Iteration 32Q: 3 clusters Score -7341235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -7341240.000000 Penalty: 5568.467285
	Iteration 33Q: 3 clusters Score -7341240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -7341238.000000 Penalty: 5568.467285
	Iteration 34Q: 3 clusters Score -7341238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -7341240.000000 Penalty: 5568.467285
	Iteration 35Q: 3 clusters Score -7341240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -7341235.000000 Penalty: 5568.467285
	Iteration 36Q: 3 clusters Score -7341235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -7341235.500000 Penalty: 5568.467285
	Iteration 37Q: 3 clusters Score -7341236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -7341238.000000 Penalty: 5568.467285
	Iteration 38Q: 3 clusters Score -7341238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -7341238.000000 Penalty: 5568.467285
	Iteration 39Q: 3 clusters Score -7341238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -7341249.500000 Penalty: 5568.467285
	Iteration 40F: 3 clusters Score -7341250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -7341244.000000 Penalty: 5568.467285
	Iteration 41Q: 3 clusters Score -7341244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -7341240.000000 Penalty: 5568.467285
	Iteration 42Q: 3 clusters Score -7341240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -7341241.500000 Penalty: 5568.467285
	Iteration 43Q: 3 clusters Score -7341242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -7341240.500000 Penalty: 5568.467285
	Iteration 44Q: 3 clusters Score -7341240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -7341235.500000 Penalty: 5568.467285
	Iteration 45Q: 3 clusters Score -7341236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -7341242.500000 Penalty: 5568.467285
	Iteration 46Q: 3 clusters Score -7341242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -7341242.500000 Penalty: 5568.467285
	Iteration 47F: 3 clusters Score -7341242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Entering Unmasked Estep 
Score: -1019410.562500 Penalty: 2297.888672
	Iteration 0F: 2 clusters Score -1019411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1011402.312500 Penalty: 4595.777344
	Iteration 0F: 3 clusters Score -1011402 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1013721.500000 Penalty: 4595.777344
	Iteration 1F: 3 clusters Score -1013722 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1014083.187500 Penalty: 4595.777344
	Iteration 2F: 3 clusters Score -1014083 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1014388.500000 Penalty: 4595.777344
	Iteration 3F: 3 clusters Score -1014388 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1014640.937500 Penalty: 4595.777344
	Iteration 4Q: 3 clusters Score -1014641 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1014891.000000 Penalty: 4595.777344
	Iteration 5Q: 3 clusters Score -1014891 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1015150.312500 Penalty: 4595.777344
	Iteration 6Q: 3 clusters Score -1015150 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1015441.437500 Penalty: 4595.777344
	Iteration 7Q: 3 clusters Score -1015441 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1015673.187500 Penalty: 4595.777344
	Iteration 8Q: 3 clusters Score -1015673 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1015912.500000 Penalty: 4595.777344
	Iteration 9Q: 3 clusters Score -1015912 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1016115.750000 Penalty: 4595.777344
	Iteration 10Q: 3 clusters Score -1016116 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1016302.687500 Penalty: 4595.777344
	Iteration 11Q: 3 clusters Score -1016303 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1016464.750000 Penalty: 4595.777344
	Iteration 12Q: 3 clusters Score -1016465 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1016597.625000 Penalty: 4595.777344
	Iteration 13Q: 3 clusters Score -1016598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1016736.187500 Penalty: 4595.777344
	Iteration 14Q: 3 clusters Score -1016736 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1016840.437500 Penalty: 4595.777344
	Iteration 15Q: 3 clusters Score -1016840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1016933.687500 Penalty: 4595.777344
	Iteration 16Q: 3 clusters Score -1016934 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1016999.750000 Penalty: 4595.777344
	Iteration 17Q: 3 clusters Score -1017000 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1017045.937500 Penalty: 4595.777344
	Iteration 18Q: 3 clusters Score -1017046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1017072.625000 Penalty: 4595.777344
	Iteration 19Q: 3 clusters Score -1017073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1017096.687500 Penalty: 4595.777344
	Iteration 20F: 3 clusters Score -1017097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1017109.500000 Penalty: 4595.777344
	Iteration 21Q: 3 clusters Score -1017110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1017123.000000 Penalty: 4595.777344
	Iteration 22Q: 3 clusters Score -1017123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1017128.312500 Penalty: 4595.777344
	Iteration 23Q: 3 clusters Score -1017128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1017134.437500 Penalty: 4595.777344
	Iteration 24Q: 3 clusters Score -1017134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1017137.875000 Penalty: 4595.777344
	Iteration 25Q: 3 clusters Score -1017138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1017142.812500 Penalty: 4595.777344
	Iteration 26Q: 3 clusters Score -1017143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1017146.937500 Penalty: 4595.777344
	Iteration 27Q: 3 clusters Score -1017147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1017149.375000 Penalty: 4595.777344
	Iteration 28Q: 3 clusters Score -1017149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1017152.937500 Penalty: 4595.777344
	Iteration 29Q: 3 clusters Score -1017153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1017159.750000 Penalty: 4595.777344
	Iteration 30Q: 3 clusters Score -1017160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1017166.250000 Penalty: 4595.777344
	Iteration 31Q: 3 clusters Score -1017166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1017170.875000 Penalty: 4595.777344
	Iteration 32Q: 3 clusters Score -1017171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1017179.500000 Penalty: 4595.777344
	Iteration 33Q: 3 clusters Score -1017180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1017190.312500 Penalty: 4595.777344
	Iteration 34Q: 3 clusters Score -1017190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1017201.500000 Penalty: 4595.777344
	Iteration 35Q: 3 clusters Score -1017202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1017207.000000 Penalty: 4595.777344
	Iteration 36Q: 3 clusters Score -1017207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1017212.750000 Penalty: 4595.777344
	Iteration 37Q: 3 clusters Score -1017213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1017220.500000 Penalty: 4595.777344
	Iteration 38Q: 3 clusters Score -1017220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1017227.937500 Penalty: 4595.777344
	Iteration 39Q: 3 clusters Score -1017228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1017231.000000 Penalty: 4595.777344
	Iteration 40F: 3 clusters Score -1017231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1017235.625000 Penalty: 4595.777344
	Iteration 41Q: 3 clusters Score -1017236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1017242.687500 Penalty: 4595.777344
	Iteration 42Q: 3 clusters Score -1017243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1017247.500000 Penalty: 4595.777344
	Iteration 43Q: 3 clusters Score -1017248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1017255.125000 Penalty: 4595.777344
	Iteration 44Q: 3 clusters Score -1017255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1017260.750000 Penalty: 4595.777344
	Iteration 45Q: 3 clusters Score -1017261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1017265.312500 Penalty: 4595.777344
	Iteration 46Q: 3 clusters Score -1017265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1017268.375000 Penalty: 4595.777344
	Iteration 47Q: 3 clusters Score -1017268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1017271.187500 Penalty: 4595.777344
	Iteration 48Q: 3 clusters Score -1017271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1017272.750000 Penalty: 4595.777344
	Iteration 49Q: 3 clusters Score -1017273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1017274.187500 Penalty: 4595.777344
	Iteration 50Q: 3 clusters Score -1017274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1017274.687500 Penalty: 4595.777344
	Iteration 51Q: 3 clusters Score -1017275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1017276.062500 Penalty: 4595.777344
	Iteration 52Q: 3 clusters Score -1017276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1017275.562500 Penalty: 4595.777344
	Iteration 53Q: 3 clusters Score -1017276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1017275.562500 Penalty: 4595.777344
	Iteration 54F: 3 clusters Score -1017276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 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 360 members 
Entering Unmasked Estep 
Score: -59597.222656 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59597.22 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59850.765625 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -59850.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59933.078125 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -59933.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59974.570312 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -59974.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60003.445312 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -60003.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60017.164062 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -60017.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60041.343750 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60041.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60070.878906 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60070.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60086.921875 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60086.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60106.679688 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60106.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60120.355469 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -60120.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60148.039062 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -60148.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60168.109375 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -60168.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60175.949219 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -60175.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60183.324219 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -60183.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60192.699219 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -60192.7 nChanged 6
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: -60212.875000 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -60212.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60231.007812 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -60231.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60243.089844 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -60243.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60255.773438 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -60255.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60266.152344 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -60266.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60279.011719 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -60279.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60283.605469 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -60283.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60288.937500 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -60288.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60294.507812 Penalty: 3254.972412
	Iteration 24Q: 3 clusters Score -60294.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60297.718750 Penalty: 3254.972412
	Iteration 25Q: 3 clusters Score -60297.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60299.753906 Penalty: 3254.972412
	Iteration 26Q: 3 clusters Score -60299.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60311.652344 Penalty: 3254.972412
	Iteration 27Q: 3 clusters Score -60311.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60328.960938 Penalty: 3254.972412
	Iteration 28Q: 3 clusters Score -60328.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60356.558594 Penalty: 3254.972412
	Iteration 29Q: 3 clusters Score -60356.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60379.765625 Penalty: 3254.972412
	Iteration 30Q: 3 clusters Score -60379.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60401.542969 Penalty: 3254.972412
	Iteration 31Q: 3 clusters Score -60401.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60443.832031 Penalty: 3254.972412
	Iteration 32Q: 3 clusters Score -60443.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60464.515625 Penalty: 3254.972412
	Iteration 33Q: 3 clusters Score -60464.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60494.875000 Penalty: 3254.972412
	Iteration 34Q: 3 clusters Score -60494.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60504.257812 Penalty: 3254.972412
	Iteration 35Q: 3 clusters Score -60504.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60518.246094 Penalty: 3254.972412
	Iteration 36Q: 3 clusters Score -60518.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60531.945312 Penalty: 3254.972412
	Iteration 37Q: 3 clusters Score -60531.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60537.425781 Penalty: 3254.972412
	Iteration 38Q: 3 clusters Score -60537.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60543.097656 Penalty: 3254.972412
	Iteration 39Q: 3 clusters Score -60543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60552.058594 Penalty: 3254.972412
	Iteration 40F: 3 clusters Score -60552.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -453117.812500 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -453117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -448692.375000 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -448692.4 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -449776.937500 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -449776.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -450171.000000 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -450171 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -450554.625000 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -450554.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -450989.156250 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -450989.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -451410.218750 Penalty: 4208.703613
	Iteration 5F: 3 clusters Score -451410.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -451746.093750 Penalty: 4208.703613
	Iteration 6F: 3 clusters Score -451746.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -452093.000000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -452093 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -452534.781250 Penalty: 4208.703613
	Iteration 8F: 3 clusters Score -452534.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -453196.187500 Penalty: 4208.703613
	Iteration 9F: 3 clusters Score -453196.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -453859.687500 Penalty: 4208.703613
	Iteration 10F: 3 clusters Score -453859.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -454230.687500 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -454230.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -454312.468750 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -454312.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -454326.625000 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -454326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -454332.031250 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -454332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -454335.437500 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -454335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -454339.468750 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -454339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -454345.843750 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -454345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -454350.937500 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -454350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -454356.531250 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -454356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -454363.218750 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -454363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -454367.218750 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -454367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -454368.343750 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -454368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -454368.093750 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -454368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454367.906250 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -454367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454367.906250 Penalty: 4208.703613
	Iteration 25F: 3 clusters Score -454367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 115810 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15791 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6446 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10360 members 
Mstep: Class 47 contains 4266 members 
Mstep: Class 48 contains 55603 members 
Mstep: Class 49 contains 22623 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4519 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6183 members 
Mstep: Class 59 contains 8724 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 2411 members 
Entering Unmasked Estep 
Score: -84137320.000000 Penalty: 207598.437500
Splitting cluster 8 changes total score from -84137456.000000 to -84137320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -416890.031250 Penalty: 2119.787109
	Iteration 0F: 2 clusters Score -416890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -412283.250000 Penalty: 4239.574219
	Iteration 0F: 3 clusters Score -412283.2 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -413596.625000 Penalty: 4239.574219
	Iteration 1F: 3 clusters Score -413596.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -413905.093750 Penalty: 4239.574219
	Iteration 2F: 3 clusters Score -413905.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -414173.562500 Penalty: 4239.574219
	Iteration 3F: 3 clusters Score -414173.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -414425.375000 Penalty: 4239.574219
	Iteration 4F: 3 clusters Score -414425.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -414644.781250 Penalty: 4239.574219
	Iteration 5F: 3 clusters Score -414644.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -414843.468750 Penalty: 4239.574219
	Iteration 6Q: 3 clusters Score -414843.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -415014.562500 Penalty: 4239.574219
	Iteration 7Q: 3 clusters Score -415014.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -415144.000000 Penalty: 4239.574219
	Iteration 8Q: 3 clusters Score -415144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -415251.312500 Penalty: 4239.574219
	Iteration 9Q: 3 clusters Score -415251.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -415362.281250 Penalty: 4239.574219
	Iteration 10Q: 3 clusters Score -415362.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -415477.343750 Penalty: 4239.574219
	Iteration 11Q: 3 clusters Score -415477.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -415576.687500 Penalty: 4239.574219
	Iteration 12Q: 3 clusters Score -415576.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -415671.968750 Penalty: 4239.574219
	Iteration 13Q: 3 clusters Score -415672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -415745.187500 Penalty: 4239.574219
	Iteration 14Q: 3 clusters Score -415745.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -415793.093750 Penalty: 4239.574219
	Iteration 15Q: 3 clusters Score -415793.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -415824.250000 Penalty: 4239.574219
	Iteration 16Q: 3 clusters Score -415824.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -415855.062500 Penalty: 4239.574219
	Iteration 17Q: 3 clusters Score -415855.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -415879.968750 Penalty: 4239.574219
	Iteration 18Q: 3 clusters Score -415880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -415903.125000 Penalty: 4239.574219
	Iteration 19Q: 3 clusters Score -415903.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -415924.187500 Penalty: 4239.574219
	Iteration 20F: 3 clusters Score -415924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -415941.031250 Penalty: 4239.574219
	Iteration 21Q: 3 clusters Score -415941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -415961.875000 Penalty: 4239.574219
	Iteration 22Q: 3 clusters Score -415961.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -415980.125000 Penalty: 4239.574219
	Iteration 23Q: 3 clusters Score -415980.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -415989.562500 Penalty: 4239.574219
	Iteration 24Q: 3 clusters Score -415989.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -415999.281250 Penalty: 4239.574219
	Iteration 25Q: 3 clusters Score -415999.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -416009.875000 Penalty: 4239.574219
	Iteration 26Q: 3 clusters Score -416009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -416018.718750 Penalty: 4239.574219
	Iteration 27Q: 3 clusters Score -416018.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -416027.875000 Penalty: 4239.574219
	Iteration 28Q: 3 clusters Score -416027.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -416040.000000 Penalty: 4239.574219
	Iteration 29Q: 3 clusters Score -416040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -416055.281250 Penalty: 4239.574219
	Iteration 30Q: 3 clusters Score -416055.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -416070.937500 Penalty: 4239.574219
	Iteration 31Q: 3 clusters Score -416070.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -416087.062500 Penalty: 4239.574219
	Iteration 32Q: 3 clusters Score -416087.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -416099.406250 Penalty: 4239.574219
	Iteration 33Q: 3 clusters Score -416099.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -416107.968750 Penalty: 4239.574219
	Iteration 34Q: 3 clusters Score -416108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -416116.531250 Penalty: 4239.574219
	Iteration 35Q: 3 clusters Score -416116.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -416124.156250 Penalty: 4239.574219
	Iteration 36Q: 3 clusters Score -416124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -416130.062500 Penalty: 4239.574219
	Iteration 37Q: 3 clusters Score -416130.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -416138.125000 Penalty: 4239.574219
	Iteration 38Q: 3 clusters Score -416138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -416145.031250 Penalty: 4239.574219
	Iteration 39Q: 3 clusters Score -416145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -416152.562500 Penalty: 4239.574219
	Iteration 40F: 3 clusters Score -416152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -416158.000000 Penalty: 4239.574219
	Iteration 41Q: 3 clusters Score -416158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -416166.125000 Penalty: 4239.574219
	Iteration 42Q: 3 clusters Score -416166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -416176.968750 Penalty: 4239.574219
	Iteration 43Q: 3 clusters Score -416177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -416186.593750 Penalty: 4239.574219
	Iteration 44Q: 3 clusters Score -416186.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -416193.656250 Penalty: 4239.574219
	Iteration 45Q: 3 clusters Score -416193.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -416199.781250 Penalty: 4239.574219
	Iteration 46Q: 3 clusters Score -416199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -416206.125000 Penalty: 4239.574219
	Iteration 47Q: 3 clusters Score -416206.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -416210.843750 Penalty: 4239.574219
	Iteration 48Q: 3 clusters Score -416210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -416215.750000 Penalty: 4239.574219
	Iteration 49Q: 3 clusters Score -416215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -416219.093750 Penalty: 4239.574219
	Iteration 50Q: 3 clusters Score -416219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -416219.593750 Penalty: 4239.574219
	Iteration 51Q: 3 clusters Score -416219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -416220.531250 Penalty: 4239.574219
	Iteration 52Q: 3 clusters Score -416220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -416223.125000 Penalty: 4239.574219
	Iteration 53Q: 3 clusters Score -416223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -416223.750000 Penalty: 4239.574219
	Iteration 54Q: 3 clusters Score -416223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -416226.906250 Penalty: 4239.574219
	Iteration 55Q: 3 clusters Score -416226.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -416230.718750 Penalty: 4239.574219
	Iteration 56Q: 3 clusters Score -416230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -416232.281250 Penalty: 4239.574219
	Iteration 57Q: 3 clusters Score -416232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -416234.687500 Penalty: 4239.574219
	Iteration 58Q: 3 clusters Score -416234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -416236.718750 Penalty: 4239.574219
	Iteration 59Q: 3 clusters Score -416236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -416240.625000 Penalty: 4239.574219
	Iteration 60F: 3 clusters Score -416240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -416243.218750 Penalty: 4239.574219
	Iteration 61Q: 3 clusters Score -416243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -416248.468750 Penalty: 4239.574219
	Iteration 62Q: 3 clusters Score -416248.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -416255.531250 Penalty: 4239.574219
	Iteration 63Q: 3 clusters Score -416255.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -416279.125000 Penalty: 4239.574219
	Iteration 64Q: 3 clusters Score -416279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -416292.750000 Penalty: 4239.574219
	Iteration 65Q: 3 clusters Score -416292.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -416302.375000 Penalty: 4239.574219
	Iteration 66Q: 3 clusters Score -416302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -416309.468750 Penalty: 4239.574219
	Iteration 67Q: 3 clusters Score -416309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -416314.906250 Penalty: 4239.574219
	Iteration 68Q: 3 clusters Score -416314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -416318.781250 Penalty: 4239.574219
	Iteration 69Q: 3 clusters Score -416318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -416319.187500 Penalty: 4239.574219
	Iteration 70Q: 3 clusters Score -416319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -416325.187500 Penalty: 4239.574219
	Iteration 71Q: 3 clusters Score -416325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -416327.875000 Penalty: 4239.574219
	Iteration 72Q: 3 clusters Score -416327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -416332.312500 Penalty: 4239.574219
	Iteration 73Q: 3 clusters Score -416332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -416333.906250 Penalty: 4239.574219
	Iteration 74Q: 3 clusters Score -416333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -416336.312500 Penalty: 4239.574219
	Iteration 75Q: 3 clusters Score -416336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -416337.156250 Penalty: 4239.574219
	Iteration 76Q: 3 clusters Score -416337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -416338.250000 Penalty: 4239.574219
	Iteration 77Q: 3 clusters Score -416338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -416339.187500 Penalty: 4239.574219
	Iteration 78Q: 3 clusters Score -416339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -416339.031250 Penalty: 4239.574219
	Iteration 79Q: 3 clusters Score -416339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -416339.468750 Penalty: 4239.574219
	Iteration 80F: 3 clusters Score -416339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416339.343750 Penalty: 4239.574219
	Iteration 81Q: 3 clusters Score -416339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -416339.968750 Penalty: 4239.574219
	Iteration 82Q: 3 clusters Score -416340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -416340.406250 Penalty: 4239.574219
	Iteration 83Q: 3 clusters Score -416340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -416340.406250 Penalty: 4239.574219
	Iteration 84F: 3 clusters Score -416340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -904345.500000 Penalty: 2288.052246
	Iteration 0F: 2 clusters Score -904345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -896590.562500 Penalty: 4576.104492
	Iteration 0F: 3 clusters Score -896590.6 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -899034.000000 Penalty: 4576.104492
	Iteration 1F: 3 clusters Score -899034 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -899487.687500 Penalty: 4576.104492
	Iteration 2F: 3 clusters Score -899487.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -899889.250000 Penalty: 4576.104492
	Iteration 3F: 3 clusters Score -899889.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -900238.937500 Penalty: 4576.104492
	Iteration 4F: 3 clusters Score -900238.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -900573.375000 Penalty: 4576.104492
	Iteration 5Q: 3 clusters Score -900573.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -900879.625000 Penalty: 4576.104492
	Iteration 6Q: 3 clusters Score -900879.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -901187.875000 Penalty: 4576.104492
	Iteration 7Q: 3 clusters Score -901187.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -901412.437500 Penalty: 4576.104492
	Iteration 8Q: 3 clusters Score -901412.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -901550.812500 Penalty: 4576.104492
	Iteration 9Q: 3 clusters Score -901550.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -901664.500000 Penalty: 4576.104492
	Iteration 10Q: 3 clusters Score -901664.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -901732.562500 Penalty: 4576.104492
	Iteration 11Q: 3 clusters Score -901732.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -901771.562500 Penalty: 4576.104492
	Iteration 12Q: 3 clusters Score -901771.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -901805.812500 Penalty: 4576.104492
	Iteration 13Q: 3 clusters Score -901805.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -901835.000000 Penalty: 4576.104492
	Iteration 14Q: 3 clusters Score -901835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -901858.937500 Penalty: 4576.104492
	Iteration 15Q: 3 clusters Score -901858.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -901885.125000 Penalty: 4576.104492
	Iteration 16Q: 3 clusters Score -901885.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -901915.687500 Penalty: 4576.104492
	Iteration 17Q: 3 clusters Score -901915.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -901950.812500 Penalty: 4576.104492
	Iteration 18Q: 3 clusters Score -901950.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -901990.562500 Penalty: 4576.104492
	Iteration 19Q: 3 clusters Score -901990.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -902023.250000 Penalty: 4576.104492
	Iteration 20F: 3 clusters Score -902023.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -902045.062500 Penalty: 4576.104492
	Iteration 21Q: 3 clusters Score -902045.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -902060.937500 Penalty: 4576.104492
	Iteration 22Q: 3 clusters Score -902060.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -902073.625000 Penalty: 4576.104492
	Iteration 23Q: 3 clusters Score -902073.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -902088.625000 Penalty: 4576.104492
	Iteration 24Q: 3 clusters Score -902088.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -902102.000000 Penalty: 4576.104492
	Iteration 25Q: 3 clusters Score -902102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -902121.687500 Penalty: 4576.104492
	Iteration 26Q: 3 clusters Score -902121.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -902141.562500 Penalty: 4576.104492
	Iteration 27Q: 3 clusters Score -902141.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -902163.125000 Penalty: 4576.104492
	Iteration 28Q: 3 clusters Score -902163.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -902187.062500 Penalty: 4576.104492
	Iteration 29Q: 3 clusters Score -902187.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -902203.000000 Penalty: 4576.104492
	Iteration 30Q: 3 clusters Score -902203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -902226.500000 Penalty: 4576.104492
	Iteration 31Q: 3 clusters Score -902226.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -902251.875000 Penalty: 4576.104492
	Iteration 32Q: 3 clusters Score -902251.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -902273.750000 Penalty: 4576.104492
	Iteration 33Q: 3 clusters Score -902273.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -902299.875000 Penalty: 4576.104492
	Iteration 34Q: 3 clusters Score -902299.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -902321.125000 Penalty: 4576.104492
	Iteration 35Q: 3 clusters Score -902321.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -902340.437500 Penalty: 4576.104492
	Iteration 36Q: 3 clusters Score -902340.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -902374.375000 Penalty: 4576.104492
	Iteration 37Q: 3 clusters Score -902374.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -902415.375000 Penalty: 4576.104492
	Iteration 38Q: 3 clusters Score -902415.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -902465.812500 Penalty: 4576.104492
	Iteration 39Q: 3 clusters Score -902465.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -902526.562500 Penalty: 4576.104492
	Iteration 40F: 3 clusters Score -902526.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -902596.937500 Penalty: 4576.104492
	Iteration 41Q: 3 clusters Score -902596.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -902662.250000 Penalty: 4576.104492
	Iteration 42Q: 3 clusters Score -902662.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -902720.687500 Penalty: 4576.104492
	Iteration 43Q: 3 clusters Score -902720.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -902771.437500 Penalty: 4576.104492
	Iteration 44Q: 3 clusters Score -902771.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -902826.937500 Penalty: 4576.104492
	Iteration 45Q: 3 clusters Score -902826.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -902887.312500 Penalty: 4576.104492
	Iteration 46Q: 3 clusters Score -902887.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -902950.875000 Penalty: 4576.104492
	Iteration 47Q: 3 clusters Score -902950.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -903023.000000 Penalty: 4576.104492
	Iteration 48Q: 3 clusters Score -903023 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -903092.312500 Penalty: 4576.104492
	Iteration 49Q: 3 clusters Score -903092.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -903152.750000 Penalty: 4576.104492
	Iteration 50Q: 3 clusters Score -903152.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -903205.437500 Penalty: 4576.104492
	Iteration 51Q: 3 clusters Score -903205.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -903256.000000 Penalty: 4576.104492
	Iteration 52Q: 3 clusters Score -903256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -903293.875000 Penalty: 4576.104492
	Iteration 53Q: 3 clusters Score -903293.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -903316.375000 Penalty: 4576.104492
	Iteration 54Q: 3 clusters Score -903316.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -903324.250000 Penalty: 4576.104492
	Iteration 55Q: 3 clusters Score -903324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -903333.250000 Penalty: 4576.104492
	Iteration 56Q: 3 clusters Score -903333.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -903337.687500 Penalty: 4576.104492
	Iteration 57Q: 3 clusters Score -903337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -903345.875000 Penalty: 4576.104492
	Iteration 58Q: 3 clusters Score -903345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -903348.875000 Penalty: 4576.104492
	Iteration 59Q: 3 clusters Score -903348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -903347.875000 Penalty: 4576.104492
	Iteration 60F: 3 clusters Score -903347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -903350.250000 Penalty: 4576.104492
	Iteration 61Q: 3 clusters Score -903350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -903353.875000 Penalty: 4576.104492
	Iteration 62Q: 3 clusters Score -903353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -903356.187500 Penalty: 4576.104492
	Iteration 63Q: 3 clusters Score -903356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -903356.875000 Penalty: 4576.104492
	Iteration 64Q: 3 clusters Score -903356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -903356.875000 Penalty: 4576.104492
	Iteration 65F: 3 clusters Score -903356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Entering Unmasked Estep 
Score: -11493506.000000 Penalty: 2891.607178
	Iteration 0F: 2 clusters Score -1.149351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -11415853.000000 Penalty: 5783.214355
	Iteration 0F: 3 clusters Score -1.141585e+07 nChanged 55173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -11447417.000000 Penalty: 5783.214355
	Iteration 1F: 3 clusters Score -1.144742e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -11448404.000000 Penalty: 5783.214355
	Iteration 2Q: 3 clusters Score -1.14484e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -11449883.000000 Penalty: 5783.214355
	Iteration 3Q: 3 clusters Score -1.144988e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -11452359.000000 Penalty: 5783.214355
	Iteration 4Q: 3 clusters Score -1.145236e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -11456313.000000 Penalty: 5783.214355
	Iteration 5F: 3 clusters Score -1.145631e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78209 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -11461877.000000 Penalty: 5783.214355
	Iteration 6F: 3 clusters Score -1.146188e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -11467604.000000 Penalty: 5783.214355
	Iteration 7F: 3 clusters Score -1.14676e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -11472755.000000 Penalty: 5783.214355
	Iteration 8F: 3 clusters Score -1.147276e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -11476912.000000 Penalty: 5783.214355
	Iteration 9F: 3 clusters Score -1.147691e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -11480412.000000 Penalty: 5783.214355
	Iteration 10Q: 3 clusters Score -1.148041e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -11483661.000000 Penalty: 5783.214355
	Iteration 11Q: 3 clusters Score -1.148366e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -11486538.000000 Penalty: 5783.214355
	Iteration 12Q: 3 clusters Score -1.148654e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -11488642.000000 Penalty: 5783.214355
	Iteration 13Q: 3 clusters Score -1.148864e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11489780.000000 Penalty: 5783.214355
	Iteration 14Q: 3 clusters Score -1.148978e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11490432.000000 Penalty: 5783.214355
	Iteration 15Q: 3 clusters Score -1.149043e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11490767.000000 Penalty: 5783.214355
	Iteration 16Q: 3 clusters Score -1.149077e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115022 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -11490908.000000 Penalty: 5783.214355
	Iteration 17Q: 3 clusters Score -1.149091e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115120 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11490980.000000 Penalty: 5783.214355
	Iteration 18Q: 3 clusters Score -1.149098e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115172 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11491033.000000 Penalty: 5783.214355
	Iteration 19Q: 3 clusters Score -1.149103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11491052.000000 Penalty: 5783.214355
	Iteration 20F: 3 clusters Score -1.149105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11491068.000000 Penalty: 5783.214355
	Iteration 21Q: 3 clusters Score -1.149107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115254 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11491102.000000 Penalty: 5783.214355
	Iteration 22Q: 3 clusters Score -1.14911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11491110.000000 Penalty: 5783.214355
	Iteration 23Q: 3 clusters Score -1.149111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11491128.000000 Penalty: 5783.214355
	Iteration 24Q: 3 clusters Score -1.149113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115284 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11491121.000000 Penalty: 5783.214355
	Iteration 25Q: 3 clusters Score -1.149112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11491133.000000 Penalty: 5783.214355
	Iteration 26Q: 3 clusters Score -1.149113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11491135.000000 Penalty: 5783.214355
	Iteration 27Q: 3 clusters Score -1.149114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11491129.000000 Penalty: 5783.214355
	Iteration 28Q: 3 clusters Score -1.149113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11491135.000000 Penalty: 5783.214355
	Iteration 29Q: 3 clusters Score -1.149114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11491139.000000 Penalty: 5783.214355
	Iteration 30Q: 3 clusters Score -1.149114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11491139.000000 Penalty: 5783.214355
	Iteration 31F: 3 clusters Score -1.149114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Entering Unmasked Estep 
Score: -665969.625000 Penalty: 2196.663818
	Iteration 0F: 2 clusters Score -665969.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -660228.750000 Penalty: 4393.327637
	Iteration 0F: 3 clusters Score -660228.8 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -661896.875000 Penalty: 4393.327637
	Iteration 1F: 3 clusters Score -661896.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -662654.125000 Penalty: 4393.327637
	Iteration 2F: 3 clusters Score -662654.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -663575.187500 Penalty: 4393.327637
	Iteration 3F: 3 clusters Score -663575.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -664214.000000 Penalty: 4393.327637
	Iteration 4F: 3 clusters Score -664214 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -664609.062500 Penalty: 4393.327637
	Iteration 5F: 3 clusters Score -664609.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -664861.812500 Penalty: 4393.327637
	Iteration 6Q: 3 clusters Score -664861.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -665050.000000 Penalty: 4393.327637
	Iteration 7Q: 3 clusters Score -665050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -665145.062500 Penalty: 4393.327637
	Iteration 8Q: 3 clusters Score -665145.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -665208.687500 Penalty: 4393.327637
	Iteration 9Q: 3 clusters Score -665208.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -665268.812500 Penalty: 4393.327637
	Iteration 10Q: 3 clusters Score -665268.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -665320.937500 Penalty: 4393.327637
	Iteration 11Q: 3 clusters Score -665320.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -665354.687500 Penalty: 4393.327637
	Iteration 12Q: 3 clusters Score -665354.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -665382.875000 Penalty: 4393.327637
	Iteration 13Q: 3 clusters Score -665382.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -665401.437500 Penalty: 4393.327637
	Iteration 14Q: 3 clusters Score -665401.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -665430.687500 Penalty: 4393.327637
	Iteration 15Q: 3 clusters Score -665430.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -665461.312500 Penalty: 4393.327637
	Iteration 16Q: 3 clusters Score -665461.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -665478.125000 Penalty: 4393.327637
	Iteration 17Q: 3 clusters Score -665478.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -665494.000000 Penalty: 4393.327637
	Iteration 18Q: 3 clusters Score -665494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -665513.687500 Penalty: 4393.327637
	Iteration 19Q: 3 clusters Score -665513.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -665545.625000 Penalty: 4393.327637
	Iteration 20F: 3 clusters Score -665545.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -665573.750000 Penalty: 4393.327637
	Iteration 21Q: 3 clusters Score -665573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -665594.937500 Penalty: 4393.327637
	Iteration 22Q: 3 clusters Score -665594.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -665610.437500 Penalty: 4393.327637
	Iteration 23Q: 3 clusters Score -665610.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -665624.000000 Penalty: 4393.327637
	Iteration 24Q: 3 clusters Score -665624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -665634.500000 Penalty: 4393.327637
	Iteration 25Q: 3 clusters Score -665634.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -665645.687500 Penalty: 4393.327637
	Iteration 26Q: 3 clusters Score -665645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -665657.500000 Penalty: 4393.327637
	Iteration 27Q: 3 clusters Score -665657.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -665666.750000 Penalty: 4393.327637
	Iteration 28Q: 3 clusters Score -665666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -665669.500000 Penalty: 4393.327637
	Iteration 29Q: 3 clusters Score -665669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -665673.687500 Penalty: 4393.327637
	Iteration 30Q: 3 clusters Score -665673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -665675.625000 Penalty: 4393.327637
	Iteration 31Q: 3 clusters Score -665675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -665677.437500 Penalty: 4393.327637
	Iteration 32Q: 3 clusters Score -665677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -665679.250000 Penalty: 4393.327637
	Iteration 33Q: 3 clusters Score -665679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -665683.125000 Penalty: 4393.327637
	Iteration 34Q: 3 clusters Score -665683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -665684.500000 Penalty: 4393.327637
	Iteration 35Q: 3 clusters Score -665684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -665689.125000 Penalty: 4393.327637
	Iteration 36Q: 3 clusters Score -665689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -665690.312500 Penalty: 4393.327637
	Iteration 37Q: 3 clusters Score -665690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -665692.625000 Penalty: 4393.327637
	Iteration 38Q: 3 clusters Score -665692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -665694.375000 Penalty: 4393.327637
	Iteration 39Q: 3 clusters Score -665694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -665701.812500 Penalty: 4393.327637
	Iteration 40F: 3 clusters Score -665701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -665711.312500 Penalty: 4393.327637
	Iteration 41Q: 3 clusters Score -665711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -665721.687500 Penalty: 4393.327637
	Iteration 42Q: 3 clusters Score -665721.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -665733.875000 Penalty: 4393.327637
	Iteration 43Q: 3 clusters Score -665733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -665745.187500 Penalty: 4393.327637
	Iteration 44Q: 3 clusters Score -665745.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -665759.000000 Penalty: 4393.327637
	Iteration 45Q: 3 clusters Score -665759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -665766.062500 Penalty: 4393.327637
	Iteration 46Q: 3 clusters Score -665766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -665775.125000 Penalty: 4393.327637
	Iteration 47Q: 3 clusters Score -665775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -665781.625000 Penalty: 4393.327637
	Iteration 48Q: 3 clusters Score -665781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -665787.375000 Penalty: 4393.327637
	Iteration 49Q: 3 clusters Score -665787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -665790.250000 Penalty: 4393.327637
	Iteration 50Q: 3 clusters Score -665790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -665791.000000 Penalty: 4393.327637
	Iteration 51Q: 3 clusters Score -665791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -665791.000000 Penalty: 4393.327637
	Iteration 52F: 3 clusters Score -665791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -318520.812500 Penalty: 2008.689453
	Iteration 0F: 2 clusters Score -318520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -315043.468750 Penalty: 4017.378906
	Iteration 0F: 3 clusters Score -315043.5 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -315760.125000 Penalty: 4017.378906
	Iteration 1F: 3 clusters Score -315760.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -315942.750000 Penalty: 4017.378906
	Iteration 2F: 3 clusters Score -315942.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -316049.750000 Penalty: 4017.378906
	Iteration 3Q: 3 clusters Score -316049.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -316121.562500 Penalty: 4017.378906
	Iteration 4Q: 3 clusters Score -316121.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -316166.968750 Penalty: 4017.378906
	Iteration 5Q: 3 clusters Score -316167 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -316212.187500 Penalty: 4017.378906
	Iteration 6Q: 3 clusters Score -316212.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -316239.812500 Penalty: 4017.378906
	Iteration 7Q: 3 clusters Score -316239.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -316267.593750 Penalty: 4017.378906
	Iteration 8Q: 3 clusters Score -316267.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -316295.500000 Penalty: 4017.378906
	Iteration 9Q: 3 clusters Score -316295.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -316326.375000 Penalty: 4017.378906
	Iteration 10Q: 3 clusters Score -316326.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -316354.875000 Penalty: 4017.378906
	Iteration 11Q: 3 clusters Score -316354.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -316377.562500 Penalty: 4017.378906
	Iteration 12Q: 3 clusters Score -316377.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -316394.093750 Penalty: 4017.378906
	Iteration 13Q: 3 clusters Score -316394.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -316407.687500 Penalty: 4017.378906
	Iteration 14Q: 3 clusters Score -316407.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -316425.468750 Penalty: 4017.378906
	Iteration 15Q: 3 clusters Score -316425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -316438.812500 Penalty: 4017.378906
	Iteration 16Q: 3 clusters Score -316438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316445.375000 Penalty: 4017.378906
	Iteration 17Q: 3 clusters Score -316445.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -316450.562500 Penalty: 4017.378906
	Iteration 18Q: 3 clusters Score -316450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -316455.281250 Penalty: 4017.378906
	Iteration 19Q: 3 clusters Score -316455.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -316457.031250 Penalty: 4017.378906
	Iteration 20F: 3 clusters Score -316457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316459.031250 Penalty: 4017.378906
	Iteration 21Q: 3 clusters Score -316459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316462.406250 Penalty: 4017.378906
	Iteration 22Q: 3 clusters Score -316462.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -316467.218750 Penalty: 4017.378906
	Iteration 23Q: 3 clusters Score -316467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -316472.156250 Penalty: 4017.378906
	Iteration 24Q: 3 clusters Score -316472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -316478.031250 Penalty: 4017.378906
	Iteration 25Q: 3 clusters Score -316478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316482.781250 Penalty: 4017.378906
	Iteration 26Q: 3 clusters Score -316482.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316487.875000 Penalty: 4017.378906
	Iteration 27Q: 3 clusters Score -316487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316491.968750 Penalty: 4017.378906
	Iteration 28Q: 3 clusters Score -316492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -316496.406250 Penalty: 4017.378906
	Iteration 29Q: 3 clusters Score -316496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -316500.062500 Penalty: 4017.378906
	Iteration 30Q: 3 clusters Score -316500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -316505.625000 Penalty: 4017.378906
	Iteration 31Q: 3 clusters Score -316505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -316513.093750 Penalty: 4017.378906
	Iteration 32Q: 3 clusters Score -316513.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -316522.750000 Penalty: 4017.378906
	Iteration 33Q: 3 clusters Score -316522.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -316532.531250 Penalty: 4017.378906
	Iteration 34Q: 3 clusters Score -316532.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -316546.906250 Penalty: 4017.378906
	Iteration 35Q: 3 clusters Score -316546.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -316562.250000 Penalty: 4017.378906
	Iteration 36Q: 3 clusters Score -316562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -316576.250000 Penalty: 4017.378906
	Iteration 37Q: 3 clusters Score -316576.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -316586.843750 Penalty: 4017.378906
	Iteration 38Q: 3 clusters Score -316586.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -316596.531250 Penalty: 4017.378906
	Iteration 39Q: 3 clusters Score -316596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -316602.343750 Penalty: 4017.378906
	Iteration 40F: 3 clusters Score -316602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -316606.937500 Penalty: 4017.378906
	Iteration 41Q: 3 clusters Score -316606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -316610.343750 Penalty: 4017.378906
	Iteration 42Q: 3 clusters Score -316610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -316615.468750 Penalty: 4017.378906
	Iteration 43Q: 3 clusters Score -316615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -316619.812500 Penalty: 4017.378906
	Iteration 44Q: 3 clusters Score -316619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -316622.687500 Penalty: 4017.378906
	Iteration 45Q: 3 clusters Score -316622.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -316625.781250 Penalty: 4017.378906
	Iteration 46Q: 3 clusters Score -316625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -316628.062500 Penalty: 4017.378906
	Iteration 47Q: 3 clusters Score -316628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -316629.625000 Penalty: 4017.378906
	Iteration 48Q: 3 clusters Score -316629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -316630.031250 Penalty: 4017.378906
	Iteration 49Q: 3 clusters Score -316630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -316630.031250 Penalty: 4017.378906
	Iteration 50F: 3 clusters Score -316630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -287130.906250 Penalty: 1989.597046
	Iteration 0F: 2 clusters Score -287130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -283838.125000 Penalty: 3979.194092
	Iteration 0F: 3 clusters Score -283838.1 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -284521.781250 Penalty: 3979.194092
	Iteration 1F: 3 clusters Score -284521.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -284720.406250 Penalty: 3979.194092
	Iteration 2F: 3 clusters Score -284720.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -284838.250000 Penalty: 3979.194092
	Iteration 3F: 3 clusters Score -284838.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -284935.187500 Penalty: 3979.194092
	Iteration 4Q: 3 clusters Score -284935.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -285006.125000 Penalty: 3979.194092
	Iteration 5Q: 3 clusters Score -285006.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -285088.593750 Penalty: 3979.194092
	Iteration 6Q: 3 clusters Score -285088.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -285197.406250 Penalty: 3979.194092
	Iteration 7Q: 3 clusters Score -285197.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -285292.093750 Penalty: 3979.194092
	Iteration 8Q: 3 clusters Score -285292.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -285374.625000 Penalty: 3979.194092
	Iteration 9Q: 3 clusters Score -285374.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -285443.500000 Penalty: 3979.194092
	Iteration 10Q: 3 clusters Score -285443.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -285488.062500 Penalty: 3979.194092
	Iteration 11Q: 3 clusters Score -285488.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -285518.687500 Penalty: 3979.194092
	Iteration 12Q: 3 clusters Score -285518.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -285533.093750 Penalty: 3979.194092
	Iteration 13Q: 3 clusters Score -285533.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -285549.875000 Penalty: 3979.194092
	Iteration 14Q: 3 clusters Score -285549.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -285560.375000 Penalty: 3979.194092
	Iteration 15Q: 3 clusters Score -285560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -285567.843750 Penalty: 3979.194092
	Iteration 16Q: 3 clusters Score -285567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -285574.750000 Penalty: 3979.194092
	Iteration 17Q: 3 clusters Score -285574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -285580.500000 Penalty: 3979.194092
	Iteration 18Q: 3 clusters Score -285580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -285586.687500 Penalty: 3979.194092
	Iteration 19Q: 3 clusters Score -285586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -285591.843750 Penalty: 3979.194092
	Iteration 20F: 3 clusters Score -285591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -285594.250000 Penalty: 3979.194092
	Iteration 21Q: 3 clusters Score -285594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -285595.687500 Penalty: 3979.194092
	Iteration 22Q: 3 clusters Score -285595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -285595.687500 Penalty: 3979.194092
	Iteration 23F: 3 clusters Score -285595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Entering Unmasked Estep 
Score: -1169970.625000 Penalty: 2325.085938
	Iteration 0F: 2 clusters Score -1169971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1161111.000000 Penalty: 4650.171875
	Iteration 0F: 3 clusters Score -1161111 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1163961.125000 Penalty: 4650.171875
	Iteration 1F: 3 clusters Score -1163961 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1164384.375000 Penalty: 4650.171875
	Iteration 2F: 3 clusters Score -1164384 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1164863.000000 Penalty: 4650.171875
	Iteration 3F: 3 clusters Score -1164863 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1165410.000000 Penalty: 4650.171875
	Iteration 4F: 3 clusters Score -1165410 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1165987.750000 Penalty: 4650.171875
	Iteration 5F: 3 clusters Score -1165988 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1166491.375000 Penalty: 4650.171875
	Iteration 6F: 3 clusters Score -1166491 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1166790.000000 Penalty: 4650.171875
	Iteration 7Q: 3 clusters Score -1166790 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1166991.500000 Penalty: 4650.171875
	Iteration 8Q: 3 clusters Score -1166992 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1167136.500000 Penalty: 4650.171875
	Iteration 9Q: 3 clusters Score -1167136 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1167222.875000 Penalty: 4650.171875
	Iteration 10Q: 3 clusters Score -1167223 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1167278.625000 Penalty: 4650.171875
	Iteration 11Q: 3 clusters Score -1167279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1167317.625000 Penalty: 4650.171875
	Iteration 12Q: 3 clusters Score -1167318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1167352.375000 Penalty: 4650.171875
	Iteration 13Q: 3 clusters Score -1167352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1167385.625000 Penalty: 4650.171875
	Iteration 14Q: 3 clusters Score -1167386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1167421.000000 Penalty: 4650.171875
	Iteration 15Q: 3 clusters Score -1167421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1167450.125000 Penalty: 4650.171875
	Iteration 16Q: 3 clusters Score -1167450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1167473.625000 Penalty: 4650.171875
	Iteration 17Q: 3 clusters Score -1167474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1167498.750000 Penalty: 4650.171875
	Iteration 18Q: 3 clusters Score -1167499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1167521.625000 Penalty: 4650.171875
	Iteration 19Q: 3 clusters Score -1167522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1167544.000000 Penalty: 4650.171875
	Iteration 20F: 3 clusters Score -1167544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1167555.000000 Penalty: 4650.171875
	Iteration 21Q: 3 clusters Score -1167555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1167577.750000 Penalty: 4650.171875
	Iteration 22Q: 3 clusters Score -1167578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1167603.000000 Penalty: 4650.171875
	Iteration 23Q: 3 clusters Score -1167603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1167634.250000 Penalty: 4650.171875
	Iteration 24Q: 3 clusters Score -1167634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1167662.625000 Penalty: 4650.171875
	Iteration 25Q: 3 clusters Score -1167663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1167684.500000 Penalty: 4650.171875
	Iteration 26Q: 3 clusters Score -1167684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1167707.000000 Penalty: 4650.171875
	Iteration 27Q: 3 clusters Score -1167707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1167723.000000 Penalty: 4650.171875
	Iteration 28Q: 3 clusters Score -1167723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1167743.000000 Penalty: 4650.171875
	Iteration 29Q: 3 clusters Score -1167743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1167754.375000 Penalty: 4650.171875
	Iteration 30Q: 3 clusters Score -1167754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1167771.250000 Penalty: 4650.171875
	Iteration 31Q: 3 clusters Score -1167771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1167782.250000 Penalty: 4650.171875
	Iteration 32Q: 3 clusters Score -1167782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1167792.000000 Penalty: 4650.171875
	Iteration 33Q: 3 clusters Score -1167792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1167797.250000 Penalty: 4650.171875
	Iteration 34Q: 3 clusters Score -1167797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1167802.750000 Penalty: 4650.171875
	Iteration 35Q: 3 clusters Score -1167803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1167806.375000 Penalty: 4650.171875
	Iteration 36Q: 3 clusters Score -1167806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1167812.375000 Penalty: 4650.171875
	Iteration 37Q: 3 clusters Score -1167812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1167819.500000 Penalty: 4650.171875
	Iteration 38Q: 3 clusters Score -1167820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1167830.875000 Penalty: 4650.171875
	Iteration 39Q: 3 clusters Score -1167831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1167842.500000 Penalty: 4650.171875
	Iteration 40F: 3 clusters Score -1167842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1167852.750000 Penalty: 4650.171875
	Iteration 41Q: 3 clusters Score -1167853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1167857.500000 Penalty: 4650.171875
	Iteration 42Q: 3 clusters Score -1167858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1167864.000000 Penalty: 4650.171875
	Iteration 43Q: 3 clusters Score -1167864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1167868.125000 Penalty: 4650.171875
	Iteration 44Q: 3 clusters Score -1167868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1167870.125000 Penalty: 4650.171875
	Iteration 45Q: 3 clusters Score -1167870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1167878.875000 Penalty: 4650.171875
	Iteration 46Q: 3 clusters Score -1167879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1167892.125000 Penalty: 4650.171875
	Iteration 47Q: 3 clusters Score -1167892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1167899.500000 Penalty: 4650.171875
	Iteration 48Q: 3 clusters Score -1167900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1167902.750000 Penalty: 4650.171875
	Iteration 49Q: 3 clusters Score -1167903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1167906.625000 Penalty: 4650.171875
	Iteration 50Q: 3 clusters Score -1167907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1167910.875000 Penalty: 4650.171875
	Iteration 51Q: 3 clusters Score -1167911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1167912.500000 Penalty: 4650.171875
	Iteration 52Q: 3 clusters Score -1167912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1167914.375000 Penalty: 4650.171875
	Iteration 53Q: 3 clusters Score -1167914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1167916.250000 Penalty: 4650.171875
	Iteration 54Q: 3 clusters Score -1167916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1167916.875000 Penalty: 4650.171875
	Iteration 55Q: 3 clusters Score -1167917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1167919.125000 Penalty: 4650.171875
	Iteration 56Q: 3 clusters Score -1167919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1167921.250000 Penalty: 4650.171875
	Iteration 57Q: 3 clusters Score -1167921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1167922.000000 Penalty: 4650.171875
	Iteration 58Q: 3 clusters Score -1167922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1167927.250000 Penalty: 4650.171875
	Iteration 59Q: 3 clusters Score -1167927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1167933.000000 Penalty: 4650.171875
	Iteration 60F: 3 clusters Score -1167933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1167934.125000 Penalty: 4650.171875
	Iteration 61Q: 3 clusters Score -1167934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1167935.250000 Penalty: 4650.171875
	Iteration 62Q: 3 clusters Score -1167935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1167937.625000 Penalty: 4650.171875
	Iteration 63Q: 3 clusters Score -1167938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1167940.125000 Penalty: 4650.171875
	Iteration 64Q: 3 clusters Score -1167940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1167940.125000 Penalty: 4650.171875
	Iteration 65F: 3 clusters Score -1167940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Entering Unmasked Estep 
Score: -8838622.000000 Penalty: 2854.355957
	Iteration 0F: 2 clusters Score -8838622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -8771818.000000 Penalty: 5708.711914
	Iteration 0F: 3 clusters Score -8771818 nChanged 47205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8799524.000000 Penalty: 5708.711914
	Iteration 1F: 3 clusters Score -8799524 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8800903.000000 Penalty: 5708.711914
	Iteration 2Q: 3 clusters Score -8800903 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8802799.000000 Penalty: 5708.711914
	Iteration 3Q: 3 clusters Score -8802799 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -8805583.000000 Penalty: 5708.711914
	Iteration 4F: 3 clusters Score -8805583 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -8809972.000000 Penalty: 5708.711914
	Iteration 5F: 3 clusters Score -8809972 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -8815508.000000 Penalty: 5708.711914
	Iteration 6F: 3 clusters Score -8815508 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -8821767.000000 Penalty: 5708.711914
	Iteration 7F: 3 clusters Score -8821767 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -8827329.000000 Penalty: 5708.711914
	Iteration 8F: 3 clusters Score -8827329 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -8831091.000000 Penalty: 5708.711914
	Iteration 9Q: 3 clusters Score -8831091 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -8833135.000000 Penalty: 5708.711914
	Iteration 10Q: 3 clusters Score -8833135 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -8834436.000000 Penalty: 5708.711914
	Iteration 11Q: 3 clusters Score -8834436 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -8835201.000000 Penalty: 5708.711914
	Iteration 12Q: 3 clusters Score -8835201 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -8835733.000000 Penalty: 5708.711914
	Iteration 13Q: 3 clusters Score -8835733 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -8836176.000000 Penalty: 5708.711914
	Iteration 14Q: 3 clusters Score -8836176 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8836421.000000 Penalty: 5708.711914
	Iteration 15Q: 3 clusters Score -8836421 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 5708.711914
	Iteration 16Q: 3 clusters Score -8836617 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8836772.000000 Penalty: 5708.711914
	Iteration 17Q: 3 clusters Score -8836772 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -8836868.000000 Penalty: 5708.711914
	Iteration 18Q: 3 clusters Score -8836868 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8836923.000000 Penalty: 5708.711914
	Iteration 19Q: 3 clusters Score -8836923 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8836942.000000 Penalty: 5708.711914
	Iteration 20F: 3 clusters Score -8836942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8836991.000000 Penalty: 5708.711914
	Iteration 21Q: 3 clusters Score -8836991 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8837007.000000 Penalty: 5708.711914
	Iteration 22Q: 3 clusters Score -8837007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8837045.000000 Penalty: 5708.711914
	Iteration 23Q: 3 clusters Score -8837045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8837082.000000 Penalty: 5708.711914
	Iteration 24Q: 3 clusters Score -8837082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8837091.000000 Penalty: 5708.711914
	Iteration 25Q: 3 clusters Score -8837091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8837105.000000 Penalty: 5708.711914
	Iteration 26Q: 3 clusters Score -8837105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8837101.000000 Penalty: 5708.711914
	Iteration 27Q: 3 clusters Score -8837101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8837105.000000 Penalty: 5708.711914
	Iteration 28Q: 3 clusters Score -8837105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8837108.000000 Penalty: 5708.711914
	Iteration 29Q: 3 clusters Score -8837108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8837117.000000 Penalty: 5708.711914
	Iteration 30Q: 3 clusters Score -8837117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8837139.000000 Penalty: 5708.711914
	Iteration 31Q: 3 clusters Score -8837139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8837150.000000 Penalty: 5708.711914
	Iteration 32Q: 3 clusters Score -8837150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8837155.000000 Penalty: 5708.711914
	Iteration 33Q: 3 clusters Score -8837155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8837170.000000 Penalty: 5708.711914
	Iteration 34Q: 3 clusters Score -8837170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8837197.000000 Penalty: 5708.711914
	Iteration 35Q: 3 clusters Score -8837197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8837212.000000 Penalty: 5708.711914
	Iteration 36Q: 3 clusters Score -8837212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8837217.000000 Penalty: 5708.711914
	Iteration 37Q: 3 clusters Score -8837217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8837236.000000 Penalty: 5708.711914
	Iteration 38Q: 3 clusters Score -8837236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8837252.000000 Penalty: 5708.711914
	Iteration 39Q: 3 clusters Score -8837252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8837260.000000 Penalty: 5708.711914
	Iteration 40F: 3 clusters Score -8837260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8837290.000000 Penalty: 5708.711914
	Iteration 41Q: 3 clusters Score -8837290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8837295.000000 Penalty: 5708.711914
	Iteration 42Q: 3 clusters Score -8837295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8837306.000000 Penalty: 5708.711914
	Iteration 43Q: 3 clusters Score -8837306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8837317.000000 Penalty: 5708.711914
	Iteration 44Q: 3 clusters Score -8837317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8837327.000000 Penalty: 5708.711914
	Iteration 45Q: 3 clusters Score -8837327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8837339.000000 Penalty: 5708.711914
	Iteration 46Q: 3 clusters Score -8837339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8837374.000000 Penalty: 5708.711914
	Iteration 47Q: 3 clusters Score -8837374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8837389.000000 Penalty: 5708.711914
	Iteration 48Q: 3 clusters Score -8837389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8837381.000000 Penalty: 5708.711914
	Iteration 49Q: 3 clusters Score -8837381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8837379.000000 Penalty: 5708.711914
	Iteration 50Q: 3 clusters Score -8837379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8837384.000000 Penalty: 5708.711914
	Iteration 51Q: 3 clusters Score -8837384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8837393.000000 Penalty: 5708.711914
	Iteration 52Q: 3 clusters Score -8837393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8837381.000000 Penalty: 5708.711914
	Iteration 53Q: 3 clusters Score -8837381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8837380.000000 Penalty: 5708.711914
	Iteration 54Q: 3 clusters Score -8837380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8837378.000000 Penalty: 5708.711914
	Iteration 55Q: 3 clusters Score -8837378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8837376.000000 Penalty: 5708.711914
	Iteration 56Q: 3 clusters Score -8837376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8837377.000000 Penalty: 5708.711914
	Iteration 57Q: 3 clusters Score -8837377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8837378.000000 Penalty: 5708.711914
	Iteration 58Q: 3 clusters Score -8837378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8837385.000000 Penalty: 5708.711914
	Iteration 59Q: 3 clusters Score -8837385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8837389.000000 Penalty: 5708.711914
	Iteration 60F: 3 clusters Score -8837389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8837392.000000 Penalty: 5708.711914
	Iteration 61Q: 3 clusters Score -8837392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8837389.000000 Penalty: 5708.711914
	Iteration 62Q: 3 clusters Score -8837389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8837391.000000 Penalty: 5708.711914
	Iteration 63Q: 3 clusters Score -8837391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8837387.000000 Penalty: 5708.711914
	Iteration 64Q: 3 clusters Score -8837387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8837387.000000 Penalty: 5708.711914
	Iteration 65F: 3 clusters Score -8837387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1294685.125000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1294685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1285224.000000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1285224 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1288098.750000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1288099 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1288404.625000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1288405 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1288632.250000 Penalty: 4693.322266
	Iteration 3Q: 3 clusters Score -1288632 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1288807.125000 Penalty: 4693.322266
	Iteration 4Q: 3 clusters Score -1288807 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1288962.000000 Penalty: 4693.322266
	Iteration 5Q: 3 clusters Score -1288962 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1289118.750000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1289119 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1289261.125000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1289261 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1289409.000000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1289409 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1289587.375000 Penalty: 4693.322266
	Iteration 9Q: 3 clusters Score -1289587 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1289776.375000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1289776 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1289987.750000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1289988 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1290228.125000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1290228 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1290507.625000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1290508 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1290823.250000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1290823 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1291129.500000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1291130 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1291395.125000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1291395 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1291620.500000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1291620 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1291831.625000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1291832 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1292007.250000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1292007 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1292144.750000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1292145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1292250.375000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1292250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1292342.625000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1292343 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1292411.625000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1292412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1292461.625000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1292462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1292490.625000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1292491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1292513.125000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1292513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1292534.625000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1292535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1292564.875000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1292565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1292583.125000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1292583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1292598.375000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1292598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1292610.500000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1292610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1292623.375000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1292623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1292627.000000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1292627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1292629.750000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1292630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1292636.500000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1292636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1292640.625000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1292641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1292647.625000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1292648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1292656.750000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1292657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1292662.250000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1292662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1292673.625000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1292674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1292674.375000 Penalty: 4693.322266
	Iteration 41Q: 3 clusters Score -1292674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1292678.125000 Penalty: 4693.322266
	Iteration 42Q: 3 clusters Score -1292678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1292678.000000 Penalty: 4693.322266
	Iteration 43Q: 3 clusters Score -1292678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1292678.000000 Penalty: 4693.322266
	Iteration 44F: 3 clusters Score -1292678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -181535.250000 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -181535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -178905.484375 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -178905.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -179389.078125 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -179389.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -179543.125000 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -179543.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179632.796875 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -179632.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -179680.437500 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -179680.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -179724.562500 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -179724.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -179772.687500 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -179772.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -179816.171875 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -179816.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179868.359375 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -179868.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -179915.796875 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -179915.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179969.093750 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -179969.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180036.265625 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -180036.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -180091.531250 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -180091.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -180142.062500 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -180142.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -180207.703125 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -180207.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -180275.265625 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -180275.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180338.093750 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -180338.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -180389.687500 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -180389.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -180443.484375 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -180443.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180484.671875 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -180484.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -180522.843750 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -180522.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -180549.265625 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -180549.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -180561.484375 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -180561.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -180578.062500 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -180578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -180587.640625 Penalty: 3772.521240
	Iteration 24Q: 3 clusters Score -180587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180597.093750 Penalty: 3772.521240
	Iteration 25Q: 3 clusters Score -180597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180602.578125 Penalty: 3772.521240
	Iteration 26Q: 3 clusters Score -180602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180608.968750 Penalty: 3772.521240
	Iteration 27Q: 3 clusters Score -180609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180610.656250 Penalty: 3772.521240
	Iteration 28Q: 3 clusters Score -180610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -180617.203125 Penalty: 3772.521240
	Iteration 29Q: 3 clusters Score -180617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -180625.078125 Penalty: 3772.521240
	Iteration 30Q: 3 clusters Score -180625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180641.218750 Penalty: 3772.521240
	Iteration 31Q: 3 clusters Score -180641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -180655.359375 Penalty: 3772.521240
	Iteration 32Q: 3 clusters Score -180655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180658.281250 Penalty: 3772.521240
	Iteration 33Q: 3 clusters Score -180658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -180658.281250 Penalty: 3772.521240
	Iteration 34F: 3 clusters Score -180658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -202372.921875 Penalty: 1910.457886
	Iteration 0F: 2 clusters Score -202372.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -199614.328125 Penalty: 3820.915771
	Iteration 0F: 3 clusters Score -199614.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -200135.031250 Penalty: 3820.915771
	Iteration 1F: 3 clusters Score -200135 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -200351.890625 Penalty: 3820.915771
	Iteration 2F: 3 clusters Score -200351.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -200544.250000 Penalty: 3820.915771
	Iteration 3F: 3 clusters Score -200544.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -200714.578125 Penalty: 3820.915771
	Iteration 4F: 3 clusters Score -200714.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -200896.718750 Penalty: 3820.915771
	Iteration 5F: 3 clusters Score -200896.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -201042.937500 Penalty: 3820.915771
	Iteration 6F: 3 clusters Score -201042.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -201182.046875 Penalty: 3820.915771
	Iteration 7Q: 3 clusters Score -201182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -201271.187500 Penalty: 3820.915771
	Iteration 8Q: 3 clusters Score -201271.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -201332.953125 Penalty: 3820.915771
	Iteration 9Q: 3 clusters Score -201333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -201367.453125 Penalty: 3820.915771
	Iteration 10Q: 3 clusters Score -201367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -201387.375000 Penalty: 3820.915771
	Iteration 11Q: 3 clusters Score -201387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -201396.781250 Penalty: 3820.915771
	Iteration 12Q: 3 clusters Score -201396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -201400.750000 Penalty: 3820.915771
	Iteration 13Q: 3 clusters Score -201400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -201404.140625 Penalty: 3820.915771
	Iteration 14Q: 3 clusters Score -201404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -201408.781250 Penalty: 3820.915771
	Iteration 15Q: 3 clusters Score -201408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -201414.359375 Penalty: 3820.915771
	Iteration 16Q: 3 clusters Score -201414.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -201422.765625 Penalty: 3820.915771
	Iteration 17Q: 3 clusters Score -201422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -201426.125000 Penalty: 3820.915771
	Iteration 18Q: 3 clusters Score -201426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -201429.125000 Penalty: 3820.915771
	Iteration 19Q: 3 clusters Score -201429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -201430.093750 Penalty: 3820.915771
	Iteration 20F: 3 clusters Score -201430.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -366494.531250 Penalty: 2044.985596
	Iteration 0F: 2 clusters Score -366494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -362695.562500 Penalty: 4089.971191
	Iteration 0F: 3 clusters Score -362695.6 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -363599.875000 Penalty: 4089.971191
	Iteration 1F: 3 clusters Score -363599.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -363865.968750 Penalty: 4089.971191
	Iteration 2F: 3 clusters Score -363866 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -364035.875000 Penalty: 4089.971191
	Iteration 3F: 3 clusters Score -364035.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -364151.531250 Penalty: 4089.971191
	Iteration 4Q: 3 clusters Score -364151.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -364234.343750 Penalty: 4089.971191
	Iteration 5Q: 3 clusters Score -364234.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -364317.687500 Penalty: 4089.971191
	Iteration 6Q: 3 clusters Score -364317.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -364373.500000 Penalty: 4089.971191
	Iteration 7Q: 3 clusters Score -364373.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -364419.625000 Penalty: 4089.971191
	Iteration 8Q: 3 clusters Score -364419.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -364451.031250 Penalty: 4089.971191
	Iteration 9Q: 3 clusters Score -364451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -364483.750000 Penalty: 4089.971191
	Iteration 10Q: 3 clusters Score -364483.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -364515.968750 Penalty: 4089.971191
	Iteration 11Q: 3 clusters Score -364516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -364535.156250 Penalty: 4089.971191
	Iteration 12Q: 3 clusters Score -364535.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -364557.093750 Penalty: 4089.971191
	Iteration 13Q: 3 clusters Score -364557.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -364575.531250 Penalty: 4089.971191
	Iteration 14Q: 3 clusters Score -364575.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -364585.187500 Penalty: 4089.971191
	Iteration 15Q: 3 clusters Score -364585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -364593.343750 Penalty: 4089.971191
	Iteration 16Q: 3 clusters Score -364593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -364598.500000 Penalty: 4089.971191
	Iteration 17Q: 3 clusters Score -364598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -364601.281250 Penalty: 4089.971191
	Iteration 18Q: 3 clusters Score -364601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -364604.281250 Penalty: 4089.971191
	Iteration 19Q: 3 clusters Score -364604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -364606.406250 Penalty: 4089.971191
	Iteration 20F: 3 clusters Score -364606.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -364611.343750 Penalty: 4089.971191
	Iteration 21Q: 3 clusters Score -364611.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -364615.281250 Penalty: 4089.971191
	Iteration 22Q: 3 clusters Score -364615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -364618.156250 Penalty: 4089.971191
	Iteration 23Q: 3 clusters Score -364618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -364621.218750 Penalty: 4089.971191
	Iteration 24Q: 3 clusters Score -364621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -364622.843750 Penalty: 4089.971191
	Iteration 25Q: 3 clusters Score -364622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -364627.562500 Penalty: 4089.971191
	Iteration 26Q: 3 clusters Score -364627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -364630.437500 Penalty: 4089.971191
	Iteration 27Q: 3 clusters Score -364630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -364631.968750 Penalty: 4089.971191
	Iteration 28Q: 3 clusters Score -364632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -364632.687500 Penalty: 4089.971191
	Iteration 29Q: 3 clusters Score -364632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -364633.125000 Penalty: 4089.971191
	Iteration 30Q: 3 clusters Score -364633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -364633.187500 Penalty: 4089.971191
	Iteration 31Q: 3 clusters Score -364633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -364633.187500 Penalty: 4089.971191
	Iteration 32F: 3 clusters Score -364633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -254929.031250 Penalty: 1978.365967
	Iteration 0F: 2 clusters Score -254929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -251726.562500 Penalty: 3956.731934
	Iteration 0F: 3 clusters Score -251726.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -252564.140625 Penalty: 3956.731934
	Iteration 1F: 3 clusters Score -252564.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -252900.406250 Penalty: 3956.731934
	Iteration 2F: 3 clusters Score -252900.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -253080.234375 Penalty: 3956.731934
	Iteration 3F: 3 clusters Score -253080.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -253202.390625 Penalty: 3956.731934
	Iteration 4Q: 3 clusters Score -253202.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -253306.078125 Penalty: 3956.731934
	Iteration 5Q: 3 clusters Score -253306.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -253407.718750 Penalty: 3956.731934
	Iteration 6Q: 3 clusters Score -253407.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253481.312500 Penalty: 3956.731934
	Iteration 7Q: 3 clusters Score -253481.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253527.578125 Penalty: 3956.731934
	Iteration 8Q: 3 clusters Score -253527.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -253560.781250 Penalty: 3956.731934
	Iteration 9Q: 3 clusters Score -253560.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -253596.031250 Penalty: 3956.731934
	Iteration 10Q: 3 clusters Score -253596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -253624.218750 Penalty: 3956.731934
	Iteration 11Q: 3 clusters Score -253624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -253649.328125 Penalty: 3956.731934
	Iteration 12Q: 3 clusters Score -253649.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -253676.312500 Penalty: 3956.731934
	Iteration 13Q: 3 clusters Score -253676.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -253700.593750 Penalty: 3956.731934
	Iteration 14Q: 3 clusters Score -253700.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -253732.921875 Penalty: 3956.731934
	Iteration 15Q: 3 clusters Score -253732.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -253760.703125 Penalty: 3956.731934
	Iteration 16Q: 3 clusters Score -253760.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -253783.718750 Penalty: 3956.731934
	Iteration 17Q: 3 clusters Score -253783.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -253798.187500 Penalty: 3956.731934
	Iteration 18Q: 3 clusters Score -253798.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -253815.312500 Penalty: 3956.731934
	Iteration 19Q: 3 clusters Score -253815.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -253829.093750 Penalty: 3956.731934
	Iteration 20F: 3 clusters Score -253829.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -253842.375000 Penalty: 3956.731934
	Iteration 21Q: 3 clusters Score -253842.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253861.546875 Penalty: 3956.731934
	Iteration 22Q: 3 clusters Score -253861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -253878.906250 Penalty: 3956.731934
	Iteration 23Q: 3 clusters Score -253878.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -253900.859375 Penalty: 3956.731934
	Iteration 24Q: 3 clusters Score -253900.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -253922.234375 Penalty: 3956.731934
	Iteration 25Q: 3 clusters Score -253922.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -253937.421875 Penalty: 3956.731934
	Iteration 26Q: 3 clusters Score -253937.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -253948.781250 Penalty: 3956.731934
	Iteration 27Q: 3 clusters Score -253948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -253960.828125 Penalty: 3956.731934
	Iteration 28Q: 3 clusters Score -253960.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -253973.453125 Penalty: 3956.731934
	Iteration 29Q: 3 clusters Score -253973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -253976.046875 Penalty: 3956.731934
	Iteration 30Q: 3 clusters Score -253976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -253981.843750 Penalty: 3956.731934
	Iteration 31Q: 3 clusters Score -253981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -253990.125000 Penalty: 3956.731934
	Iteration 32Q: 3 clusters Score -253990.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -254001.640625 Penalty: 3956.731934
	Iteration 33Q: 3 clusters Score -254001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -254007.796875 Penalty: 3956.731934
	Iteration 34Q: 3 clusters Score -254007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -254012.125000 Penalty: 3956.731934
	Iteration 35Q: 3 clusters Score -254012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -254014.828125 Penalty: 3956.731934
	Iteration 36Q: 3 clusters Score -254014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -254022.062500 Penalty: 3956.731934
	Iteration 37Q: 3 clusters Score -254022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -254031.968750 Penalty: 3956.731934
	Iteration 38Q: 3 clusters Score -254032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -254040.437500 Penalty: 3956.731934
	Iteration 39Q: 3 clusters Score -254040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -254043.796875 Penalty: 3956.731934
	Iteration 40F: 3 clusters Score -254043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -254046.250000 Penalty: 3956.731934
	Iteration 41Q: 3 clusters Score -254046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -254047.093750 Penalty: 3956.731934
	Iteration 42Q: 3 clusters Score -254047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -254047.093750 Penalty: 3956.731934
	Iteration 43F: 3 clusters Score -254047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -519060.343750 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -519060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -514373.000000 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -514373 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -515490.843750 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -515490.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -515734.781250 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -515734.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -515877.781250 Penalty: 4253.054688
	Iteration 3F: 3 clusters Score -515877.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -515973.093750 Penalty: 4253.054688
	Iteration 4Q: 3 clusters Score -515973.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -516033.718750 Penalty: 4253.054688
	Iteration 5Q: 3 clusters Score -516033.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -516087.656250 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -516087.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -516117.781250 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -516117.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -516144.875000 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -516144.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -516165.656250 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -516165.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -516185.625000 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -516185.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -516208.281250 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -516208.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -516227.781250 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -516227.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -516243.593750 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -516243.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -516254.593750 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -516254.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -516265.312500 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -516265.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -516271.062500 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -516271.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -516284.125000 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -516284.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -516295.750000 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -516295.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -516305.750000 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -516305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -516314.062500 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -516314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -516320.781250 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -516320.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516325.218750 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -516325.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -516333.531250 Penalty: 4253.054688
	Iteration 23Q: 3 clusters Score -516333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -516337.093750 Penalty: 4253.054688
	Iteration 24Q: 3 clusters Score -516337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -516341.500000 Penalty: 4253.054688
	Iteration 25Q: 3 clusters Score -516341.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -516345.718750 Penalty: 4253.054688
	Iteration 26Q: 3 clusters Score -516345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -516346.781250 Penalty: 4253.054688
	Iteration 27Q: 3 clusters Score -516346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -516349.437500 Penalty: 4253.054688
	Iteration 28Q: 3 clusters Score -516349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -516354.468750 Penalty: 4253.054688
	Iteration 29Q: 3 clusters Score -516354.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -516359.687500 Penalty: 4253.054688
	Iteration 30Q: 3 clusters Score -516359.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -516363.625000 Penalty: 4253.054688
	Iteration 31Q: 3 clusters Score -516363.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -516365.031250 Penalty: 4253.054688
	Iteration 32Q: 3 clusters Score -516365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -516368.187500 Penalty: 4253.054688
	Iteration 33Q: 3 clusters Score -516368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -516369.531250 Penalty: 4253.054688
	Iteration 34Q: 3 clusters Score -516369.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -516371.718750 Penalty: 4253.054688
	Iteration 35Q: 3 clusters Score -516371.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -516373.781250 Penalty: 4253.054688
	Iteration 36Q: 3 clusters Score -516373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -516375.781250 Penalty: 4253.054688
	Iteration 37Q: 3 clusters Score -516375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -516377.812500 Penalty: 4253.054688
	Iteration 38Q: 3 clusters Score -516377.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -516379.031250 Penalty: 4253.054688
	Iteration 39Q: 3 clusters Score -516379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -516381.125000 Penalty: 4253.054688
	Iteration 40F: 3 clusters Score -516381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -516385.437500 Penalty: 4253.054688
	Iteration 41Q: 3 clusters Score -516385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -516388.687500 Penalty: 4253.054688
	Iteration 42Q: 3 clusters Score -516388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -516391.156250 Penalty: 4253.054688
	Iteration 43Q: 3 clusters Score -516391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -516395.687500 Penalty: 4253.054688
	Iteration 44Q: 3 clusters Score -516395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -516397.000000 Penalty: 4253.054688
	Iteration 45Q: 3 clusters Score -516397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -516399.843750 Penalty: 4253.054688
	Iteration 46Q: 3 clusters Score -516399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -516402.093750 Penalty: 4253.054688
	Iteration 47Q: 3 clusters Score -516402.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -516407.093750 Penalty: 4253.054688
	Iteration 48Q: 3 clusters Score -516407.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -516412.156250 Penalty: 4253.054688
	Iteration 49Q: 3 clusters Score -516412.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -516416.312500 Penalty: 4253.054688
	Iteration 50Q: 3 clusters Score -516416.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -516426.468750 Penalty: 4253.054688
	Iteration 51Q: 3 clusters Score -516426.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -516435.562500 Penalty: 4253.054688
	Iteration 52Q: 3 clusters Score -516435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -516445.343750 Penalty: 4253.054688
	Iteration 53Q: 3 clusters Score -516445.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -516455.812500 Penalty: 4253.054688
	Iteration 54Q: 3 clusters Score -516455.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -516468.031250 Penalty: 4253.054688
	Iteration 55Q: 3 clusters Score -516468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -516478.500000 Penalty: 4253.054688
	Iteration 56Q: 3 clusters Score -516478.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -516489.875000 Penalty: 4253.054688
	Iteration 57Q: 3 clusters Score -516489.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -516498.375000 Penalty: 4253.054688
	Iteration 58Q: 3 clusters Score -516498.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -516509.187500 Penalty: 4253.054688
	Iteration 59Q: 3 clusters Score -516509.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -516523.093750 Penalty: 4253.054688
	Iteration 60F: 3 clusters Score -516523.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -516535.593750 Penalty: 4253.054688
	Iteration 61Q: 3 clusters Score -516535.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -516544.843750 Penalty: 4253.054688
	Iteration 62Q: 3 clusters Score -516544.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -516553.687500 Penalty: 4253.054688
	Iteration 63Q: 3 clusters Score -516553.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -516559.531250 Penalty: 4253.054688
	Iteration 64Q: 3 clusters Score -516559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -516567.000000 Penalty: 4253.054688
	Iteration 65Q: 3 clusters Score -516567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -516577.281250 Penalty: 4253.054688
	Iteration 66Q: 3 clusters Score -516577.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -516587.812500 Penalty: 4253.054688
	Iteration 67Q: 3 clusters Score -516587.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -516605.843750 Penalty: 4253.054688
	Iteration 68Q: 3 clusters Score -516605.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -516631.312500 Penalty: 4253.054688
	Iteration 69Q: 3 clusters Score -516631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -516649.031250 Penalty: 4253.054688
	Iteration 70Q: 3 clusters Score -516649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -516670.031250 Penalty: 4253.054688
	Iteration 71Q: 3 clusters Score -516670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -516696.218750 Penalty: 4253.054688
	Iteration 72Q: 3 clusters Score -516696.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -516722.312500 Penalty: 4253.054688
	Iteration 73Q: 3 clusters Score -516722.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -516755.250000 Penalty: 4253.054688
	Iteration 74Q: 3 clusters Score -516755.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -516788.937500 Penalty: 4253.054688
	Iteration 75Q: 3 clusters Score -516788.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -516827.468750 Penalty: 4253.054688
	Iteration 76Q: 3 clusters Score -516827.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -516862.843750 Penalty: 4253.054688
	Iteration 77Q: 3 clusters Score -516862.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -516900.000000 Penalty: 4253.054688
	Iteration 78Q: 3 clusters Score -516900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -516941.437500 Penalty: 4253.054688
	Iteration 79Q: 3 clusters Score -516941.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -516979.093750 Penalty: 4253.054688
	Iteration 80F: 3 clusters Score -516979.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -517007.937500 Penalty: 4253.054688
	Iteration 81Q: 3 clusters Score -517007.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -517031.218750 Penalty: 4253.054688
	Iteration 82Q: 3 clusters Score -517031.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -517053.968750 Penalty: 4253.054688
	Iteration 83Q: 3 clusters Score -517054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -517076.156250 Penalty: 4253.054688
	Iteration 84Q: 3 clusters Score -517076.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -517102.812500 Penalty: 4253.054688
	Iteration 85Q: 3 clusters Score -517102.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -517126.875000 Penalty: 4253.054688
	Iteration 86Q: 3 clusters Score -517126.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -517149.406250 Penalty: 4253.054688
	Iteration 87Q: 3 clusters Score -517149.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -517165.218750 Penalty: 4253.054688
	Iteration 88Q: 3 clusters Score -517165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -517176.093750 Penalty: 4253.054688
	Iteration 89Q: 3 clusters Score -517176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -517184.125000 Penalty: 4253.054688
	Iteration 90Q: 3 clusters Score -517184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -517188.906250 Penalty: 4253.054688
	Iteration 91Q: 3 clusters Score -517188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -517192.250000 Penalty: 4253.054688
	Iteration 92Q: 3 clusters Score -517192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -517196.812500 Penalty: 4253.054688
	Iteration 93Q: 3 clusters Score -517196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -517202.593750 Penalty: 4253.054688
	Iteration 94Q: 3 clusters Score -517202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -517203.281250 Penalty: 4253.054688
	Iteration 95Q: 3 clusters Score -517203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -517205.093750 Penalty: 4253.054688
	Iteration 96Q: 3 clusters Score -517205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -517208.312500 Penalty: 4253.054688
	Iteration 97Q: 3 clusters Score -517208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -517209.687500 Penalty: 4253.054688
	Iteration 98Q: 3 clusters Score -517209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -517210.781250 Penalty: 4253.054688
	Iteration 99Q: 3 clusters Score -517210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -517212.687500 Penalty: 4253.054688
	Iteration 100F: 3 clusters Score -517212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -517213.343750 Penalty: 4253.054688
	Iteration 101Q: 3 clusters Score -517213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -517215.187500 Penalty: 4253.054688
	Iteration 102Q: 3 clusters Score -517215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -517215.187500 Penalty: 4253.054688
	Iteration 103F: 3 clusters Score -517215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1092561.000000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1092561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1084397.000000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1084397 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1086732.625000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1086733 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1087002.625000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1087003 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1087217.750000 Penalty: 4607.052246
	Iteration 3Q: 3 clusters Score -1087218 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1087407.250000 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1087407 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1087566.500000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1087566 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1087710.500000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1087710 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1087859.000000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1087859 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1088016.000000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1088016 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1088196.750000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1088197 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1088423.000000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1088423 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1088693.125000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1088693 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1088984.750000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1088985 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1089318.625000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1089319 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1089643.250000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1089643 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1089921.375000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1089921 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1090128.125000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1090128 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1090294.750000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1090295 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1090432.500000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1090432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1090559.875000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1090560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1090649.625000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1090650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1090693.500000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1090694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1090723.500000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1090724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1090741.250000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1090741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1090760.375000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1090760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1090770.250000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1090770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1090779.625000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1090780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1090785.250000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1090785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1090790.500000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1090790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1090795.000000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1090795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1090797.750000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1090798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1090798.375000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1090798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1090800.000000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1090800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1090801.875000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1090802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1090801.500000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1090802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1090805.125000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1090805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1090805.125000 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1090805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1090805.875000 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -1090806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1090805.875000 Penalty: 4607.052246
	Iteration 38F: 3 clusters Score -1090806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Entering Unmasked Estep 
Score: -8262350.500000 Penalty: 2814.032959
	Iteration 0F: 2 clusters Score -8262350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8205690.500000 Penalty: 5628.065918
	Iteration 0F: 3 clusters Score -8205690 nChanged 39903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8228459.500000 Penalty: 5628.065918
	Iteration 1F: 3 clusters Score -8228460 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8229267.000000 Penalty: 5628.065918
	Iteration 2Q: 3 clusters Score -8229267 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8230002.000000 Penalty: 5628.065918
	Iteration 3Q: 3 clusters Score -8230002 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -8230875.500000 Penalty: 5628.065918
	Iteration 4Q: 3 clusters Score -8230876 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -8231933.500000 Penalty: 5628.065918
	Iteration 5Q: 3 clusters Score -8231934 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -8233347.000000 Penalty: 5628.065918
	Iteration 6Q: 3 clusters Score -8233347 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -8235178.000000 Penalty: 5628.065918
	Iteration 7Q: 3 clusters Score -8235178 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -8237982.000000 Penalty: 5628.065918
	Iteration 8F: 3 clusters Score -8237982 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -8241885.500000 Penalty: 5628.065918
	Iteration 9F: 3 clusters Score -8241886 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -8246667.000000 Penalty: 5628.065918
	Iteration 10F: 3 clusters Score -8246667 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -8251689.500000 Penalty: 5628.065918
	Iteration 11F: 3 clusters Score -8251690 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -8255738.000000 Penalty: 5628.065918
	Iteration 12Q: 3 clusters Score -8255738 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -8257961.000000 Penalty: 5628.065918
	Iteration 13Q: 3 clusters Score -8257961 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -8258985.500000 Penalty: 5628.065918
	Iteration 14Q: 3 clusters Score -8258986 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -8259438.500000 Penalty: 5628.065918
	Iteration 15Q: 3 clusters Score -8259438 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -8259640.500000 Penalty: 5628.065918
	Iteration 16Q: 3 clusters Score -8259640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -8259735.000000 Penalty: 5628.065918
	Iteration 17Q: 3 clusters Score -8259735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -8259807.500000 Penalty: 5628.065918
	Iteration 18Q: 3 clusters Score -8259808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -8259842.000000 Penalty: 5628.065918
	Iteration 19Q: 3 clusters Score -8259842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -8259859.000000 Penalty: 5628.065918
	Iteration 20F: 3 clusters Score -8259859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -8259881.000000 Penalty: 5628.065918
	Iteration 21Q: 3 clusters Score -8259881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -8259898.000000 Penalty: 5628.065918
	Iteration 22Q: 3 clusters Score -8259898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -8259915.000000 Penalty: 5628.065918
	Iteration 23Q: 3 clusters Score -8259915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -8259924.500000 Penalty: 5628.065918
	Iteration 24Q: 3 clusters Score -8259924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -8259935.500000 Penalty: 5628.065918
	Iteration 25Q: 3 clusters Score -8259936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -8259948.500000 Penalty: 5628.065918
	Iteration 26Q: 3 clusters Score -8259948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -8259957.500000 Penalty: 5628.065918
	Iteration 27Q: 3 clusters Score -8259958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -8259960.500000 Penalty: 5628.065918
	Iteration 28Q: 3 clusters Score -8259960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -8259963.500000 Penalty: 5628.065918
	Iteration 29Q: 3 clusters Score -8259964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -8259962.500000 Penalty: 5628.065918
	Iteration 30Q: 3 clusters Score -8259962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -8259967.500000 Penalty: 5628.065918
	Iteration 31Q: 3 clusters Score -8259968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -8259971.000000 Penalty: 5628.065918
	Iteration 32Q: 3 clusters Score -8259971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -8259980.500000 Penalty: 5628.065918
	Iteration 33Q: 3 clusters Score -8259980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -8259978.500000 Penalty: 5628.065918
	Iteration 34Q: 3 clusters Score -8259978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -8259978.500000 Penalty: 5628.065918
	Iteration 35F: 3 clusters Score -8259978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -288478.687500 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -288478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -285190.500000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -285190.5 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -285903.343750 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -285903.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -286083.187500 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -286083.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -286210.843750 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -286210.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -286293.531250 Penalty: 3976.911377
	Iteration 4Q: 3 clusters Score -286293.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -286341.937500 Penalty: 3976.911377
	Iteration 5Q: 3 clusters Score -286341.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -286374.968750 Penalty: 3976.911377
	Iteration 6Q: 3 clusters Score -286375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -286397.500000 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -286397.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -286414.343750 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -286414.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -286432.656250 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -286432.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -286457.843750 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -286457.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -286478.781250 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -286478.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -286494.937500 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -286494.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -286509.781250 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -286509.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -286522.718750 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -286522.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -286531.312500 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -286531.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -286537.343750 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -286537.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -286541.531250 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -286541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -286545.343750 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -286545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -286548.937500 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -286548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -286551.562500 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -286551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -286556.750000 Penalty: 3976.911377
	Iteration 21Q: 3 clusters Score -286556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -286563.031250 Penalty: 3976.911377
	Iteration 22Q: 3 clusters Score -286563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -286568.968750 Penalty: 3976.911377
	Iteration 23Q: 3 clusters Score -286569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -286572.031250 Penalty: 3976.911377
	Iteration 24Q: 3 clusters Score -286572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -286574.250000 Penalty: 3976.911377
	Iteration 25Q: 3 clusters Score -286574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -286577.875000 Penalty: 3976.911377
	Iteration 26Q: 3 clusters Score -286577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -286581.000000 Penalty: 3976.911377
	Iteration 27Q: 3 clusters Score -286581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -286583.687500 Penalty: 3976.911377
	Iteration 28Q: 3 clusters Score -286583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -286585.031250 Penalty: 3976.911377
	Iteration 29Q: 3 clusters Score -286585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -286585.562500 Penalty: 3976.911377
	Iteration 30Q: 3 clusters Score -286585.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -286585.562500 Penalty: 3976.911377
	Iteration 31F: 3 clusters Score -286585.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -103930.281250 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -103930.3 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 570 members 
Entering Unmasked Estep 
Score: -101899.664062 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -101899.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102185.101562 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -102185.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102260.007812 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -102260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -102302.609375 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -102302.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -102331.453125 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -102331.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102351.851562 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -102351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102366.656250 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -102366.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -102384.640625 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -102384.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102398.570312 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -102398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102403.750000 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -102403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -102407.851562 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -102407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -102414.468750 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -102414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -102417.250000 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -102417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -102419.953125 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -102420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -102422.710938 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -102422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -102424.359375 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -102424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -102426.507812 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -102426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102426.953125 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -102427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102426.953125 Penalty: 3485.107666
	Iteration 18F: 3 clusters Score -102427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -388850.093750 Penalty: 2061.287598
	Iteration 0F: 2 clusters Score -388850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -384886.656250 Penalty: 4122.575195
	Iteration 0F: 3 clusters Score -384886.7 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -385764.531250 Penalty: 4122.575195
	Iteration 1F: 3 clusters Score -385764.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -385982.687500 Penalty: 4122.575195
	Iteration 2F: 3 clusters Score -385982.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -386124.687500 Penalty: 4122.575195
	Iteration 3F: 3 clusters Score -386124.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -386215.750000 Penalty: 4122.575195
	Iteration 4Q: 3 clusters Score -386215.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -386307.000000 Penalty: 4122.575195
	Iteration 5Q: 3 clusters Score -386307 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -386403.343750 Penalty: 4122.575195
	Iteration 6Q: 3 clusters Score -386403.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -386546.250000 Penalty: 4122.575195
	Iteration 7Q: 3 clusters Score -386546.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -386706.343750 Penalty: 4122.575195
	Iteration 8Q: 3 clusters Score -386706.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -386870.343750 Penalty: 4122.575195
	Iteration 9Q: 3 clusters Score -386870.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -387012.781250 Penalty: 4122.575195
	Iteration 10Q: 3 clusters Score -387012.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -387140.968750 Penalty: 4122.575195
	Iteration 11Q: 3 clusters Score -387141 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -387213.687500 Penalty: 4122.575195
	Iteration 12Q: 3 clusters Score -387213.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -387262.531250 Penalty: 4122.575195
	Iteration 13Q: 3 clusters Score -387262.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -387300.468750 Penalty: 4122.575195
	Iteration 14Q: 3 clusters Score -387300.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -387328.218750 Penalty: 4122.575195
	Iteration 15Q: 3 clusters Score -387328.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -387342.468750 Penalty: 4122.575195
	Iteration 16Q: 3 clusters Score -387342.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -387351.468750 Penalty: 4122.575195
	Iteration 17Q: 3 clusters Score -387351.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -387360.125000 Penalty: 4122.575195
	Iteration 18Q: 3 clusters Score -387360.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -387366.218750 Penalty: 4122.575195
	Iteration 19Q: 3 clusters Score -387366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -387369.468750 Penalty: 4122.575195
	Iteration 20F: 3 clusters Score -387369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -387371.625000 Penalty: 4122.575195
	Iteration 21Q: 3 clusters Score -387371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -387373.187500 Penalty: 4122.575195
	Iteration 22Q: 3 clusters Score -387373.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -387375.281250 Penalty: 4122.575195
	Iteration 23Q: 3 clusters Score -387375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -387376.718750 Penalty: 4122.575195
	Iteration 24Q: 3 clusters Score -387376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -387379.531250 Penalty: 4122.575195
	Iteration 25Q: 3 clusters Score -387379.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -387381.062500 Penalty: 4122.575195
	Iteration 26Q: 3 clusters Score -387381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -387385.750000 Penalty: 4122.575195
	Iteration 27Q: 3 clusters Score -387385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -387387.375000 Penalty: 4122.575195
	Iteration 28Q: 3 clusters Score -387387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -387389.125000 Penalty: 4122.575195
	Iteration 29Q: 3 clusters Score -387389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -387389.125000 Penalty: 4122.575195
	Iteration 30F: 3 clusters Score -387389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -509357.968750 Penalty: 2166.250732
	Iteration 0F: 2 clusters Score -509358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -504027.875000 Penalty: 4332.501465
	Iteration 0F: 3 clusters Score -504027.9 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -505516.437500 Penalty: 4332.501465
	Iteration 1F: 3 clusters Score -505516.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -505777.593750 Penalty: 4332.501465
	Iteration 2F: 3 clusters Score -505777.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -505981.093750 Penalty: 4332.501465
	Iteration 3F: 3 clusters Score -505981.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -506148.312500 Penalty: 4332.501465
	Iteration 4Q: 3 clusters Score -506148.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -506279.093750 Penalty: 4332.501465
	Iteration 5Q: 3 clusters Score -506279.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -506397.500000 Penalty: 4332.501465
	Iteration 6Q: 3 clusters Score -506397.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -506508.843750 Penalty: 4332.501465
	Iteration 7Q: 3 clusters Score -506508.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -506591.125000 Penalty: 4332.501465
	Iteration 8Q: 3 clusters Score -506591.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -506666.406250 Penalty: 4332.501465
	Iteration 9Q: 3 clusters Score -506666.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -506734.468750 Penalty: 4332.501465
	Iteration 10Q: 3 clusters Score -506734.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -506785.062500 Penalty: 4332.501465
	Iteration 11Q: 3 clusters Score -506785.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -506836.125000 Penalty: 4332.501465
	Iteration 12Q: 3 clusters Score -506836.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -506887.531250 Penalty: 4332.501465
	Iteration 13Q: 3 clusters Score -506887.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -506931.500000 Penalty: 4332.501465
	Iteration 14Q: 3 clusters Score -506931.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -506975.062500 Penalty: 4332.501465
	Iteration 15Q: 3 clusters Score -506975.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -507006.562500 Penalty: 4332.501465
	Iteration 16Q: 3 clusters Score -507006.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -507025.312500 Penalty: 4332.501465
	Iteration 17Q: 3 clusters Score -507025.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -507036.968750 Penalty: 4332.501465
	Iteration 18Q: 3 clusters Score -507037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -507041.312500 Penalty: 4332.501465
	Iteration 19Q: 3 clusters Score -507041.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -507049.031250 Penalty: 4332.501465
	Iteration 20F: 3 clusters Score -507049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -507057.906250 Penalty: 4332.501465
	Iteration 21Q: 3 clusters Score -507057.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -507069.718750 Penalty: 4332.501465
	Iteration 22Q: 3 clusters Score -507069.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -507081.187500 Penalty: 4332.501465
	Iteration 23Q: 3 clusters Score -507081.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -507093.281250 Penalty: 4332.501465
	Iteration 24Q: 3 clusters Score -507093.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -507110.125000 Penalty: 4332.501465
	Iteration 25Q: 3 clusters Score -507110.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -507127.687500 Penalty: 4332.501465
	Iteration 26Q: 3 clusters Score -507127.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -507144.343750 Penalty: 4332.501465
	Iteration 27Q: 3 clusters Score -507144.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -507161.468750 Penalty: 4332.501465
	Iteration 28Q: 3 clusters Score -507161.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -507172.531250 Penalty: 4332.501465
	Iteration 29Q: 3 clusters Score -507172.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -507180.937500 Penalty: 4332.501465
	Iteration 30Q: 3 clusters Score -507180.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -507190.093750 Penalty: 4332.501465
	Iteration 31Q: 3 clusters Score -507190.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -507198.187500 Penalty: 4332.501465
	Iteration 32Q: 3 clusters Score -507198.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -507211.531250 Penalty: 4332.501465
	Iteration 33Q: 3 clusters Score -507211.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -507226.218750 Penalty: 4332.501465
	Iteration 34Q: 3 clusters Score -507226.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -507235.375000 Penalty: 4332.501465
	Iteration 35Q: 3 clusters Score -507235.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -507240.031250 Penalty: 4332.501465
	Iteration 36Q: 3 clusters Score -507240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -507244.062500 Penalty: 4332.501465
	Iteration 37Q: 3 clusters Score -507244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -507247.562500 Penalty: 4332.501465
	Iteration 38Q: 3 clusters Score -507247.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -507252.250000 Penalty: 4332.501465
	Iteration 39Q: 3 clusters Score -507252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -507257.750000 Penalty: 4332.501465
	Iteration 40F: 3 clusters Score -507257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -507262.468750 Penalty: 4332.501465
	Iteration 41Q: 3 clusters Score -507262.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -507268.000000 Penalty: 4332.501465
	Iteration 42Q: 3 clusters Score -507268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -507274.500000 Penalty: 4332.501465
	Iteration 43Q: 3 clusters Score -507274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -507281.406250 Penalty: 4332.501465
	Iteration 44Q: 3 clusters Score -507281.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -507289.812500 Penalty: 4332.501465
	Iteration 45Q: 3 clusters Score -507289.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -507298.718750 Penalty: 4332.501465
	Iteration 46Q: 3 clusters Score -507298.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -507309.031250 Penalty: 4332.501465
	Iteration 47Q: 3 clusters Score -507309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -507320.218750 Penalty: 4332.501465
	Iteration 48Q: 3 clusters Score -507320.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -507329.125000 Penalty: 4332.501465
	Iteration 49Q: 3 clusters Score -507329.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -507334.562500 Penalty: 4332.501465
	Iteration 50Q: 3 clusters Score -507334.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -507340.281250 Penalty: 4332.501465
	Iteration 51Q: 3 clusters Score -507340.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -507344.031250 Penalty: 4332.501465
	Iteration 52Q: 3 clusters Score -507344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -507344.781250 Penalty: 4332.501465
	Iteration 53Q: 3 clusters Score -507344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -507345.593750 Penalty: 4332.501465
	Iteration 54Q: 3 clusters Score -507345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -507345.593750 Penalty: 4332.501465
	Iteration 55F: 3 clusters Score -507345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -348062.718750 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -348062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -344293.593750 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -344293.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -345032.906250 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -345032.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -345243.812500 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -345243.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -345392.062500 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -345392.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -345496.625000 Penalty: 4067.342773
	Iteration 4Q: 3 clusters Score -345496.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -345575.218750 Penalty: 4067.342773
	Iteration 5Q: 3 clusters Score -345575.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -345639.312500 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -345639.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -345690.656250 Penalty: 4067.342773
	Iteration 7Q: 3 clusters Score -345690.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -345724.656250 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -345724.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -345756.406250 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -345756.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -345781.343750 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -345781.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -345813.812500 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -345813.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -345849.281250 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -345849.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -345900.281250 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -345900.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -345970.718750 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -345970.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -346058.531250 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -346058.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -346144.375000 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -346144.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -346238.187500 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -346238.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -346315.593750 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -346315.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -346407.875000 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -346407.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -346489.968750 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -346490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -346545.093750 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -346545.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -346595.406250 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -346595.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -346640.593750 Penalty: 4067.342773
	Iteration 23Q: 3 clusters Score -346640.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -346668.250000 Penalty: 4067.342773
	Iteration 24Q: 3 clusters Score -346668.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -346694.843750 Penalty: 4067.342773
	Iteration 25Q: 3 clusters Score -346694.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -346716.500000 Penalty: 4067.342773
	Iteration 26Q: 3 clusters Score -346716.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -346732.406250 Penalty: 4067.342773
	Iteration 27Q: 3 clusters Score -346732.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -346742.375000 Penalty: 4067.342773
	Iteration 28Q: 3 clusters Score -346742.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -346749.187500 Penalty: 4067.342773
	Iteration 29Q: 3 clusters Score -346749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -346755.156250 Penalty: 4067.342773
	Iteration 30Q: 3 clusters Score -346755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -346762.500000 Penalty: 4067.342773
	Iteration 31Q: 3 clusters Score -346762.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -346768.093750 Penalty: 4067.342773
	Iteration 32Q: 3 clusters Score -346768.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -346772.750000 Penalty: 4067.342773
	Iteration 33Q: 3 clusters Score -346772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -346776.531250 Penalty: 4067.342773
	Iteration 34Q: 3 clusters Score -346776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -346779.500000 Penalty: 4067.342773
	Iteration 35Q: 3 clusters Score -346779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -346782.468750 Penalty: 4067.342773
	Iteration 36Q: 3 clusters Score -346782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -346784.031250 Penalty: 4067.342773
	Iteration 37Q: 3 clusters Score -346784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -346787.875000 Penalty: 4067.342773
	Iteration 38Q: 3 clusters Score -346787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -346792.187500 Penalty: 4067.342773
	Iteration 39Q: 3 clusters Score -346792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -346796.468750 Penalty: 4067.342773
	Iteration 40F: 3 clusters Score -346796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -346800.156250 Penalty: 4067.342773
	Iteration 41Q: 3 clusters Score -346800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -346804.250000 Penalty: 4067.342773
	Iteration 42Q: 3 clusters Score -346804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -346809.312500 Penalty: 4067.342773
	Iteration 43Q: 3 clusters Score -346809.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -346814.187500 Penalty: 4067.342773
	Iteration 44Q: 3 clusters Score -346814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -346816.000000 Penalty: 4067.342773
	Iteration 45Q: 3 clusters Score -346816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -346818.281250 Penalty: 4067.342773
	Iteration 46Q: 3 clusters Score -346818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -346819.312500 Penalty: 4067.342773
	Iteration 47Q: 3 clusters Score -346819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -346820.625000 Penalty: 4067.342773
	Iteration 48Q: 3 clusters Score -346820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -346821.312500 Penalty: 4067.342773
	Iteration 49Q: 3 clusters Score -346821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -346823.062500 Penalty: 4067.342773
	Iteration 50Q: 3 clusters Score -346823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -346823.875000 Penalty: 4067.342773
	Iteration 51Q: 3 clusters Score -346823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -346826.281250 Penalty: 4067.342773
	Iteration 52Q: 3 clusters Score -346826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -346826.843750 Penalty: 4067.342773
	Iteration 53Q: 3 clusters Score -346826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -346827.750000 Penalty: 4067.342773
	Iteration 54Q: 3 clusters Score -346827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -346829.593750 Penalty: 4067.342773
	Iteration 55Q: 3 clusters Score -346829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -346832.906250 Penalty: 4067.342773
	Iteration 56Q: 3 clusters Score -346832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -346834.343750 Penalty: 4067.342773
	Iteration 57Q: 3 clusters Score -346834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -346834.906250 Penalty: 4067.342773
	Iteration 58Q: 3 clusters Score -346834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -346837.968750 Penalty: 4067.342773
	Iteration 59Q: 3 clusters Score -346838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -346838.218750 Penalty: 4067.342773
	Iteration 60F: 3 clusters Score -346838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -346839.781250 Penalty: 4067.342773
	Iteration 61Q: 3 clusters Score -346839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -346840.968750 Penalty: 4067.342773
	Iteration 62Q: 3 clusters Score -346841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -346841.718750 Penalty: 4067.342773
	Iteration 63Q: 3 clusters Score -346841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -346842.125000 Penalty: 4067.342773
	Iteration 64Q: 3 clusters Score -346842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -346842.125000 Penalty: 4067.342773
	Iteration 65F: 3 clusters Score -346842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -338308.062500 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -338308.1 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 1780 members 
Entering Unmasked Estep 
Score: -334687.468750 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -334687.5 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -335527.375000 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -335527.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -335846.625000 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -335846.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -336153.562500 Penalty: 4053.113281
	Iteration 3F: 3 clusters Score -336153.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -336456.937500 Penalty: 4053.113281
	Iteration 4F: 3 clusters Score -336456.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -336756.406250 Penalty: 4053.113281
	Iteration 5F: 3 clusters Score -336756.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -336977.750000 Penalty: 4053.113281
	Iteration 6F: 3 clusters Score -336977.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -337120.250000 Penalty: 4053.113281
	Iteration 7Q: 3 clusters Score -337120.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -337217.187500 Penalty: 4053.113281
	Iteration 8Q: 3 clusters Score -337217.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -337276.500000 Penalty: 4053.113281
	Iteration 9Q: 3 clusters Score -337276.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -337328.906250 Penalty: 4053.113281
	Iteration 10Q: 3 clusters Score -337328.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -337359.968750 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -337360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -337383.531250 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -337383.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -337400.593750 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -337400.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -337414.625000 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -337414.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -337420.718750 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -337420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -337425.031250 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -337425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -337430.187500 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -337430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -337431.937500 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -337431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -337433.156250 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -337433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -337433.937500 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -337433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -337434.937500 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -337434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -337435.156250 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -337435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -337435.156250 Penalty: 4053.113281
	Iteration 23F: 3 clusters Score -337435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Entering Unmasked Estep 
Score: -3634376.500000 Penalty: 2608.838623
	Iteration 0F: 2 clusters Score -3634376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3609053.500000 Penalty: 5217.677246
	Iteration 0F: 3 clusters Score -3609054 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3618374.250000 Penalty: 5217.677246
	Iteration 1F: 3 clusters Score -3618374 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3618883.750000 Penalty: 5217.677246
	Iteration 2Q: 3 clusters Score -3618884 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3619286.750000 Penalty: 5217.677246
	Iteration 3Q: 3 clusters Score -3619287 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3619678.000000 Penalty: 5217.677246
	Iteration 4Q: 3 clusters Score -3619678 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3620084.500000 Penalty: 5217.677246
	Iteration 5Q: 3 clusters Score -3620084 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3620537.250000 Penalty: 5217.677246
	Iteration 6Q: 3 clusters Score -3620537 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3621181.000000 Penalty: 5217.677246
	Iteration 7Q: 3 clusters Score -3621181 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3621907.500000 Penalty: 5217.677246
	Iteration 8Q: 3 clusters Score -3621908 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3622844.250000 Penalty: 5217.677246
	Iteration 9Q: 3 clusters Score -3622844 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3623839.500000 Penalty: 5217.677246
	Iteration 10F: 3 clusters Score -3623840 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3624922.250000 Penalty: 5217.677246
	Iteration 11F: 3 clusters Score -3624922 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3625939.500000 Penalty: 5217.677246
	Iteration 12Q: 3 clusters Score -3625940 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3626950.750000 Penalty: 5217.677246
	Iteration 13Q: 3 clusters Score -3626951 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3627948.000000 Penalty: 5217.677246
	Iteration 14Q: 3 clusters Score -3627948 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3628877.000000 Penalty: 5217.677246
	Iteration 15Q: 3 clusters Score -3628877 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3629735.250000 Penalty: 5217.677246
	Iteration 16Q: 3 clusters Score -3629735 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3630409.500000 Penalty: 5217.677246
	Iteration 17Q: 3 clusters Score -3630410 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -3630980.250000 Penalty: 5217.677246
	Iteration 18Q: 3 clusters Score -3630980 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3631359.500000 Penalty: 5217.677246
	Iteration 19Q: 3 clusters Score -3631360 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3631603.500000 Penalty: 5217.677246
	Iteration 20F: 3 clusters Score -3631604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3631751.500000 Penalty: 5217.677246
	Iteration 21Q: 3 clusters Score -3631752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3631849.750000 Penalty: 5217.677246
	Iteration 22Q: 3 clusters Score -3631850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -3631915.500000 Penalty: 5217.677246
	Iteration 23Q: 3 clusters Score -3631916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -3631969.250000 Penalty: 5217.677246
	Iteration 24Q: 3 clusters Score -3631969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -3632017.750000 Penalty: 5217.677246
	Iteration 25Q: 3 clusters Score -3632018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3632044.500000 Penalty: 5217.677246
	Iteration 26Q: 3 clusters Score -3632044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3632070.750000 Penalty: 5217.677246
	Iteration 27Q: 3 clusters Score -3632071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -3632093.000000 Penalty: 5217.677246
	Iteration 28Q: 3 clusters Score -3632093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3632113.500000 Penalty: 5217.677246
	Iteration 29Q: 3 clusters Score -3632114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -3632121.500000 Penalty: 5217.677246
	Iteration 30Q: 3 clusters Score -3632122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -3632132.000000 Penalty: 5217.677246
	Iteration 31Q: 3 clusters Score -3632132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -3632132.250000 Penalty: 5217.677246
	Iteration 32Q: 3 clusters Score -3632132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -3632132.500000 Penalty: 5217.677246
	Iteration 33Q: 3 clusters Score -3632132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3632138.500000 Penalty: 5217.677246
	Iteration 34Q: 3 clusters Score -3632138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3632136.250000 Penalty: 5217.677246
	Iteration 35Q: 3 clusters Score -3632136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3632140.250000 Penalty: 5217.677246
	Iteration 36Q: 3 clusters Score -3632140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -3632143.000000 Penalty: 5217.677246
	Iteration 37Q: 3 clusters Score -3632143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -3632143.250000 Penalty: 5217.677246
	Iteration 38Q: 3 clusters Score -3632143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3632142.250000 Penalty: 5217.677246
	Iteration 39Q: 3 clusters Score -3632142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -3632141.750000 Penalty: 5217.677246
	Iteration 40F: 3 clusters Score -3632142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -3632146.000000 Penalty: 5217.677246
	Iteration 41Q: 3 clusters Score -3632146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -3632147.250000 Penalty: 5217.677246
	Iteration 42Q: 3 clusters Score -3632147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -3632147.250000 Penalty: 5217.677246
	Iteration 43Q: 3 clusters Score -3632147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3632148.500000 Penalty: 5217.677246
	Iteration 44Q: 3 clusters Score -3632148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -3632148.250000 Penalty: 5217.677246
	Iteration 45Q: 3 clusters Score -3632148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -3632156.250000 Penalty: 5217.677246
	Iteration 46Q: 3 clusters Score -3632156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -3632160.000000 Penalty: 5217.677246
	Iteration 47Q: 3 clusters Score -3632160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -3632162.750000 Penalty: 5217.677246
	Iteration 48Q: 3 clusters Score -3632163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -3632165.750000 Penalty: 5217.677246
	Iteration 49Q: 3 clusters Score -3632166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -3632170.750000 Penalty: 5217.677246
	Iteration 50Q: 3 clusters Score -3632171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -3632170.750000 Penalty: 5217.677246
	Iteration 51F: 3 clusters Score -3632171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -74318.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72514.296875 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -72514.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72812.835938 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -72812.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72900.570312 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -72900.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72946.156250 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -72946.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72983.257812 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -72983.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73018.625000 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -73018.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73058.109375 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -73058.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73082.320312 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -73082.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73093.406250 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -73093.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73128.601562 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -73128.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73170.359375 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -73170.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73214.101562 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -73214.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73239.687500 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -73239.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73257.937500 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -73257.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73278.960938 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -73278.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73316.609375 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -73316.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73347.359375 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -73347.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73404.546875 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -73404.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73471.718750 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -73471.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73577.296875 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -73577.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73719.773438 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -73719.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74022.390625 Penalty: 3338.584961
	Iteration 21Q: 3 clusters Score -74022.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74382.507812 Penalty: 3338.584961
	Iteration 22Q: 3 clusters Score -74382.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74421.515625 Penalty: 3338.584961
	Iteration 23Q: 3 clusters Score -74421.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74432.992188 Penalty: 3338.584961
	Iteration 24Q: 3 clusters Score -74432.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74440.656250 Penalty: 3338.584961
	Iteration 25Q: 3 clusters Score -74440.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74443.929688 Penalty: 3338.584961
	Iteration 26Q: 3 clusters Score -74443.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74445.125000 Penalty: 3338.584961
	Iteration 27Q: 3 clusters Score -74445.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74445.820312 Penalty: 3338.584961
	Iteration 28Q: 3 clusters Score -74445.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74446.726562 Penalty: 3338.584961
	Iteration 29Q: 3 clusters Score -74446.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74446.726562 Penalty: 3338.584961
	Iteration 30F: 3 clusters Score -74446.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 115810 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15791 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6446 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10360 members 
Mstep: Class 47 contains 4266 members 
Mstep: Class 48 contains 55603 members 
Mstep: Class 49 contains 22623 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4519 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6183 members 
Mstep: Class 59 contains 8724 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 430 members 
Entering Unmasked Estep 
Score: -84135960.000000 Penalty: 207598.437500
Splitting cluster 32 changes total score from -84137456.000000 to -84135960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -1605201.625000 Penalty: 2397.997803
	Iteration 0F: 2 clusters Score -1605202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1593863.500000 Penalty: 4795.995605
	Iteration 0F: 3 clusters Score -1593864 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1597591.625000 Penalty: 4795.995605
	Iteration 1F: 3 clusters Score -1597592 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1597978.000000 Penalty: 4795.995605
	Iteration 2F: 3 clusters Score -1597978 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1598287.500000 Penalty: 4795.995605
	Iteration 3Q: 3 clusters Score -1598288 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1598573.500000 Penalty: 4795.995605
	Iteration 4Q: 3 clusters Score -1598574 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1598910.500000 Penalty: 4795.995605
	Iteration 5Q: 3 clusters Score -1598910 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1599399.500000 Penalty: 4795.995605
	Iteration 6Q: 3 clusters Score -1599400 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1600056.250000 Penalty: 4795.995605
	Iteration 7F: 3 clusters Score -1600056 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1600844.000000 Penalty: 4795.995605
	Iteration 8F: 3 clusters Score -1600844 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1601612.000000 Penalty: 4795.995605
	Iteration 9F: 3 clusters Score -1601612 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1602226.500000 Penalty: 4795.995605
	Iteration 10Q: 3 clusters Score -1602226 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1602570.250000 Penalty: 4795.995605
	Iteration 11Q: 3 clusters Score -1602570 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1602772.375000 Penalty: 4795.995605
	Iteration 12Q: 3 clusters Score -1602772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1602894.000000 Penalty: 4795.995605
	Iteration 13Q: 3 clusters Score -1602894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1602941.875000 Penalty: 4795.995605
	Iteration 14Q: 3 clusters Score -1602942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1602982.750000 Penalty: 4795.995605
	Iteration 15Q: 3 clusters Score -1602983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1603009.375000 Penalty: 4795.995605
	Iteration 16Q: 3 clusters Score -1603009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1603036.125000 Penalty: 4795.995605
	Iteration 17Q: 3 clusters Score -1603036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1603055.500000 Penalty: 4795.995605
	Iteration 18Q: 3 clusters Score -1603056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1603075.000000 Penalty: 4795.995605
	Iteration 19Q: 3 clusters Score -1603075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1603088.500000 Penalty: 4795.995605
	Iteration 20F: 3 clusters Score -1603088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1603097.875000 Penalty: 4795.995605
	Iteration 21Q: 3 clusters Score -1603098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1603110.000000 Penalty: 4795.995605
	Iteration 22Q: 3 clusters Score -1603110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1603116.250000 Penalty: 4795.995605
	Iteration 23Q: 3 clusters Score -1603116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1603119.000000 Penalty: 4795.995605
	Iteration 24Q: 3 clusters Score -1603119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1603119.000000 Penalty: 4795.995605
	Iteration 25F: 3 clusters Score -1603119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Entering Unmasked Estep 
Score: -1088017.375000 Penalty: 2304.236328
	Iteration 0F: 2 clusters Score -1088017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1079937.000000 Penalty: 4608.472656
	Iteration 0F: 3 clusters Score -1079937 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1082244.125000 Penalty: 4608.472656
	Iteration 1F: 3 clusters Score -1082244 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1082624.000000 Penalty: 4608.472656
	Iteration 2F: 3 clusters Score -1082624 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1083049.125000 Penalty: 4608.472656
	Iteration 3F: 3 clusters Score -1083049 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1083558.000000 Penalty: 4608.472656
	Iteration 4F: 3 clusters Score -1083558 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1084046.250000 Penalty: 4608.472656
	Iteration 5F: 3 clusters Score -1084046 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1084456.125000 Penalty: 4608.472656
	Iteration 6F: 3 clusters Score -1084456 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1084758.250000 Penalty: 4608.472656
	Iteration 7Q: 3 clusters Score -1084758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1084994.875000 Penalty: 4608.472656
	Iteration 8Q: 3 clusters Score -1084995 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1085144.000000 Penalty: 4608.472656
	Iteration 9Q: 3 clusters Score -1085144 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1085256.875000 Penalty: 4608.472656
	Iteration 10Q: 3 clusters Score -1085257 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1085336.750000 Penalty: 4608.472656
	Iteration 11Q: 3 clusters Score -1085337 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1085398.875000 Penalty: 4608.472656
	Iteration 12Q: 3 clusters Score -1085399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1085451.750000 Penalty: 4608.472656
	Iteration 13Q: 3 clusters Score -1085452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1085503.000000 Penalty: 4608.472656
	Iteration 14Q: 3 clusters Score -1085503 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1085542.500000 Penalty: 4608.472656
	Iteration 15Q: 3 clusters Score -1085542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1085582.125000 Penalty: 4608.472656
	Iteration 16Q: 3 clusters Score -1085582 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1085629.750000 Penalty: 4608.472656
	Iteration 17Q: 3 clusters Score -1085630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1085673.375000 Penalty: 4608.472656
	Iteration 18Q: 3 clusters Score -1085673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1085709.000000 Penalty: 4608.472656
	Iteration 19Q: 3 clusters Score -1085709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1085733.125000 Penalty: 4608.472656
	Iteration 20F: 3 clusters Score -1085733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1085760.000000 Penalty: 4608.472656
	Iteration 21Q: 3 clusters Score -1085760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1085783.000000 Penalty: 4608.472656
	Iteration 22Q: 3 clusters Score -1085783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1085810.875000 Penalty: 4608.472656
	Iteration 23Q: 3 clusters Score -1085811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1085844.500000 Penalty: 4608.472656
	Iteration 24Q: 3 clusters Score -1085844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1085867.000000 Penalty: 4608.472656
	Iteration 25Q: 3 clusters Score -1085867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1085893.000000 Penalty: 4608.472656
	Iteration 26Q: 3 clusters Score -1085893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1085918.750000 Penalty: 4608.472656
	Iteration 27Q: 3 clusters Score -1085919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1085949.750000 Penalty: 4608.472656
	Iteration 28Q: 3 clusters Score -1085950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1085965.250000 Penalty: 4608.472656
	Iteration 29Q: 3 clusters Score -1085965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1085986.000000 Penalty: 4608.472656
	Iteration 30Q: 3 clusters Score -1085986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1086012.500000 Penalty: 4608.472656
	Iteration 31Q: 3 clusters Score -1086012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1086033.500000 Penalty: 4608.472656
	Iteration 32Q: 3 clusters Score -1086034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1086054.750000 Penalty: 4608.472656
	Iteration 33Q: 3 clusters Score -1086055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1086081.625000 Penalty: 4608.472656
	Iteration 34Q: 3 clusters Score -1086082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1086110.375000 Penalty: 4608.472656
	Iteration 35Q: 3 clusters Score -1086110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1086129.125000 Penalty: 4608.472656
	Iteration 36Q: 3 clusters Score -1086129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1086157.000000 Penalty: 4608.472656
	Iteration 37Q: 3 clusters Score -1086157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1086184.875000 Penalty: 4608.472656
	Iteration 38Q: 3 clusters Score -1086185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1086216.375000 Penalty: 4608.472656
	Iteration 39Q: 3 clusters Score -1086216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1086241.250000 Penalty: 4608.472656
	Iteration 40F: 3 clusters Score -1086241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1086261.625000 Penalty: 4608.472656
	Iteration 41Q: 3 clusters Score -1086262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1086274.875000 Penalty: 4608.472656
	Iteration 42Q: 3 clusters Score -1086275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1086284.250000 Penalty: 4608.472656
	Iteration 43Q: 3 clusters Score -1086284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1086299.125000 Penalty: 4608.472656
	Iteration 44Q: 3 clusters Score -1086299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1086317.125000 Penalty: 4608.472656
	Iteration 45Q: 3 clusters Score -1086317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1086337.125000 Penalty: 4608.472656
	Iteration 46Q: 3 clusters Score -1086337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1086356.875000 Penalty: 4608.472656
	Iteration 47Q: 3 clusters Score -1086357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1086363.000000 Penalty: 4608.472656
	Iteration 48Q: 3 clusters Score -1086363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1086369.875000 Penalty: 4608.472656
	Iteration 49Q: 3 clusters Score -1086370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1086370.750000 Penalty: 4608.472656
	Iteration 50Q: 3 clusters Score -1086371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1086374.625000 Penalty: 4608.472656
	Iteration 51Q: 3 clusters Score -1086375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1086379.125000 Penalty: 4608.472656
	Iteration 52Q: 3 clusters Score -1086379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1086379.125000 Penalty: 4608.472656
	Iteration 53Q: 3 clusters Score -1086379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1086381.875000 Penalty: 4608.472656
	Iteration 54Q: 3 clusters Score -1086382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1086383.375000 Penalty: 4608.472656
	Iteration 55Q: 3 clusters Score -1086383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1086383.375000 Penalty: 4608.472656
	Iteration 56Q: 3 clusters Score -1086383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1086383.125000 Penalty: 4608.472656
	Iteration 57Q: 3 clusters Score -1086383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1086383.125000 Penalty: 4608.472656
	Iteration 58F: 3 clusters Score -1086383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Entering Unmasked Estep 
Score: -1400636.625000 Penalty: 2397.464355
	Iteration 0F: 2 clusters Score -1400637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1389406.875000 Penalty: 4794.928711
	Iteration 0F: 3 clusters Score -1389407 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1393034.250000 Penalty: 4794.928711
	Iteration 1F: 3 clusters Score -1393034 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1393584.250000 Penalty: 4794.928711
	Iteration 2F: 3 clusters Score -1393584 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1394079.375000 Penalty: 4794.928711
	Iteration 3F: 3 clusters Score -1394079 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1394509.125000 Penalty: 4794.928711
	Iteration 4F: 3 clusters Score -1394509 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1394901.500000 Penalty: 4794.928711
	Iteration 5Q: 3 clusters Score -1394902 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1395237.375000 Penalty: 4794.928711
	Iteration 6Q: 3 clusters Score -1395237 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1395539.250000 Penalty: 4794.928711
	Iteration 7Q: 3 clusters Score -1395539 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1395820.125000 Penalty: 4794.928711
	Iteration 8Q: 3 clusters Score -1395820 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1396108.500000 Penalty: 4794.928711
	Iteration 9Q: 3 clusters Score -1396108 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1396377.250000 Penalty: 4794.928711
	Iteration 10Q: 3 clusters Score -1396377 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1396628.875000 Penalty: 4794.928711
	Iteration 11Q: 3 clusters Score -1396629 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1396881.875000 Penalty: 4794.928711
	Iteration 12Q: 3 clusters Score -1396882 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1397111.375000 Penalty: 4794.928711
	Iteration 13Q: 3 clusters Score -1397111 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1397307.500000 Penalty: 4794.928711
	Iteration 14Q: 3 clusters Score -1397308 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1397499.750000 Penalty: 4794.928711
	Iteration 15Q: 3 clusters Score -1397500 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1397661.000000 Penalty: 4794.928711
	Iteration 16Q: 3 clusters Score -1397661 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1397801.625000 Penalty: 4794.928711
	Iteration 17Q: 3 clusters Score -1397802 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1397926.625000 Penalty: 4794.928711
	Iteration 18Q: 3 clusters Score -1397927 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1398060.500000 Penalty: 4794.928711
	Iteration 19Q: 3 clusters Score -1398060 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1398200.000000 Penalty: 4794.928711
	Iteration 20F: 3 clusters Score -1398200 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1398305.375000 Penalty: 4794.928711
	Iteration 21Q: 3 clusters Score -1398305 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1398384.250000 Penalty: 4794.928711
	Iteration 22Q: 3 clusters Score -1398384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1398463.750000 Penalty: 4794.928711
	Iteration 23Q: 3 clusters Score -1398464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1398528.375000 Penalty: 4794.928711
	Iteration 24Q: 3 clusters Score -1398528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1398585.875000 Penalty: 4794.928711
	Iteration 25Q: 3 clusters Score -1398586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1398617.500000 Penalty: 4794.928711
	Iteration 26Q: 3 clusters Score -1398618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1398645.750000 Penalty: 4794.928711
	Iteration 27Q: 3 clusters Score -1398646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1398668.500000 Penalty: 4794.928711
	Iteration 28Q: 3 clusters Score -1398668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1398685.125000 Penalty: 4794.928711
	Iteration 29Q: 3 clusters Score -1398685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1398698.500000 Penalty: 4794.928711
	Iteration 30Q: 3 clusters Score -1398698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1398703.875000 Penalty: 4794.928711
	Iteration 31Q: 3 clusters Score -1398704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1398712.875000 Penalty: 4794.928711
	Iteration 32Q: 3 clusters Score -1398713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1398727.125000 Penalty: 4794.928711
	Iteration 33Q: 3 clusters Score -1398727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1398737.375000 Penalty: 4794.928711
	Iteration 34Q: 3 clusters Score -1398737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1398745.375000 Penalty: 4794.928711
	Iteration 35Q: 3 clusters Score -1398745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1398750.000000 Penalty: 4794.928711
	Iteration 36Q: 3 clusters Score -1398750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1398756.250000 Penalty: 4794.928711
	Iteration 37Q: 3 clusters Score -1398756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1398758.625000 Penalty: 4794.928711
	Iteration 38Q: 3 clusters Score -1398759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1398763.625000 Penalty: 4794.928711
	Iteration 39Q: 3 clusters Score -1398764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1398769.375000 Penalty: 4794.928711
	Iteration 40F: 3 clusters Score -1398769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1398772.125000 Penalty: 4794.928711
	Iteration 41Q: 3 clusters Score -1398772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1398777.375000 Penalty: 4794.928711
	Iteration 42Q: 3 clusters Score -1398777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1398779.875000 Penalty: 4794.928711
	Iteration 43Q: 3 clusters Score -1398780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1398783.875000 Penalty: 4794.928711
	Iteration 44Q: 3 clusters Score -1398784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1398789.375000 Penalty: 4794.928711
	Iteration 45Q: 3 clusters Score -1398789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1398791.375000 Penalty: 4794.928711
	Iteration 46Q: 3 clusters Score -1398791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1398792.625000 Penalty: 4794.928711
	Iteration 47Q: 3 clusters Score -1398793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1398793.750000 Penalty: 4794.928711
	Iteration 48Q: 3 clusters Score -1398794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1398795.750000 Penalty: 4794.928711
	Iteration 49Q: 3 clusters Score -1398796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1398801.125000 Penalty: 4794.928711
	Iteration 50Q: 3 clusters Score -1398801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1398802.625000 Penalty: 4794.928711
	Iteration 51Q: 3 clusters Score -1398803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1398811.625000 Penalty: 4794.928711
	Iteration 52Q: 3 clusters Score -1398812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1398814.000000 Penalty: 4794.928711
	Iteration 53Q: 3 clusters Score -1398814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1398817.000000 Penalty: 4794.928711
	Iteration 54Q: 3 clusters Score -1398817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1398816.875000 Penalty: 4794.928711
	Iteration 55Q: 3 clusters Score -1398817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1398817.750000 Penalty: 4794.928711
	Iteration 56Q: 3 clusters Score -1398818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1398818.125000 Penalty: 4794.928711
	Iteration 57Q: 3 clusters Score -1398818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1398820.500000 Penalty: 4794.928711
	Iteration 58Q: 3 clusters Score -1398820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1398819.750000 Penalty: 4794.928711
	Iteration 59Q: 3 clusters Score -1398820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1398819.750000 Penalty: 4794.928711
	Iteration 60F: 3 clusters Score -1398820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Entering Unmasked Estep 
Score: -479801.531250 Penalty: 2138.636230
	Iteration 0F: 2 clusters Score -479801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -474946.968750 Penalty: 4277.272461
	Iteration 0F: 3 clusters Score -474947 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -476288.031250 Penalty: 4277.272461
	Iteration 1F: 3 clusters Score -476288 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -476732.343750 Penalty: 4277.272461
	Iteration 2F: 3 clusters Score -476732.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -477076.125000 Penalty: 4277.272461
	Iteration 3F: 3 clusters Score -477076.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -477320.343750 Penalty: 4277.272461
	Iteration 4F: 3 clusters Score -477320.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -477518.843750 Penalty: 4277.272461
	Iteration 5Q: 3 clusters Score -477518.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -477670.562500 Penalty: 4277.272461
	Iteration 6Q: 3 clusters Score -477670.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -477779.781250 Penalty: 4277.272461
	Iteration 7Q: 3 clusters Score -477779.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -477869.062500 Penalty: 4277.272461
	Iteration 8Q: 3 clusters Score -477869.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -477964.718750 Penalty: 4277.272461
	Iteration 9Q: 3 clusters Score -477964.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -478054.375000 Penalty: 4277.272461
	Iteration 10Q: 3 clusters Score -478054.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -478129.906250 Penalty: 4277.272461
	Iteration 11Q: 3 clusters Score -478129.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -478193.968750 Penalty: 4277.272461
	Iteration 12Q: 3 clusters Score -478194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -478258.375000 Penalty: 4277.272461
	Iteration 13Q: 3 clusters Score -478258.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -478327.187500 Penalty: 4277.272461
	Iteration 14Q: 3 clusters Score -478327.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -478381.750000 Penalty: 4277.272461
	Iteration 15Q: 3 clusters Score -478381.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -478437.312500 Penalty: 4277.272461
	Iteration 16Q: 3 clusters Score -478437.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -478498.375000 Penalty: 4277.272461
	Iteration 17Q: 3 clusters Score -478498.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -478545.250000 Penalty: 4277.272461
	Iteration 18Q: 3 clusters Score -478545.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -478573.343750 Penalty: 4277.272461
	Iteration 19Q: 3 clusters Score -478573.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -478595.062500 Penalty: 4277.272461
	Iteration 20F: 3 clusters Score -478595.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -478609.375000 Penalty: 4277.272461
	Iteration 21Q: 3 clusters Score -478609.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -478621.718750 Penalty: 4277.272461
	Iteration 22Q: 3 clusters Score -478621.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -478636.062500 Penalty: 4277.272461
	Iteration 23Q: 3 clusters Score -478636.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -478646.375000 Penalty: 4277.272461
	Iteration 24Q: 3 clusters Score -478646.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -478661.875000 Penalty: 4277.272461
	Iteration 25Q: 3 clusters Score -478661.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -478672.937500 Penalty: 4277.272461
	Iteration 26Q: 3 clusters Score -478672.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -478684.281250 Penalty: 4277.272461
	Iteration 27Q: 3 clusters Score -478684.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -478695.062500 Penalty: 4277.272461
	Iteration 28Q: 3 clusters Score -478695.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -478706.687500 Penalty: 4277.272461
	Iteration 29Q: 3 clusters Score -478706.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -478719.156250 Penalty: 4277.272461
	Iteration 30Q: 3 clusters Score -478719.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -478736.031250 Penalty: 4277.272461
	Iteration 31Q: 3 clusters Score -478736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -478756.937500 Penalty: 4277.272461
	Iteration 32Q: 3 clusters Score -478756.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -478776.187500 Penalty: 4277.272461
	Iteration 33Q: 3 clusters Score -478776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -478796.343750 Penalty: 4277.272461
	Iteration 34Q: 3 clusters Score -478796.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -478829.937500 Penalty: 4277.272461
	Iteration 35Q: 3 clusters Score -478829.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -478854.250000 Penalty: 4277.272461
	Iteration 36Q: 3 clusters Score -478854.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -478871.812500 Penalty: 4277.272461
	Iteration 37Q: 3 clusters Score -478871.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -478899.500000 Penalty: 4277.272461
	Iteration 38Q: 3 clusters Score -478899.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -478929.750000 Penalty: 4277.272461
	Iteration 39Q: 3 clusters Score -478929.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -478978.125000 Penalty: 4277.272461
	Iteration 40F: 3 clusters Score -478978.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -479024.437500 Penalty: 4277.272461
	Iteration 41Q: 3 clusters Score -479024.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -479076.562500 Penalty: 4277.272461
	Iteration 42Q: 3 clusters Score -479076.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -479125.687500 Penalty: 4277.272461
	Iteration 43Q: 3 clusters Score -479125.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -479176.250000 Penalty: 4277.272461
	Iteration 44Q: 3 clusters Score -479176.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -479212.656250 Penalty: 4277.272461
	Iteration 45Q: 3 clusters Score -479212.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -479238.593750 Penalty: 4277.272461
	Iteration 46Q: 3 clusters Score -479238.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -479261.312500 Penalty: 4277.272461
	Iteration 47Q: 3 clusters Score -479261.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -479272.625000 Penalty: 4277.272461
	Iteration 48Q: 3 clusters Score -479272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -479280.875000 Penalty: 4277.272461
	Iteration 49Q: 3 clusters Score -479280.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -479285.312500 Penalty: 4277.272461
	Iteration 50Q: 3 clusters Score -479285.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -479288.343750 Penalty: 4277.272461
	Iteration 51Q: 3 clusters Score -479288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -479289.843750 Penalty: 4277.272461
	Iteration 52Q: 3 clusters Score -479289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -479290.656250 Penalty: 4277.272461
	Iteration 53Q: 3 clusters Score -479290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -479290.875000 Penalty: 4277.272461
	Iteration 54Q: 3 clusters Score -479290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -479291.093750 Penalty: 4277.272461
	Iteration 55Q: 3 clusters Score -479291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -479293.437500 Penalty: 4277.272461
	Iteration 56Q: 3 clusters Score -479293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -479293.125000 Penalty: 4277.272461
	Iteration 57Q: 3 clusters Score -479293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -479294.562500 Penalty: 4277.272461
	Iteration 58Q: 3 clusters Score -479294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -479294.125000 Penalty: 4277.272461
	Iteration 59Q: 3 clusters Score -479294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -479294.625000 Penalty: 4277.272461
	Iteration 60F: 3 clusters Score -479294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -479295.156250 Penalty: 4277.272461
	Iteration 61Q: 3 clusters Score -479295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -479295.156250 Penalty: 4277.272461
	Iteration 62Q: 3 clusters Score -479295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -479296.468750 Penalty: 4277.272461
	Iteration 63Q: 3 clusters Score -479296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -479298.687500 Penalty: 4277.272461
	Iteration 64Q: 3 clusters Score -479298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -479298.750000 Penalty: 4277.272461
	Iteration 65Q: 3 clusters Score -479298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -479299.656250 Penalty: 4277.272461
	Iteration 66Q: 3 clusters Score -479299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -479298.781250 Penalty: 4277.272461
	Iteration 67Q: 3 clusters Score -479298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -479298.781250 Penalty: 4277.272461
	Iteration 68F: 3 clusters Score -479298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -719636.937500 Penalty: 2229.165527
	Iteration 0F: 2 clusters Score -719636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -713223.187500 Penalty: 4458.331055
	Iteration 0F: 3 clusters Score -713223.2 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -715404.687500 Penalty: 4458.331055
	Iteration 1F: 3 clusters Score -715404.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -716074.750000 Penalty: 4458.331055
	Iteration 2F: 3 clusters Score -716074.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -716649.812500 Penalty: 4458.331055
	Iteration 3F: 3 clusters Score -716649.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -717021.000000 Penalty: 4458.331055
	Iteration 4F: 3 clusters Score -717021 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -717248.062500 Penalty: 4458.331055
	Iteration 5Q: 3 clusters Score -717248.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -717391.875000 Penalty: 4458.331055
	Iteration 6Q: 3 clusters Score -717391.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -717483.500000 Penalty: 4458.331055
	Iteration 7Q: 3 clusters Score -717483.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -717538.125000 Penalty: 4458.331055
	Iteration 8Q: 3 clusters Score -717538.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -717572.437500 Penalty: 4458.331055
	Iteration 9Q: 3 clusters Score -717572.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -717599.875000 Penalty: 4458.331055
	Iteration 10Q: 3 clusters Score -717599.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -717619.875000 Penalty: 4458.331055
	Iteration 11Q: 3 clusters Score -717619.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -717634.812500 Penalty: 4458.331055
	Iteration 12Q: 3 clusters Score -717634.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -717650.062500 Penalty: 4458.331055
	Iteration 13Q: 3 clusters Score -717650.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -717664.062500 Penalty: 4458.331055
	Iteration 14Q: 3 clusters Score -717664.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -717676.687500 Penalty: 4458.331055
	Iteration 15Q: 3 clusters Score -717676.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -717691.375000 Penalty: 4458.331055
	Iteration 16Q: 3 clusters Score -717691.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -717703.562500 Penalty: 4458.331055
	Iteration 17Q: 3 clusters Score -717703.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -717718.500000 Penalty: 4458.331055
	Iteration 18Q: 3 clusters Score -717718.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -717732.250000 Penalty: 4458.331055
	Iteration 19Q: 3 clusters Score -717732.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -717749.750000 Penalty: 4458.331055
	Iteration 20F: 3 clusters Score -717749.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -717776.000000 Penalty: 4458.331055
	Iteration 21Q: 3 clusters Score -717776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -717806.875000 Penalty: 4458.331055
	Iteration 22Q: 3 clusters Score -717806.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -717853.875000 Penalty: 4458.331055
	Iteration 23Q: 3 clusters Score -717853.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -717889.437500 Penalty: 4458.331055
	Iteration 24Q: 3 clusters Score -717889.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -717930.250000 Penalty: 4458.331055
	Iteration 25Q: 3 clusters Score -717930.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -717974.937500 Penalty: 4458.331055
	Iteration 26Q: 3 clusters Score -717974.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -718012.812500 Penalty: 4458.331055
	Iteration 27Q: 3 clusters Score -718012.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -718044.812500 Penalty: 4458.331055
	Iteration 28Q: 3 clusters Score -718044.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -718074.500000 Penalty: 4458.331055
	Iteration 29Q: 3 clusters Score -718074.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -718097.500000 Penalty: 4458.331055
	Iteration 30Q: 3 clusters Score -718097.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -718124.562500 Penalty: 4458.331055
	Iteration 31Q: 3 clusters Score -718124.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -718147.875000 Penalty: 4458.331055
	Iteration 32Q: 3 clusters Score -718147.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -718176.750000 Penalty: 4458.331055
	Iteration 33Q: 3 clusters Score -718176.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -718192.125000 Penalty: 4458.331055
	Iteration 34Q: 3 clusters Score -718192.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -718209.250000 Penalty: 4458.331055
	Iteration 35Q: 3 clusters Score -718209.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -718226.312500 Penalty: 4458.331055
	Iteration 36Q: 3 clusters Score -718226.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -718238.437500 Penalty: 4458.331055
	Iteration 37Q: 3 clusters Score -718238.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -718254.000000 Penalty: 4458.331055
	Iteration 38Q: 3 clusters Score -718254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -718264.812500 Penalty: 4458.331055
	Iteration 39Q: 3 clusters Score -718264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -718272.000000 Penalty: 4458.331055
	Iteration 40F: 3 clusters Score -718272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -718281.875000 Penalty: 4458.331055
	Iteration 41Q: 3 clusters Score -718281.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -718288.250000 Penalty: 4458.331055
	Iteration 42Q: 3 clusters Score -718288.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -718300.062500 Penalty: 4458.331055
	Iteration 43Q: 3 clusters Score -718300.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -718318.625000 Penalty: 4458.331055
	Iteration 44Q: 3 clusters Score -718318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -718334.812500 Penalty: 4458.331055
	Iteration 45Q: 3 clusters Score -718334.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -718352.500000 Penalty: 4458.331055
	Iteration 46Q: 3 clusters Score -718352.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -718367.812500 Penalty: 4458.331055
	Iteration 47Q: 3 clusters Score -718367.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -718378.187500 Penalty: 4458.331055
	Iteration 48Q: 3 clusters Score -718378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -718394.625000 Penalty: 4458.331055
	Iteration 49Q: 3 clusters Score -718394.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -718407.375000 Penalty: 4458.331055
	Iteration 50Q: 3 clusters Score -718407.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -718419.812500 Penalty: 4458.331055
	Iteration 51Q: 3 clusters Score -718419.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -718433.937500 Penalty: 4458.331055
	Iteration 52Q: 3 clusters Score -718433.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -718443.187500 Penalty: 4458.331055
	Iteration 53Q: 3 clusters Score -718443.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -718453.062500 Penalty: 4458.331055
	Iteration 54Q: 3 clusters Score -718453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -718463.437500 Penalty: 4458.331055
	Iteration 55Q: 3 clusters Score -718463.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -718477.500000 Penalty: 4458.331055
	Iteration 56Q: 3 clusters Score -718477.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -718495.500000 Penalty: 4458.331055
	Iteration 57Q: 3 clusters Score -718495.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -718507.812500 Penalty: 4458.331055
	Iteration 58Q: 3 clusters Score -718507.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -718515.562500 Penalty: 4458.331055
	Iteration 59Q: 3 clusters Score -718515.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -718524.500000 Penalty: 4458.331055
	Iteration 60F: 3 clusters Score -718524.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -718530.562500 Penalty: 4458.331055
	Iteration 61Q: 3 clusters Score -718530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -718538.125000 Penalty: 4458.331055
	Iteration 62Q: 3 clusters Score -718538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -718541.500000 Penalty: 4458.331055
	Iteration 63Q: 3 clusters Score -718541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -718542.750000 Penalty: 4458.331055
	Iteration 64Q: 3 clusters Score -718542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -718542.312500 Penalty: 4458.331055
	Iteration 65Q: 3 clusters Score -718542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -718542.812500 Penalty: 4458.331055
	Iteration 66Q: 3 clusters Score -718542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -718545.125000 Penalty: 4458.331055
	Iteration 67Q: 3 clusters Score -718545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -718546.625000 Penalty: 4458.331055
	Iteration 68Q: 3 clusters Score -718546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -718548.750000 Penalty: 4458.331055
	Iteration 69Q: 3 clusters Score -718548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -718549.812500 Penalty: 4458.331055
	Iteration 70Q: 3 clusters Score -718549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -718552.687500 Penalty: 4458.331055
	Iteration 71Q: 3 clusters Score -718552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -718554.250000 Penalty: 4458.331055
	Iteration 72Q: 3 clusters Score -718554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -718556.125000 Penalty: 4458.331055
	Iteration 73Q: 3 clusters Score -718556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -718556.187500 Penalty: 4458.331055
	Iteration 74Q: 3 clusters Score -718556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -718558.500000 Penalty: 4458.331055
	Iteration 75Q: 3 clusters Score -718558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -718559.500000 Penalty: 4458.331055
	Iteration 76Q: 3 clusters Score -718559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -718559.937500 Penalty: 4458.331055
	Iteration 77Q: 3 clusters Score -718559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -718562.062500 Penalty: 4458.331055
	Iteration 78Q: 3 clusters Score -718562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -718562.062500 Penalty: 4458.331055
	Iteration 79F: 3 clusters Score -718562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Entering Unmasked Estep 
Score: -2026671.375000 Penalty: 2474.461426
	Iteration 0F: 2 clusters Score -2026671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2011594.250000 Penalty: 4948.922852
	Iteration 0F: 3 clusters Score -2011594 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2016743.250000 Penalty: 4948.922852
	Iteration 1F: 3 clusters Score -2016743 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2017254.250000 Penalty: 4948.922852
	Iteration 2F: 3 clusters Score -2017254 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2017797.250000 Penalty: 4948.922852
	Iteration 3F: 3 clusters Score -2017797 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2018522.875000 Penalty: 4948.922852
	Iteration 4F: 3 clusters Score -2018523 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2019433.125000 Penalty: 4948.922852
	Iteration 5F: 3 clusters Score -2019433 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2020294.625000 Penalty: 4948.922852
	Iteration 6F: 3 clusters Score -2020295 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2020921.375000 Penalty: 4948.922852
	Iteration 7F: 3 clusters Score -2020921 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2021344.875000 Penalty: 4948.922852
	Iteration 8Q: 3 clusters Score -2021345 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2021603.125000 Penalty: 4948.922852
	Iteration 9Q: 3 clusters Score -2021603 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2021777.250000 Penalty: 4948.922852
	Iteration 10Q: 3 clusters Score -2021777 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2021933.750000 Penalty: 4948.922852
	Iteration 11Q: 3 clusters Score -2021934 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2022083.250000 Penalty: 4948.922852
	Iteration 12Q: 3 clusters Score -2022083 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2022217.125000 Penalty: 4948.922852
	Iteration 13Q: 3 clusters Score -2022217 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2022372.875000 Penalty: 4948.922852
	Iteration 14Q: 3 clusters Score -2022373 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2022558.625000 Penalty: 4948.922852
	Iteration 15Q: 3 clusters Score -2022559 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2022763.125000 Penalty: 4948.922852
	Iteration 16Q: 3 clusters Score -2022763 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2023010.875000 Penalty: 4948.922852
	Iteration 17Q: 3 clusters Score -2023011 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2023238.625000 Penalty: 4948.922852
	Iteration 18Q: 3 clusters Score -2023239 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2023435.875000 Penalty: 4948.922852
	Iteration 19Q: 3 clusters Score -2023436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2023632.375000 Penalty: 4948.922852
	Iteration 20F: 3 clusters Score -2023632 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2023762.000000 Penalty: 4948.922852
	Iteration 21Q: 3 clusters Score -2023762 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2023875.250000 Penalty: 4948.922852
	Iteration 22Q: 3 clusters Score -2023875 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2023958.750000 Penalty: 4948.922852
	Iteration 23Q: 3 clusters Score -2023959 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2024034.500000 Penalty: 4948.922852
	Iteration 24Q: 3 clusters Score -2024034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2024090.375000 Penalty: 4948.922852
	Iteration 25Q: 3 clusters Score -2024090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2024132.375000 Penalty: 4948.922852
	Iteration 26Q: 3 clusters Score -2024132 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2024175.250000 Penalty: 4948.922852
	Iteration 27Q: 3 clusters Score -2024175 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2024217.625000 Penalty: 4948.922852
	Iteration 28Q: 3 clusters Score -2024218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2024253.750000 Penalty: 4948.922852
	Iteration 29Q: 3 clusters Score -2024254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2024280.000000 Penalty: 4948.922852
	Iteration 30Q: 3 clusters Score -2024280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2024300.500000 Penalty: 4948.922852
	Iteration 31Q: 3 clusters Score -2024300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2024320.750000 Penalty: 4948.922852
	Iteration 32Q: 3 clusters Score -2024321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2024346.375000 Penalty: 4948.922852
	Iteration 33Q: 3 clusters Score -2024346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2024365.750000 Penalty: 4948.922852
	Iteration 34Q: 3 clusters Score -2024366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2024385.625000 Penalty: 4948.922852
	Iteration 35Q: 3 clusters Score -2024386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2024419.250000 Penalty: 4948.922852
	Iteration 36Q: 3 clusters Score -2024419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2024439.750000 Penalty: 4948.922852
	Iteration 37Q: 3 clusters Score -2024440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2024459.375000 Penalty: 4948.922852
	Iteration 38Q: 3 clusters Score -2024459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2024478.375000 Penalty: 4948.922852
	Iteration 39Q: 3 clusters Score -2024478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2024496.000000 Penalty: 4948.922852
	Iteration 40F: 3 clusters Score -2024496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2024508.125000 Penalty: 4948.922852
	Iteration 41Q: 3 clusters Score -2024508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2024522.875000 Penalty: 4948.922852
	Iteration 42Q: 3 clusters Score -2024523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2024540.000000 Penalty: 4948.922852
	Iteration 43Q: 3 clusters Score -2024540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2024543.250000 Penalty: 4948.922852
	Iteration 44Q: 3 clusters Score -2024543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2024551.500000 Penalty: 4948.922852
	Iteration 45Q: 3 clusters Score -2024552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2024563.125000 Penalty: 4948.922852
	Iteration 46Q: 3 clusters Score -2024563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2024577.750000 Penalty: 4948.922852
	Iteration 47Q: 3 clusters Score -2024578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2024585.125000 Penalty: 4948.922852
	Iteration 48Q: 3 clusters Score -2024585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2024595.500000 Penalty: 4948.922852
	Iteration 49Q: 3 clusters Score -2024596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2024605.875000 Penalty: 4948.922852
	Iteration 50Q: 3 clusters Score -2024606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2024620.625000 Penalty: 4948.922852
	Iteration 51Q: 3 clusters Score -2024621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2024635.375000 Penalty: 4948.922852
	Iteration 52Q: 3 clusters Score -2024635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2024644.625000 Penalty: 4948.922852
	Iteration 53Q: 3 clusters Score -2024645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2024657.250000 Penalty: 4948.922852
	Iteration 54Q: 3 clusters Score -2024657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2024678.250000 Penalty: 4948.922852
	Iteration 55Q: 3 clusters Score -2024678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2024698.375000 Penalty: 4948.922852
	Iteration 56Q: 3 clusters Score -2024698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2024717.500000 Penalty: 4948.922852
	Iteration 57Q: 3 clusters Score -2024718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2024735.000000 Penalty: 4948.922852
	Iteration 58Q: 3 clusters Score -2024735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2024747.750000 Penalty: 4948.922852
	Iteration 59Q: 3 clusters Score -2024748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2024758.750000 Penalty: 4948.922852
	Iteration 60F: 3 clusters Score -2024759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2024764.125000 Penalty: 4948.922852
	Iteration 61Q: 3 clusters Score -2024764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2024770.125000 Penalty: 4948.922852
	Iteration 62Q: 3 clusters Score -2024770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2024773.000000 Penalty: 4948.922852
	Iteration 63Q: 3 clusters Score -2024773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2024775.000000 Penalty: 4948.922852
	Iteration 64Q: 3 clusters Score -2024775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2024781.000000 Penalty: 4948.922852
	Iteration 65Q: 3 clusters Score -2024781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2024784.125000 Penalty: 4948.922852
	Iteration 66Q: 3 clusters Score -2024784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2024782.125000 Penalty: 4948.922852
	Iteration 67Q: 3 clusters Score -2024782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2024790.250000 Penalty: 4948.922852
	Iteration 68Q: 3 clusters Score -2024790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2024797.125000 Penalty: 4948.922852
	Iteration 69Q: 3 clusters Score -2024797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2024798.750000 Penalty: 4948.922852
	Iteration 70Q: 3 clusters Score -2024799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2024804.000000 Penalty: 4948.922852
	Iteration 71Q: 3 clusters Score -2024804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2024804.000000 Penalty: 4948.922852
	Iteration 72Q: 3 clusters Score -2024804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2024801.875000 Penalty: 4948.922852
	Iteration 73Q: 3 clusters Score -2024802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2024806.375000 Penalty: 4948.922852
	Iteration 74Q: 3 clusters Score -2024806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2024812.500000 Penalty: 4948.922852
	Iteration 75Q: 3 clusters Score -2024812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2024812.750000 Penalty: 4948.922852
	Iteration 76Q: 3 clusters Score -2024813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2024811.750000 Penalty: 4948.922852
	Iteration 77Q: 3 clusters Score -2024812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2024810.125000 Penalty: 4948.922852
	Iteration 78Q: 3 clusters Score -2024810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2024812.500000 Penalty: 4948.922852
	Iteration 79Q: 3 clusters Score -2024812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2024814.875000 Penalty: 4948.922852
	Iteration 80F: 3 clusters Score -2024815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 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 241 members 
Entering Unmasked Estep 
Score: -44083.179688 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44083.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44342.117188 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44342.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44458.882812 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44458.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44533.843750 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -44533.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44592.957031 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -44592.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44635.148438 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -44635.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -44657.921875 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -44657.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -44679.335938 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -44679.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44682.582031 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -44682.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44685.234375 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -44685.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44687.507812 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -44687.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44687.507812 Penalty: 3114.146729
	Iteration 11F: 3 clusters Score -44687.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -502968.687500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -502968.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -498171.593750 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -498171.6 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -499452.375000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -499452.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -499800.343750 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -499800.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -500120.812500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -500120.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -500375.375000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -500375.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -500588.156250 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -500588.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -500760.687500 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -500760.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -500945.656250 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -500945.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -501144.687500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -501144.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -501336.593750 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -501336.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -501563.625000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -501563.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -501845.718750 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -501845.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -502102.968750 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -502103 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -502321.906250 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -502321.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -502547.375000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -502547.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -502680.343750 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -502680.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -502751.718750 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -502751.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -502791.437500 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -502791.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -502809.218750 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -502809.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -502818.468750 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -502818.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -502823.125000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -502823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -502824.843750 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -502824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502825.593750 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -502825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -502826.187500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -502826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502826.875000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -502826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502826.875000 Penalty: 4260.675781
	Iteration 25F: 3 clusters Score -502826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -170205.656250 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -170205.7 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 1174 members 
Entering Unmasked Estep 
Score: -167344.343750 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -167344.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -168109.718750 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -168109.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -168407.000000 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -168407 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -168604.953125 Penalty: 3850.036621
	Iteration 3F: 3 clusters Score -168605 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -168767.718750 Penalty: 3850.036621
	Iteration 4F: 3 clusters Score -168767.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -168878.531250 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -168878.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -168978.328125 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -168978.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169050.062500 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -169050.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -169106.468750 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -169106.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -169135.046875 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -169135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -169166.906250 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -169166.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -169197.265625 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -169197.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -169246.500000 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -169246.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -169292.703125 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -169292.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -169326.125000 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -169326.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -169352.812500 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -169352.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -169374.421875 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -169374.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -169389.031250 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -169389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169408.421875 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -169408.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -169420.906250 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -169420.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -169429.765625 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -169429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -169437.718750 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -169437.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169444.312500 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -169444.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -169450.343750 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -169450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -169456.703125 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -169456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169460.515625 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -169460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169462.671875 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -169462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169464.015625 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -169464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -169464.250000 Penalty: 3850.036621
	Iteration 28Q: 3 clusters Score -169464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -169464.250000 Penalty: 3850.036621
	Iteration 29F: 3 clusters Score -169464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Entering Unmasked Estep 
Score: -635243.062500 Penalty: 2175.261475
	Iteration 0F: 2 clusters Score -635243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -629800.000000 Penalty: 4350.522949
	Iteration 0F: 3 clusters Score -629800 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -631221.375000 Penalty: 4350.522949
	Iteration 1F: 3 clusters Score -631221.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -631467.750000 Penalty: 4350.522949
	Iteration 2F: 3 clusters Score -631467.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -631622.062500 Penalty: 4350.522949
	Iteration 3Q: 3 clusters Score -631622.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -631732.562500 Penalty: 4350.522949
	Iteration 4Q: 3 clusters Score -631732.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -631830.250000 Penalty: 4350.522949
	Iteration 5Q: 3 clusters Score -631830.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -631915.500000 Penalty: 4350.522949
	Iteration 6Q: 3 clusters Score -631915.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -631989.625000 Penalty: 4350.522949
	Iteration 7Q: 3 clusters Score -631989.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -632073.187500 Penalty: 4350.522949
	Iteration 8Q: 3 clusters Score -632073.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -632148.875000 Penalty: 4350.522949
	Iteration 9Q: 3 clusters Score -632148.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -632253.562500 Penalty: 4350.522949
	Iteration 10Q: 3 clusters Score -632253.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -632400.125000 Penalty: 4350.522949
	Iteration 11Q: 3 clusters Score -632400.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -632618.187500 Penalty: 4350.522949
	Iteration 12Q: 3 clusters Score -632618.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -632920.812500 Penalty: 4350.522949
	Iteration 13Q: 3 clusters Score -632920.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -633225.562500 Penalty: 4350.522949
	Iteration 14Q: 3 clusters Score -633225.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -633489.625000 Penalty: 4350.522949
	Iteration 15Q: 3 clusters Score -633489.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -633664.312500 Penalty: 4350.522949
	Iteration 16Q: 3 clusters Score -633664.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -633780.562500 Penalty: 4350.522949
	Iteration 17Q: 3 clusters Score -633780.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -633847.687500 Penalty: 4350.522949
	Iteration 18Q: 3 clusters Score -633847.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -633903.062500 Penalty: 4350.522949
	Iteration 19Q: 3 clusters Score -633903.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -633950.687500 Penalty: 4350.522949
	Iteration 20F: 3 clusters Score -633950.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -634003.187500 Penalty: 4350.522949
	Iteration 21Q: 3 clusters Score -634003.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -634057.062500 Penalty: 4350.522949
	Iteration 22Q: 3 clusters Score -634057.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -634119.250000 Penalty: 4350.522949
	Iteration 23Q: 3 clusters Score -634119.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -634178.187500 Penalty: 4350.522949
	Iteration 24Q: 3 clusters Score -634178.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -634231.687500 Penalty: 4350.522949
	Iteration 25Q: 3 clusters Score -634231.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -634265.812500 Penalty: 4350.522949
	Iteration 26Q: 3 clusters Score -634265.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -634291.750000 Penalty: 4350.522949
	Iteration 27Q: 3 clusters Score -634291.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -634307.687500 Penalty: 4350.522949
	Iteration 28Q: 3 clusters Score -634307.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -634315.750000 Penalty: 4350.522949
	Iteration 29Q: 3 clusters Score -634315.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -634321.187500 Penalty: 4350.522949
	Iteration 30Q: 3 clusters Score -634321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -634325.125000 Penalty: 4350.522949
	Iteration 31Q: 3 clusters Score -634325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -634325.000000 Penalty: 4350.522949
	Iteration 32Q: 3 clusters Score -634325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -634327.625000 Penalty: 4350.522949
	Iteration 33Q: 3 clusters Score -634327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -634328.687500 Penalty: 4350.522949
	Iteration 34Q: 3 clusters Score -634328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -634330.812500 Penalty: 4350.522949
	Iteration 35Q: 3 clusters Score -634330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -634331.312500 Penalty: 4350.522949
	Iteration 36Q: 3 clusters Score -634331.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -634333.187500 Penalty: 4350.522949
	Iteration 37Q: 3 clusters Score -634333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -634334.812500 Penalty: 4350.522949
	Iteration 38Q: 3 clusters Score -634334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -634336.062500 Penalty: 4350.522949
	Iteration 39Q: 3 clusters Score -634336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -634336.062500 Penalty: 4350.522949
	Iteration 40F: 3 clusters Score -634336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Entering Unmasked Estep 
Score: -5023447.500000 Penalty: 2685.482910
	Iteration 0F: 2 clusters Score -5023448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4989556.500000 Penalty: 5370.965820
	Iteration 0F: 3 clusters Score -4989556 nChanged 23232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5002275.000000 Penalty: 5370.965820
	Iteration 1F: 3 clusters Score -5002275 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -5002754.000000 Penalty: 5370.965820
	Iteration 2Q: 3 clusters Score -5002754 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -5003304.000000 Penalty: 5370.965820
	Iteration 3Q: 3 clusters Score -5003304 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -5003837.500000 Penalty: 5370.965820
	Iteration 4Q: 3 clusters Score -5003838 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5004403.000000 Penalty: 5370.965820
	Iteration 5Q: 3 clusters Score -5004403 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5005100.000000 Penalty: 5370.965820
	Iteration 6Q: 3 clusters Score -5005100 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5005926.500000 Penalty: 5370.965820
	Iteration 7Q: 3 clusters Score -5005926 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5006803.000000 Penalty: 5370.965820
	Iteration 8Q: 3 clusters Score -5006803 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5007784.000000 Penalty: 5370.965820
	Iteration 9Q: 3 clusters Score -5007784 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5008600.500000 Penalty: 5370.965820
	Iteration 10Q: 3 clusters Score -5008600 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -5009362.500000 Penalty: 5370.965820
	Iteration 11Q: 3 clusters Score -5009362 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -5010007.500000 Penalty: 5370.965820
	Iteration 12Q: 3 clusters Score -5010008 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -5010526.000000 Penalty: 5370.965820
	Iteration 13Q: 3 clusters Score -5010526 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5011088.500000 Penalty: 5370.965820
	Iteration 14Q: 3 clusters Score -5011088 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -5011743.500000 Penalty: 5370.965820
	Iteration 15Q: 3 clusters Score -5011744 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -5012591.000000 Penalty: 5370.965820
	Iteration 16Q: 3 clusters Score -5012591 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5013604.000000 Penalty: 5370.965820
	Iteration 17Q: 3 clusters Score -5013604 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5014623.000000 Penalty: 5370.965820
	Iteration 18Q: 3 clusters Score -5014623 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5015514.000000 Penalty: 5370.965820
	Iteration 19Q: 3 clusters Score -5015514 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5016288.500000 Penalty: 5370.965820
	Iteration 20F: 3 clusters Score -5016288 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -5016870.000000 Penalty: 5370.965820
	Iteration 21Q: 3 clusters Score -5016870 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5017334.000000 Penalty: 5370.965820
	Iteration 22Q: 3 clusters Score -5017334 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -5017802.000000 Penalty: 5370.965820
	Iteration 23Q: 3 clusters Score -5017802 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -5018238.000000 Penalty: 5370.965820
	Iteration 24Q: 3 clusters Score -5018238 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -5018662.000000 Penalty: 5370.965820
	Iteration 25Q: 3 clusters Score -5018662 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5019057.500000 Penalty: 5370.965820
	Iteration 26Q: 3 clusters Score -5019058 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5019430.000000 Penalty: 5370.965820
	Iteration 27Q: 3 clusters Score -5019430 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -5019741.500000 Penalty: 5370.965820
	Iteration 28Q: 3 clusters Score -5019742 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -5019964.000000 Penalty: 5370.965820
	Iteration 29Q: 3 clusters Score -5019964 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -5020159.000000 Penalty: 5370.965820
	Iteration 30Q: 3 clusters Score -5020159 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -5020307.000000 Penalty: 5370.965820
	Iteration 31Q: 3 clusters Score -5020307 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -5020436.000000 Penalty: 5370.965820
	Iteration 32Q: 3 clusters Score -5020436 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -5020547.000000 Penalty: 5370.965820
	Iteration 33Q: 3 clusters Score -5020547 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -5020625.500000 Penalty: 5370.965820
	Iteration 34Q: 3 clusters Score -5020626 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -5020702.000000 Penalty: 5370.965820
	Iteration 35Q: 3 clusters Score -5020702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -5020769.000000 Penalty: 5370.965820
	Iteration 36Q: 3 clusters Score -5020769 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -5020852.500000 Penalty: 5370.965820
	Iteration 37Q: 3 clusters Score -5020852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -5020907.000000 Penalty: 5370.965820
	Iteration 38Q: 3 clusters Score -5020907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -5020944.500000 Penalty: 5370.965820
	Iteration 39Q: 3 clusters Score -5020944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -5020970.000000 Penalty: 5370.965820
	Iteration 40F: 3 clusters Score -5020970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -5021008.500000 Penalty: 5370.965820
	Iteration 41Q: 3 clusters Score -5021008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -5021031.500000 Penalty: 5370.965820
	Iteration 42Q: 3 clusters Score -5021032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -5021063.000000 Penalty: 5370.965820
	Iteration 43Q: 3 clusters Score -5021063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5021083.500000 Penalty: 5370.965820
	Iteration 44Q: 3 clusters Score -5021084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -5021090.000000 Penalty: 5370.965820
	Iteration 45Q: 3 clusters Score -5021090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5021096.000000 Penalty: 5370.965820
	Iteration 46Q: 3 clusters Score -5021096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -5021109.500000 Penalty: 5370.965820
	Iteration 47Q: 3 clusters Score -5021110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -5021113.000000 Penalty: 5370.965820
	Iteration 48Q: 3 clusters Score -5021113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -5021115.000000 Penalty: 5370.965820
	Iteration 49Q: 3 clusters Score -5021115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -5021116.500000 Penalty: 5370.965820
	Iteration 50Q: 3 clusters Score -5021116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -5021115.000000 Penalty: 5370.965820
	Iteration 51Q: 3 clusters Score -5021115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -5021118.500000 Penalty: 5370.965820
	Iteration 52Q: 3 clusters Score -5021118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -5021126.500000 Penalty: 5370.965820
	Iteration 53Q: 3 clusters Score -5021126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5021135.000000 Penalty: 5370.965820
	Iteration 54Q: 3 clusters Score -5021135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -5021132.500000 Penalty: 5370.965820
	Iteration 55Q: 3 clusters Score -5021132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -5021133.000000 Penalty: 5370.965820
	Iteration 56Q: 3 clusters Score -5021133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -5021137.000000 Penalty: 5370.965820
	Iteration 57Q: 3 clusters Score -5021137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -5021133.000000 Penalty: 5370.965820
	Iteration 58Q: 3 clusters Score -5021133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5021136.000000 Penalty: 5370.965820
	Iteration 59Q: 3 clusters Score -5021136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5021136.000000 Penalty: 5370.965820
	Iteration 60F: 3 clusters Score -5021136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -507044.843750 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -507044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -502339.312500 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -502339.3 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -503500.187500 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -503500.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -503796.031250 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -503796 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -504078.781250 Penalty: 4250.613770
	Iteration 3F: 3 clusters Score -504078.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -504472.406250 Penalty: 4250.613770
	Iteration 4F: 3 clusters Score -504472.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -505057.375000 Penalty: 4250.613770
	Iteration 5F: 3 clusters Score -505057.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -505753.781250 Penalty: 4250.613770
	Iteration 6F: 3 clusters Score -505753.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -506176.156250 Penalty: 4250.613770
	Iteration 7F: 3 clusters Score -506176.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -506363.843750 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -506363.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -506450.468750 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -506450.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -506491.625000 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -506491.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -506514.875000 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -506514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -506526.968750 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -506527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -506534.281250 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -506534.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -506539.593750 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -506539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -506543.343750 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -506543.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -506547.531250 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -506547.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -506552.750000 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -506552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -506558.218750 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -506558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -506563.343750 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -506563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -506568.562500 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -506568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -506572.781250 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -506572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -506573.468750 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -506573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -506576.218750 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -506576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -506577.812500 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -506577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -506578.375000 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -506578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -506578.187500 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -506578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -506578.187500 Penalty: 4250.613770
	Iteration 27F: 3 clusters Score -506578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -101877.460938 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -101877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99822.039062 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -99822.04 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100190.304688 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -100190.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100308.960938 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -100309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100368.632812 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -100368.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100412.734375 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -100412.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100442.812500 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -100442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100455.140625 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -100455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100464.148438 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -100464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100470.617188 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -100470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100476.976562 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -100477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100481.710938 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -100481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100485.976562 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -100486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100489.351562 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -100489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100495.945312 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -100495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100498.890625 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -100498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100498.890625 Penalty: 3524.062744
	Iteration 15F: 3 clusters Score -100498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -916262.250000 Penalty: 2292.935547
	Iteration 0F: 2 clusters Score -916262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -908352.562500 Penalty: 4585.871094
	Iteration 0F: 3 clusters Score -908352.6 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -910761.000000 Penalty: 4585.871094
	Iteration 1F: 3 clusters Score -910761 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -911195.250000 Penalty: 4585.871094
	Iteration 2F: 3 clusters Score -911195.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -911548.562500 Penalty: 4585.871094
	Iteration 3F: 3 clusters Score -911548.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -911835.062500 Penalty: 4585.871094
	Iteration 4F: 3 clusters Score -911835.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -912047.312500 Penalty: 4585.871094
	Iteration 5Q: 3 clusters Score -912047.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -912229.812500 Penalty: 4585.871094
	Iteration 6Q: 3 clusters Score -912229.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -912395.187500 Penalty: 4585.871094
	Iteration 7Q: 3 clusters Score -912395.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -912571.250000 Penalty: 4585.871094
	Iteration 8Q: 3 clusters Score -912571.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -912734.937500 Penalty: 4585.871094
	Iteration 9Q: 3 clusters Score -912734.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -912867.812500 Penalty: 4585.871094
	Iteration 10Q: 3 clusters Score -912867.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -912997.812500 Penalty: 4585.871094
	Iteration 11Q: 3 clusters Score -912997.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -913113.562500 Penalty: 4585.871094
	Iteration 12Q: 3 clusters Score -913113.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -913220.875000 Penalty: 4585.871094
	Iteration 13Q: 3 clusters Score -913220.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -913306.250000 Penalty: 4585.871094
	Iteration 14Q: 3 clusters Score -913306.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -913381.812500 Penalty: 4585.871094
	Iteration 15Q: 3 clusters Score -913381.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -913466.375000 Penalty: 4585.871094
	Iteration 16Q: 3 clusters Score -913466.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -913544.250000 Penalty: 4585.871094
	Iteration 17Q: 3 clusters Score -913544.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -913593.937500 Penalty: 4585.871094
	Iteration 18Q: 3 clusters Score -913593.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -913630.375000 Penalty: 4585.871094
	Iteration 19Q: 3 clusters Score -913630.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -913660.187500 Penalty: 4585.871094
	Iteration 20F: 3 clusters Score -913660.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -913691.500000 Penalty: 4585.871094
	Iteration 21Q: 3 clusters Score -913691.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -913728.312500 Penalty: 4585.871094
	Iteration 22Q: 3 clusters Score -913728.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -913755.750000 Penalty: 4585.871094
	Iteration 23Q: 3 clusters Score -913755.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -913779.687500 Penalty: 4585.871094
	Iteration 24Q: 3 clusters Score -913779.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -913799.812500 Penalty: 4585.871094
	Iteration 25Q: 3 clusters Score -913799.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -913816.437500 Penalty: 4585.871094
	Iteration 26Q: 3 clusters Score -913816.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -913836.687500 Penalty: 4585.871094
	Iteration 27Q: 3 clusters Score -913836.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -913850.875000 Penalty: 4585.871094
	Iteration 28Q: 3 clusters Score -913850.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -913860.187500 Penalty: 4585.871094
	Iteration 29Q: 3 clusters Score -913860.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -913874.187500 Penalty: 4585.871094
	Iteration 30Q: 3 clusters Score -913874.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -913882.812500 Penalty: 4585.871094
	Iteration 31Q: 3 clusters Score -913882.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -913891.750000 Penalty: 4585.871094
	Iteration 32Q: 3 clusters Score -913891.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -913904.687500 Penalty: 4585.871094
	Iteration 33Q: 3 clusters Score -913904.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -913917.375000 Penalty: 4585.871094
	Iteration 34Q: 3 clusters Score -913917.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -913929.187500 Penalty: 4585.871094
	Iteration 35Q: 3 clusters Score -913929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -913936.937500 Penalty: 4585.871094
	Iteration 36Q: 3 clusters Score -913936.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -913947.187500 Penalty: 4585.871094
	Iteration 37Q: 3 clusters Score -913947.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -913956.500000 Penalty: 4585.871094
	Iteration 38Q: 3 clusters Score -913956.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -913963.687500 Penalty: 4585.871094
	Iteration 39Q: 3 clusters Score -913963.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -913975.062500 Penalty: 4585.871094
	Iteration 40F: 3 clusters Score -913975.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -913990.562500 Penalty: 4585.871094
	Iteration 41Q: 3 clusters Score -913990.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -913998.750000 Penalty: 4585.871094
	Iteration 42Q: 3 clusters Score -913998.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -914011.312500 Penalty: 4585.871094
	Iteration 43Q: 3 clusters Score -914011.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -914018.750000 Penalty: 4585.871094
	Iteration 44Q: 3 clusters Score -914018.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -914033.187500 Penalty: 4585.871094
	Iteration 45Q: 3 clusters Score -914033.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -914050.437500 Penalty: 4585.871094
	Iteration 46Q: 3 clusters Score -914050.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -914072.750000 Penalty: 4585.871094
	Iteration 47Q: 3 clusters Score -914072.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -914097.437500 Penalty: 4585.871094
	Iteration 48Q: 3 clusters Score -914097.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -914119.625000 Penalty: 4585.871094
	Iteration 49Q: 3 clusters Score -914119.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -914144.312500 Penalty: 4585.871094
	Iteration 50Q: 3 clusters Score -914144.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -914173.437500 Penalty: 4585.871094
	Iteration 51Q: 3 clusters Score -914173.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -914204.000000 Penalty: 4585.871094
	Iteration 52Q: 3 clusters Score -914204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -914237.750000 Penalty: 4585.871094
	Iteration 53Q: 3 clusters Score -914237.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -914258.187500 Penalty: 4585.871094
	Iteration 54Q: 3 clusters Score -914258.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -914273.375000 Penalty: 4585.871094
	Iteration 55Q: 3 clusters Score -914273.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -914296.937500 Penalty: 4585.871094
	Iteration 56Q: 3 clusters Score -914296.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -914320.812500 Penalty: 4585.871094
	Iteration 57Q: 3 clusters Score -914320.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -914338.812500 Penalty: 4585.871094
	Iteration 58Q: 3 clusters Score -914338.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -914358.187500 Penalty: 4585.871094
	Iteration 59Q: 3 clusters Score -914358.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -914378.312500 Penalty: 4585.871094
	Iteration 60F: 3 clusters Score -914378.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -914397.437500 Penalty: 4585.871094
	Iteration 61Q: 3 clusters Score -914397.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -914413.875000 Penalty: 4585.871094
	Iteration 62Q: 3 clusters Score -914413.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -914428.875000 Penalty: 4585.871094
	Iteration 63Q: 3 clusters Score -914428.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -914433.750000 Penalty: 4585.871094
	Iteration 64Q: 3 clusters Score -914433.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -914441.187500 Penalty: 4585.871094
	Iteration 65Q: 3 clusters Score -914441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -914450.375000 Penalty: 4585.871094
	Iteration 66Q: 3 clusters Score -914450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -914457.875000 Penalty: 4585.871094
	Iteration 67Q: 3 clusters Score -914457.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -914461.250000 Penalty: 4585.871094
	Iteration 68Q: 3 clusters Score -914461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -914464.125000 Penalty: 4585.871094
	Iteration 69Q: 3 clusters Score -914464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -914469.875000 Penalty: 4585.871094
	Iteration 70Q: 3 clusters Score -914469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -914470.750000 Penalty: 4585.871094
	Iteration 71Q: 3 clusters Score -914470.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -914479.312500 Penalty: 4585.871094
	Iteration 72Q: 3 clusters Score -914479.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -914482.062500 Penalty: 4585.871094
	Iteration 73Q: 3 clusters Score -914482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -914486.437500 Penalty: 4585.871094
	Iteration 74Q: 3 clusters Score -914486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -914487.250000 Penalty: 4585.871094
	Iteration 75Q: 3 clusters Score -914487.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -914489.750000 Penalty: 4585.871094
	Iteration 76Q: 3 clusters Score -914489.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -914493.500000 Penalty: 4585.871094
	Iteration 77Q: 3 clusters Score -914493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -914496.312500 Penalty: 4585.871094
	Iteration 78Q: 3 clusters Score -914496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -914499.500000 Penalty: 4585.871094
	Iteration 79Q: 3 clusters Score -914499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -914505.875000 Penalty: 4585.871094
	Iteration 80F: 3 clusters Score -914505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -914510.312500 Penalty: 4585.871094
	Iteration 81Q: 3 clusters Score -914510.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -914514.937500 Penalty: 4585.871094
	Iteration 82Q: 3 clusters Score -914514.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -914517.812500 Penalty: 4585.871094
	Iteration 83Q: 3 clusters Score -914517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -914520.375000 Penalty: 4585.871094
	Iteration 84Q: 3 clusters Score -914520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -914523.437500 Penalty: 4585.871094
	Iteration 85Q: 3 clusters Score -914523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -914528.250000 Penalty: 4585.871094
	Iteration 86Q: 3 clusters Score -914528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -914531.750000 Penalty: 4585.871094
	Iteration 87Q: 3 clusters Score -914531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -914535.375000 Penalty: 4585.871094
	Iteration 88Q: 3 clusters Score -914535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -914536.000000 Penalty: 4585.871094
	Iteration 89Q: 3 clusters Score -914536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -914537.062500 Penalty: 4585.871094
	Iteration 90Q: 3 clusters Score -914537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -914536.750000 Penalty: 4585.871094
	Iteration 91Q: 3 clusters Score -914536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -914539.687500 Penalty: 4585.871094
	Iteration 92Q: 3 clusters Score -914539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -914540.500000 Penalty: 4585.871094
	Iteration 93Q: 3 clusters Score -914540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -914541.812500 Penalty: 4585.871094
	Iteration 94Q: 3 clusters Score -914541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -914545.812500 Penalty: 4585.871094
	Iteration 95Q: 3 clusters Score -914545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -914550.125000 Penalty: 4585.871094
	Iteration 96Q: 3 clusters Score -914550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -914549.562500 Penalty: 4585.871094
	Iteration 97Q: 3 clusters Score -914549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -914552.062500 Penalty: 4585.871094
	Iteration 98Q: 3 clusters Score -914552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -914552.875000 Penalty: 4585.871094
	Iteration 99Q: 3 clusters Score -914552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -914552.500000 Penalty: 4585.871094
	Iteration 100F: 3 clusters Score -914552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -914552.312500 Penalty: 4585.871094
	Iteration 101Q: 3 clusters Score -914552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -914552.312500 Penalty: 4585.871094
	Iteration 102F: 3 clusters Score -914552.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -408466.625000 Penalty: 2072.891113
	Iteration 0F: 2 clusters Score -408466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -404426.843750 Penalty: 4145.782227
	Iteration 0F: 3 clusters Score -404426.8 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -405340.156250 Penalty: 4145.782227
	Iteration 1F: 3 clusters Score -405340.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -405549.500000 Penalty: 4145.782227
	Iteration 2F: 3 clusters Score -405549.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -405659.062500 Penalty: 4145.782227
	Iteration 3Q: 3 clusters Score -405659.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -405750.093750 Penalty: 4145.782227
	Iteration 4Q: 3 clusters Score -405750.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -405817.906250 Penalty: 4145.782227
	Iteration 5Q: 3 clusters Score -405817.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -405878.718750 Penalty: 4145.782227
	Iteration 6Q: 3 clusters Score -405878.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -405919.093750 Penalty: 4145.782227
	Iteration 7Q: 3 clusters Score -405919.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -405962.312500 Penalty: 4145.782227
	Iteration 8Q: 3 clusters Score -405962.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -406005.750000 Penalty: 4145.782227
	Iteration 9Q: 3 clusters Score -406005.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -406045.250000 Penalty: 4145.782227
	Iteration 10Q: 3 clusters Score -406045.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -406082.187500 Penalty: 4145.782227
	Iteration 11Q: 3 clusters Score -406082.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -406114.906250 Penalty: 4145.782227
	Iteration 12Q: 3 clusters Score -406114.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -406145.906250 Penalty: 4145.782227
	Iteration 13Q: 3 clusters Score -406145.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -406179.031250 Penalty: 4145.782227
	Iteration 14Q: 3 clusters Score -406179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -406201.687500 Penalty: 4145.782227
	Iteration 15Q: 3 clusters Score -406201.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -406218.343750 Penalty: 4145.782227
	Iteration 16Q: 3 clusters Score -406218.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -406234.218750 Penalty: 4145.782227
	Iteration 17Q: 3 clusters Score -406234.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -406247.593750 Penalty: 4145.782227
	Iteration 18Q: 3 clusters Score -406247.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -406256.000000 Penalty: 4145.782227
	Iteration 19Q: 3 clusters Score -406256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -406264.125000 Penalty: 4145.782227
	Iteration 20F: 3 clusters Score -406264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -406273.468750 Penalty: 4145.782227
	Iteration 21Q: 3 clusters Score -406273.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -406287.625000 Penalty: 4145.782227
	Iteration 22Q: 3 clusters Score -406287.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -406305.687500 Penalty: 4145.782227
	Iteration 23Q: 3 clusters Score -406305.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -406320.781250 Penalty: 4145.782227
	Iteration 24Q: 3 clusters Score -406320.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -406335.750000 Penalty: 4145.782227
	Iteration 25Q: 3 clusters Score -406335.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -406346.968750 Penalty: 4145.782227
	Iteration 26Q: 3 clusters Score -406347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -406354.125000 Penalty: 4145.782227
	Iteration 27Q: 3 clusters Score -406354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -406360.562500 Penalty: 4145.782227
	Iteration 28Q: 3 clusters Score -406360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -406370.812500 Penalty: 4145.782227
	Iteration 29Q: 3 clusters Score -406370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -406378.500000 Penalty: 4145.782227
	Iteration 30Q: 3 clusters Score -406378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -406385.406250 Penalty: 4145.782227
	Iteration 31Q: 3 clusters Score -406385.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -406393.656250 Penalty: 4145.782227
	Iteration 32Q: 3 clusters Score -406393.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -406400.562500 Penalty: 4145.782227
	Iteration 33Q: 3 clusters Score -406400.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -406407.312500 Penalty: 4145.782227
	Iteration 34Q: 3 clusters Score -406407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -406413.187500 Penalty: 4145.782227
	Iteration 35Q: 3 clusters Score -406413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -406418.125000 Penalty: 4145.782227
	Iteration 36Q: 3 clusters Score -406418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -406421.875000 Penalty: 4145.782227
	Iteration 37Q: 3 clusters Score -406421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -406424.406250 Penalty: 4145.782227
	Iteration 38Q: 3 clusters Score -406424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -406427.437500 Penalty: 4145.782227
	Iteration 39Q: 3 clusters Score -406427.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -406430.531250 Penalty: 4145.782227
	Iteration 40F: 3 clusters Score -406430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -406433.812500 Penalty: 4145.782227
	Iteration 41Q: 3 clusters Score -406433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -406436.281250 Penalty: 4145.782227
	Iteration 42Q: 3 clusters Score -406436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -406437.531250 Penalty: 4145.782227
	Iteration 43Q: 3 clusters Score -406437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -406437.531250 Penalty: 4145.782227
	Iteration 44F: 3 clusters Score -406437.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (55603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Entering Unmasked Estep 
Score: -5327738.500000 Penalty: 2709.645996
	Iteration 0F: 2 clusters Score -5327738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5290259.000000 Penalty: 5419.291992
	Iteration 0F: 3 clusters Score -5290259 nChanged 25907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -5304736.000000 Penalty: 5419.291992
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5322246.500000 Penalty: 5419.291992
	Iteration 24Q: 3 clusters Score -5322246 nChanged 578
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Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 45027 members 
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Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9620 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8970 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8357 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7748 members 
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Mstep: Class 1 contains 7555 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6944 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5711 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5488 members 
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Mstep: Class 1 contains 5251 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4783 members 
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Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5324260 nChanged 232
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Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3622 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5325250 nChanged 163
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Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2040 members 
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Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5325628 nChanged 21
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5325662 nChanged 17
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5325687 nChanged 11
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Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -5325689.500000 Penalty: 5419.291992
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Entering Unmasked Estep 
Score: -5325695.500000 Penalty: 5419.291992
	Iteration 95Q: 3 clusters Score -5325696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -5325700.000000 Penalty: 5419.291992
	Iteration 96Q: 3 clusters Score -5325700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -5325698.500000 Penalty: 5419.291992
	Iteration 97Q: 3 clusters Score -5325698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -5325703.000000 Penalty: 5419.291992
	Iteration 98Q: 3 clusters Score -5325703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -5325710.000000 Penalty: 5419.291992
	Iteration 99Q: 3 clusters Score -5325710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -5325711.500000 Penalty: 5419.291992
	Iteration 100F: 3 clusters Score -5325712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -5325715.000000 Penalty: 5419.291992
	Iteration 101Q: 3 clusters Score -5325715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -5325722.000000 Penalty: 5419.291992
	Iteration 102Q: 3 clusters Score -5325722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -5325714.500000 Penalty: 5419.291992
	Iteration 103Q: 3 clusters Score -5325714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -5325713.500000 Penalty: 5419.291992
	Iteration 104Q: 3 clusters Score -5325714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -5325711.500000 Penalty: 5419.291992
	Iteration 105Q: 3 clusters Score -5325712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5325712.500000 Penalty: 5419.291992
	Iteration 106Q: 3 clusters Score -5325712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -5325706.500000 Penalty: 5419.291992
	Iteration 107Q: 3 clusters Score -5325706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5325709.500000 Penalty: 5419.291992
	Iteration 108Q: 3 clusters Score -5325710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -5325707.500000 Penalty: 5419.291992
	Iteration 109Q: 3 clusters Score -5325708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -5325707.500000 Penalty: 5419.291992
	Iteration 110F: 3 clusters Score -5325708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Entering Unmasked Estep 
Score: -2188269.500000 Penalty: 2486.626953
	Iteration 0F: 2 clusters Score -2188270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2172557.750000 Penalty: 4973.253906
	Iteration 0F: 3 clusters Score -2172558 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2178017.000000 Penalty: 4973.253906
	Iteration 1F: 3 clusters Score -2178017 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2178536.750000 Penalty: 4973.253906
	Iteration 2F: 3 clusters Score -2178537 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2179072.500000 Penalty: 4973.253906
	Iteration 3F: 3 clusters Score -2179072 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2179681.250000 Penalty: 4973.253906
	Iteration 4F: 3 clusters Score -2179681 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2180316.000000 Penalty: 4973.253906
	Iteration 5F: 3 clusters Score -2180316 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2180960.750000 Penalty: 4973.253906
	Iteration 6F: 3 clusters Score -2180961 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2181541.750000 Penalty: 4973.253906
	Iteration 7F: 3 clusters Score -2181542 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2182091.500000 Penalty: 4973.253906
	Iteration 8Q: 3 clusters Score -2182092 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2182664.500000 Penalty: 4973.253906
	Iteration 9Q: 3 clusters Score -2182664 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2183281.000000 Penalty: 4973.253906
	Iteration 10Q: 3 clusters Score -2183281 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2184005.250000 Penalty: 4973.253906
	Iteration 11Q: 3 clusters Score -2184005 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2184820.000000 Penalty: 4973.253906
	Iteration 12Q: 3 clusters Score -2184820 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2185594.000000 Penalty: 4973.253906
	Iteration 13Q: 3 clusters Score -2185594 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2186078.250000 Penalty: 4973.253906
	Iteration 14Q: 3 clusters Score -2186078 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2186303.500000 Penalty: 4973.253906
	Iteration 15Q: 3 clusters Score -2186304 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2186434.750000 Penalty: 4973.253906
	Iteration 16Q: 3 clusters Score -2186435 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2186534.000000 Penalty: 4973.253906
	Iteration 17Q: 3 clusters Score -2186534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2186606.750000 Penalty: 4973.253906
	Iteration 18Q: 3 clusters Score -2186607 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2186671.000000 Penalty: 4973.253906
	Iteration 19Q: 3 clusters Score -2186671 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2186732.250000 Penalty: 4973.253906
	Iteration 20F: 3 clusters Score -2186732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2186784.250000 Penalty: 4973.253906
	Iteration 21Q: 3 clusters Score -2186784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2186833.500000 Penalty: 4973.253906
	Iteration 22Q: 3 clusters Score -2186834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2186879.750000 Penalty: 4973.253906
	Iteration 23Q: 3 clusters Score -2186880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2186936.500000 Penalty: 4973.253906
	Iteration 24Q: 3 clusters Score -2186936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2186983.250000 Penalty: 4973.253906
	Iteration 25Q: 3 clusters Score -2186983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2187013.750000 Penalty: 4973.253906
	Iteration 26Q: 3 clusters Score -2187014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2187025.750000 Penalty: 4973.253906
	Iteration 27Q: 3 clusters Score -2187026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2187034.750000 Penalty: 4973.253906
	Iteration 28Q: 3 clusters Score -2187035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2187039.250000 Penalty: 4973.253906
	Iteration 29Q: 3 clusters Score -2187039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2187049.500000 Penalty: 4973.253906
	Iteration 30Q: 3 clusters Score -2187050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2187052.750000 Penalty: 4973.253906
	Iteration 31Q: 3 clusters Score -2187053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2187055.500000 Penalty: 4973.253906
	Iteration 32Q: 3 clusters Score -2187056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2187052.500000 Penalty: 4973.253906
	Iteration 33Q: 3 clusters Score -2187052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2187067.750000 Penalty: 4973.253906
	Iteration 34Q: 3 clusters Score -2187068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2187067.250000 Penalty: 4973.253906
	Iteration 35Q: 3 clusters Score -2187067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2187067.500000 Penalty: 4973.253906
	Iteration 36Q: 3 clusters Score -2187068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2187070.000000 Penalty: 4973.253906
	Iteration 37Q: 3 clusters Score -2187070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2187078.000000 Penalty: 4973.253906
	Iteration 38Q: 3 clusters Score -2187078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2187079.000000 Penalty: 4973.253906
	Iteration 39Q: 3 clusters Score -2187079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2187079.750000 Penalty: 4973.253906
	Iteration 40F: 3 clusters Score -2187080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2187077.500000 Penalty: 4973.253906
	Iteration 41Q: 3 clusters Score -2187078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2187084.000000 Penalty: 4973.253906
	Iteration 42Q: 3 clusters Score -2187084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2187077.500000 Penalty: 4973.253906
	Iteration 43Q: 3 clusters Score -2187078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2187083.500000 Penalty: 4973.253906
	Iteration 44Q: 3 clusters Score -2187084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2187080.750000 Penalty: 4973.253906
	Iteration 45Q: 3 clusters Score -2187081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2187084.250000 Penalty: 4973.253906
	Iteration 46Q: 3 clusters Score -2187084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2187081.500000 Penalty: 4973.253906
	Iteration 47Q: 3 clusters Score -2187082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2187084.750000 Penalty: 4973.253906
	Iteration 48Q: 3 clusters Score -2187085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2187082.500000 Penalty: 4973.253906
	Iteration 49Q: 3 clusters Score -2187082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2187080.750000 Penalty: 4973.253906
	Iteration 50Q: 3 clusters Score -2187081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2187080.750000 Penalty: 4973.253906
	Iteration 51F: 3 clusters Score -2187081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -159810.484375 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -159810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157317.078125 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -157317.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -157749.296875 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -157749.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157899.531250 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -157899.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157986.890625 Penalty: 3702.965088
	Iteration 3Q: 3 clusters Score -157986.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -158070.125000 Penalty: 3702.965088
	Iteration 4Q: 3 clusters Score -158070.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158154.093750 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -158154.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158224.453125 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -158224.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -158286.593750 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -158286.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -158346.843750 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -158346.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158402.328125 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -158402.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158464.734375 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -158464.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158565.375000 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -158565.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -158716.828125 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -158716.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158935.390625 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -158935.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159193.468750 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -159193.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159430.000000 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -159430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159652.578125 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -159652.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -159955.281250 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -159955.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160270.984375 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -160271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -160301.218750 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -160301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160308.437500 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -160308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160309.828125 Penalty: 3702.965088
	Iteration 21Q: 3 clusters Score -160309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160309.828125 Penalty: 3702.965088
	Iteration 22F: 3 clusters Score -160309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 115810 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15791 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6446 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10360 members 
Mstep: Class 47 contains 4266 members 
Mstep: Class 48 contains 55603 members 
Mstep: Class 49 contains 22623 members 
Mstep: Class 50 contains 886 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4519 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6183 members 
Mstep: Class 59 contains 8724 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 861 members 
Entering Unmasked Estep 
Score: -84136496.000000 Penalty: 207598.437500
Splitting cluster 50 changes total score from -84137456.000000 to -84136496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -109213.867188 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -109213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107129.093750 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -107129.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107459.187500 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -107459.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107569.117188 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -107569.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -107641.781250 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -107641.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -107709.554688 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -107709.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107744.796875 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -107744.8 nChanged 17
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: -107762.601562 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -107762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -107777.750000 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -107777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -107794.828125 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -107794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -107814.414062 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -107814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -107832.015625 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -107832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -107837.781250 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -107837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -107839.781250 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -107839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -107841.679688 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -107841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -107842.890625 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -107842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107843.453125 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -107843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107843.453125 Penalty: 3499.007080
	Iteration 16F: 3 clusters Score -107843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Entering Unmasked Estep 
Score: -338401.437500 Penalty: 2087.179443
	Iteration 0F: 2 clusters Score -338401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -334295.312500 Penalty: 4174.358887
	Iteration 0F: 3 clusters Score -334295.3 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -335810.468750 Penalty: 4174.358887
	Iteration 1F: 3 clusters Score -335810.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -336379.875000 Penalty: 4174.358887
	Iteration 2F: 3 clusters Score -336379.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -336789.156250 Penalty: 4174.358887
	Iteration 3F: 3 clusters Score -336789.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -337056.093750 Penalty: 4174.358887
	Iteration 4F: 3 clusters Score -337056.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -337198.593750 Penalty: 4174.358887
	Iteration 5Q: 3 clusters Score -337198.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -337289.718750 Penalty: 4174.358887
	Iteration 6Q: 3 clusters Score -337289.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -337387.843750 Penalty: 4174.358887
	Iteration 7Q: 3 clusters Score -337387.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -337482.781250 Penalty: 4174.358887
	Iteration 8Q: 3 clusters Score -337482.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -337554.218750 Penalty: 4174.358887
	Iteration 9Q: 3 clusters Score -337554.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -337614.281250 Penalty: 4174.358887
	Iteration 10Q: 3 clusters Score -337614.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -337661.187500 Penalty: 4174.358887
	Iteration 11Q: 3 clusters Score -337661.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -337698.937500 Penalty: 4174.358887
	Iteration 12Q: 3 clusters Score -337698.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -337734.281250 Penalty: 4174.358887
	Iteration 13Q: 3 clusters Score -337734.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -337764.500000 Penalty: 4174.358887
	Iteration 14Q: 3 clusters Score -337764.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -337793.656250 Penalty: 4174.358887
	Iteration 15Q: 3 clusters Score -337793.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -337815.750000 Penalty: 4174.358887
	Iteration 16Q: 3 clusters Score -337815.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -337834.656250 Penalty: 4174.358887
	Iteration 17Q: 3 clusters Score -337834.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -337843.750000 Penalty: 4174.358887
	Iteration 18Q: 3 clusters Score -337843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -337851.343750 Penalty: 4174.358887
	Iteration 19Q: 3 clusters Score -337851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -337855.031250 Penalty: 4174.358887
	Iteration 20F: 3 clusters Score -337855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -337860.218750 Penalty: 4174.358887
	Iteration 21Q: 3 clusters Score -337860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -337866.843750 Penalty: 4174.358887
	Iteration 22Q: 3 clusters Score -337866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -337874.312500 Penalty: 4174.358887
	Iteration 23Q: 3 clusters Score -337874.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -337879.031250 Penalty: 4174.358887
	Iteration 24Q: 3 clusters Score -337879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -337881.875000 Penalty: 4174.358887
	Iteration 25Q: 3 clusters Score -337881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -337885.968750 Penalty: 4174.358887
	Iteration 26Q: 3 clusters Score -337886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -337895.281250 Penalty: 4174.358887
	Iteration 27Q: 3 clusters Score -337895.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -337901.843750 Penalty: 4174.358887
	Iteration 28Q: 3 clusters Score -337901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -337908.937500 Penalty: 4174.358887
	Iteration 29Q: 3 clusters Score -337908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -337913.750000 Penalty: 4174.358887
	Iteration 30Q: 3 clusters Score -337913.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -337919.031250 Penalty: 4174.358887
	Iteration 31Q: 3 clusters Score -337919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -337930.875000 Penalty: 4174.358887
	Iteration 32Q: 3 clusters Score -337930.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -337945.750000 Penalty: 4174.358887
	Iteration 33Q: 3 clusters Score -337945.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -337959.718750 Penalty: 4174.358887
	Iteration 34Q: 3 clusters Score -337959.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -337980.312500 Penalty: 4174.358887
	Iteration 35Q: 3 clusters Score -337980.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -338002.718750 Penalty: 4174.358887
	Iteration 36Q: 3 clusters Score -338002.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -338033.093750 Penalty: 4174.358887
	Iteration 37Q: 3 clusters Score -338033.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -338072.531250 Penalty: 4174.358887
	Iteration 38Q: 3 clusters Score -338072.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -338089.250000 Penalty: 4174.358887
	Iteration 39Q: 3 clusters Score -338089.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -338104.968750 Penalty: 4174.358887
	Iteration 40F: 3 clusters Score -338105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -338114.625000 Penalty: 4174.358887
	Iteration 41Q: 3 clusters Score -338114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -338117.906250 Penalty: 4174.358887
	Iteration 42Q: 3 clusters Score -338117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -338121.000000 Penalty: 4174.358887
	Iteration 43Q: 3 clusters Score -338121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -338122.718750 Penalty: 4174.358887
	Iteration 44Q: 3 clusters Score -338122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -338124.562500 Penalty: 4174.358887
	Iteration 45Q: 3 clusters Score -338124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -338125.562500 Penalty: 4174.358887
	Iteration 46Q: 3 clusters Score -338125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -338125.687500 Penalty: 4174.358887
	Iteration 47Q: 3 clusters Score -338125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -338126.187500 Penalty: 4174.358887
	Iteration 48Q: 3 clusters Score -338126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -338126.656250 Penalty: 4174.358887
	Iteration 49Q: 3 clusters Score -338126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -338126.781250 Penalty: 4174.358887
	Iteration 50Q: 3 clusters Score -338126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -338128.031250 Penalty: 4174.358887
	Iteration 51Q: 3 clusters Score -338128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -338129.281250 Penalty: 4174.358887
	Iteration 52Q: 3 clusters Score -338129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -338129.687500 Penalty: 4174.358887
	Iteration 53Q: 3 clusters Score -338129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -338131.875000 Penalty: 4174.358887
	Iteration 54Q: 3 clusters Score -338131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -338132.156250 Penalty: 4174.358887
	Iteration 55Q: 3 clusters Score -338132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -338132.468750 Penalty: 4174.358887
	Iteration 56Q: 3 clusters Score -338132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -338133.937500 Penalty: 4174.358887
	Iteration 57Q: 3 clusters Score -338133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -338134.750000 Penalty: 4174.358887
	Iteration 58Q: 3 clusters Score -338134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -338134.343750 Penalty: 4174.358887
	Iteration 59Q: 3 clusters Score -338134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -338135.156250 Penalty: 4174.358887
	Iteration 60F: 3 clusters Score -338135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -338137.281250 Penalty: 4174.358887
	Iteration 61Q: 3 clusters Score -338137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -338138.875000 Penalty: 4174.358887
	Iteration 62Q: 3 clusters Score -338138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -338138.750000 Penalty: 4174.358887
	Iteration 63Q: 3 clusters Score -338138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -338138.781250 Penalty: 4174.358887
	Iteration 64Q: 3 clusters Score -338138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -338138.781250 Penalty: 4174.358887
	Iteration 65F: 3 clusters Score -338138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -217512.218750 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -217512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -214645.656250 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -214645.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -215227.187500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -215227.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215415.250000 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -215415.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215521.437500 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -215521.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215572.296875 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -215572.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -215609.953125 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -215610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -215644.859375 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -215644.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215670.328125 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -215670.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215696.343750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -215696.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215716.406250 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -215716.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215732.406250 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -215732.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215743.765625 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -215743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215750.281250 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -215750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -215757.703125 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -215757.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -215767.140625 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -215767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215775.968750 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -215776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -215783.500000 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -215783.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -215789.859375 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -215789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215796.328125 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -215796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215799.515625 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -215799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215803.546875 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -215803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215806.562500 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -215806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -215807.171875 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -215807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -215807.609375 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -215807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215808.000000 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -215808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215808.812500 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -215808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -215810.781250 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -215810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -215813.500000 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -215813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215814.875000 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -215814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215814.984375 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -215815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -215815.796875 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -215815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -215815.796875 Penalty: 3846.435547
	Iteration 31F: 3 clusters Score -215815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -261648.875000 Penalty: 1965.797363
	Iteration 0F: 2 clusters Score -261648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -258506.484375 Penalty: 3931.594727
	Iteration 0F: 3 clusters Score -258506.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -259116.531250 Penalty: 3931.594727
	Iteration 1F: 3 clusters Score -259116.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -259279.906250 Penalty: 3931.594727
	Iteration 2F: 3 clusters Score -259279.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -259410.921875 Penalty: 3931.594727
	Iteration 3Q: 3 clusters Score -259410.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -259532.609375 Penalty: 3931.594727
	Iteration 4Q: 3 clusters Score -259532.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259620.265625 Penalty: 3931.594727
	Iteration 5Q: 3 clusters Score -259620.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -259681.890625 Penalty: 3931.594727
	Iteration 6Q: 3 clusters Score -259681.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -259734.703125 Penalty: 3931.594727
	Iteration 7Q: 3 clusters Score -259734.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -259775.343750 Penalty: 3931.594727
	Iteration 8Q: 3 clusters Score -259775.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -259816.812500 Penalty: 3931.594727
	Iteration 9Q: 3 clusters Score -259816.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259865.062500 Penalty: 3931.594727
	Iteration 10Q: 3 clusters Score -259865.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259905.375000 Penalty: 3931.594727
	Iteration 11Q: 3 clusters Score -259905.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -259940.687500 Penalty: 3931.594727
	Iteration 12Q: 3 clusters Score -259940.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -259965.265625 Penalty: 3931.594727
	Iteration 13Q: 3 clusters Score -259965.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -259986.968750 Penalty: 3931.594727
	Iteration 14Q: 3 clusters Score -259987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -260007.312500 Penalty: 3931.594727
	Iteration 15Q: 3 clusters Score -260007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -260020.656250 Penalty: 3931.594727
	Iteration 16Q: 3 clusters Score -260020.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -260034.640625 Penalty: 3931.594727
	Iteration 17Q: 3 clusters Score -260034.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -260044.937500 Penalty: 3931.594727
	Iteration 18Q: 3 clusters Score -260044.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260060.515625 Penalty: 3931.594727
	Iteration 19Q: 3 clusters Score -260060.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -260073.062500 Penalty: 3931.594727
	Iteration 20F: 3 clusters Score -260073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -260085.890625 Penalty: 3931.594727
	Iteration 21Q: 3 clusters Score -260085.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -260100.140625 Penalty: 3931.594727
	Iteration 22Q: 3 clusters Score -260100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260111.156250 Penalty: 3931.594727
	Iteration 23Q: 3 clusters Score -260111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260119.843750 Penalty: 3931.594727
	Iteration 24Q: 3 clusters Score -260119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260123.093750 Penalty: 3931.594727
	Iteration 25Q: 3 clusters Score -260123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260126.640625 Penalty: 3931.594727
	Iteration 26Q: 3 clusters Score -260126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -260128.687500 Penalty: 3931.594727
	Iteration 27Q: 3 clusters Score -260128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -260130.406250 Penalty: 3931.594727
	Iteration 28Q: 3 clusters Score -260130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260133.984375 Penalty: 3931.594727
	Iteration 29Q: 3 clusters Score -260134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260136.281250 Penalty: 3931.594727
	Iteration 30Q: 3 clusters Score -260136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260137.453125 Penalty: 3931.594727
	Iteration 31Q: 3 clusters Score -260137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -260138.062500 Penalty: 3931.594727
	Iteration 32Q: 3 clusters Score -260138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -260138.062500 Penalty: 3931.594727
	Iteration 33F: 3 clusters Score -260138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1436494.375000 Penalty: 2376.089844
	Iteration 0F: 2 clusters Score -1436494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1426003.125000 Penalty: 4752.179688
	Iteration 0F: 3 clusters Score -1426003 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1429377.125000 Penalty: 4752.179688
	Iteration 1F: 3 clusters Score -1429377 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1429798.000000 Penalty: 4752.179688
	Iteration 2F: 3 clusters Score -1429798 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1430144.625000 Penalty: 4752.179688
	Iteration 3F: 3 clusters Score -1430145 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1430458.500000 Penalty: 4752.179688
	Iteration 4Q: 3 clusters Score -1430458 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1430816.000000 Penalty: 4752.179688
	Iteration 5Q: 3 clusters Score -1430816 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1431181.875000 Penalty: 4752.179688
	Iteration 6Q: 3 clusters Score -1431182 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1431604.375000 Penalty: 4752.179688
	Iteration 7Q: 3 clusters Score -1431604 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1432036.750000 Penalty: 4752.179688
	Iteration 8Q: 3 clusters Score -1432037 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1432477.500000 Penalty: 4752.179688
	Iteration 9Q: 3 clusters Score -1432478 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1432872.750000 Penalty: 4752.179688
	Iteration 10Q: 3 clusters Score -1432873 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1433296.500000 Penalty: 4752.179688
	Iteration 11Q: 3 clusters Score -1433296 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1433754.250000 Penalty: 4752.179688
	Iteration 12Q: 3 clusters Score -1433754 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1434141.875000 Penalty: 4752.179688
	Iteration 13Q: 3 clusters Score -1434142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1434385.375000 Penalty: 4752.179688
	Iteration 14Q: 3 clusters Score -1434385 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1434521.625000 Penalty: 4752.179688
	Iteration 15Q: 3 clusters Score -1434522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1434596.000000 Penalty: 4752.179688
	Iteration 16Q: 3 clusters Score -1434596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1434670.500000 Penalty: 4752.179688
	Iteration 17Q: 3 clusters Score -1434670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1434707.750000 Penalty: 4752.179688
	Iteration 18Q: 3 clusters Score -1434708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1434743.250000 Penalty: 4752.179688
	Iteration 19Q: 3 clusters Score -1434743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1434762.125000 Penalty: 4752.179688
	Iteration 20F: 3 clusters Score -1434762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1434775.000000 Penalty: 4752.179688
	Iteration 21Q: 3 clusters Score -1434775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1434782.500000 Penalty: 4752.179688
	Iteration 22Q: 3 clusters Score -1434782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1434788.375000 Penalty: 4752.179688
	Iteration 23Q: 3 clusters Score -1434788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1434794.625000 Penalty: 4752.179688
	Iteration 24Q: 3 clusters Score -1434795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1434798.375000 Penalty: 4752.179688
	Iteration 25Q: 3 clusters Score -1434798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1434801.750000 Penalty: 4752.179688
	Iteration 26Q: 3 clusters Score -1434802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1434807.125000 Penalty: 4752.179688
	Iteration 27Q: 3 clusters Score -1434807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1434812.625000 Penalty: 4752.179688
	Iteration 28Q: 3 clusters Score -1434813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1434810.750000 Penalty: 4752.179688
	Iteration 29Q: 3 clusters Score -1434811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1434811.625000 Penalty: 4752.179688
	Iteration 30Q: 3 clusters Score -1434812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1434811.750000 Penalty: 4752.179688
	Iteration 31Q: 3 clusters Score -1434812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1434812.625000 Penalty: 4752.179688
	Iteration 32Q: 3 clusters Score -1434813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1434812.625000 Penalty: 4752.179688
	Iteration 33F: 3 clusters Score -1434813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -38342.593750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -38342.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36896.265625 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -36896.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37155.691406 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -37155.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37333.910156 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -37333.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37551.917969 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -37551.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37662.558594 Penalty: 3049.640381
	Iteration 4F: 3 clusters Score -37662.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37705.710938 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -37705.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37757.226562 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -37757.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37762.992188 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -37762.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37777.960938 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -37777.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37792.773438 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -37792.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37797.015625 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -37797.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37798.695312 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -37798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37826.925781 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -37826.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37861.902344 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -37861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37870.671875 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -37870.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37874.035156 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -37874.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37876.609375 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -37876.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37876.609375 Penalty: 3049.640381
	Iteration 17F: 3 clusters Score -37876.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -374850.968750 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -374851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -371075.687500 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -371075.7 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -371838.125000 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -371838.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -372001.281250 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -372001.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -372118.156250 Penalty: 4092.307373
	Iteration 3Q: 3 clusters Score -372118.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -372191.500000 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -372191.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372237.468750 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -372237.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -372280.375000 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -372280.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -372320.375000 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -372320.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372352.250000 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -372352.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -372378.312500 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -372378.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372402.156250 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -372402.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -372420.750000 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -372420.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -372441.875000 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -372441.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -372457.656250 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -372457.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -372471.093750 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -372471.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -372484.093750 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -372484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -372490.968750 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -372491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -372498.250000 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -372498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -372500.468750 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -372500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -372504.437500 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -372504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -372506.875000 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -372506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -372510.843750 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -372510.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -372516.937500 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -372516.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -372524.406250 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -372524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -372527.937500 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -372527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -372529.281250 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -372529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -372531.250000 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -372531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -372533.125000 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -372533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -372533.375000 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -372533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -372534.968750 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -372535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -372536.250000 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -372536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -372536.000000 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -372536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -372538.343750 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -372538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -372537.906250 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -372537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -372538.875000 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -372538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -372538.875000 Penalty: 4092.307373
	Iteration 35F: 3 clusters Score -372538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -568717.062500 Penalty: 2164.930664
	Iteration 0F: 2 clusters Score -568717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -563490.687500 Penalty: 4329.861328
	Iteration 0F: 3 clusters Score -563490.7 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -564844.062500 Penalty: 4329.861328
	Iteration 1F: 3 clusters Score -564844.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -565080.000000 Penalty: 4329.861328
	Iteration 2F: 3 clusters Score -565080 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -565280.625000 Penalty: 4329.861328
	Iteration 3F: 3 clusters Score -565280.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -565495.875000 Penalty: 4329.861328
	Iteration 4Q: 3 clusters Score -565495.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -565721.625000 Penalty: 4329.861328
	Iteration 5Q: 3 clusters Score -565721.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -565957.625000 Penalty: 4329.861328
	Iteration 6Q: 3 clusters Score -565957.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -566149.250000 Penalty: 4329.861328
	Iteration 7Q: 3 clusters Score -566149.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -566302.250000 Penalty: 4329.861328
	Iteration 8Q: 3 clusters Score -566302.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -566452.375000 Penalty: 4329.861328
	Iteration 9Q: 3 clusters Score -566452.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -566566.375000 Penalty: 4329.861328
	Iteration 10Q: 3 clusters Score -566566.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -566662.500000 Penalty: 4329.861328
	Iteration 11Q: 3 clusters Score -566662.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -566726.625000 Penalty: 4329.861328
	Iteration 12Q: 3 clusters Score -566726.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -566773.937500 Penalty: 4329.861328
	Iteration 13Q: 3 clusters Score -566773.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -566818.687500 Penalty: 4329.861328
	Iteration 14Q: 3 clusters Score -566818.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -566858.437500 Penalty: 4329.861328
	Iteration 15Q: 3 clusters Score -566858.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -566884.562500 Penalty: 4329.861328
	Iteration 16Q: 3 clusters Score -566884.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -566905.187500 Penalty: 4329.861328
	Iteration 17Q: 3 clusters Score -566905.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -566918.500000 Penalty: 4329.861328
	Iteration 18Q: 3 clusters Score -566918.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -566935.875000 Penalty: 4329.861328
	Iteration 19Q: 3 clusters Score -566935.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -566945.375000 Penalty: 4329.861328
	Iteration 20F: 3 clusters Score -566945.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -566952.687500 Penalty: 4329.861328
	Iteration 21Q: 3 clusters Score -566952.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -566957.000000 Penalty: 4329.861328
	Iteration 22Q: 3 clusters Score -566957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -566964.437500 Penalty: 4329.861328
	Iteration 23Q: 3 clusters Score -566964.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -566968.125000 Penalty: 4329.861328
	Iteration 24Q: 3 clusters Score -566968.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -566971.937500 Penalty: 4329.861328
	Iteration 25Q: 3 clusters Score -566971.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -566980.437500 Penalty: 4329.861328
	Iteration 26Q: 3 clusters Score -566980.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -566987.687500 Penalty: 4329.861328
	Iteration 27Q: 3 clusters Score -566987.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -566996.187500 Penalty: 4329.861328
	Iteration 28Q: 3 clusters Score -566996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -567000.000000 Penalty: 4329.861328
	Iteration 29Q: 3 clusters Score -567000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -567006.812500 Penalty: 4329.861328
	Iteration 30Q: 3 clusters Score -567006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -567010.937500 Penalty: 4329.861328
	Iteration 31Q: 3 clusters Score -567010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -567012.750000 Penalty: 4329.861328
	Iteration 32Q: 3 clusters Score -567012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -567015.812500 Penalty: 4329.861328
	Iteration 33Q: 3 clusters Score -567015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -567017.562500 Penalty: 4329.861328
	Iteration 34Q: 3 clusters Score -567017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -567020.500000 Penalty: 4329.861328
	Iteration 35Q: 3 clusters Score -567020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -567020.687500 Penalty: 4329.861328
	Iteration 36Q: 3 clusters Score -567020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -567021.562500 Penalty: 4329.861328
	Iteration 37Q: 3 clusters Score -567021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -567021.312500 Penalty: 4329.861328
	Iteration 38Q: 3 clusters Score -567021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -567021.312500 Penalty: 4329.861328
	Iteration 39F: 3 clusters Score -567021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Entering Unmasked Estep 
Score: -880304.125000 Penalty: 2250.310791
	Iteration 0F: 2 clusters Score -880304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -873412.937500 Penalty: 4500.621582
	Iteration 0F: 3 clusters Score -873412.9 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -875318.937500 Penalty: 4500.621582
	Iteration 1F: 3 clusters Score -875318.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -875612.437500 Penalty: 4500.621582
	Iteration 2F: 3 clusters Score -875612.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -875806.312500 Penalty: 4500.621582
	Iteration 3Q: 3 clusters Score -875806.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -875941.375000 Penalty: 4500.621582
	Iteration 4Q: 3 clusters Score -875941.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -876071.750000 Penalty: 4500.621582
	Iteration 5Q: 3 clusters Score -876071.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -876210.125000 Penalty: 4500.621582
	Iteration 6Q: 3 clusters Score -876210.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -876343.937500 Penalty: 4500.621582
	Iteration 7Q: 3 clusters Score -876343.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -876483.375000 Penalty: 4500.621582
	Iteration 8Q: 3 clusters Score -876483.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -876656.062500 Penalty: 4500.621582
	Iteration 9Q: 3 clusters Score -876656.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -876869.812500 Penalty: 4500.621582
	Iteration 10Q: 3 clusters Score -876869.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -877106.375000 Penalty: 4500.621582
	Iteration 11Q: 3 clusters Score -877106.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -877355.625000 Penalty: 4500.621582
	Iteration 12Q: 3 clusters Score -877355.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -877602.437500 Penalty: 4500.621582
	Iteration 13Q: 3 clusters Score -877602.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -877800.562500 Penalty: 4500.621582
	Iteration 14Q: 3 clusters Score -877800.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -877942.375000 Penalty: 4500.621582
	Iteration 15Q: 3 clusters Score -877942.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -878052.250000 Penalty: 4500.621582
	Iteration 16Q: 3 clusters Score -878052.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -878120.000000 Penalty: 4500.621582
	Iteration 17Q: 3 clusters Score -878120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -878163.875000 Penalty: 4500.621582
	Iteration 18Q: 3 clusters Score -878163.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -878202.625000 Penalty: 4500.621582
	Iteration 19Q: 3 clusters Score -878202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -878225.187500 Penalty: 4500.621582
	Iteration 20F: 3 clusters Score -878225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -878241.750000 Penalty: 4500.621582
	Iteration 21Q: 3 clusters Score -878241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -878251.375000 Penalty: 4500.621582
	Iteration 22Q: 3 clusters Score -878251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -878262.687500 Penalty: 4500.621582
	Iteration 23Q: 3 clusters Score -878262.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -878275.375000 Penalty: 4500.621582
	Iteration 24Q: 3 clusters Score -878275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -878288.937500 Penalty: 4500.621582
	Iteration 25Q: 3 clusters Score -878288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -878301.187500 Penalty: 4500.621582
	Iteration 26Q: 3 clusters Score -878301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -878306.000000 Penalty: 4500.621582
	Iteration 27Q: 3 clusters Score -878306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -878308.375000 Penalty: 4500.621582
	Iteration 28Q: 3 clusters Score -878308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -878311.312500 Penalty: 4500.621582
	Iteration 29Q: 3 clusters Score -878311.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -878318.000000 Penalty: 4500.621582
	Iteration 30Q: 3 clusters Score -878318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -878319.312500 Penalty: 4500.621582
	Iteration 31Q: 3 clusters Score -878319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -878319.312500 Penalty: 4500.621582
	Iteration 32F: 3 clusters Score -878319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -701052.875000 Penalty: 2199.854736
	Iteration 0F: 2 clusters Score -701052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -695243.562500 Penalty: 4399.709473
	Iteration 0F: 3 clusters Score -695243.6 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -696713.000000 Penalty: 4399.709473
	Iteration 1F: 3 clusters Score -696713 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -696948.937500 Penalty: 4399.709473
	Iteration 2F: 3 clusters Score -696948.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -697106.375000 Penalty: 4399.709473
	Iteration 3Q: 3 clusters Score -697106.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -697205.062500 Penalty: 4399.709473
	Iteration 4Q: 3 clusters Score -697205.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -697279.500000 Penalty: 4399.709473
	Iteration 5Q: 3 clusters Score -697279.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -697336.375000 Penalty: 4399.709473
	Iteration 6Q: 3 clusters Score -697336.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -697370.312500 Penalty: 4399.709473
	Iteration 7Q: 3 clusters Score -697370.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -697402.312500 Penalty: 4399.709473
	Iteration 8Q: 3 clusters Score -697402.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -697430.250000 Penalty: 4399.709473
	Iteration 9Q: 3 clusters Score -697430.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -697449.750000 Penalty: 4399.709473
	Iteration 10Q: 3 clusters Score -697449.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -697468.125000 Penalty: 4399.709473
	Iteration 11Q: 3 clusters Score -697468.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -697481.750000 Penalty: 4399.709473
	Iteration 12Q: 3 clusters Score -697481.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -697498.437500 Penalty: 4399.709473
	Iteration 13Q: 3 clusters Score -697498.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -697515.750000 Penalty: 4399.709473
	Iteration 14Q: 3 clusters Score -697515.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -697525.875000 Penalty: 4399.709473
	Iteration 15Q: 3 clusters Score -697525.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -697532.437500 Penalty: 4399.709473
	Iteration 16Q: 3 clusters Score -697532.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -697543.687500 Penalty: 4399.709473
	Iteration 17Q: 3 clusters Score -697543.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -697550.875000 Penalty: 4399.709473
	Iteration 18Q: 3 clusters Score -697550.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -697554.000000 Penalty: 4399.709473
	Iteration 19Q: 3 clusters Score -697554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -697560.937500 Penalty: 4399.709473
	Iteration 20F: 3 clusters Score -697560.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -697567.250000 Penalty: 4399.709473
	Iteration 21Q: 3 clusters Score -697567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -697571.812500 Penalty: 4399.709473
	Iteration 22Q: 3 clusters Score -697571.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -697573.312500 Penalty: 4399.709473
	Iteration 23Q: 3 clusters Score -697573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -697578.000000 Penalty: 4399.709473
	Iteration 24Q: 3 clusters Score -697578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -697582.625000 Penalty: 4399.709473
	Iteration 25Q: 3 clusters Score -697582.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -697587.062500 Penalty: 4399.709473
	Iteration 26Q: 3 clusters Score -697587.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -697590.000000 Penalty: 4399.709473
	Iteration 27Q: 3 clusters Score -697590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -697591.750000 Penalty: 4399.709473
	Iteration 28Q: 3 clusters Score -697591.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -697595.812500 Penalty: 4399.709473
	Iteration 29Q: 3 clusters Score -697595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -697595.937500 Penalty: 4399.709473
	Iteration 30Q: 3 clusters Score -697595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -697596.937500 Penalty: 4399.709473
	Iteration 31Q: 3 clusters Score -697596.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -697599.187500 Penalty: 4399.709473
	Iteration 32Q: 3 clusters Score -697599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -697601.250000 Penalty: 4399.709473
	Iteration 33Q: 3 clusters Score -697601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -697601.437500 Penalty: 4399.709473
	Iteration 34Q: 3 clusters Score -697601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -697603.187500 Penalty: 4399.709473
	Iteration 35Q: 3 clusters Score -697603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -697603.250000 Penalty: 4399.709473
	Iteration 36Q: 3 clusters Score -697603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -697604.562500 Penalty: 4399.709473
	Iteration 37Q: 3 clusters Score -697604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -697604.687500 Penalty: 4399.709473
	Iteration 38Q: 3 clusters Score -697604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -697605.437500 Penalty: 4399.709473
	Iteration 39Q: 3 clusters Score -697605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -697605.500000 Penalty: 4399.709473
	Iteration 40F: 3 clusters Score -697605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -697605.875000 Penalty: 4399.709473
	Iteration 41Q: 3 clusters Score -697605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -697606.562500 Penalty: 4399.709473
	Iteration 42Q: 3 clusters Score -697606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -697606.812500 Penalty: 4399.709473
	Iteration 43Q: 3 clusters Score -697606.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -697608.687500 Penalty: 4399.709473
	Iteration 44Q: 3 clusters Score -697608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -697610.250000 Penalty: 4399.709473
	Iteration 45Q: 3 clusters Score -697610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -697610.812500 Penalty: 4399.709473
	Iteration 46Q: 3 clusters Score -697610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -697610.187500 Penalty: 4399.709473
	Iteration 47Q: 3 clusters Score -697610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -697612.750000 Penalty: 4399.709473
	Iteration 48Q: 3 clusters Score -697612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -697614.500000 Penalty: 4399.709473
	Iteration 49Q: 3 clusters Score -697614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -697617.500000 Penalty: 4399.709473
	Iteration 50Q: 3 clusters Score -697617.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -697621.125000 Penalty: 4399.709473
	Iteration 51Q: 3 clusters Score -697621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -697624.062500 Penalty: 4399.709473
	Iteration 52Q: 3 clusters Score -697624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -697625.375000 Penalty: 4399.709473
	Iteration 53Q: 3 clusters Score -697625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -697626.687500 Penalty: 4399.709473
	Iteration 54Q: 3 clusters Score -697626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -697626.687500 Penalty: 4399.709473
	Iteration 55Q: 3 clusters Score -697626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -697627.625000 Penalty: 4399.709473
	Iteration 56Q: 3 clusters Score -697627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -697626.000000 Penalty: 4399.709473
	Iteration 57Q: 3 clusters Score -697626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -697626.562500 Penalty: 4399.709473
	Iteration 58Q: 3 clusters Score -697626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -697627.687500 Penalty: 4399.709473
	Iteration 59Q: 3 clusters Score -697627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -697627.687500 Penalty: 4399.709473
	Iteration 60F: 3 clusters Score -697627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75113 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 115810 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 3642 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37031 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15791 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6446 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5270 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10360 members 
Mstep: Class 47 contains 4266 members 
Mstep: Class 48 contains 55603 members 
Mstep: Class 49 contains 22623 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4519 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6183 members 
Mstep: Class 59 contains 8724 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137504.000000 Penalty: 204195.187500
Iteration 199Q: 61 clusters Score -8.41375e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75112 members 
Mstep: Class 6 contains 10570 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 10162 members 
Mstep: Class 11 contains 115813 members 
Mstep: Class 12 contains 7023 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 16 contains 99641 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84705 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 3641 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37022 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 15790 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 21550 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6451 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10362 members 
Mstep: Class 47 contains 4267 members 
Mstep: Class 48 contains 55597 members 
Mstep: Class 49 contains 22619 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4518 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14492 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3827 members 
Mstep: Class 58 contains 6182 members 
Mstep: Class 59 contains 8725 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137632.000000 Penalty: 204195.187500
Iteration 200F: 61 clusters Score -8.413763e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75112 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 10169 members 
Mstep: Class 11 contains 115814 members 
Mstep: Class 12 contains 7019 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 11790 members 
Mstep: Class 16 contains 99636 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84704 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37010 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15823 members 
Mstep: Class 34 contains 10844 members 
Mstep: Class 35 contains 15790 members 
Mstep: Class 36 contains 5562 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21556 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6452 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10363 members 
Mstep: Class 47 contains 4269 members 
Mstep: Class 48 contains 55601 members 
Mstep: Class 49 contains 22617 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4516 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14493 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6181 members 
Mstep: Class 59 contains 8726 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137768.000000 Penalty: 204195.187500
Iteration 201Q: 61 clusters Score -8.413777e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75111 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 10171 members 
Mstep: Class 11 contains 115816 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 99634 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 3644 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 37000 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10844 members 
Mstep: Class 35 contains 15781 members 
Mstep: Class 36 contains 5564 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21557 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6455 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10366 members 
Mstep: Class 47 contains 4272 members 
Mstep: Class 48 contains 55599 members 
Mstep: Class 49 contains 22616 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4513 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3826 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8729 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137808.000000 Penalty: 204195.187500
Iteration 202Q: 61 clusters Score -8.413781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75109 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 115817 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 99627 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84705 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6228 members 
Mstep: Class 29 contains 3644 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36993 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15769 members 
Mstep: Class 36 contains 5567 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21559 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6458 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10369 members 
Mstep: Class 47 contains 4274 members 
Mstep: Class 48 contains 55596 members 
Mstep: Class 49 contains 22616 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4511 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14493 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3828 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8738 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 203Q: 61 clusters Score -8.413783e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75107 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11789 members 
Mstep: Class 16 contains 99630 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 3645 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36979 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15757 members 
Mstep: Class 36 contains 5567 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 21562 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6460 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10369 members 
Mstep: Class 47 contains 4275 members 
Mstep: Class 48 contains 55594 members 
Mstep: Class 49 contains 22614 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4509 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3827 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8743 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137768.000000 Penalty: 204195.187500
Iteration 204Q: 61 clusters Score -8.413777e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75106 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 115818 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 99634 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36973 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15752 members 
Mstep: Class 36 contains 5567 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 21559 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6466 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10364 members 
Mstep: Class 47 contains 4276 members 
Mstep: Class 48 contains 55591 members 
Mstep: Class 49 contains 22614 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4509 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3828 members 
Mstep: Class 58 contains 6179 members 
Mstep: Class 59 contains 8750 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137672.000000 Penalty: 204195.187500
Iteration 205Q: 61 clusters Score -8.413767e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75106 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 10186 members 
Mstep: Class 11 contains 115817 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 99639 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6219 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36965 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15823 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15740 members 
Mstep: Class 36 contains 5568 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 21566 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6471 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10366 members 
Mstep: Class 47 contains 4276 members 
Mstep: Class 48 contains 55591 members 
Mstep: Class 49 contains 22614 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4508 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14493 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3830 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8751 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137720.000000 Penalty: 204195.187500
Iteration 206Q: 61 clusters Score -8.413772e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75106 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 10188 members 
Mstep: Class 11 contains 115817 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 99641 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36957 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 5568 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21572 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6471 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10371 members 
Mstep: Class 47 contains 4276 members 
Mstep: Class 48 contains 55589 members 
Mstep: Class 49 contains 22614 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4505 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3828 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8752 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137720.000000 Penalty: 204195.187500
Iteration 207Q: 61 clusters Score -8.413772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75104 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 10189 members 
Mstep: Class 11 contains 115817 members 
Mstep: Class 12 contains 7014 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 99646 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84716 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 3653 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36951 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10844 members 
Mstep: Class 35 contains 15708 members 
Mstep: Class 36 contains 5570 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21584 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6472 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10374 members 
Mstep: Class 47 contains 4277 members 
Mstep: Class 48 contains 55587 members 
Mstep: Class 49 contains 22614 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4502 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14493 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3827 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8752 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 208Q: 61 clusters Score -8.413775e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32379 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75105 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 115817 members 
Mstep: Class 12 contains 7013 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 11783 members 
Mstep: Class 16 contains 99659 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2062 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84717 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 3654 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36947 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10844 members 
Mstep: Class 35 contains 15690 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21591 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6474 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10377 members 
Mstep: Class 47 contains 4277 members 
Mstep: Class 48 contains 55582 members 
Mstep: Class 49 contains 22613 members 
Mstep: Class 50 contains 1747 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4502 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2769 members 
Mstep: Class 55 contains 14491 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3824 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8752 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137792.000000 Penalty: 204195.187500
Iteration 209Q: 61 clusters Score -8.413779e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32378 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75105 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 115820 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3051 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 16 contains 99660 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2074 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84720 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6220 members 
Mstep: Class 29 contains 3656 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36941 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10844 members 
Mstep: Class 35 contains 15672 members 
Mstep: Class 36 contains 5572 members 
Mstep: Class 37 contains 8017 members 
Mstep: Class 38 contains 21599 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6475 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10381 members 
Mstep: Class 47 contains 4277 members 
Mstep: Class 48 contains 55578 members 
Mstep: Class 49 contains 22612 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4501 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14493 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8752 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137728.000000 Penalty: 204195.187500
Iteration 210Q: 61 clusters Score -8.413773e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32377 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75105 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 115825 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3051 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 99662 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 3658 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36935 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15651 members 
Mstep: Class 36 contains 5572 members 
Mstep: Class 37 contains 8017 members 
Mstep: Class 38 contains 21603 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6476 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10387 members 
Mstep: Class 47 contains 4277 members 
Mstep: Class 48 contains 55583 members 
Mstep: Class 49 contains 22612 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4498 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14498 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3819 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8752 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137696.000000 Penalty: 204195.187500
Iteration 211Q: 61 clusters Score -8.41377e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32377 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75105 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 115825 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84722 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 3659 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36934 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15636 members 
Mstep: Class 36 contains 5572 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21606 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10392 members 
Mstep: Class 47 contains 4277 members 
Mstep: Class 48 contains 55584 members 
Mstep: Class 49 contains 22612 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4494 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3817 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8753 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137816.000000 Penalty: 204195.187500
Iteration 212Q: 61 clusters Score -8.413782e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32375 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75104 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10198 members 
Mstep: Class 11 contains 115825 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11775 members 
Mstep: Class 16 contains 99659 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84720 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6233 members 
Mstep: Class 29 contains 3659 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36930 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15621 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21611 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10391 members 
Mstep: Class 47 contains 4277 members 
Mstep: Class 48 contains 55582 members 
Mstep: Class 49 contains 22612 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4492 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3818 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8754 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 213Q: 61 clusters Score -8.413775e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32375 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75105 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 115825 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11774 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84723 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6236 members 
Mstep: Class 29 contains 3660 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36926 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15603 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21619 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4279 members 
Mstep: Class 48 contains 55583 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4490 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3812 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8755 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137696.000000 Penalty: 204195.187500
Iteration 214Q: 61 clusters Score -8.41377e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32374 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75103 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 115824 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11772 members 
Mstep: Class 16 contains 99655 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2127 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84726 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36919 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15588 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21625 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55584 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4487 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3811 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8757 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137592.000000 Penalty: 204195.187500
Iteration 215Q: 61 clusters Score -8.413759e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32373 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75102 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115827 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11771 members 
Mstep: Class 16 contains 99650 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84727 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36916 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15821 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15572 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21632 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50438 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10397 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55585 members 
Mstep: Class 49 contains 22611 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4483 members 
Mstep: Class 53 contains 2334 members 
Mstep: Class 54 contains 2769 members 
Mstep: Class 55 contains 14497 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3809 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8760 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137792.000000 Penalty: 204195.187500
Iteration 216Q: 61 clusters Score -8.413779e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75102 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115826 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 99650 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2154 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84726 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6246 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36916 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15556 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21633 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10396 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55587 members 
Mstep: Class 49 contains 22611 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4483 members 
Mstep: Class 53 contains 2335 members 
Mstep: Class 54 contains 2768 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3810 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8765 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 217Q: 61 clusters Score -8.413775e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75099 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115827 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 99653 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84725 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36913 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10846 members 
Mstep: Class 35 contains 15544 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21634 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10398 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55588 members 
Mstep: Class 49 contains 22611 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4478 members 
Mstep: Class 53 contains 2335 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14492 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3812 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8768 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137872.000000 Penalty: 204195.187500
Iteration 218Q: 61 clusters Score -8.413787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75097 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115827 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84724 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6249 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36912 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 15530 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21642 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10399 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55586 members 
Mstep: Class 49 contains 22611 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 2335 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14491 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3811 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8769 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137808.000000 Penalty: 204195.187500
Iteration 219Q: 61 clusters Score -8.413781e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75097 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 115826 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 99652 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84729 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36910 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15514 members 
Mstep: Class 36 contains 5570 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21646 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50439 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10398 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55590 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4472 members 
Mstep: Class 53 contains 2335 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14493 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3807 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8771 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137864.000000 Penalty: 204195.187500
Iteration 220F: 61 clusters Score -8.413786e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75098 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10202 members 
Mstep: Class 11 contains 115825 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 99649 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84730 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6256 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36903 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15495 members 
Mstep: Class 36 contains 5571 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21653 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50439 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10399 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55590 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 2335 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3805 members 
Mstep: Class 58 contains 6181 members 
Mstep: Class 59 contains 8775 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137888.000000 Penalty: 204195.187500
Iteration 221Q: 61 clusters Score -8.413789e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75097 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10202 members 
Mstep: Class 11 contains 115827 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 99640 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84729 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6262 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36902 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15473 members 
Mstep: Class 36 contains 5570 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 21661 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50438 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55593 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4466 members 
Mstep: Class 53 contains 2335 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3805 members 
Mstep: Class 58 contains 6182 members 
Mstep: Class 59 contains 8776 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137848.000000 Penalty: 204195.187500
Iteration 222Q: 61 clusters Score -8.413785e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75096 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 115828 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 99639 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84727 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36899 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15458 members 
Mstep: Class 36 contains 5573 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 21666 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50438 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10396 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55590 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4464 members 
Mstep: Class 53 contains 2336 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3805 members 
Mstep: Class 58 contains 6182 members 
Mstep: Class 59 contains 8779 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137688.000000 Penalty: 204195.187500
Iteration 223Q: 61 clusters Score -8.413769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75096 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 115828 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 99634 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84723 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4071 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36893 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15438 members 
Mstep: Class 36 contains 5573 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21669 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6477 members 
Mstep: Class 43 contains 50439 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55588 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4464 members 
Mstep: Class 53 contains 2336 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3808 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 8781 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137784.000000 Penalty: 204195.187500
Iteration 224Q: 61 clusters Score -8.413778e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75094 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 115828 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 99629 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84724 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6254 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36889 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15427 members 
Mstep: Class 36 contains 5581 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21673 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2352 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55586 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2336 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3808 members 
Mstep: Class 58 contains 6178 members 
Mstep: Class 59 contains 8784 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137824.000000 Penalty: 204195.187500
Iteration 225Q: 61 clusters Score -8.413782e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75094 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 115828 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 11765 members 
Mstep: Class 16 contains 99627 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84723 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36883 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15405 members 
Mstep: Class 36 contains 5584 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21681 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2355 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55586 members 
Mstep: Class 49 contains 22607 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4464 members 
Mstep: Class 53 contains 2336 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3813 members 
Mstep: Class 58 contains 6177 members 
Mstep: Class 59 contains 8785 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137824.000000 Penalty: 204195.187500
Iteration 226Q: 61 clusters Score -8.413782e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75093 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 99631 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84723 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36882 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15389 members 
Mstep: Class 36 contains 5586 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 21685 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2354 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55588 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2336 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14499 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3814 members 
Mstep: Class 58 contains 6177 members 
Mstep: Class 59 contains 8785 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137760.000000 Penalty: 204195.187500
Iteration 227Q: 61 clusters Score -8.413776e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75091 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115830 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 99630 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84723 members 
Mstep: Class 25 contains 3031 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36881 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15379 members 
Mstep: Class 36 contains 5592 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21689 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2354 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55590 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2336 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14500 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3813 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8787 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137768.000000 Penalty: 204195.187500
Iteration 228Q: 61 clusters Score -8.413777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5141 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75092 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10208 members 
Mstep: Class 11 contains 115830 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 99630 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84722 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36880 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15365 members 
Mstep: Class 36 contains 5594 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 21688 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2354 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55589 members 
Mstep: Class 49 contains 22607 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4457 members 
Mstep: Class 53 contains 2337 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14498 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3818 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8792 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 229Q: 61 clusters Score -8.413775e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75091 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 99632 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84720 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36878 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15343 members 
Mstep: Class 36 contains 5599 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21686 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2356 members 
Mstep: Class 42 contains 6479 members 
Mstep: Class 43 contains 50439 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55591 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4453 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14498 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3823 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8800 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137776.000000 Penalty: 204195.187500
Iteration 230Q: 61 clusters Score -8.413778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75090 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 99632 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84719 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36879 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15324 members 
Mstep: Class 36 contains 5601 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21682 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2356 members 
Mstep: Class 42 contains 6481 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55587 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4453 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14499 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3828 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8807 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137680.000000 Penalty: 204195.187500
Iteration 231Q: 61 clusters Score -8.413768e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75089 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 99630 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84717 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 3668 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36878 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15305 members 
Mstep: Class 36 contains 5601 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21680 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2356 members 
Mstep: Class 42 contains 6483 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55587 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4453 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14497 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3836 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8811 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137800.000000 Penalty: 204195.187500
Iteration 232Q: 61 clusters Score -8.41378e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75089 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 115830 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 99633 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6242 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36875 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10848 members 
Mstep: Class 35 contains 15283 members 
Mstep: Class 36 contains 5603 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 21678 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2355 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50439 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55587 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4455 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14498 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3843 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8816 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137712.000000 Penalty: 204195.187500
Iteration 233Q: 61 clusters Score -8.413771e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75090 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 115830 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 99637 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6241 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36874 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10850 members 
Mstep: Class 35 contains 15270 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21674 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2355 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10396 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55586 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4456 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14501 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3843 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8820 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137800.000000 Penalty: 204195.187500
Iteration 234Q: 61 clusters Score -8.41378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75089 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 99638 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36865 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 10850 members 
Mstep: Class 35 contains 15257 members 
Mstep: Class 36 contains 5603 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21668 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2355 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4282 members 
Mstep: Class 48 contains 55587 members 
Mstep: Class 49 contains 22609 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14505 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3838 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8826 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137760.000000 Penalty: 204195.187500
Iteration 235Q: 61 clusters Score -8.413776e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75089 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10217 members 
Mstep: Class 11 contains 115829 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 99633 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6239 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36864 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10850 members 
Mstep: Class 35 contains 15243 members 
Mstep: Class 36 contains 5602 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21669 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2354 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55583 members 
Mstep: Class 49 contains 22609 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14503 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3843 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8827 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137784.000000 Penalty: 204195.187500
Iteration 236Q: 61 clusters Score -8.413778e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75088 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 115830 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 99632 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6241 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36862 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15232 members 
Mstep: Class 36 contains 5603 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21668 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55585 members 
Mstep: Class 49 contains 22609 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4459 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14506 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3845 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8831 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 237Q: 61 clusters Score -8.413783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11761 members 
Mstep: Class 16 contains 99631 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36856 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21665 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55583 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4459 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14505 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3854 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8834 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137848.000000 Penalty: 204195.187500
Iteration 238Q: 61 clusters Score -8.413785e+07 nChanged 42
Entering ConstructFrom: 
Score: -84137848.000000 Penalty: 204195.187500
Entering ConstructFrom: 
Trying to split cluster 1 (42740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Entering Unmasked Estep 
Score: -4163983.000000 Penalty: 2644.396729
	Iteration 0F: 2 clusters Score -4163983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4135236.250000 Penalty: 5288.793457
	Iteration 0F: 3 clusters Score -4135236 nChanged 19478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4146170.000000 Penalty: 5288.793457
	Iteration 1F: 3 clusters Score -4146170 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4146931.500000 Penalty: 5288.793457
	Iteration 2Q: 3 clusters Score -4146932 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4147719.250000 Penalty: 5288.793457
	Iteration 3Q: 3 clusters Score -4147719 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4148835.250000 Penalty: 5288.793457
	Iteration 4Q: 3 clusters Score -4148835 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4150348.250000 Penalty: 5288.793457
	Iteration 5F: 3 clusters Score -4150348 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4152251.500000 Penalty: 5288.793457
	Iteration 6F: 3 clusters Score -4152252 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4154258.250000 Penalty: 5288.793457
	Iteration 7F: 3 clusters Score -4154258 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4155957.500000 Penalty: 5288.793457
	Iteration 8F: 3 clusters Score -4155958 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4157283.000000 Penalty: 5288.793457
	Iteration 9F: 3 clusters Score -4157283 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4158142.750000 Penalty: 5288.793457
	Iteration 10Q: 3 clusters Score -4158143 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4158731.000000 Penalty: 5288.793457
	Iteration 11Q: 3 clusters Score -4158731 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4159184.500000 Penalty: 5288.793457
	Iteration 12Q: 3 clusters Score -4159184 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4159560.250000 Penalty: 5288.793457
	Iteration 13Q: 3 clusters Score -4159560 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -4159903.500000 Penalty: 5288.793457
	Iteration 14Q: 3 clusters Score -4159904 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4160216.500000 Penalty: 5288.793457
	Iteration 15Q: 3 clusters Score -4160216 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4160472.500000 Penalty: 5288.793457
	Iteration 16Q: 3 clusters Score -4160472 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4160763.000000 Penalty: 5288.793457
	Iteration 17Q: 3 clusters Score -4160763 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4161067.500000 Penalty: 5288.793457
	Iteration 18Q: 3 clusters Score -4161068 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4161409.750000 Penalty: 5288.793457
	Iteration 19Q: 3 clusters Score -4161410 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4161857.750000 Penalty: 5288.793457
	Iteration 20F: 3 clusters Score -4161858 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4162440.250000 Penalty: 5288.793457
	Iteration 21Q: 3 clusters Score -4162440 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4163156.500000 Penalty: 5288.793457
	Iteration 22Q: 3 clusters Score -4163156 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4163823.000000 Penalty: 5288.793457
	Iteration 23Q: 3 clusters Score -4163823 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -4164175.500000 Penalty: 5288.793457
	Iteration 24Q: 3 clusters Score -4164176 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -4164294.250000 Penalty: 5288.793457
	Iteration 25Q: 3 clusters Score -4164294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4164329.750000 Penalty: 5288.793457
	Iteration 26Q: 3 clusters Score -4164330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4164364.250000 Penalty: 5288.793457
	Iteration 27Q: 3 clusters Score -4164364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4164365.500000 Penalty: 5288.793457
	Iteration 28Q: 3 clusters Score -4164366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -4164381.750000 Penalty: 5288.793457
	Iteration 29Q: 3 clusters Score -4164382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4164389.750000 Penalty: 5288.793457
	Iteration 30Q: 3 clusters Score -4164390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4164397.000000 Penalty: 5288.793457
	Iteration 31Q: 3 clusters Score -4164397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4164400.750000 Penalty: 5288.793457
	Iteration 32Q: 3 clusters Score -4164401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4164401.750000 Penalty: 5288.793457
	Iteration 33Q: 3 clusters Score -4164402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4164399.250000 Penalty: 5288.793457
	Iteration 34Q: 3 clusters Score -4164399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4164393.000000 Penalty: 5288.793457
	Iteration 35Q: 3 clusters Score -4164393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4164392.750000 Penalty: 5288.793457
	Iteration 36Q: 3 clusters Score -4164393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4164401.500000 Penalty: 5288.793457
	Iteration 37Q: 3 clusters Score -4164402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4164404.500000 Penalty: 5288.793457
	Iteration 38Q: 3 clusters Score -4164404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4164403.250000 Penalty: 5288.793457
	Iteration 39Q: 3 clusters Score -4164403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4164399.000000 Penalty: 5288.793457
	Iteration 40F: 3 clusters Score -4164399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4164399.750000 Penalty: 5288.793457
	Iteration 41Q: 3 clusters Score -4164400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4164398.250000 Penalty: 5288.793457
	Iteration 42Q: 3 clusters Score -4164398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4164402.500000 Penalty: 5288.793457
	Iteration 43Q: 3 clusters Score -4164402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4164407.500000 Penalty: 5288.793457
	Iteration 44Q: 3 clusters Score -4164408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4164406.000000 Penalty: 5288.793457
	Iteration 45Q: 3 clusters Score -4164406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4164403.000000 Penalty: 5288.793457
	Iteration 46Q: 3 clusters Score -4164403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4164403.000000 Penalty: 5288.793457
	Iteration 47F: 3 clusters Score -4164403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 99636 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36853 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55580 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14504 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8839 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 6525 members 
Entering Unmasked Estep 
Score: -84137320.000000 Penalty: 207598.437500
Splitting cluster 1 changes total score from -84137848.000000 to -84137320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Entering Unmasked Estep 
Score: -3119836.750000 Penalty: 2575.476807
	Iteration 0F: 2 clusters Score -3119837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3097739.750000 Penalty: 5150.953613
	Iteration 0F: 3 clusters Score -3097740 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3105865.250000 Penalty: 5150.953613
	Iteration 1F: 3 clusters Score -3105865 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3106406.750000 Penalty: 5150.953613
	Iteration 2Q: 3 clusters Score -3106407 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3106955.750000 Penalty: 5150.953613
	Iteration 3Q: 3 clusters Score -3106956 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3107615.750000 Penalty: 5150.953613
	Iteration 4Q: 3 clusters Score -3107616 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3108510.250000 Penalty: 5150.953613
	Iteration 5F: 3 clusters Score -3108510 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3109822.500000 Penalty: 5150.953613
	Iteration 6F: 3 clusters Score -3109822 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3111546.250000 Penalty: 5150.953613
	Iteration 7F: 3 clusters Score -3111546 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3113551.000000 Penalty: 5150.953613
	Iteration 8F: 3 clusters Score -3113551 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3115319.500000 Penalty: 5150.953613
	Iteration 9F: 3 clusters Score -3115320 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3116390.000000 Penalty: 5150.953613
	Iteration 10Q: 3 clusters Score -3116390 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3116972.250000 Penalty: 5150.953613
	Iteration 11Q: 3 clusters Score -3116972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3117273.000000 Penalty: 5150.953613
	Iteration 12Q: 3 clusters Score -3117273 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3117431.500000 Penalty: 5150.953613
	Iteration 13Q: 3 clusters Score -3117432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3117549.000000 Penalty: 5150.953613
	Iteration 14Q: 3 clusters Score -3117549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3117606.250000 Penalty: 5150.953613
	Iteration 15Q: 3 clusters Score -3117606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3117676.250000 Penalty: 5150.953613
	Iteration 16Q: 3 clusters Score -3117676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3117713.750000 Penalty: 5150.953613
	Iteration 17Q: 3 clusters Score -3117714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3117743.750000 Penalty: 5150.953613
	Iteration 18Q: 3 clusters Score -3117744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3117782.250000 Penalty: 5150.953613
	Iteration 19Q: 3 clusters Score -3117782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3117824.000000 Penalty: 5150.953613
	Iteration 20F: 3 clusters Score -3117824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3117856.500000 Penalty: 5150.953613
	Iteration 21Q: 3 clusters Score -3117856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -3117876.000000 Penalty: 5150.953613
	Iteration 22Q: 3 clusters Score -3117876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3117904.500000 Penalty: 5150.953613
	Iteration 23Q: 3 clusters Score -3117904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -3117930.000000 Penalty: 5150.953613
	Iteration 24Q: 3 clusters Score -3117930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3117946.750000 Penalty: 5150.953613
	Iteration 25Q: 3 clusters Score -3117947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3117963.250000 Penalty: 5150.953613
	Iteration 26Q: 3 clusters Score -3117963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3117987.250000 Penalty: 5150.953613
	Iteration 27Q: 3 clusters Score -3117987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3117995.250000 Penalty: 5150.953613
	Iteration 28Q: 3 clusters Score -3117995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -3118004.000000 Penalty: 5150.953613
	Iteration 29Q: 3 clusters Score -3118004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -3118008.250000 Penalty: 5150.953613
	Iteration 30Q: 3 clusters Score -3118008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -3118014.000000 Penalty: 5150.953613
	Iteration 31Q: 3 clusters Score -3118014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3118013.250000 Penalty: 5150.953613
	Iteration 32Q: 3 clusters Score -3118013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -3118017.250000 Penalty: 5150.953613
	Iteration 33Q: 3 clusters Score -3118017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -3118018.750000 Penalty: 5150.953613
	Iteration 34Q: 3 clusters Score -3118019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3118015.750000 Penalty: 5150.953613
	Iteration 35Q: 3 clusters Score -3118016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3118026.750000 Penalty: 5150.953613
	Iteration 36Q: 3 clusters Score -3118027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3118026.250000 Penalty: 5150.953613
	Iteration 37Q: 3 clusters Score -3118026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3118027.750000 Penalty: 5150.953613
	Iteration 38Q: 3 clusters Score -3118028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -3118028.750000 Penalty: 5150.953613
	Iteration 39Q: 3 clusters Score -3118029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3118030.500000 Penalty: 5150.953613
	Iteration 40F: 3 clusters Score -3118030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -3118036.250000 Penalty: 5150.953613
	Iteration 41Q: 3 clusters Score -3118036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3118031.500000 Penalty: 5150.953613
	Iteration 42Q: 3 clusters Score -3118032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3118032.500000 Penalty: 5150.953613
	Iteration 43Q: 3 clusters Score -3118032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3118034.250000 Penalty: 5150.953613
	Iteration 44Q: 3 clusters Score -3118034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -3118036.750000 Penalty: 5150.953613
	Iteration 45Q: 3 clusters Score -3118037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3118037.500000 Penalty: 5150.953613
	Iteration 46Q: 3 clusters Score -3118038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3118039.500000 Penalty: 5150.953613
	Iteration 47Q: 3 clusters Score -3118040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3118045.750000 Penalty: 5150.953613
	Iteration 48Q: 3 clusters Score -3118046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3118041.000000 Penalty: 5150.953613
	Iteration 49Q: 3 clusters Score -3118041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3118047.250000 Penalty: 5150.953613
	Iteration 50Q: 3 clusters Score -3118047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3118049.250000 Penalty: 5150.953613
	Iteration 51Q: 3 clusters Score -3118049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3118049.250000 Penalty: 5150.953613
	Iteration 52Q: 3 clusters Score -3118049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3118049.250000 Penalty: 5150.953613
	Iteration 53F: 3 clusters Score -3118049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -454739.343750 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -454739.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -450243.000000 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -450243 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -451634.031250 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -451634 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -452077.843750 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -452077.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -452378.375000 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -452378.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -452557.406250 Penalty: 4238.128418
	Iteration 4F: 3 clusters Score -452557.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -452672.000000 Penalty: 4238.128418
	Iteration 5Q: 3 clusters Score -452672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -452738.093750 Penalty: 4238.128418
	Iteration 6Q: 3 clusters Score -452738.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -452774.562500 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -452774.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -452808.468750 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -452808.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -452839.281250 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -452839.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -452857.625000 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -452857.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -452876.906250 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -452876.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -452893.343750 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -452893.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -452908.593750 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -452908.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -452918.406250 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -452918.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -452927.125000 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -452927.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -452934.781250 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -452934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452940.406250 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -452940.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452945.843750 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -452945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -452947.937500 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -452947.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -452949.937500 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -452949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -452952.500000 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -452952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452953.156250 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -452953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -452953.875000 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -452953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -452955.562500 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -452955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -452955.656250 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -452955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -452956.218750 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -452956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -452956.218750 Penalty: 4238.128418
	Iteration 27F: 3 clusters Score -452956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -409236.625000 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -409236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -405060.781250 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -405060.8 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -406194.531250 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -406194.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -406525.250000 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -406525.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -406767.406250 Penalty: 4171.938477
	Iteration 3F: 3 clusters Score -406767.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -406950.468750 Penalty: 4171.938477
	Iteration 4Q: 3 clusters Score -406950.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -407106.437500 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -407106.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -407211.562500 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -407211.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -407314.062500 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -407314.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -407410.843750 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -407410.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -407499.125000 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -407499.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -407568.875000 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -407568.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -407617.156250 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -407617.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -407662.531250 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -407662.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -407710.625000 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -407710.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -407751.625000 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -407751.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -407786.625000 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -407786.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -407812.000000 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -407812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -407828.625000 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -407828.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -407838.156250 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -407838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -407853.937500 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -407853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -407864.656250 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -407864.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -407874.125000 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -407874.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -407886.593750 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -407886.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -407894.500000 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -407894.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -407902.750000 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -407902.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -407907.906250 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -407907.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -407912.156250 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -407912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -407917.437500 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -407917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -407921.093750 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -407921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -407921.468750 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -407921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -407922.281250 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -407922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -407922.593750 Penalty: 4171.938477
	Iteration 31Q: 3 clusters Score -407922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -407922.593750 Penalty: 4171.938477
	Iteration 32F: 3 clusters Score -407922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Entering Unmasked Estep 
Score: -7339350.500000 Penalty: 2784.147705
	Iteration 0F: 2 clusters Score -7339350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -7288943.000000 Penalty: 5568.295410
	Iteration 0F: 3 clusters Score -7288943 nChanged 35240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7308788.500000 Penalty: 5568.295410
	Iteration 1F: 3 clusters Score -7308788 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7309583.500000 Penalty: 5568.295410
	Iteration 2Q: 3 clusters Score -7309584 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -7310664.000000 Penalty: 5568.295410
	Iteration 3Q: 3 clusters Score -7310664 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -7312304.500000 Penalty: 5568.295410
	Iteration 4Q: 3 clusters Score -7312304 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -7314817.000000 Penalty: 5568.295410
	Iteration 5F: 3 clusters Score -7314817 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -7318821.000000 Penalty: 5568.295410
	Iteration 6F: 3 clusters Score -7318821 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -7323809.000000 Penalty: 5568.295410
	Iteration 7F: 3 clusters Score -7323809 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -7329186.500000 Penalty: 5568.295410
	Iteration 8F: 3 clusters Score -7329186 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -7333186.000000 Penalty: 5568.295410
	Iteration 9F: 3 clusters Score -7333186 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -7335265.000000 Penalty: 5568.295410
	Iteration 10Q: 3 clusters Score -7335265 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -7336172.000000 Penalty: 5568.295410
	Iteration 11Q: 3 clusters Score -7336172 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -7336532.500000 Penalty: 5568.295410
	Iteration 12Q: 3 clusters Score -7336532 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -7336731.000000 Penalty: 5568.295410
	Iteration 13Q: 3 clusters Score -7336731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -7336816.500000 Penalty: 5568.295410
	Iteration 14Q: 3 clusters Score -7336816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -7336878.000000 Penalty: 5568.295410
	Iteration 15Q: 3 clusters Score -7336878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -7336926.000000 Penalty: 5568.295410
	Iteration 16Q: 3 clusters Score -7336926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -7336959.000000 Penalty: 5568.295410
	Iteration 17Q: 3 clusters Score -7336959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -7336976.000000 Penalty: 5568.295410
	Iteration 18Q: 3 clusters Score -7336976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -7336989.500000 Penalty: 5568.295410
	Iteration 19Q: 3 clusters Score -7336990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -7337002.500000 Penalty: 5568.295410
	Iteration 20F: 3 clusters Score -7337002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -7337017.500000 Penalty: 5568.295410
	Iteration 21Q: 3 clusters Score -7337018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -7337007.000000 Penalty: 5568.295410
	Iteration 22Q: 3 clusters Score -7337007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -7337013.500000 Penalty: 5568.295410
	Iteration 23Q: 3 clusters Score -7337014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -7337023.000000 Penalty: 5568.295410
	Iteration 24Q: 3 clusters Score -7337023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -7337037.500000 Penalty: 5568.295410
	Iteration 25Q: 3 clusters Score -7337038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -7337044.000000 Penalty: 5568.295410
	Iteration 26Q: 3 clusters Score -7337044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -7337049.500000 Penalty: 5568.295410
	Iteration 27Q: 3 clusters Score -7337050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -7337054.000000 Penalty: 5568.295410
	Iteration 28Q: 3 clusters Score -7337054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -7337050.500000 Penalty: 5568.295410
	Iteration 29Q: 3 clusters Score -7337050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -7337056.000000 Penalty: 5568.295410
	Iteration 30Q: 3 clusters Score -7337056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -7337061.000000 Penalty: 5568.295410
	Iteration 31Q: 3 clusters Score -7337061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -7337066.500000 Penalty: 5568.295410
	Iteration 32Q: 3 clusters Score -7337066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -7337072.000000 Penalty: 5568.295410
	Iteration 33Q: 3 clusters Score -7337072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 74703 members 
Entering Unmasked Estep 
Score: -7337077.500000 Penalty: 5568.295410
	Iteration 34Q: 3 clusters Score -7337078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -7337078.000000 Penalty: 5568.295410
	Iteration 35Q: 3 clusters Score -7337078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -7337077.500000 Penalty: 5568.295410
	Iteration 36Q: 3 clusters Score -7337078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -7337077.500000 Penalty: 5568.295410
	Iteration 37F: 3 clusters Score -7337078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1019039.500000 Penalty: 2297.794922
	Iteration 0F: 2 clusters Score -1019040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1010962.062500 Penalty: 4595.589844
	Iteration 0F: 3 clusters Score -1010962 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1013306.625000 Penalty: 4595.589844
	Iteration 1F: 3 clusters Score -1013307 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1013592.312500 Penalty: 4595.589844
	Iteration 2F: 3 clusters Score -1013592 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1013784.812500 Penalty: 4595.589844
	Iteration 3Q: 3 clusters Score -1013785 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1013941.000000 Penalty: 4595.589844
	Iteration 4Q: 3 clusters Score -1013941 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1014065.375000 Penalty: 4595.589844
	Iteration 5Q: 3 clusters Score -1014065 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1014173.812500 Penalty: 4595.589844
	Iteration 6Q: 3 clusters Score -1014174 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1014286.812500 Penalty: 4595.589844
	Iteration 7Q: 3 clusters Score -1014287 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1014415.187500 Penalty: 4595.589844
	Iteration 8Q: 3 clusters Score -1014415 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1014528.250000 Penalty: 4595.589844
	Iteration 9Q: 3 clusters Score -1014528 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1014669.375000 Penalty: 4595.589844
	Iteration 10Q: 3 clusters Score -1014669 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1014809.937500 Penalty: 4595.589844
	Iteration 11Q: 3 clusters Score -1014810 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1014969.437500 Penalty: 4595.589844
	Iteration 12Q: 3 clusters Score -1014969 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1015160.250000 Penalty: 4595.589844
	Iteration 13Q: 3 clusters Score -1015160 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1015353.875000 Penalty: 4595.589844
	Iteration 14Q: 3 clusters Score -1015354 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1015561.187500 Penalty: 4595.589844
	Iteration 15Q: 3 clusters Score -1015561 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1015734.125000 Penalty: 4595.589844
	Iteration 16Q: 3 clusters Score -1015734 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1015877.250000 Penalty: 4595.589844
	Iteration 17Q: 3 clusters Score -1015877 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1016004.562500 Penalty: 4595.589844
	Iteration 18Q: 3 clusters Score -1016005 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1016101.250000 Penalty: 4595.589844
	Iteration 19Q: 3 clusters Score -1016101 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1016197.250000 Penalty: 4595.589844
	Iteration 20F: 3 clusters Score -1016197 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1016294.875000 Penalty: 4595.589844
	Iteration 21Q: 3 clusters Score -1016295 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1016380.000000 Penalty: 4595.589844
	Iteration 22Q: 3 clusters Score -1016380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1016455.375000 Penalty: 4595.589844
	Iteration 23Q: 3 clusters Score -1016455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1016511.062500 Penalty: 4595.589844
	Iteration 24Q: 3 clusters Score -1016511 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1016564.187500 Penalty: 4595.589844
	Iteration 25Q: 3 clusters Score -1016564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1016594.875000 Penalty: 4595.589844
	Iteration 26Q: 3 clusters Score -1016595 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1016629.062500 Penalty: 4595.589844
	Iteration 27Q: 3 clusters Score -1016629 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1016667.625000 Penalty: 4595.589844
	Iteration 28Q: 3 clusters Score -1016668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1016717.562500 Penalty: 4595.589844
	Iteration 29Q: 3 clusters Score -1016718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1016771.187500 Penalty: 4595.589844
	Iteration 30Q: 3 clusters Score -1016771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1016814.062500 Penalty: 4595.589844
	Iteration 31Q: 3 clusters Score -1016814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1016844.000000 Penalty: 4595.589844
	Iteration 32Q: 3 clusters Score -1016844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1016873.750000 Penalty: 4595.589844
	Iteration 33Q: 3 clusters Score -1016874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1016896.687500 Penalty: 4595.589844
	Iteration 34Q: 3 clusters Score -1016897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1016917.687500 Penalty: 4595.589844
	Iteration 35Q: 3 clusters Score -1016918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1016936.250000 Penalty: 4595.589844
	Iteration 36Q: 3 clusters Score -1016936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1016945.500000 Penalty: 4595.589844
	Iteration 37Q: 3 clusters Score -1016946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1016958.625000 Penalty: 4595.589844
	Iteration 38Q: 3 clusters Score -1016959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1016969.812500 Penalty: 4595.589844
	Iteration 39Q: 3 clusters Score -1016970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1016982.937500 Penalty: 4595.589844
	Iteration 40F: 3 clusters Score -1016983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1017001.375000 Penalty: 4595.589844
	Iteration 41Q: 3 clusters Score -1017001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1017013.812500 Penalty: 4595.589844
	Iteration 42Q: 3 clusters Score -1017014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1017021.562500 Penalty: 4595.589844
	Iteration 43Q: 3 clusters Score -1017022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1017030.125000 Penalty: 4595.589844
	Iteration 44Q: 3 clusters Score -1017030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1017038.687500 Penalty: 4595.589844
	Iteration 45Q: 3 clusters Score -1017039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1017048.937500 Penalty: 4595.589844
	Iteration 46Q: 3 clusters Score -1017049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1017057.375000 Penalty: 4595.589844
	Iteration 47Q: 3 clusters Score -1017057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1017061.625000 Penalty: 4595.589844
	Iteration 48Q: 3 clusters Score -1017062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1017070.062500 Penalty: 4595.589844
	Iteration 49Q: 3 clusters Score -1017070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1017074.562500 Penalty: 4595.589844
	Iteration 50Q: 3 clusters Score -1017075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1017078.937500 Penalty: 4595.589844
	Iteration 51Q: 3 clusters Score -1017079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1017078.937500 Penalty: 4595.589844
	Iteration 52Q: 3 clusters Score -1017079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1017084.187500 Penalty: 4595.589844
	Iteration 53Q: 3 clusters Score -1017084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1017086.562500 Penalty: 4595.589844
	Iteration 54Q: 3 clusters Score -1017087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1017089.437500 Penalty: 4595.589844
	Iteration 55Q: 3 clusters Score -1017089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1017091.687500 Penalty: 4595.589844
	Iteration 56Q: 3 clusters Score -1017092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1017094.937500 Penalty: 4595.589844
	Iteration 57Q: 3 clusters Score -1017095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1017099.875000 Penalty: 4595.589844
	Iteration 58Q: 3 clusters Score -1017100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1017103.375000 Penalty: 4595.589844
	Iteration 59Q: 3 clusters Score -1017103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1017108.875000 Penalty: 4595.589844
	Iteration 60F: 3 clusters Score -1017109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1017111.375000 Penalty: 4595.589844
	Iteration 61Q: 3 clusters Score -1017111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1017111.062500 Penalty: 4595.589844
	Iteration 62Q: 3 clusters Score -1017111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1017114.625000 Penalty: 4595.589844
	Iteration 63Q: 3 clusters Score -1017115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1017118.625000 Penalty: 4595.589844
	Iteration 64Q: 3 clusters Score -1017119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1017116.375000 Penalty: 4595.589844
	Iteration 65Q: 3 clusters Score -1017116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1017122.000000 Penalty: 4595.589844
	Iteration 66Q: 3 clusters Score -1017122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1017126.625000 Penalty: 4595.589844
	Iteration 67Q: 3 clusters Score -1017127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1017127.750000 Penalty: 4595.589844
	Iteration 68Q: 3 clusters Score -1017128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1017132.250000 Penalty: 4595.589844
	Iteration 69Q: 3 clusters Score -1017132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1017137.687500 Penalty: 4595.589844
	Iteration 70Q: 3 clusters Score -1017138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1017142.437500 Penalty: 4595.589844
	Iteration 71Q: 3 clusters Score -1017142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1017148.000000 Penalty: 4595.589844
	Iteration 72Q: 3 clusters Score -1017148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1017155.000000 Penalty: 4595.589844
	Iteration 73Q: 3 clusters Score -1017155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1017155.375000 Penalty: 4595.589844
	Iteration 74Q: 3 clusters Score -1017155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1017160.625000 Penalty: 4595.589844
	Iteration 75Q: 3 clusters Score -1017161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1017163.625000 Penalty: 4595.589844
	Iteration 76Q: 3 clusters Score -1017164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1017164.437500 Penalty: 4595.589844
	Iteration 77Q: 3 clusters Score -1017164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1017167.250000 Penalty: 4595.589844
	Iteration 78Q: 3 clusters Score -1017167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1017168.062500 Penalty: 4595.589844
	Iteration 79Q: 3 clusters Score -1017168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1017167.625000 Penalty: 4595.589844
	Iteration 80F: 3 clusters Score -1017168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 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 342 members 
Entering Unmasked Estep 
Score: -59612.492188 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59612.49 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59900.968750 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -59900.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60015.167969 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -60015.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60103.488281 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -60103.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60227.179688 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -60227.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60320.140625 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -60320.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60381.734375 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60381.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60443.640625 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60443.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60473.898438 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -60505.714844 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60505.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60526.171875 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -60526.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60540.640625 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -60540.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60553.675781 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -60553.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60568.179688 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -60568.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60583.167969 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -60583.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60585.707031 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -60585.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60587.433594 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -60587.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60587.433594 Penalty: 3254.972412
	Iteration 17F: 3 clusters Score -60587.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -453117.812500 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -453117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -448674.218750 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -448674.2 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -449751.718750 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -449751.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -450054.812500 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -450054.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -450319.656250 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -450319.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -450617.031250 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -450617 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -450968.062500 Penalty: 4208.703613
	Iteration 5F: 3 clusters Score -450968.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -451232.250000 Penalty: 4208.703613
	Iteration 6F: 3 clusters Score -451232.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -451421.625000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -451421.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -451533.343750 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -451533.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -451617.312500 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -451617.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -451675.656250 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -451675.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -451718.687500 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -451718.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -451757.625000 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -451757.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -451784.093750 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -451784.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -451818.156250 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -451818.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -451864.906250 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -451864.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -451937.906250 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -451937.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -452020.937500 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -452020.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -452178.343750 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -452178.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -452422.000000 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -452422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -452739.406250 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -452739.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -452825.156250 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -452825.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -452851.593750 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -452851.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -452865.000000 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -452865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -452876.656250 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -452876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -452890.156250 Penalty: 4208.703613
	Iteration 25Q: 3 clusters Score -452890.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -452899.375000 Penalty: 4208.703613
	Iteration 26Q: 3 clusters Score -452899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -452903.906250 Penalty: 4208.703613
	Iteration 27Q: 3 clusters Score -452903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -452908.218750 Penalty: 4208.703613
	Iteration 28Q: 3 clusters Score -452908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -452912.625000 Penalty: 4208.703613
	Iteration 29Q: 3 clusters Score -452912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -452917.375000 Penalty: 4208.703613
	Iteration 30Q: 3 clusters Score -452917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -452922.687500 Penalty: 4208.703613
	Iteration 31Q: 3 clusters Score -452922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -452926.343750 Penalty: 4208.703613
	Iteration 32Q: 3 clusters Score -452926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -452930.375000 Penalty: 4208.703613
	Iteration 33Q: 3 clusters Score -452930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -452936.375000 Penalty: 4208.703613
	Iteration 34Q: 3 clusters Score -452936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -452941.468750 Penalty: 4208.703613
	Iteration 35Q: 3 clusters Score -452941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -452950.468750 Penalty: 4208.703613
	Iteration 36Q: 3 clusters Score -452950.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -452957.218750 Penalty: 4208.703613
	Iteration 37Q: 3 clusters Score -452957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -452966.843750 Penalty: 4208.703613
	Iteration 38Q: 3 clusters Score -452966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -452979.875000 Penalty: 4208.703613
	Iteration 39Q: 3 clusters Score -452979.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -452996.187500 Penalty: 4208.703613
	Iteration 40F: 3 clusters Score -452996.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -453015.343750 Penalty: 4208.703613
	Iteration 41Q: 3 clusters Score -453015.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -453042.812500 Penalty: 4208.703613
	Iteration 42Q: 3 clusters Score -453042.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -453068.750000 Penalty: 4208.703613
	Iteration 43Q: 3 clusters Score -453068.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -453118.031250 Penalty: 4208.703613
	Iteration 44Q: 3 clusters Score -453118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -453215.406250 Penalty: 4208.703613
	Iteration 45Q: 3 clusters Score -453215.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -453397.593750 Penalty: 4208.703613
	Iteration 46Q: 3 clusters Score -453397.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -453745.687500 Penalty: 4208.703613
	Iteration 47Q: 3 clusters Score -453745.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -454155.437500 Penalty: 4208.703613
	Iteration 48Q: 3 clusters Score -454155.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -454306.843750 Penalty: 4208.703613
	Iteration 49Q: 3 clusters Score -454306.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -454355.468750 Penalty: 4208.703613
	Iteration 50Q: 3 clusters Score -454355.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -454366.250000 Penalty: 4208.703613
	Iteration 51Q: 3 clusters Score -454366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -454369.218750 Penalty: 4208.703613
	Iteration 52Q: 3 clusters Score -454369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -454369.718750 Penalty: 4208.703613
	Iteration 53Q: 3 clusters Score -454369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -454369.718750 Penalty: 4208.703613
	Iteration 54F: 3 clusters Score -454369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 99636 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36853 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55580 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14504 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8839 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 2421 members 
Entering Unmasked Estep 
Score: -84137664.000000 Penalty: 207598.437500
Splitting cluster 8 changes total score from -84137848.000000 to -84137664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -416578.312500 Penalty: 2119.594482
	Iteration 0F: 2 clusters Score -416578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -411945.968750 Penalty: 4239.188965
	Iteration 0F: 3 clusters Score -411946 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -413324.468750 Penalty: 4239.188965
	Iteration 1F: 3 clusters Score -413324.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -413668.593750 Penalty: 4239.188965
	Iteration 2F: 3 clusters Score -413668.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -413930.375000 Penalty: 4239.188965
	Iteration 3F: 3 clusters Score -413930.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -414163.562500 Penalty: 4239.188965
	Iteration 4F: 3 clusters Score -414163.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -414334.125000 Penalty: 4239.188965
	Iteration 5Q: 3 clusters Score -414334.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -414497.437500 Penalty: 4239.188965
	Iteration 6Q: 3 clusters Score -414497.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -414650.031250 Penalty: 4239.188965
	Iteration 7Q: 3 clusters Score -414650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -414820.312500 Penalty: 4239.188965
	Iteration 8Q: 3 clusters Score -414820.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -414991.968750 Penalty: 4239.188965
	Iteration 9Q: 3 clusters Score -414992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -415152.406250 Penalty: 4239.188965
	Iteration 10Q: 3 clusters Score -415152.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -415270.875000 Penalty: 4239.188965
	Iteration 11Q: 3 clusters Score -415270.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -415367.875000 Penalty: 4239.188965
	Iteration 12Q: 3 clusters Score -415367.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -415433.343750 Penalty: 4239.188965
	Iteration 13Q: 3 clusters Score -415433.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -415475.343750 Penalty: 4239.188965
	Iteration 14Q: 3 clusters Score -415475.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -415519.625000 Penalty: 4239.188965
	Iteration 15Q: 3 clusters Score -415519.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -415564.187500 Penalty: 4239.188965
	Iteration 16Q: 3 clusters Score -415564.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -415596.875000 Penalty: 4239.188965
	Iteration 17Q: 3 clusters Score -415596.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -415620.500000 Penalty: 4239.188965
	Iteration 18Q: 3 clusters Score -415620.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -415645.312500 Penalty: 4239.188965
	Iteration 19Q: 3 clusters Score -415645.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -415662.156250 Penalty: 4239.188965
	Iteration 20F: 3 clusters Score -415662.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -415672.562500 Penalty: 4239.188965
	Iteration 21Q: 3 clusters Score -415672.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -415679.343750 Penalty: 4239.188965
	Iteration 22Q: 3 clusters Score -415679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -415683.937500 Penalty: 4239.188965
	Iteration 23Q: 3 clusters Score -415683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -415687.000000 Penalty: 4239.188965
	Iteration 24Q: 3 clusters Score -415687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -415690.875000 Penalty: 4239.188965
	Iteration 25Q: 3 clusters Score -415690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -415691.156250 Penalty: 4239.188965
	Iteration 26Q: 3 clusters Score -415691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -415694.218750 Penalty: 4239.188965
	Iteration 27Q: 3 clusters Score -415694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -415696.531250 Penalty: 4239.188965
	Iteration 28Q: 3 clusters Score -415696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -415699.062500 Penalty: 4239.188965
	Iteration 29Q: 3 clusters Score -415699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -415700.500000 Penalty: 4239.188965
	Iteration 30Q: 3 clusters Score -415700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -415701.718750 Penalty: 4239.188965
	Iteration 31Q: 3 clusters Score -415701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -415702.000000 Penalty: 4239.188965
	Iteration 32Q: 3 clusters Score -415702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -415702.000000 Penalty: 4239.188965
	Iteration 33F: 3 clusters Score -415702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Entering Unmasked Estep 
Score: -910018.000000 Penalty: 2289.803711
	Iteration 0F: 2 clusters Score -910018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -902151.812500 Penalty: 4579.607422
	Iteration 0F: 3 clusters Score -902151.8 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -904656.062500 Penalty: 4579.607422
	Iteration 1F: 3 clusters Score -904656.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -905182.312500 Penalty: 4579.607422
	Iteration 2F: 3 clusters Score -905182.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -905604.625000 Penalty: 4579.607422
	Iteration 3F: 3 clusters Score -905604.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -905944.062500 Penalty: 4579.607422
	Iteration 4F: 3 clusters Score -905944.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -906220.750000 Penalty: 4579.607422
	Iteration 5Q: 3 clusters Score -906220.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -906496.375000 Penalty: 4579.607422
	Iteration 6Q: 3 clusters Score -906496.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -906732.937500 Penalty: 4579.607422
	Iteration 7Q: 3 clusters Score -906732.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -906946.937500 Penalty: 4579.607422
	Iteration 8Q: 3 clusters Score -906946.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -907099.437500 Penalty: 4579.607422
	Iteration 9Q: 3 clusters Score -907099.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -907212.875000 Penalty: 4579.607422
	Iteration 10Q: 3 clusters Score -907212.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -907303.312500 Penalty: 4579.607422
	Iteration 11Q: 3 clusters Score -907303.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -907390.875000 Penalty: 4579.607422
	Iteration 12Q: 3 clusters Score -907390.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -907467.375000 Penalty: 4579.607422
	Iteration 13Q: 3 clusters Score -907467.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -907536.562500 Penalty: 4579.607422
	Iteration 14Q: 3 clusters Score -907536.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -907598.875000 Penalty: 4579.607422
	Iteration 15Q: 3 clusters Score -907598.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -907679.437500 Penalty: 4579.607422
	Iteration 16Q: 3 clusters Score -907679.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -907769.500000 Penalty: 4579.607422
	Iteration 17Q: 3 clusters Score -907769.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -907866.562500 Penalty: 4579.607422
	Iteration 18Q: 3 clusters Score -907866.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -907960.312500 Penalty: 4579.607422
	Iteration 19Q: 3 clusters Score -907960.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -908047.375000 Penalty: 4579.607422
	Iteration 20F: 3 clusters Score -908047.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -908131.375000 Penalty: 4579.607422
	Iteration 21Q: 3 clusters Score -908131.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -908243.812500 Penalty: 4579.607422
	Iteration 22Q: 3 clusters Score -908243.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -908350.937500 Penalty: 4579.607422
	Iteration 23Q: 3 clusters Score -908350.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -908442.937500 Penalty: 4579.607422
	Iteration 24Q: 3 clusters Score -908442.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -908525.937500 Penalty: 4579.607422
	Iteration 25Q: 3 clusters Score -908525.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -908607.875000 Penalty: 4579.607422
	Iteration 26Q: 3 clusters Score -908607.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -908677.875000 Penalty: 4579.607422
	Iteration 27Q: 3 clusters Score -908677.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -908740.125000 Penalty: 4579.607422
	Iteration 28Q: 3 clusters Score -908740.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -908782.812500 Penalty: 4579.607422
	Iteration 29Q: 3 clusters Score -908782.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -908830.187500 Penalty: 4579.607422
	Iteration 30Q: 3 clusters Score -908830.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -908869.312500 Penalty: 4579.607422
	Iteration 31Q: 3 clusters Score -908869.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -908910.437500 Penalty: 4579.607422
	Iteration 32Q: 3 clusters Score -908910.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -908939.750000 Penalty: 4579.607422
	Iteration 33Q: 3 clusters Score -908939.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -908961.875000 Penalty: 4579.607422
	Iteration 34Q: 3 clusters Score -908961.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -908979.937500 Penalty: 4579.607422
	Iteration 35Q: 3 clusters Score -908979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -908991.812500 Penalty: 4579.607422
	Iteration 36Q: 3 clusters Score -908991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -909000.562500 Penalty: 4579.607422
	Iteration 37Q: 3 clusters Score -909000.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -909005.687500 Penalty: 4579.607422
	Iteration 38Q: 3 clusters Score -909005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -909010.562500 Penalty: 4579.607422
	Iteration 39Q: 3 clusters Score -909010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -909015.312500 Penalty: 4579.607422
	Iteration 40F: 3 clusters Score -909015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -909017.812500 Penalty: 4579.607422
	Iteration 41Q: 3 clusters Score -909017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -909018.125000 Penalty: 4579.607422
	Iteration 42Q: 3 clusters Score -909018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -909021.500000 Penalty: 4579.607422
	Iteration 43Q: 3 clusters Score -909021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -909022.500000 Penalty: 4579.607422
	Iteration 44Q: 3 clusters Score -909022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -909029.000000 Penalty: 4579.607422
	Iteration 45Q: 3 clusters Score -909029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -909031.125000 Penalty: 4579.607422
	Iteration 46Q: 3 clusters Score -909031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -909033.437500 Penalty: 4579.607422
	Iteration 47Q: 3 clusters Score -909033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -909033.437500 Penalty: 4579.607422
	Iteration 48F: 3 clusters Score -909033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115831 members 
Entering Unmasked Estep 
Score: -11495352.000000 Penalty: 2891.652100
	Iteration 0F: 2 clusters Score -1.149535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -11417856.000000 Penalty: 5783.304199
	Iteration 0F: 3 clusters Score -1.141786e+07 nChanged 54990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -11449319.000000 Penalty: 5783.304199
	Iteration 1F: 3 clusters Score -1.144932e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -11450180.000000 Penalty: 5783.304199
	Iteration 2Q: 3 clusters Score -1.145018e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -11451476.000000 Penalty: 5783.304199
	Iteration 3Q: 3 clusters Score -1.145148e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -11453398.000000 Penalty: 5783.304199
	Iteration 4Q: 3 clusters Score -1.14534e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -11456534.000000 Penalty: 5783.304199
	Iteration 5F: 3 clusters Score -1.145653e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -11461928.000000 Penalty: 5783.304199
	Iteration 6F: 3 clusters Score -1.146193e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -11470208.000000 Penalty: 5783.304199
	Iteration 7F: 3 clusters Score -1.147021e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -11479913.000000 Penalty: 5783.304199
	Iteration 8F: 3 clusters Score -1.147991e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -11487152.000000 Penalty: 5783.304199
	Iteration 9F: 3 clusters Score -1.148715e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11490658.000000 Penalty: 5783.304199
	Iteration 10Q: 3 clusters Score -1.149066e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11491976.000000 Penalty: 5783.304199
	Iteration 11Q: 3 clusters Score -1.149198e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11492394.000000 Penalty: 5783.304199
	Iteration 12Q: 3 clusters Score -1.149239e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11492552.000000 Penalty: 5783.304199
	Iteration 13Q: 3 clusters Score -1.149255e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11492654.000000 Penalty: 5783.304199
	Iteration 14Q: 3 clusters Score -1.149265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115524 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11492705.000000 Penalty: 5783.304199
	Iteration 15Q: 3 clusters Score -1.14927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115541 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11492750.000000 Penalty: 5783.304199
	Iteration 16Q: 3 clusters Score -1.149275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11492766.000000 Penalty: 5783.304199
	Iteration 17Q: 3 clusters Score -1.149277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11492798.000000 Penalty: 5783.304199
	Iteration 18Q: 3 clusters Score -1.14928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11492797.000000 Penalty: 5783.304199
	Iteration 19Q: 3 clusters Score -1.14928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11492805.000000 Penalty: 5783.304199
	Iteration 20F: 3 clusters Score -1.14928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11492802.000000 Penalty: 5783.304199
	Iteration 21Q: 3 clusters Score -1.14928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11492807.000000 Penalty: 5783.304199
	Iteration 22Q: 3 clusters Score -1.149281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11492812.000000 Penalty: 5783.304199
	Iteration 23Q: 3 clusters Score -1.149281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11492812.000000 Penalty: 5783.304199
	Iteration 24F: 3 clusters Score -1.149281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -662531.562500 Penalty: 2195.354492
	Iteration 0F: 2 clusters Score -662531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -656801.312500 Penalty: 4390.708984
	Iteration 0F: 3 clusters Score -656801.3 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -658471.375000 Penalty: 4390.708984
	Iteration 1F: 3 clusters Score -658471.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -659084.000000 Penalty: 4390.708984
	Iteration 2F: 3 clusters Score -659084 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -659696.125000 Penalty: 4390.708984
	Iteration 3F: 3 clusters Score -659696.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -660299.750000 Penalty: 4390.708984
	Iteration 4F: 3 clusters Score -660299.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -660805.375000 Penalty: 4390.708984
	Iteration 5F: 3 clusters Score -660805.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -661138.875000 Penalty: 4390.708984
	Iteration 6F: 3 clusters Score -661138.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -661361.750000 Penalty: 4390.708984
	Iteration 7Q: 3 clusters Score -661361.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -661539.562500 Penalty: 4390.708984
	Iteration 8Q: 3 clusters Score -661539.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -661665.812500 Penalty: 4390.708984
	Iteration 9Q: 3 clusters Score -661665.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -661767.562500 Penalty: 4390.708984
	Iteration 10Q: 3 clusters Score -661767.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -661858.250000 Penalty: 4390.708984
	Iteration 11Q: 3 clusters Score -661858.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -661946.937500 Penalty: 4390.708984
	Iteration 12Q: 3 clusters Score -661946.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -662014.437500 Penalty: 4390.708984
	Iteration 13Q: 3 clusters Score -662014.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -662080.937500 Penalty: 4390.708984
	Iteration 14Q: 3 clusters Score -662080.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -662132.312500 Penalty: 4390.708984
	Iteration 15Q: 3 clusters Score -662132.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -662178.812500 Penalty: 4390.708984
	Iteration 16Q: 3 clusters Score -662178.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -662212.125000 Penalty: 4390.708984
	Iteration 17Q: 3 clusters Score -662212.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -662232.000000 Penalty: 4390.708984
	Iteration 18Q: 3 clusters Score -662232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -662251.687500 Penalty: 4390.708984
	Iteration 19Q: 3 clusters Score -662251.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -662272.625000 Penalty: 4390.708984
	Iteration 20F: 3 clusters Score -662272.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -662288.625000 Penalty: 4390.708984
	Iteration 21Q: 3 clusters Score -662288.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -662301.187500 Penalty: 4390.708984
	Iteration 22Q: 3 clusters Score -662301.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -662307.812500 Penalty: 4390.708984
	Iteration 23Q: 3 clusters Score -662307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -662313.812500 Penalty: 4390.708984
	Iteration 24Q: 3 clusters Score -662313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -662319.375000 Penalty: 4390.708984
	Iteration 25Q: 3 clusters Score -662319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -662324.937500 Penalty: 4390.708984
	Iteration 26Q: 3 clusters Score -662324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -662326.937500 Penalty: 4390.708984
	Iteration 27Q: 3 clusters Score -662326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -662327.500000 Penalty: 4390.708984
	Iteration 28Q: 3 clusters Score -662327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -662329.062500 Penalty: 4390.708984
	Iteration 29Q: 3 clusters Score -662329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -662331.687500 Penalty: 4390.708984
	Iteration 30Q: 3 clusters Score -662331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -662335.437500 Penalty: 4390.708984
	Iteration 31Q: 3 clusters Score -662335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -662337.687500 Penalty: 4390.708984
	Iteration 32Q: 3 clusters Score -662337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -662338.312500 Penalty: 4390.708984
	Iteration 33Q: 3 clusters Score -662338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -662339.062500 Penalty: 4390.708984
	Iteration 34Q: 3 clusters Score -662339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -662340.750000 Penalty: 4390.708984
	Iteration 35Q: 3 clusters Score -662340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -662341.187500 Penalty: 4390.708984
	Iteration 36Q: 3 clusters Score -662341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -662341.187500 Penalty: 4390.708984
	Iteration 37F: 3 clusters Score -662341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -318430.062500 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -318430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -314971.312500 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -314971.3 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -315726.250000 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -315726.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -315911.406250 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -315911.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -315997.656250 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -315997.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -316065.562500 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -316065.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -316111.750000 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -316111.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -316146.218750 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -316146.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -316181.406250 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -316181.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -316215.250000 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -316215.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -316247.000000 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -316247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -316286.812500 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -316286.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -316330.718750 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -316330.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -316361.281250 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -316361.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -316383.437500 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -316383.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -316402.062500 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -316402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -316416.718750 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -316416.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -316426.937500 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -316426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -316436.937500 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -316436.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -316446.437500 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -316446.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -316456.593750 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -316456.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -316470.437500 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -316470.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -316489.531250 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -316489.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -316504.812500 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -316504.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -316515.968750 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -316516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -316527.375000 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -316527.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -316537.187500 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -316537.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -316546.375000 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -316546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -316556.375000 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -316556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -316570.218750 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -316570.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -316587.000000 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -316587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -316602.750000 Penalty: 4017.228516
	Iteration 30Q: 3 clusters Score -316602.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -316616.406250 Penalty: 4017.228516
	Iteration 31Q: 3 clusters Score -316616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -316623.593750 Penalty: 4017.228516
	Iteration 32Q: 3 clusters Score -316623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -316629.656250 Penalty: 4017.228516
	Iteration 33Q: 3 clusters Score -316629.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -316636.906250 Penalty: 4017.228516
	Iteration 34Q: 3 clusters Score -316636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -316643.531250 Penalty: 4017.228516
	Iteration 35Q: 3 clusters Score -316643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -316649.562500 Penalty: 4017.228516
	Iteration 36Q: 3 clusters Score -316649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -316652.000000 Penalty: 4017.228516
	Iteration 37Q: 3 clusters Score -316652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -316652.375000 Penalty: 4017.228516
	Iteration 38Q: 3 clusters Score -316652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -316652.843750 Penalty: 4017.228516
	Iteration 39Q: 3 clusters Score -316652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -316652.843750 Penalty: 4017.228516
	Iteration 40F: 3 clusters Score -316652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -287735.937500 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -287735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -284453.500000 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -284453.5 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285102.312500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -285102.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -285283.000000 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -285283 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -285395.187500 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -285395.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -285459.718750 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -285459.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -285518.875000 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -285518.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -285571.781250 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -285571.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285615.187500 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -285615.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285651.906250 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -285651.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285679.031250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -285679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -285698.343750 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -285698.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -285711.062500 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -285711.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -285725.156250 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -285725.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -285735.343750 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -285735.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -285742.656250 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -285742.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -285751.625000 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -285751.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -285757.468750 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -285757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -285762.187500 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -285762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -285765.531250 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -285765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -285767.906250 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -285767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285771.968750 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -285772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285779.093750 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -285779.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -285784.562500 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -285784.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285793.437500 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -285793.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285799.843750 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -285799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285808.218750 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -285808.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -285815.687500 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -285815.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285821.531250 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -285821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -285826.718750 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -285826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285827.500000 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -285827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -285827.750000 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -285827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285829.531250 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -285829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -285830.218750 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -285830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -285831.000000 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -285831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285832.625000 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -285832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -285834.906250 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -285834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -285837.031250 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -285837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285838.031250 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -285838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -285840.031250 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -285840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285840.937500 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -285840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -285841.375000 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -285841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -285841.281250 Penalty: 3980.331787
	Iteration 41Q: 3 clusters Score -285841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -285841.906250 Penalty: 3980.331787
	Iteration 42Q: 3 clusters Score -285841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -285842.937500 Penalty: 3980.331787
	Iteration 43Q: 3 clusters Score -285842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285844.062500 Penalty: 3980.331787
	Iteration 44Q: 3 clusters Score -285844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -285845.000000 Penalty: 3980.331787
	Iteration 45Q: 3 clusters Score -285845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -285845.843750 Penalty: 3980.331787
	Iteration 46Q: 3 clusters Score -285845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -285847.312500 Penalty: 3980.331787
	Iteration 47Q: 3 clusters Score -285847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285848.718750 Penalty: 3980.331787
	Iteration 48Q: 3 clusters Score -285848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285848.718750 Penalty: 3980.331787
	Iteration 49F: 3 clusters Score -285848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Entering Unmasked Estep 
Score: -1166532.250000 Penalty: 2324.306641
	Iteration 0F: 2 clusters Score -1166532 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 5862 members 
Entering Unmasked Estep 
Score: -1157662.750000 Penalty: 4648.613281
	Iteration 0F: 3 clusters Score -1157663 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1160368.625000 Penalty: 4648.613281
	Iteration 1F: 3 clusters Score -1160369 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1160819.625000 Penalty: 4648.613281
	Iteration 2F: 3 clusters Score -1160820 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1161283.750000 Penalty: 4648.613281
	Iteration 3F: 3 clusters Score -1161284 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1161791.750000 Penalty: 4648.613281
	Iteration 4F: 3 clusters Score -1161792 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1162350.000000 Penalty: 4648.613281
	Iteration 5F: 3 clusters Score -1162350 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1162855.250000 Penalty: 4648.613281
	Iteration 6F: 3 clusters Score -1162855 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1163211.000000 Penalty: 4648.613281
	Iteration 7F: 3 clusters Score -1163211 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1163427.375000 Penalty: 4648.613281
	Iteration 8Q: 3 clusters Score -1163427 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1163580.000000 Penalty: 4648.613281
	Iteration 9Q: 3 clusters Score -1163580 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1163657.750000 Penalty: 4648.613281
	Iteration 10Q: 3 clusters Score -1163658 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1163708.125000 Penalty: 4648.613281
	Iteration 11Q: 3 clusters Score -1163708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1163738.125000 Penalty: 4648.613281
	Iteration 12Q: 3 clusters Score -1163738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1163766.750000 Penalty: 4648.613281
	Iteration 13Q: 3 clusters Score -1163767 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1163784.875000 Penalty: 4648.613281
	Iteration 14Q: 3 clusters Score -1163785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1163802.125000 Penalty: 4648.613281
	Iteration 15Q: 3 clusters Score -1163802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1163815.000000 Penalty: 4648.613281
	Iteration 16Q: 3 clusters Score -1163815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1163828.875000 Penalty: 4648.613281
	Iteration 17Q: 3 clusters Score -1163829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1163837.500000 Penalty: 4648.613281
	Iteration 18Q: 3 clusters Score -1163838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1163847.375000 Penalty: 4648.613281
	Iteration 19Q: 3 clusters Score -1163847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1163853.125000 Penalty: 4648.613281
	Iteration 20F: 3 clusters Score -1163853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1163861.625000 Penalty: 4648.613281
	Iteration 21Q: 3 clusters Score -1163862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1163870.750000 Penalty: 4648.613281
	Iteration 22Q: 3 clusters Score -1163871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1163874.875000 Penalty: 4648.613281
	Iteration 23Q: 3 clusters Score -1163875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1163879.125000 Penalty: 4648.613281
	Iteration 24Q: 3 clusters Score -1163879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1163883.125000 Penalty: 4648.613281
	Iteration 25Q: 3 clusters Score -1163883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1163886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1163890.250000 Penalty: 4648.613281
	Iteration 27Q: 3 clusters Score -1163890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1163891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1163894.250000 Penalty: 4648.613281
	Iteration 29Q: 3 clusters Score -1163894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1163891.875000 Penalty: 4648.613281
	Iteration 30Q: 3 clusters Score -1163892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1163893.875000 Penalty: 4648.613281
	Iteration 31Q: 3 clusters Score -1163894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1163899.000000 Penalty: 4648.613281
	Iteration 32Q: 3 clusters Score -1163899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1163903.250000 Penalty: 4648.613281
	Iteration 33Q: 3 clusters Score -1163903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1163907.000000 Penalty: 4648.613281
	Iteration 34Q: 3 clusters Score -1163907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1163908.000000 Penalty: 4648.613281
	Iteration 35Q: 3 clusters Score -1163908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1163914.250000 Penalty: 4648.613281
	Iteration 36Q: 3 clusters Score -1163914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1163910.750000 Penalty: 4648.613281
	Iteration 37Q: 3 clusters Score -1163911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1163910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1163912.750000 Penalty: 4648.613281
	Iteration 39Q: 3 clusters Score -1163913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1163915.500000 Penalty: 4648.613281
	Iteration 40F: 3 clusters Score -1163916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1163915.375000 Penalty: 4648.613281
	Iteration 41Q: 3 clusters Score -1163915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1163915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1163917.750000 Penalty: 4648.613281
	Iteration 43Q: 3 clusters Score -1163918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1163917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1163916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1163919.875000 Penalty: 4648.613281
	Iteration 46Q: 3 clusters Score -1163920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1163921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1163918.375000 Penalty: 4648.613281
	Iteration 48Q: 3 clusters Score -1163918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1163920.125000 Penalty: 4648.613281
	Iteration 49Q: 3 clusters Score -1163920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1163917.375000 Penalty: 4648.613281
	Iteration 50Q: 3 clusters Score -1163917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1163922.625000 Penalty: 4648.613281
	Iteration 51Q: 3 clusters Score -1163923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1163921.750000 Penalty: 4648.613281
	Iteration 52Q: 3 clusters Score -1163922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1163924.750000 Penalty: 4648.613281
	Iteration 53Q: 3 clusters Score -1163925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1163929.750000 Penalty: 4648.613281
	Iteration 54Q: 3 clusters Score -1163930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1163931.500000 Penalty: 4648.613281
	Iteration 55Q: 3 clusters Score -1163932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1163932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1163925.875000 Penalty: 4648.613281
	Iteration 57Q: 3 clusters Score -1163926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1163939.125000 Penalty: 4648.613281
	Iteration 58Q: 3 clusters Score -1163939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1163941.000000 Penalty: 4648.613281
	Iteration 59Q: 3 clusters Score -1163941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1163948.750000 Penalty: 4648.613281
	Iteration 60F: 3 clusters Score -1163949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1163950.625000 Penalty: 4648.613281
	Iteration 61Q: 3 clusters Score -1163951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1163955.250000 Penalty: 4648.613281
	Iteration 62Q: 3 clusters Score -1163955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1163961.875000 Penalty: 4648.613281
	Iteration 63Q: 3 clusters Score -1163962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1163968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1163972.750000 Penalty: 4648.613281
	Iteration 65Q: 3 clusters Score -1163973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1163977.375000 Penalty: 4648.613281
	Iteration 66Q: 3 clusters Score -1163977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1163984.875000 Penalty: 4648.613281
	Iteration 67Q: 3 clusters Score -1163985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1163986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1163989.750000 Penalty: 4648.613281
	Iteration 69Q: 3 clusters Score -1163990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1163996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1164005.750000 Penalty: 4648.613281
	Iteration 71Q: 3 clusters Score -1164006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1164013.375000 Penalty: 4648.613281
	Iteration 72Q: 3 clusters Score -1164013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1164024.375000 Penalty: 4648.613281
	Iteration 73Q: 3 clusters Score -1164024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1164037.625000 Penalty: 4648.613281
	Iteration 74Q: 3 clusters Score -1164038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1164050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1164062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1164075.875000 Penalty: 4648.613281
	Iteration 77Q: 3 clusters Score -1164076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1164087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1164101.125000 Penalty: 4648.613281
	Iteration 79Q: 3 clusters Score -1164101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
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Entering Unmasked Estep 
Score: -1164112.875000 Penalty: 4648.613281
	Iteration 80F: 3 clusters Score -1164113 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1164123.000000 Penalty: 4648.613281
	Iteration 81Q: 3 clusters Score -1164123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1164133.125000 Penalty: 4648.613281
	Iteration 82Q: 3 clusters Score -1164133 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1164150.375000 Penalty: 4648.613281
	Iteration 83Q: 3 clusters Score -1164150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1164161.375000 Penalty: 4648.613281
	Iteration 84Q: 3 clusters Score -1164161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1164173.125000 Penalty: 4648.613281
	Iteration 85Q: 3 clusters Score -1164173 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1164189.500000 Penalty: 4648.613281
	Iteration 86Q: 3 clusters Score -1164190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1164199.375000 Penalty: 4648.613281
	Iteration 87Q: 3 clusters Score -1164199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1164217.000000 Penalty: 4648.613281
	Iteration 88Q: 3 clusters Score -1164217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1164235.500000 Penalty: 4648.613281
	Iteration 89Q: 3 clusters Score -1164236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1164247.375000 Penalty: 4648.613281
	Iteration 90Q: 3 clusters Score -1164247 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1164264.125000 Penalty: 4648.613281
	Iteration 91Q: 3 clusters Score -1164264 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1164271.000000 Penalty: 4648.613281
	Iteration 92Q: 3 clusters Score -1164271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1164280.125000 Penalty: 4648.613281
	Iteration 93Q: 3 clusters Score -1164280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1164298.250000 Penalty: 4648.613281
	Iteration 94Q: 3 clusters Score -1164298 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1164312.375000 Penalty: 4648.613281
	Iteration 95Q: 3 clusters Score -1164312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1164328.750000 Penalty: 4648.613281
	Iteration 96Q: 3 clusters Score -1164329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1164336.625000 Penalty: 4648.613281
	Iteration 97Q: 3 clusters Score -1164337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1164341.875000 Penalty: 4648.613281
	Iteration 98Q: 3 clusters Score -1164342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1164349.875000 Penalty: 4648.613281
	Iteration 99Q: 3 clusters Score -1164350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1164357.500000 Penalty: 4648.613281
	Iteration 100F: 3 clusters Score -1164358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1164365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1164371.500000 Penalty: 4648.613281
	Iteration 102Q: 3 clusters Score -1164372 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1164378.750000 Penalty: 4648.613281
	Iteration 103Q: 3 clusters Score -1164379 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1164394.250000 Penalty: 4648.613281
	Iteration 104Q: 3 clusters Score -1164394 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1164402.500000 Penalty: 4648.613281
	Iteration 105Q: 3 clusters Score -1164402 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1164414.500000 Penalty: 4648.613281
	Iteration 106Q: 3 clusters Score -1164414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1164426.500000 Penalty: 4648.613281
	Iteration 107Q: 3 clusters Score -1164426 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1164433 nChanged 20
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Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1164443.500000 Penalty: 4648.613281
	Iteration 109Q: 3 clusters Score -1164444 nChanged 12
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Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1164452.375000 Penalty: 4648.613281
	Iteration 110Q: 3 clusters Score -1164452 nChanged 19
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Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1164456.750000 Penalty: 4648.613281
	Iteration 111Q: 3 clusters Score -1164457 nChanged 13
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Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1164458 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1164466 nChanged 12
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Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1164469 nChanged 10
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Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1164473.875000 Penalty: 4648.613281
	Iteration 115Q: 3 clusters Score -1164474 nChanged 9
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Mstep: Class 1 contains 10727 members 
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Entering Unmasked Estep 
Score: -1164479.250000 Penalty: 4648.613281
	Iteration 116Q: 3 clusters Score -1164479 nChanged 4
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Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1164479 nChanged 4
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Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1164481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1164482.625000 Penalty: 4648.613281
	Iteration 119Q: 3 clusters Score -1164483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1164479.750000 Penalty: 4648.613281
	Iteration 120F: 3 clusters Score -1164480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1164481.875000 Penalty: 4648.613281
	Iteration 121Q: 3 clusters Score -1164482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1164484.125000 Penalty: 4648.613281
	Iteration 122Q: 3 clusters Score -1164484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1164488.250000 Penalty: 4648.613281
	Iteration 123Q: 3 clusters Score -1164488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1164486.875000 Penalty: 4648.613281
	Iteration 124Q: 3 clusters Score -1164487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1164488.375000 Penalty: 4648.613281
	Iteration 125Q: 3 clusters Score -1164488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1164489.875000 Penalty: 4648.613281
	Iteration 126Q: 3 clusters Score -1164490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1164492.125000 Penalty: 4648.613281
	Iteration 127Q: 3 clusters Score -1164492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1164491.000000 Penalty: 4648.613281
	Iteration 128Q: 3 clusters Score -1164491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1164493.750000 Penalty: 4648.613281
	Iteration 129Q: 3 clusters Score -1164494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1164494.750000 Penalty: 4648.613281
	Iteration 130Q: 3 clusters Score -1164495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1164498.000000 Penalty: 4648.613281
	Iteration 131Q: 3 clusters Score -1164498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1164498.375000 Penalty: 4648.613281
	Iteration 132Q: 3 clusters Score -1164498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1164499.250000 Penalty: 4648.613281
	Iteration 133Q: 3 clusters Score -1164499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1164502.125000 Penalty: 4648.613281
	Iteration 134Q: 3 clusters Score -1164502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1164501.500000 Penalty: 4648.613281
	Iteration 135Q: 3 clusters Score -1164502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1164501.750000 Penalty: 4648.613281
	Iteration 136Q: 3 clusters Score -1164502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1164500.875000 Penalty: 4648.613281
	Iteration 137Q: 3 clusters Score -1164501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1164500.875000 Penalty: 4648.613281
	Iteration 138F: 3 clusters Score -1164501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Entering Unmasked Estep 
Score: -8836931.000000 Penalty: 2854.301270
	Iteration 0F: 2 clusters Score -8836931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -8769932.000000 Penalty: 5708.602539
	Iteration 0F: 3 clusters Score -8769932 nChanged 47104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -8797664.000000 Penalty: 5708.602539
	Iteration 1F: 3 clusters Score -8797664 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -8799303.000000 Penalty: 5708.602539
	Iteration 2Q: 3 clusters Score -8799303 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -8801499.000000 Penalty: 5708.602539
	Iteration 3Q: 3 clusters Score -8801499 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -8804214.000000 Penalty: 5708.602539
	Iteration 4F: 3 clusters Score -8804214 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -8807359.000000 Penalty: 5708.602539
	Iteration 5F: 3 clusters Score -8807359 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -8810937.000000 Penalty: 5708.602539
	Iteration 6F: 3 clusters Score -8810937 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8814707.000000 Penalty: 5708.602539
	Iteration 7F: 3 clusters Score -8814707 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -8818241.000000 Penalty: 5708.602539
	Iteration 8F: 3 clusters Score -8818241 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -8820899.000000 Penalty: 5708.602539
	Iteration 9Q: 3 clusters Score -8820899 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -8823120.000000 Penalty: 5708.602539
	Iteration 10Q: 3 clusters Score -8823120 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -8824835.000000 Penalty: 5708.602539
	Iteration 11Q: 3 clusters Score -8824835 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -8826228.000000 Penalty: 5708.602539
	Iteration 12Q: 3 clusters Score -8826228 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -8827391.000000 Penalty: 5708.602539
	Iteration 13Q: 3 clusters Score -8827391 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -8828511.000000 Penalty: 5708.602539
	Iteration 14Q: 3 clusters Score -8828511 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -8829677.000000 Penalty: 5708.602539
	Iteration 15Q: 3 clusters Score -8829677 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -8830739.000000 Penalty: 5708.602539
	Iteration 16Q: 3 clusters Score -8830739 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -8831737.000000 Penalty: 5708.602539
	Iteration 17Q: 3 clusters Score -8831737 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -8832588.000000 Penalty: 5708.602539
	Iteration 18Q: 3 clusters Score -8832588 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -8833224.000000 Penalty: 5708.602539
	Iteration 19Q: 3 clusters Score -8833224 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -8833726.000000 Penalty: 5708.602539
	Iteration 20F: 3 clusters Score -8833726 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -8834089.000000 Penalty: 5708.602539
	Iteration 21Q: 3 clusters Score -8834089 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -8834333.000000 Penalty: 5708.602539
	Iteration 22Q: 3 clusters Score -8834333 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -8834500.000000 Penalty: 5708.602539
	Iteration 23Q: 3 clusters Score -8834500 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 96880 members 
Entering Unmasked Estep 
Score: -8834599.000000 Penalty: 5708.602539
	Iteration 24Q: 3 clusters Score -8834599 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -8834682.000000 Penalty: 5708.602539
	Iteration 25Q: 3 clusters Score -8834682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -8834784.000000 Penalty: 5708.602539
	Iteration 26Q: 3 clusters Score -8834784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -8834821.000000 Penalty: 5708.602539
	Iteration 27Q: 3 clusters Score -8834821 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -8834865.000000 Penalty: 5708.602539
	Iteration 28Q: 3 clusters Score -8834865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -8834899.000000 Penalty: 5708.602539
	Iteration 29Q: 3 clusters Score -8834899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -8834931.000000 Penalty: 5708.602539
	Iteration 30Q: 3 clusters Score -8834931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -8834960.000000 Penalty: 5708.602539
	Iteration 31Q: 3 clusters Score -8834960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -8834966.000000 Penalty: 5708.602539
	Iteration 32Q: 3 clusters Score -8834966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -8834973.000000 Penalty: 5708.602539
	Iteration 33Q: 3 clusters Score -8834973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -8834985.000000 Penalty: 5708.602539
	Iteration 34Q: 3 clusters Score -8834985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -8834999.000000 Penalty: 5708.602539
	Iteration 35Q: 3 clusters Score -8834999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -8835003.000000 Penalty: 5708.602539
	Iteration 36Q: 3 clusters Score -8835003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -8835009.000000 Penalty: 5708.602539
	Iteration 37Q: 3 clusters Score -8835009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -8835009.000000 Penalty: 5708.602539
	Iteration 38Q: 3 clusters Score -8835009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -8835006.000000 Penalty: 5708.602539
	Iteration 39Q: 3 clusters Score -8835006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -8835007.000000 Penalty: 5708.602539
	Iteration 40F: 3 clusters Score -8835007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -8835008.000000 Penalty: 5708.602539
	Iteration 41Q: 3 clusters Score -8835008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -8835010.000000 Penalty: 5708.602539
	Iteration 42Q: 3 clusters Score -8835010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -8835005.000000 Penalty: 5708.602539
	Iteration 43Q: 3 clusters Score -8835005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -8835001.000000 Penalty: 5708.602539
	Iteration 44Q: 3 clusters Score -8835001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -8835011.000000 Penalty: 5708.602539
	Iteration 45Q: 3 clusters Score -8835011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -8835018.000000 Penalty: 5708.602539
	Iteration 46Q: 3 clusters Score -8835018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -8835015.000000 Penalty: 5708.602539
	Iteration 47Q: 3 clusters Score -8835015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -8835018.000000 Penalty: 5708.602539
	Iteration 48Q: 3 clusters Score -8835018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -8835017.000000 Penalty: 5708.602539
	Iteration 49Q: 3 clusters Score -8835017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -8835020.000000 Penalty: 5708.602539
	Iteration 50Q: 3 clusters Score -8835020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -8835015.000000 Penalty: 5708.602539
	Iteration 51Q: 3 clusters Score -8835015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -8835030.000000 Penalty: 5708.602539
	Iteration 52Q: 3 clusters Score -8835030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -8835023.000000 Penalty: 5708.602539
	Iteration 53Q: 3 clusters Score -8835023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -8835025.000000 Penalty: 5708.602539
	Iteration 54Q: 3 clusters Score -8835025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -8835026.000000 Penalty: 5708.602539
	Iteration 55Q: 3 clusters Score -8835026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -8835027.000000 Penalty: 5708.602539
	Iteration 56Q: 3 clusters Score -8835027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -8835027.000000 Penalty: 5708.602539
	Iteration 57Q: 3 clusters Score -8835027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -8835027.000000 Penalty: 5708.602539
	Iteration 58Q: 3 clusters Score -8835027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -8835027.000000 Penalty: 5708.602539
	Iteration 59Q: 3 clusters Score -8835027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -8835027.000000 Penalty: 5708.602539
	Iteration 60F: 3 clusters Score -8835027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1294685.125000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1294685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1285172.750000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1285173 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1288096.250000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1288096 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1288391.625000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1288392 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1288613.125000 Penalty: 4693.322266
	Iteration 3Q: 3 clusters Score -1288613 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1288760.000000 Penalty: 4693.322266
	Iteration 4Q: 3 clusters Score -1288760 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1288875.250000 Penalty: 4693.322266
	Iteration 5Q: 3 clusters Score -1288875 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1288961.125000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1288961 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1289021.250000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1289021 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1289079.875000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1289080 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1289137.875000 Penalty: 4693.322266
	Iteration 9Q: 3 clusters Score -1289138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1289185.125000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1289185 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1289235.125000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1289235 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1289291.000000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1289291 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1289334.750000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1289335 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1289380.000000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1289380 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1289427.250000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1289427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1289488.500000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1289488 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1289558.500000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1289558 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1289641.500000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1289642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1289756.875000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1289757 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1289885.500000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1289886 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1290041.125000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1290041 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1290204.875000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1290205 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1290385.500000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1290386 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1290582.750000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1290583 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1290759.000000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1290759 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1290909.000000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1290909 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1291062.750000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1291063 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1291207.500000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1291208 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1291357.000000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1291357 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1291507.500000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1291508 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1291646.750000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1291647 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1291803.375000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1291803 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1291939.750000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1291940 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1292067.125000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1292067 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1292166.875000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1292167 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1292249.875000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1292250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1292318.625000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1292319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1292395.000000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1292395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1292447.875000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1292448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1292485.625000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1292486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1292517.625000 Penalty: 4693.322266
	Iteration 41Q: 3 clusters Score -1292518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1292536.625000 Penalty: 4693.322266
	Iteration 42Q: 3 clusters Score -1292537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1292555.625000 Penalty: 4693.322266
	Iteration 43Q: 3 clusters Score -1292556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1292571.000000 Penalty: 4693.322266
	Iteration 44Q: 3 clusters Score -1292571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1292594.375000 Penalty: 4693.322266
	Iteration 45Q: 3 clusters Score -1292594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1292607.125000 Penalty: 4693.322266
	Iteration 46Q: 3 clusters Score -1292607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1292617.000000 Penalty: 4693.322266
	Iteration 47Q: 3 clusters Score -1292617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1292628.875000 Penalty: 4693.322266
	Iteration 48Q: 3 clusters Score -1292629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1292638.000000 Penalty: 4693.322266
	Iteration 49Q: 3 clusters Score -1292638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1292647.625000 Penalty: 4693.322266
	Iteration 50Q: 3 clusters Score -1292648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1292658.250000 Penalty: 4693.322266
	Iteration 51Q: 3 clusters Score -1292658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1292667.125000 Penalty: 4693.322266
	Iteration 52Q: 3 clusters Score -1292667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1292675.875000 Penalty: 4693.322266
	Iteration 53Q: 3 clusters Score -1292676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1292684.375000 Penalty: 4693.322266
	Iteration 54Q: 3 clusters Score -1292684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1292687.250000 Penalty: 4693.322266
	Iteration 55Q: 3 clusters Score -1292687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1292689.000000 Penalty: 4693.322266
	Iteration 56Q: 3 clusters Score -1292689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1292693.125000 Penalty: 4693.322266
	Iteration 57Q: 3 clusters Score -1292693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1292693.625000 Penalty: 4693.322266
	Iteration 58Q: 3 clusters Score -1292694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1292700.375000 Penalty: 4693.322266
	Iteration 59Q: 3 clusters Score -1292700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1292707.625000 Penalty: 4693.322266
	Iteration 60F: 3 clusters Score -1292708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1292711.000000 Penalty: 4693.322266
	Iteration 61Q: 3 clusters Score -1292711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1292717.125000 Penalty: 4693.322266
	Iteration 62Q: 3 clusters Score -1292717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1292721.875000 Penalty: 4693.322266
	Iteration 63Q: 3 clusters Score -1292722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1292723.750000 Penalty: 4693.322266
	Iteration 64Q: 3 clusters Score -1292724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1292726.875000 Penalty: 4693.322266
	Iteration 65Q: 3 clusters Score -1292727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1292727.875000 Penalty: 4693.322266
	Iteration 66Q: 3 clusters Score -1292728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1292727.750000 Penalty: 4693.322266
	Iteration 67Q: 3 clusters Score -1292728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1292727.750000 Penalty: 4693.322266
	Iteration 68F: 3 clusters Score -1292728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -217137.250000 Penalty: 1931.167725
	Iteration 0F: 2 clusters Score -217137.2 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 1214 members 
Entering Unmasked Estep 
Score: -214211.015625 Penalty: 3862.335449
	Iteration 0F: 3 clusters Score -214211 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214760.109375 Penalty: 3862.335449
	Iteration 1F: 3 clusters Score -214760.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -214942.078125 Penalty: 3862.335449
	Iteration 2F: 3 clusters Score -214942.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -215029.250000 Penalty: 3862.335449
	Iteration 3F: 3 clusters Score -215029.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215081.796875 Penalty: 3862.335449
	Iteration 4Q: 3 clusters Score -215081.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -215133.625000 Penalty: 3862.335449
	Iteration 5Q: 3 clusters Score -215133.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -215178.796875 Penalty: 3862.335449
	Iteration 6Q: 3 clusters Score -215178.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215207.156250 Penalty: 3862.335449
	Iteration 7Q: 3 clusters Score -215207.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -215234.734375 Penalty: 3862.335449
	Iteration 8Q: 3 clusters Score -215234.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -215260.031250 Penalty: 3862.335449
	Iteration 9Q: 3 clusters Score -215260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -215278.328125 Penalty: 3862.335449
	Iteration 10Q: 3 clusters Score -215278.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215304.750000 Penalty: 3862.335449
	Iteration 11Q: 3 clusters Score -215304.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -215329.187500 Penalty: 3862.335449
	Iteration 12Q: 3 clusters Score -215329.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215352.656250 Penalty: 3862.335449
	Iteration 13Q: 3 clusters Score -215352.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -215373.921875 Penalty: 3862.335449
	Iteration 14Q: 3 clusters Score -215373.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -215388.781250 Penalty: 3862.335449
	Iteration 15Q: 3 clusters Score -215388.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -215404.406250 Penalty: 3862.335449
	Iteration 16Q: 3 clusters Score -215404.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -215420.921875 Penalty: 3862.335449
	Iteration 17Q: 3 clusters Score -215420.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -215434.875000 Penalty: 3862.335449
	Iteration 18Q: 3 clusters Score -215434.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -215454.468750 Penalty: 3862.335449
	Iteration 19Q: 3 clusters Score -215454.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215470.343750 Penalty: 3862.335449
	Iteration 20F: 3 clusters Score -215470.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215486.953125 Penalty: 3862.335449
	Iteration 21Q: 3 clusters Score -215487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215508.593750 Penalty: 3862.335449
	Iteration 22Q: 3 clusters Score -215508.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -215528.359375 Penalty: 3862.335449
	Iteration 23Q: 3 clusters Score -215528.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215548.656250 Penalty: 3862.335449
	Iteration 24Q: 3 clusters Score -215548.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -215564.062500 Penalty: 3862.335449
	Iteration 25Q: 3 clusters Score -215564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -215577.765625 Penalty: 3862.335449
	Iteration 26Q: 3 clusters Score -215577.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -215595.953125 Penalty: 3862.335449
	Iteration 27Q: 3 clusters Score -215596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -215619.203125 Penalty: 3862.335449
	Iteration 28Q: 3 clusters Score -215619.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -215637.593750 Penalty: 3862.335449
	Iteration 29Q: 3 clusters Score -215637.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -215661.734375 Penalty: 3862.335449
	Iteration 30Q: 3 clusters Score -215661.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215685.921875 Penalty: 3862.335449
	Iteration 31Q: 3 clusters Score -215685.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -215722.125000 Penalty: 3862.335449
	Iteration 32Q: 3 clusters Score -215722.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -215785.312500 Penalty: 3862.335449
	Iteration 33Q: 3 clusters Score -215785.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -215849.046875 Penalty: 3862.335449
	Iteration 34Q: 3 clusters Score -215849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -215911.359375 Penalty: 3862.335449
	Iteration 35Q: 3 clusters Score -215911.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215983.812500 Penalty: 3862.335449
	Iteration 36Q: 3 clusters Score -215983.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216054.171875 Penalty: 3862.335449
	Iteration 37Q: 3 clusters Score -216054.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -216126.750000 Penalty: 3862.335449
	Iteration 38Q: 3 clusters Score -216126.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -216208.203125 Penalty: 3862.335449
	Iteration 39Q: 3 clusters Score -216208.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -216276.984375 Penalty: 3862.335449
	Iteration 40F: 3 clusters Score -216277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -216330.937500 Penalty: 3862.335449
	Iteration 41Q: 3 clusters Score -216330.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -216370.406250 Penalty: 3862.335449
	Iteration 42Q: 3 clusters Score -216370.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -216400.546875 Penalty: 3862.335449
	Iteration 43Q: 3 clusters Score -216400.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -216413.343750 Penalty: 3862.335449
	Iteration 44Q: 3 clusters Score -216413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216422.281250 Penalty: 3862.335449
	Iteration 45Q: 3 clusters Score -216422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -216424.234375 Penalty: 3862.335449
	Iteration 46Q: 3 clusters Score -216424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -216426.156250 Penalty: 3862.335449
	Iteration 47Q: 3 clusters Score -216426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -216428.656250 Penalty: 3862.335449
	Iteration 48Q: 3 clusters Score -216428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -216431.234375 Penalty: 3862.335449
	Iteration 49Q: 3 clusters Score -216431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -216434.281250 Penalty: 3862.335449
	Iteration 50Q: 3 clusters Score -216434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -216435.593750 Penalty: 3862.335449
	Iteration 51Q: 3 clusters Score -216435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -216435.593750 Penalty: 3862.335449
	Iteration 52F: 3 clusters Score -216435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -202185.562500 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -202185.6 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 1089 members 
Entering Unmasked Estep 
Score: -199405.437500 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -199405.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -199949.234375 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -199949.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200161.812500 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -200161.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -200395.937500 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -200395.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200603.296875 Penalty: 3820.467773
	Iteration 4F: 3 clusters Score -200603.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -200803.984375 Penalty: 3820.467773
	Iteration 5F: 3 clusters Score -200804 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -200986.046875 Penalty: 3820.467773
	Iteration 6F: 3 clusters Score -200986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -201121.203125 Penalty: 3820.467773
	Iteration 7F: 3 clusters Score -201121.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -201182.406250 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -201182.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -201212.875000 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -201212.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -201226.093750 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -201226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -201235.562500 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -201235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -201248.031250 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -201248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -201259.765625 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -201259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -201271.046875 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -201271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -201279.578125 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -201279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -201284.953125 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -201285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -201287.765625 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -201287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -201289.656250 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -201289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -201290.312500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -201290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -201293.062500 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -201293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -201296.671875 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -201296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -201299.781250 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -201299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -201304.437500 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -201304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -201307.390625 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -201307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -201309.843750 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -201309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -201311.703125 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -201311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201312.265625 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -201312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201312.265625 Penalty: 3820.467773
	Iteration 28F: 3 clusters Score -201312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -367112.156250 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -367112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -363369.562500 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -363369.6 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -364164.562500 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -364164.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -364349.125000 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -364349.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -364449.687500 Penalty: 4090.751221
	Iteration 3Q: 3 clusters Score -364449.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -364518.406250 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -364518.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -364574.750000 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -364574.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -364635.000000 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -364635 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -364680.562500 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -364680.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -364727.437500 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -364727.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -364774.531250 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -364774.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -364816.843750 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -364816.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -364846.656250 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -364846.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -364881.156250 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -364881.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -364915.625000 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -364915.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -364948.468750 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -364948.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -364974.093750 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -364974.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -365000.562500 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -365000.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -365030.062500 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -365030.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -365054.875000 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -365054.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -365081.968750 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -365082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -365114.093750 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -365114.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -365141.437500 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -365141.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -365164.875000 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -365164.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365181.937500 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -365181.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -365197.937500 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -365197.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -365209.906250 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -365209.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -365219.281250 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -365219.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -365231.562500 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -365231.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -365242.906250 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -365242.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -365250.593750 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -365250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -365257.187500 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -365257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -365262.031250 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -365262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -365266.125000 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -365266.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -365270.937500 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -365270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -365273.093750 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -365273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -365275.937500 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -365275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -365276.468750 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -365276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -365276.718750 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -365276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -365276.718750 Penalty: 4090.751221
	Iteration 38F: 3 clusters Score -365276.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -254579.562500 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -254579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -251415.500000 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -251415.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -252206.421875 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -252206.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -252532.421875 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -252532.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -252732.468750 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -252732.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -252885.406250 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -252885.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -253037.546875 Penalty: 3956.050537
	Iteration 5F: 3 clusters Score -253037.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -253169.343750 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -253169.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -253270.953125 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -253271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -253353.000000 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -253353 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -253425.031250 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -253425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -253468.671875 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -253468.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -253508.093750 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -253508.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -253550.828125 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -253550.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -253594.656250 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -253594.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -253631.203125 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -253631.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -253658.468750 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -253658.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -253675.921875 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -253675.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -253685.359375 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -253685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -253695.265625 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -253695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -253707.703125 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -253707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -253716.296875 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -253716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -253720.437500 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -253720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -253720.953125 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -253721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -253721.843750 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -253721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -253722.625000 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -253722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -253722.625000 Penalty: 3956.050537
	Iteration 25F: 3 clusters Score -253722.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -519150.312500 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -519150.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -514440.218750 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -514440.2 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -515637.375000 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -515637.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -515883.125000 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -515883.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -516049.593750 Penalty: 4253.148438
	Iteration 3F: 3 clusters Score -516049.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -516228.468750 Penalty: 4253.148438
	Iteration 4Q: 3 clusters Score -516228.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -516421.781250 Penalty: 4253.148438
	Iteration 5Q: 3 clusters Score -516421.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -516656.718750 Penalty: 4253.148438
	Iteration 6F: 3 clusters Score -516656.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -516860.625000 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -516860.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -517018.312500 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -517018.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -517148.875000 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -517148.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -517242.937500 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -517242.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -517302.625000 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -517302.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -517343.093750 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -517343.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -517377.906250 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -517377.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -517401.062500 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -517401.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -517416.875000 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -517416.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -517428.093750 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -517428.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -517440.468750 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -517440.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -517448.343750 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -517448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -517453.781250 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -517453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -517458.343750 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -517458.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -517463.718750 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -517463.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -517469.750000 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -517469.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -517477.031250 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -517477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -517483.468750 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -517483.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -517494.718750 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -517494.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -517508.062500 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -517508.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -517518.687500 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -517518.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -517529.625000 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -517529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -517535.062500 Penalty: 4253.148438
	Iteration 29Q: 3 clusters Score -517535.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -517546.156250 Penalty: 4253.148438
	Iteration 30Q: 3 clusters Score -517546.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -517555.000000 Penalty: 4253.148438
	Iteration 31Q: 3 clusters Score -517555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -517566.843750 Penalty: 4253.148438
	Iteration 32Q: 3 clusters Score -517566.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -517576.968750 Penalty: 4253.148438
	Iteration 33Q: 3 clusters Score -517577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -517592.875000 Penalty: 4253.148438
	Iteration 34Q: 3 clusters Score -517592.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -517607.218750 Penalty: 4253.148438
	Iteration 35Q: 3 clusters Score -517607.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -517626.281250 Penalty: 4253.148438
	Iteration 36Q: 3 clusters Score -517626.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -517636.750000 Penalty: 4253.148438
	Iteration 37Q: 3 clusters Score -517636.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -517650.187500 Penalty: 4253.148438
	Iteration 38Q: 3 clusters Score -517650.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -517669.656250 Penalty: 4253.148438
	Iteration 39Q: 3 clusters Score -517669.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -517689.093750 Penalty: 4253.148438
	Iteration 40F: 3 clusters Score -517689.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -517702.562500 Penalty: 4253.148438
	Iteration 41Q: 3 clusters Score -517702.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -517719.812500 Penalty: 4253.148438
	Iteration 42Q: 3 clusters Score -517719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -517730.187500 Penalty: 4253.148438
	Iteration 43Q: 3 clusters Score -517730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -517737.625000 Penalty: 4253.148438
	Iteration 44Q: 3 clusters Score -517737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -517743.312500 Penalty: 4253.148438
	Iteration 45Q: 3 clusters Score -517743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -517746.812500 Penalty: 4253.148438
	Iteration 46Q: 3 clusters Score -517746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -517749.750000 Penalty: 4253.148438
	Iteration 47Q: 3 clusters Score -517749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -517753.156250 Penalty: 4253.148438
	Iteration 48Q: 3 clusters Score -517753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -517756.656250 Penalty: 4253.148438
	Iteration 49Q: 3 clusters Score -517756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -517761.250000 Penalty: 4253.148438
	Iteration 50Q: 3 clusters Score -517761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -517764.875000 Penalty: 4253.148438
	Iteration 51Q: 3 clusters Score -517764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -517769.031250 Penalty: 4253.148438
	Iteration 52Q: 3 clusters Score -517769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -517773.093750 Penalty: 4253.148438
	Iteration 53Q: 3 clusters Score -517773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -517777.500000 Penalty: 4253.148438
	Iteration 54Q: 3 clusters Score -517777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -517782.968750 Penalty: 4253.148438
	Iteration 55Q: 3 clusters Score -517783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -517790.562500 Penalty: 4253.148438
	Iteration 56Q: 3 clusters Score -517790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -517799.750000 Penalty: 4253.148438
	Iteration 57Q: 3 clusters Score -517799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -517803.500000 Penalty: 4253.148438
	Iteration 58Q: 3 clusters Score -517803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -517805.968750 Penalty: 4253.148438
	Iteration 59Q: 3 clusters Score -517806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -517807.812500 Penalty: 4253.148438
	Iteration 60F: 3 clusters Score -517807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -517808.687500 Penalty: 4253.148438
	Iteration 61Q: 3 clusters Score -517808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -517808.687500 Penalty: 4253.148438
	Iteration 62Q: 3 clusters Score -517808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -517809.156250 Penalty: 4253.148438
	Iteration 63Q: 3 clusters Score -517809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -517809.687500 Penalty: 4253.148438
	Iteration 64Q: 3 clusters Score -517809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -517813.000000 Penalty: 4253.148438
	Iteration 65Q: 3 clusters Score -517813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -517814.468750 Penalty: 4253.148438
	Iteration 66Q: 3 clusters Score -517814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -517814.468750 Penalty: 4253.148438
	Iteration 67F: 3 clusters Score -517814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1092561.000000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1092561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1084355.500000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1084356 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1086714.250000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1086714 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1086978.375000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1086978 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1087215.500000 Penalty: 4607.052246
	Iteration 3Q: 3 clusters Score -1087216 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1087463.250000 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1087463 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1087710.125000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1087710 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1088001.500000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1088002 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1088354.875000 Penalty: 4607.052246
	Iteration 7F: 3 clusters Score -1088355 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1088771.000000 Penalty: 4607.052246
	Iteration 8F: 3 clusters Score -1088771 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1089198.750000 Penalty: 4607.052246
	Iteration 9F: 3 clusters Score -1089199 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1089572.500000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1089572 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1089885.625000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1089886 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1090124.625000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1090125 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1090296.625000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1090297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1090405.250000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1090405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1090487.750000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1090488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1090571.000000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1090571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1090636.375000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1090636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1090665.625000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1090666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1090689.875000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1090690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1090710.625000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1090711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1090732.500000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1090732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1090761.000000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1090761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1090778.125000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1090778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1090783.125000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1090783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1090782.875000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1090783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1090786.875000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1090787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1090790.250000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1090790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1090793.750000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1090794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1090794.750000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1090795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1090798.750000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1090799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1090801.875000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1090802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1090801.875000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1090802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1090805.500000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1090806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1090808.000000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1090808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1090808.375000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1090808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1090808.375000 Penalty: 4607.052246
	Iteration 36F: 3 clusters Score -1090808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Entering Unmasked Estep 
Score: -8262879.000000 Penalty: 2814.056152
	Iteration 0F: 2 clusters Score -8262879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8206068.500000 Penalty: 5628.112305
	Iteration 0F: 3 clusters Score -8206068 nChanged 39911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8228737.000000 Penalty: 5628.112305
	Iteration 1F: 3 clusters Score -8228737 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8229468.500000 Penalty: 5628.112305
	Iteration 2Q: 3 clusters Score -8229468 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8230317.000000 Penalty: 5628.112305
	Iteration 3Q: 3 clusters Score -8230317 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -8231377.000000 Penalty: 5628.112305
	Iteration 4Q: 3 clusters Score -8231377 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -8232984.000000 Penalty: 5628.112305
	Iteration 5Q: 3 clusters Score -8232984 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -8235619.500000 Penalty: 5628.112305
	Iteration 6F: 3 clusters Score -8235620 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -8240023.000000 Penalty: 5628.112305
	Iteration 7F: 3 clusters Score -8240023 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -8245872.000000 Penalty: 5628.112305
	Iteration 8F: 3 clusters Score -8245872 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -8252010.000000 Penalty: 5628.112305
	Iteration 9F: 3 clusters Score -8252010 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -8256434.500000 Penalty: 5628.112305
	Iteration 10F: 3 clusters Score -8256434 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -8258728.000000 Penalty: 5628.112305
	Iteration 11Q: 3 clusters Score -8258728 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -8259663.000000 Penalty: 5628.112305
	Iteration 12Q: 3 clusters Score -8259663 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -8260041.000000 Penalty: 5628.112305
	Iteration 13Q: 3 clusters Score -8260041 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -8260187.500000 Penalty: 5628.112305
	Iteration 14Q: 3 clusters Score -8260188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -8260279.000000 Penalty: 5628.112305
	Iteration 15Q: 3 clusters Score -8260279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -8260326.000000 Penalty: 5628.112305
	Iteration 16Q: 3 clusters Score -8260326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -8260364.500000 Penalty: 5628.112305
	Iteration 17Q: 3 clusters Score -8260364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -8260390.000000 Penalty: 5628.112305
	Iteration 18Q: 3 clusters Score -8260390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -8260399.000000 Penalty: 5628.112305
	Iteration 19Q: 3 clusters Score -8260399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -8260415.500000 Penalty: 5628.112305
	Iteration 20F: 3 clusters Score -8260416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -8260426.500000 Penalty: 5628.112305
	Iteration 21Q: 3 clusters Score -8260426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -8260436.000000 Penalty: 5628.112305
	Iteration 22Q: 3 clusters Score -8260436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -8260439.500000 Penalty: 5628.112305
	Iteration 23Q: 3 clusters Score -8260440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -8260445.500000 Penalty: 5628.112305
	Iteration 24Q: 3 clusters Score -8260446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -8260445.000000 Penalty: 5628.112305
	Iteration 25Q: 3 clusters Score -8260445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -8260446.500000 Penalty: 5628.112305
	Iteration 26Q: 3 clusters Score -8260446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -8260441.000000 Penalty: 5628.112305
	Iteration 27Q: 3 clusters Score -8260441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -8260446.500000 Penalty: 5628.112305
	Iteration 28Q: 3 clusters Score -8260446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -8260446.500000 Penalty: 5628.112305
	Iteration 29F: 3 clusters Score -8260446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -288230.125000 Penalty: 1988.210327
	Iteration 0F: 2 clusters Score -288230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284920.656250 Penalty: 3976.420654
	Iteration 0F: 3 clusters Score -284920.7 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -285593.281250 Penalty: 3976.420654
	Iteration 1F: 3 clusters Score -285593.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -285748.906250 Penalty: 3976.420654
	Iteration 2F: 3 clusters Score -285748.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -285828.312500 Penalty: 3976.420654
	Iteration 3Q: 3 clusters Score -285828.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -285876.656250 Penalty: 3976.420654
	Iteration 4Q: 3 clusters Score -285876.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285922.906250 Penalty: 3976.420654
	Iteration 5Q: 3 clusters Score -285922.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -285962.406250 Penalty: 3976.420654
	Iteration 6Q: 3 clusters Score -285962.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -285989.968750 Penalty: 3976.420654
	Iteration 7Q: 3 clusters Score -285990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286007.093750 Penalty: 3976.420654
	Iteration 8Q: 3 clusters Score -286007.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -286016.906250 Penalty: 3976.420654
	Iteration 9Q: 3 clusters Score -286016.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -286028.125000 Penalty: 3976.420654
	Iteration 10Q: 3 clusters Score -286028.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -286036.062500 Penalty: 3976.420654
	Iteration 11Q: 3 clusters Score -286036.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -286042.937500 Penalty: 3976.420654
	Iteration 12Q: 3 clusters Score -286042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -286048.906250 Penalty: 3976.420654
	Iteration 13Q: 3 clusters Score -286048.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -286054.156250 Penalty: 3976.420654
	Iteration 14Q: 3 clusters Score -286054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -286058.250000 Penalty: 3976.420654
	Iteration 15Q: 3 clusters Score -286058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -286061.718750 Penalty: 3976.420654
	Iteration 16Q: 3 clusters Score -286061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -286065.531250 Penalty: 3976.420654
	Iteration 17Q: 3 clusters Score -286065.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -286068.781250 Penalty: 3976.420654
	Iteration 18Q: 3 clusters Score -286068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -286072.656250 Penalty: 3976.420654
	Iteration 19Q: 3 clusters Score -286072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -286078.031250 Penalty: 3976.420654
	Iteration 20F: 3 clusters Score -286078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -286080.437500 Penalty: 3976.420654
	Iteration 21Q: 3 clusters Score -286080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -286081.468750 Penalty: 3976.420654
	Iteration 22Q: 3 clusters Score -286081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -286081.906250 Penalty: 3976.420654
	Iteration 23Q: 3 clusters Score -286081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -286082.812500 Penalty: 3976.420654
	Iteration 24Q: 3 clusters Score -286082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -286082.812500 Penalty: 3976.420654
	Iteration 25F: 3 clusters Score -286082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -103930.281250 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -103930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101887.984375 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -101888 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102170.406250 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -102170.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102242.523438 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -102242.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102282.843750 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -102282.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102308.718750 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -102308.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102324.156250 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -102324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102338.992188 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -102339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102350.773438 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -102350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102356.101562 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -102356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102356.812500 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -102356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102356.812500 Penalty: 3485.107666
	Iteration 10F: 3 clusters Score -102356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -388770.281250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -388770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -384809.468750 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -384809.5 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -385691.437500 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -385691.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -385938.468750 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -385938.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -386095.968750 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -386096 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -386235.125000 Penalty: 4122.453613
	Iteration 4Q: 3 clusters Score -386235.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -386363.406250 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -386363.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -386487.031250 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -386487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -386609.781250 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -386609.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -386740.562500 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -386740.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -386869.250000 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -386869.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -386965.093750 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -386965.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -387038.531250 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -387038.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -387107.000000 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -387107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -387153.062500 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -387153.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -387192.156250 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -387192.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -387215.250000 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -387215.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -387224.625000 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -387224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -387231.625000 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -387231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -387235.000000 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -387235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -387237.656250 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -387237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -387241.312500 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -387241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -387242.593750 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -387242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -387242.937500 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -387242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -387243.031250 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -387243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -387243.031250 Penalty: 4122.453613
	Iteration 24F: 3 clusters Score -387243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -511557.031250 Penalty: 2167.365234
	Iteration 0F: 2 clusters Score -511557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -506364.500000 Penalty: 4334.730469
	Iteration 0F: 3 clusters Score -506364.5 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -507809.875000 Penalty: 4334.730469
	Iteration 1F: 3 clusters Score -507809.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -508114.750000 Penalty: 4334.730469
	Iteration 2F: 3 clusters Score -508114.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -508343.843750 Penalty: 4334.730469
	Iteration 3F: 3 clusters Score -508343.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -508525.125000 Penalty: 4334.730469
	Iteration 4Q: 3 clusters Score -508525.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -508681.937500 Penalty: 4334.730469
	Iteration 5Q: 3 clusters Score -508681.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -508818.562500 Penalty: 4334.730469
	Iteration 6Q: 3 clusters Score -508818.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -508925.812500 Penalty: 4334.730469
	Iteration 7Q: 3 clusters Score -508925.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -509028.781250 Penalty: 4334.730469
	Iteration 8Q: 3 clusters Score -509028.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -509089.125000 Penalty: 4334.730469
	Iteration 9Q: 3 clusters Score -509089.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -509149.843750 Penalty: 4334.730469
	Iteration 10Q: 3 clusters Score -509149.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -509204.000000 Penalty: 4334.730469
	Iteration 11Q: 3 clusters Score -509204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -509243.375000 Penalty: 4334.730469
	Iteration 12Q: 3 clusters Score -509243.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -509284.312500 Penalty: 4334.730469
	Iteration 13Q: 3 clusters Score -509284.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -509322.406250 Penalty: 4334.730469
	Iteration 14Q: 3 clusters Score -509322.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -509355.437500 Penalty: 4334.730469
	Iteration 15Q: 3 clusters Score -509355.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -509384.531250 Penalty: 4334.730469
	Iteration 16Q: 3 clusters Score -509384.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -509408.406250 Penalty: 4334.730469
	Iteration 17Q: 3 clusters Score -509408.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -509432.312500 Penalty: 4334.730469
	Iteration 18Q: 3 clusters Score -509432.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -509455.781250 Penalty: 4334.730469
	Iteration 19Q: 3 clusters Score -509455.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -509473.843750 Penalty: 4334.730469
	Iteration 20F: 3 clusters Score -509473.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -509492.875000 Penalty: 4334.730469
	Iteration 21Q: 3 clusters Score -509492.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -509508.843750 Penalty: 4334.730469
	Iteration 22Q: 3 clusters Score -509508.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -509524.718750 Penalty: 4334.730469
	Iteration 23Q: 3 clusters Score -509524.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -509543.937500 Penalty: 4334.730469
	Iteration 24Q: 3 clusters Score -509543.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -509560.125000 Penalty: 4334.730469
	Iteration 25Q: 3 clusters Score -509560.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -509578.281250 Penalty: 4334.730469
	Iteration 26Q: 3 clusters Score -509578.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -509594.875000 Penalty: 4334.730469
	Iteration 27Q: 3 clusters Score -509594.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -509608.062500 Penalty: 4334.730469
	Iteration 28Q: 3 clusters Score -509608.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -509619.937500 Penalty: 4334.730469
	Iteration 29Q: 3 clusters Score -509619.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -509633.750000 Penalty: 4334.730469
	Iteration 30Q: 3 clusters Score -509633.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -509644.562500 Penalty: 4334.730469
	Iteration 31Q: 3 clusters Score -509644.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -509650.812500 Penalty: 4334.730469
	Iteration 32Q: 3 clusters Score -509650.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -509658.000000 Penalty: 4334.730469
	Iteration 33Q: 3 clusters Score -509658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -509663.031250 Penalty: 4334.730469
	Iteration 34Q: 3 clusters Score -509663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -509667.218750 Penalty: 4334.730469
	Iteration 35Q: 3 clusters Score -509667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -509670.875000 Penalty: 4334.730469
	Iteration 36Q: 3 clusters Score -509670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -509673.468750 Penalty: 4334.730469
	Iteration 37Q: 3 clusters Score -509673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -509680.093750 Penalty: 4334.730469
	Iteration 38Q: 3 clusters Score -509680.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -509692.375000 Penalty: 4334.730469
	Iteration 39Q: 3 clusters Score -509692.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -509702.343750 Penalty: 4334.730469
	Iteration 40F: 3 clusters Score -509702.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -509707.343750 Penalty: 4334.730469
	Iteration 41Q: 3 clusters Score -509707.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -509712.125000 Penalty: 4334.730469
	Iteration 42Q: 3 clusters Score -509712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -509717.062500 Penalty: 4334.730469
	Iteration 43Q: 3 clusters Score -509717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -509721.625000 Penalty: 4334.730469
	Iteration 44Q: 3 clusters Score -509721.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -509727.656250 Penalty: 4334.730469
	Iteration 45Q: 3 clusters Score -509727.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -509731.156250 Penalty: 4334.730469
	Iteration 46Q: 3 clusters Score -509731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -509734.156250 Penalty: 4334.730469
	Iteration 47Q: 3 clusters Score -509734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -509735.218750 Penalty: 4334.730469
	Iteration 48Q: 3 clusters Score -509735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -509737.000000 Penalty: 4334.730469
	Iteration 49Q: 3 clusters Score -509737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -509740.343750 Penalty: 4334.730469
	Iteration 50Q: 3 clusters Score -509740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -509741.937500 Penalty: 4334.730469
	Iteration 51Q: 3 clusters Score -509741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -509745.187500 Penalty: 4334.730469
	Iteration 52Q: 3 clusters Score -509745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -509747.906250 Penalty: 4334.730469
	Iteration 53Q: 3 clusters Score -509747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -509748.468750 Penalty: 4334.730469
	Iteration 54Q: 3 clusters Score -509748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -509749.937500 Penalty: 4334.730469
	Iteration 55Q: 3 clusters Score -509749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -509752.375000 Penalty: 4334.730469
	Iteration 56Q: 3 clusters Score -509752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -509753.531250 Penalty: 4334.730469
	Iteration 57Q: 3 clusters Score -509753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -509757.593750 Penalty: 4334.730469
	Iteration 58Q: 3 clusters Score -509757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -509762.875000 Penalty: 4334.730469
	Iteration 59Q: 3 clusters Score -509762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -509767.625000 Penalty: 4334.730469
	Iteration 60F: 3 clusters Score -509767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -509770.000000 Penalty: 4334.730469
	Iteration 61Q: 3 clusters Score -509770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -509770.562500 Penalty: 4334.730469
	Iteration 62Q: 3 clusters Score -509770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -509774.500000 Penalty: 4334.730469
	Iteration 63Q: 3 clusters Score -509774.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -509777.656250 Penalty: 4334.730469
	Iteration 64Q: 3 clusters Score -509777.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -509779.375000 Penalty: 4334.730469
	Iteration 65Q: 3 clusters Score -509779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -509780.312500 Penalty: 4334.730469
	Iteration 66Q: 3 clusters Score -509780.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -509783.000000 Penalty: 4334.730469
	Iteration 67Q: 3 clusters Score -509783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -509784.875000 Penalty: 4334.730469
	Iteration 68Q: 3 clusters Score -509784.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -509786.437500 Penalty: 4334.730469
	Iteration 69Q: 3 clusters Score -509786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -509790.125000 Penalty: 4334.730469
	Iteration 70Q: 3 clusters Score -509790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -509792.062500 Penalty: 4334.730469
	Iteration 71Q: 3 clusters Score -509792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -509796.468750 Penalty: 4334.730469
	Iteration 72Q: 3 clusters Score -509796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -509802.625000 Penalty: 4334.730469
	Iteration 73Q: 3 clusters Score -509802.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -509806.437500 Penalty: 4334.730469
	Iteration 74Q: 3 clusters Score -509806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -509810.062500 Penalty: 4334.730469
	Iteration 75Q: 3 clusters Score -509810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -509813.468750 Penalty: 4334.730469
	Iteration 76Q: 3 clusters Score -509813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -509817.281250 Penalty: 4334.730469
	Iteration 77Q: 3 clusters Score -509817.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -509821.281250 Penalty: 4334.730469
	Iteration 78Q: 3 clusters Score -509821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -509825.156250 Penalty: 4334.730469
	Iteration 79Q: 3 clusters Score -509825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -509827.500000 Penalty: 4334.730469
	Iteration 80F: 3 clusters Score -509827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -509832.406250 Penalty: 4334.730469
	Iteration 81Q: 3 clusters Score -509832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -509835.843750 Penalty: 4334.730469
	Iteration 82Q: 3 clusters Score -509835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -509839.531250 Penalty: 4334.730469
	Iteration 83Q: 3 clusters Score -509839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -509844.031250 Penalty: 4334.730469
	Iteration 84Q: 3 clusters Score -509844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -509848.531250 Penalty: 4334.730469
	Iteration 85Q: 3 clusters Score -509848.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -509852.093750 Penalty: 4334.730469
	Iteration 86Q: 3 clusters Score -509852.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -509858.562500 Penalty: 4334.730469
	Iteration 87Q: 3 clusters Score -509858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -509864.500000 Penalty: 4334.730469
	Iteration 88Q: 3 clusters Score -509864.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -509873.687500 Penalty: 4334.730469
	Iteration 89Q: 3 clusters Score -509873.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -509881.500000 Penalty: 4334.730469
	Iteration 90Q: 3 clusters Score -509881.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -509889.093750 Penalty: 4334.730469
	Iteration 91Q: 3 clusters Score -509889.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -509900.562500 Penalty: 4334.730469
	Iteration 92Q: 3 clusters Score -509900.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -509913.000000 Penalty: 4334.730469
	Iteration 93Q: 3 clusters Score -509913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -509926.468750 Penalty: 4334.730469
	Iteration 94Q: 3 clusters Score -509926.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -509940.062500 Penalty: 4334.730469
	Iteration 95Q: 3 clusters Score -509940.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -509960.593750 Penalty: 4334.730469
	Iteration 96Q: 3 clusters Score -509960.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -509984.562500 Penalty: 4334.730469
	Iteration 97Q: 3 clusters Score -509984.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -510009.718750 Penalty: 4334.730469
	Iteration 98Q: 3 clusters Score -510009.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -510028.625000 Penalty: 4334.730469
	Iteration 99Q: 3 clusters Score -510028.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -510039.000000 Penalty: 4334.730469
	Iteration 100F: 3 clusters Score -510039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -510048.781250 Penalty: 4334.730469
	Iteration 101Q: 3 clusters Score -510048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -510055.375000 Penalty: 4334.730469
	Iteration 102Q: 3 clusters Score -510055.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -510065.093750 Penalty: 4334.730469
	Iteration 103Q: 3 clusters Score -510065.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -510071.187500 Penalty: 4334.730469
	Iteration 104Q: 3 clusters Score -510071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -510077.343750 Penalty: 4334.730469
	Iteration 105Q: 3 clusters Score -510077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -510084.093750 Penalty: 4334.730469
	Iteration 106Q: 3 clusters Score -510084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -510090.062500 Penalty: 4334.730469
	Iteration 107Q: 3 clusters Score -510090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -510098.281250 Penalty: 4334.730469
	Iteration 108Q: 3 clusters Score -510098.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -510105.000000 Penalty: 4334.730469
	Iteration 109Q: 3 clusters Score -510105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -510111.125000 Penalty: 4334.730469
	Iteration 110Q: 3 clusters Score -510111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -510115.500000 Penalty: 4334.730469
	Iteration 111Q: 3 clusters Score -510115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -510119.531250 Penalty: 4334.730469
	Iteration 112Q: 3 clusters Score -510119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -510122.062500 Penalty: 4334.730469
	Iteration 113Q: 3 clusters Score -510122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -510123.281250 Penalty: 4334.730469
	Iteration 114Q: 3 clusters Score -510123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -510124.031250 Penalty: 4334.730469
	Iteration 115Q: 3 clusters Score -510124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -510124.375000 Penalty: 4334.730469
	Iteration 116Q: 3 clusters Score -510124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -510124.000000 Penalty: 4334.730469
	Iteration 117Q: 3 clusters Score -510124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -510125.843750 Penalty: 4334.730469
	Iteration 118Q: 3 clusters Score -510125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -510125.843750 Penalty: 4334.730469
	Iteration 119F: 3 clusters Score -510125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -351049.062500 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -351049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -347339.593750 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -347339.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -348185.625000 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -348185.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -348354.062500 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -348354.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -348436.781250 Penalty: 4071.546875
	Iteration 3Q: 3 clusters Score -348436.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -348506.906250 Penalty: 4071.546875
	Iteration 4Q: 3 clusters Score -348506.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -348555.781250 Penalty: 4071.546875
	Iteration 5Q: 3 clusters Score -348555.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -348596.781250 Penalty: 4071.546875
	Iteration 6Q: 3 clusters Score -348596.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -348642.187500 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -348642.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -348683.718750 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -348683.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -348724.343750 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -348724.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -348758.812500 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -348758.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -348797.750000 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -348797.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -348836.781250 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -348836.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -348867.906250 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -348867.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -348895.156250 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -348895.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -348929.187500 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -348929.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -348960.375000 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -348960.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -348995.187500 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -348995.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -349025.250000 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -349025.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -349059.500000 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -349059.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -349105.218750 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -349105.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -349168.562500 Penalty: 4071.546875
	Iteration 21Q: 3 clusters Score -349168.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -349239.218750 Penalty: 4071.546875
	Iteration 22Q: 3 clusters Score -349239.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -349327.093750 Penalty: 4071.546875
	Iteration 23Q: 3 clusters Score -349327.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -349409.718750 Penalty: 4071.546875
	Iteration 24Q: 3 clusters Score -349409.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -349488.843750 Penalty: 4071.546875
	Iteration 25Q: 3 clusters Score -349488.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -349557.312500 Penalty: 4071.546875
	Iteration 26Q: 3 clusters Score -349557.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -349607.406250 Penalty: 4071.546875
	Iteration 27Q: 3 clusters Score -349607.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -349638.093750 Penalty: 4071.546875
	Iteration 28Q: 3 clusters Score -349638.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -349663.062500 Penalty: 4071.546875
	Iteration 29Q: 3 clusters Score -349663.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -349680.875000 Penalty: 4071.546875
	Iteration 30Q: 3 clusters Score -349680.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -349698.812500 Penalty: 4071.546875
	Iteration 31Q: 3 clusters Score -349698.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -349717.312500 Penalty: 4071.546875
	Iteration 32Q: 3 clusters Score -349717.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -349738.187500 Penalty: 4071.546875
	Iteration 33Q: 3 clusters Score -349738.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -349750.531250 Penalty: 4071.546875
	Iteration 34Q: 3 clusters Score -349750.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -349765.531250 Penalty: 4071.546875
	Iteration 35Q: 3 clusters Score -349765.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -349772.781250 Penalty: 4071.546875
	Iteration 36Q: 3 clusters Score -349772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -349778.968750 Penalty: 4071.546875
	Iteration 37Q: 3 clusters Score -349779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -349785.812500 Penalty: 4071.546875
	Iteration 38Q: 3 clusters Score -349785.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -349793.968750 Penalty: 4071.546875
	Iteration 39Q: 3 clusters Score -349794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -349802.656250 Penalty: 4071.546875
	Iteration 40F: 3 clusters Score -349802.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -349813.937500 Penalty: 4071.546875
	Iteration 41Q: 3 clusters Score -349813.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -349827.218750 Penalty: 4071.546875
	Iteration 42Q: 3 clusters Score -349827.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -349843.531250 Penalty: 4071.546875
	Iteration 43Q: 3 clusters Score -349843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -349853.375000 Penalty: 4071.546875
	Iteration 44Q: 3 clusters Score -349853.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -349861.093750 Penalty: 4071.546875
	Iteration 45Q: 3 clusters Score -349861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -349864.687500 Penalty: 4071.546875
	Iteration 46Q: 3 clusters Score -349864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -349868.937500 Penalty: 4071.546875
	Iteration 47Q: 3 clusters Score -349868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -349871.562500 Penalty: 4071.546875
	Iteration 48Q: 3 clusters Score -349871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -349872.812500 Penalty: 4071.546875
	Iteration 49Q: 3 clusters Score -349872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -349876.250000 Penalty: 4071.546875
	Iteration 50Q: 3 clusters Score -349876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -349879.281250 Penalty: 4071.546875
	Iteration 51Q: 3 clusters Score -349879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -349883.468750 Penalty: 4071.546875
	Iteration 52Q: 3 clusters Score -349883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -349885.187500 Penalty: 4071.546875
	Iteration 53Q: 3 clusters Score -349885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -349887.718750 Penalty: 4071.546875
	Iteration 54Q: 3 clusters Score -349887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -349892.218750 Penalty: 4071.546875
	Iteration 55Q: 3 clusters Score -349892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -349894.281250 Penalty: 4071.546875
	Iteration 56Q: 3 clusters Score -349894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -349899.906250 Penalty: 4071.546875
	Iteration 57Q: 3 clusters Score -349899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -349903.531250 Penalty: 4071.546875
	Iteration 58Q: 3 clusters Score -349903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -349907.156250 Penalty: 4071.546875
	Iteration 59Q: 3 clusters Score -349907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -349908.718750 Penalty: 4071.546875
	Iteration 60F: 3 clusters Score -349908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -349912.843750 Penalty: 4071.546875
	Iteration 61Q: 3 clusters Score -349912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -349918.125000 Penalty: 4071.546875
	Iteration 62Q: 3 clusters Score -349918.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -349924.156250 Penalty: 4071.546875
	Iteration 63Q: 3 clusters Score -349924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -349930.156250 Penalty: 4071.546875
	Iteration 64Q: 3 clusters Score -349930.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -349938.875000 Penalty: 4071.546875
	Iteration 65Q: 3 clusters Score -349938.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -349952.562500 Penalty: 4071.546875
	Iteration 66Q: 3 clusters Score -349952.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -349964.468750 Penalty: 4071.546875
	Iteration 67Q: 3 clusters Score -349964.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -349976.437500 Penalty: 4071.546875
	Iteration 68Q: 3 clusters Score -349976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -349984.625000 Penalty: 4071.546875
	Iteration 69Q: 3 clusters Score -349984.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -349991.906250 Penalty: 4071.546875
	Iteration 70Q: 3 clusters Score -349991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -350000.218750 Penalty: 4071.546875
	Iteration 71Q: 3 clusters Score -350000.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -350003.875000 Penalty: 4071.546875
	Iteration 72Q: 3 clusters Score -350003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -350009.843750 Penalty: 4071.546875
	Iteration 73Q: 3 clusters Score -350009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -350012.343750 Penalty: 4071.546875
	Iteration 74Q: 3 clusters Score -350012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -350015.468750 Penalty: 4071.546875
	Iteration 75Q: 3 clusters Score -350015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -350016.531250 Penalty: 4071.546875
	Iteration 76Q: 3 clusters Score -350016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -350017.875000 Penalty: 4071.546875
	Iteration 77Q: 3 clusters Score -350017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -350017.937500 Penalty: 4071.546875
	Iteration 78Q: 3 clusters Score -350017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -350018.062500 Penalty: 4071.546875
	Iteration 79Q: 3 clusters Score -350018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -350019.187500 Penalty: 4071.546875
	Iteration 80F: 3 clusters Score -350019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -350019.437500 Penalty: 4071.546875
	Iteration 81Q: 3 clusters Score -350019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -350019.531250 Penalty: 4071.546875
	Iteration 82Q: 3 clusters Score -350019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -350020.125000 Penalty: 4071.546875
	Iteration 83Q: 3 clusters Score -350020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -350020.625000 Penalty: 4071.546875
	Iteration 84Q: 3 clusters Score -350020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -350023.281250 Penalty: 4071.546875
	Iteration 85Q: 3 clusters Score -350023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -350024.187500 Penalty: 4071.546875
	Iteration 86Q: 3 clusters Score -350024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -350024.187500 Penalty: 4071.546875
	Iteration 87F: 3 clusters Score -350024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -338308.062500 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -338308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -334703.062500 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -334703.1 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -335464.406250 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -335464.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -335720.750000 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -335720.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -335986.187500 Penalty: 4053.113281
	Iteration 3F: 3 clusters Score -335986.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -336251.406250 Penalty: 4053.113281
	Iteration 4F: 3 clusters Score -336251.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -336532.531250 Penalty: 4053.113281
	Iteration 5F: 3 clusters Score -336532.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -336817.187500 Penalty: 4053.113281
	Iteration 6F: 3 clusters Score -336817.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -337005.437500 Penalty: 4053.113281
	Iteration 7F: 3 clusters Score -337005.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -337110.375000 Penalty: 4053.113281
	Iteration 8Q: 3 clusters Score -337110.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -337179.218750 Penalty: 4053.113281
	Iteration 9Q: 3 clusters Score -337179.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -337238.093750 Penalty: 4053.113281
	Iteration 10Q: 3 clusters Score -337238.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -337271.406250 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -337271.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -337291.937500 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -337291.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -337303.343750 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -337303.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -337312.531250 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -337312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -337317.718750 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -337317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -337321.000000 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -337321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -337323.468750 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -337323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -337324.781250 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -337324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -337327.593750 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -337327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -337331.500000 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -337331.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -337340.125000 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -337340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -337346.593750 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -337346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -337350.687500 Penalty: 4053.113281
	Iteration 23Q: 3 clusters Score -337350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -337352.968750 Penalty: 4053.113281
	Iteration 24Q: 3 clusters Score -337353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -337355.593750 Penalty: 4053.113281
	Iteration 25Q: 3 clusters Score -337355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -337359.500000 Penalty: 4053.113281
	Iteration 26Q: 3 clusters Score -337359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -337362.500000 Penalty: 4053.113281
	Iteration 27Q: 3 clusters Score -337362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -337365.625000 Penalty: 4053.113281
	Iteration 28Q: 3 clusters Score -337365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -337367.781250 Penalty: 4053.113281
	Iteration 29Q: 3 clusters Score -337367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -337369.250000 Penalty: 4053.113281
	Iteration 30Q: 3 clusters Score -337369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -337371.781250 Penalty: 4053.113281
	Iteration 31Q: 3 clusters Score -337371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -337372.687500 Penalty: 4053.113281
	Iteration 32Q: 3 clusters Score -337372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -337374.250000 Penalty: 4053.113281
	Iteration 33Q: 3 clusters Score -337374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -337376.843750 Penalty: 4053.113281
	Iteration 34Q: 3 clusters Score -337376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -337380.250000 Penalty: 4053.113281
	Iteration 35Q: 3 clusters Score -337380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -337383.281250 Penalty: 4053.113281
	Iteration 36Q: 3 clusters Score -337383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -337385.125000 Penalty: 4053.113281
	Iteration 37Q: 3 clusters Score -337385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -337386.375000 Penalty: 4053.113281
	Iteration 38Q: 3 clusters Score -337386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -337386.375000 Penalty: 4053.113281
	Iteration 39F: 3 clusters Score -337386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Entering Unmasked Estep 
Score: -3617823.750000 Penalty: 2607.643799
	Iteration 0F: 2 clusters Score -3617824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3592742.750000 Penalty: 5215.287598
	Iteration 0F: 3 clusters Score -3592743 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3601949.250000 Penalty: 5215.287598
	Iteration 1F: 3 clusters Score -3601949 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3602573.500000 Penalty: 5215.287598
	Iteration 2Q: 3 clusters Score -3602574 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3603066.000000 Penalty: 5215.287598
	Iteration 3Q: 3 clusters Score -3603066 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3603616.500000 Penalty: 5215.287598
	Iteration 4Q: 3 clusters Score -3603616 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3604237.000000 Penalty: 5215.287598
	Iteration 5Q: 3 clusters Score -3604237 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3604920.500000 Penalty: 5215.287598
	Iteration 6Q: 3 clusters Score -3604920 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3605595.000000 Penalty: 5215.287598
	Iteration 7Q: 3 clusters Score -3605595 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3606300.750000 Penalty: 5215.287598
	Iteration 8Q: 3 clusters Score -3606301 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3606933.750000 Penalty: 5215.287598
	Iteration 9Q: 3 clusters Score -3606934 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3607497.250000 Penalty: 5215.287598
	Iteration 10Q: 3 clusters Score -3607497 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3607965.500000 Penalty: 5215.287598
	Iteration 11Q: 3 clusters Score -3607966 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3608278.250000 Penalty: 5215.287598
	Iteration 12Q: 3 clusters Score -3608278 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3608574.000000 Penalty: 5215.287598
	Iteration 13Q: 3 clusters Score -3608574 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3608770.000000 Penalty: 5215.287598
	Iteration 14Q: 3 clusters Score -3608770 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3608951.750000 Penalty: 5215.287598
	Iteration 15Q: 3 clusters Score -3608952 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3609094.250000 Penalty: 5215.287598
	Iteration 16Q: 3 clusters Score -3609094 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3609226.250000 Penalty: 5215.287598
	Iteration 17Q: 3 clusters Score -3609226 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3609398.000000 Penalty: 5215.287598
	Iteration 18Q: 3 clusters Score -3609398 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3609567.250000 Penalty: 5215.287598
	Iteration 19Q: 3 clusters Score -3609567 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3609808.750000 Penalty: 5215.287598
	Iteration 20F: 3 clusters Score -3609809 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3610056.000000 Penalty: 5215.287598
	Iteration 21Q: 3 clusters Score -3610056 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3610282.000000 Penalty: 5215.287598
	Iteration 22Q: 3 clusters Score -3610282 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3610516.250000 Penalty: 5215.287598
	Iteration 23Q: 3 clusters Score -3610516 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3610766.250000 Penalty: 5215.287598
	Iteration 24Q: 3 clusters Score -3610766 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3610992.750000 Penalty: 5215.287598
	Iteration 25Q: 3 clusters Score -3610993 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3611223.750000 Penalty: 5215.287598
	Iteration 26Q: 3 clusters Score -3611224 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3611442.000000 Penalty: 5215.287598
	Iteration 27Q: 3 clusters Score -3611442 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3611676.750000 Penalty: 5215.287598
	Iteration 28Q: 3 clusters Score -3611677 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3611917.000000 Penalty: 5215.287598
	Iteration 29Q: 3 clusters Score -3611917 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3612149.750000 Penalty: 5215.287598
	Iteration 30Q: 3 clusters Score -3612150 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3612398.750000 Penalty: 5215.287598
	Iteration 31Q: 3 clusters Score -3612399 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3612623.250000 Penalty: 5215.287598
	Iteration 32Q: 3 clusters Score -3612623 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3612849.000000 Penalty: 5215.287598
	Iteration 33Q: 3 clusters Score -3612849 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3613086.250000 Penalty: 5215.287598
	Iteration 34Q: 3 clusters Score -3613086 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3613269.250000 Penalty: 5215.287598
	Iteration 35Q: 3 clusters Score -3613269 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3613463.250000 Penalty: 5215.287598
	Iteration 36Q: 3 clusters Score -3613463 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3613656.250000 Penalty: 5215.287598
	Iteration 37Q: 3 clusters Score -3613656 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3613819.500000 Penalty: 5215.287598
	Iteration 38Q: 3 clusters Score -3613820 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3614001.000000 Penalty: 5215.287598
	Iteration 39Q: 3 clusters Score -3614001 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3614170.250000 Penalty: 5215.287598
	Iteration 40F: 3 clusters Score -3614170 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3614331.250000 Penalty: 5215.287598
	Iteration 41Q: 3 clusters Score -3614331 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3614456.000000 Penalty: 5215.287598
	Iteration 42Q: 3 clusters Score -3614456 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3614564.750000 Penalty: 5215.287598
	Iteration 43Q: 3 clusters Score -3614565 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3614665.500000 Penalty: 5215.287598
	Iteration 44Q: 3 clusters Score -3614666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3614742.500000 Penalty: 5215.287598
	Iteration 45Q: 3 clusters Score -3614742 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -3614828.500000 Penalty: 5215.287598
	Iteration 46Q: 3 clusters Score -3614828 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3614897.500000 Penalty: 5215.287598
	Iteration 47Q: 3 clusters Score -3614898 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3614955.000000 Penalty: 5215.287598
	Iteration 48Q: 3 clusters Score -3614955 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -3615008.500000 Penalty: 5215.287598
	Iteration 49Q: 3 clusters Score -3615008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -3615039.500000 Penalty: 5215.287598
	Iteration 50Q: 3 clusters Score -3615040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -3615087.500000 Penalty: 5215.287598
	Iteration 51Q: 3 clusters Score -3615088 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3615119.750000 Penalty: 5215.287598
	Iteration 52Q: 3 clusters Score -3615120 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3615160.000000 Penalty: 5215.287598
	Iteration 53Q: 3 clusters Score -3615160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3615193.750000 Penalty: 5215.287598
	Iteration 54Q: 3 clusters Score -3615194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -3615227.500000 Penalty: 5215.287598
	Iteration 55Q: 3 clusters Score -3615228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -3615253.250000 Penalty: 5215.287598
	Iteration 56Q: 3 clusters Score -3615253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3615274.750000 Penalty: 5215.287598
	Iteration 57Q: 3 clusters Score -3615275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -3615299.250000 Penalty: 5215.287598
	Iteration 58Q: 3 clusters Score -3615299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -3615310.750000 Penalty: 5215.287598
	Iteration 59Q: 3 clusters Score -3615311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3615334.500000 Penalty: 5215.287598
	Iteration 60F: 3 clusters Score -3615334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -3615341.000000 Penalty: 5215.287598
	Iteration 61Q: 3 clusters Score -3615341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -3615368.750000 Penalty: 5215.287598
	Iteration 62Q: 3 clusters Score -3615369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -3615389.250000 Penalty: 5215.287598
	Iteration 63Q: 3 clusters Score -3615389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -3615403.750000 Penalty: 5215.287598
	Iteration 64Q: 3 clusters Score -3615404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -3615409.750000 Penalty: 5215.287598
	Iteration 65Q: 3 clusters Score -3615410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -3615419.500000 Penalty: 5215.287598
	Iteration 66Q: 3 clusters Score -3615420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3615432.250000 Penalty: 5215.287598
	Iteration 67Q: 3 clusters Score -3615432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3615438.750000 Penalty: 5215.287598
	Iteration 68Q: 3 clusters Score -3615439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -3615442.500000 Penalty: 5215.287598
	Iteration 69Q: 3 clusters Score -3615442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -3615448.000000 Penalty: 5215.287598
	Iteration 70Q: 3 clusters Score -3615448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3615459.250000 Penalty: 5215.287598
	Iteration 71Q: 3 clusters Score -3615459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3615464.250000 Penalty: 5215.287598
	Iteration 72Q: 3 clusters Score -3615464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -3615470.750000 Penalty: 5215.287598
	Iteration 73Q: 3 clusters Score -3615471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -3615481.750000 Penalty: 5215.287598
	Iteration 74Q: 3 clusters Score -3615482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3615484.250000 Penalty: 5215.287598
	Iteration 75Q: 3 clusters Score -3615484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -3615491.000000 Penalty: 5215.287598
	Iteration 76Q: 3 clusters Score -3615491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -3615498.750000 Penalty: 5215.287598
	Iteration 77Q: 3 clusters Score -3615499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -3615505.250000 Penalty: 5215.287598
	Iteration 78Q: 3 clusters Score -3615505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -3615508.500000 Penalty: 5215.287598
	Iteration 79Q: 3 clusters Score -3615508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -3615512.250000 Penalty: 5215.287598
	Iteration 80F: 3 clusters Score -3615512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -3615516.500000 Penalty: 5215.287598
	Iteration 81Q: 3 clusters Score -3615516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3615521.250000 Penalty: 5215.287598
	Iteration 82Q: 3 clusters Score -3615521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3615525.500000 Penalty: 5215.287598
	Iteration 83Q: 3 clusters Score -3615526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -3615527.000000 Penalty: 5215.287598
	Iteration 84Q: 3 clusters Score -3615527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3615526.500000 Penalty: 5215.287598
	Iteration 85Q: 3 clusters Score -3615526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -3615526.750000 Penalty: 5215.287598
	Iteration 86Q: 3 clusters Score -3615527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -3615529.000000 Penalty: 5215.287598
	Iteration 87Q: 3 clusters Score -3615529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3615529.250000 Penalty: 5215.287598
	Iteration 88Q: 3 clusters Score -3615529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3615531.750000 Penalty: 5215.287598
	Iteration 89Q: 3 clusters Score -3615532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -3615533.750000 Penalty: 5215.287598
	Iteration 90Q: 3 clusters Score -3615534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -3615536.250000 Penalty: 5215.287598
	Iteration 91Q: 3 clusters Score -3615536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3615535.250000 Penalty: 5215.287598
	Iteration 92Q: 3 clusters Score -3615535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -3615531.000000 Penalty: 5215.287598
	Iteration 93Q: 3 clusters Score -3615531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -3615534.000000 Penalty: 5215.287598
	Iteration 94Q: 3 clusters Score -3615534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3615533.750000 Penalty: 5215.287598
	Iteration 95Q: 3 clusters Score -3615534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -3615533.000000 Penalty: 5215.287598
	Iteration 96Q: 3 clusters Score -3615533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -3615535.000000 Penalty: 5215.287598
	Iteration 97Q: 3 clusters Score -3615535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3615530.000000 Penalty: 5215.287598
	Iteration 98Q: 3 clusters Score -3615530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -3615538.500000 Penalty: 5215.287598
	Iteration 99Q: 3 clusters Score -3615538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3615539.500000 Penalty: 5215.287598
	Iteration 100F: 3 clusters Score -3615540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -3615536.250000 Penalty: 5215.287598
	Iteration 101Q: 3 clusters Score -3615536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -3615536.250000 Penalty: 5215.287598
	Iteration 102F: 3 clusters Score -3615536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -74318.25 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 412 members 
Entering Unmasked Estep 
Score: -72476.039062 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -72476.04 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72762.101562 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -72762.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72845.421875 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -72845.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72876.914062 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -72876.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72944.218750 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -72944.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73081.578125 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -73081.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73283.531250 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -73283.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73337.687500 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -73337.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73404.539062 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -73404.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73466.476562 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -73466.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73512.992188 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -73512.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73544.875000 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -73544.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73561.679688 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -73561.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73582.937500 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -73582.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73592.437500 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -73592.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73600.523438 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -73600.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73601.710938 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -73601.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73601.710938 Penalty: 3338.584961
	Iteration 17F: 3 clusters Score -73601.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Entering Unmasked Estep 
Score: -1604517.250000 Penalty: 2397.887939
	Iteration 0F: 2 clusters Score -1604517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1593060.125000 Penalty: 4795.775879
	Iteration 0F: 3 clusters Score -1593060 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1596694.375000 Penalty: 4795.775879
	Iteration 1F: 3 clusters Score -1596694 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1597022.125000 Penalty: 4795.775879
	Iteration 2F: 3 clusters Score -1597022 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1597271.500000 Penalty: 4795.775879
	Iteration 3Q: 3 clusters Score -1597272 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1597465.500000 Penalty: 4795.775879
	Iteration 4Q: 3 clusters Score -1597466 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1597621.625000 Penalty: 4795.775879
	Iteration 5Q: 3 clusters Score -1597622 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1597806.875000 Penalty: 4795.775879
	Iteration 6Q: 3 clusters Score -1597807 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1598019.750000 Penalty: 4795.775879
	Iteration 7Q: 3 clusters Score -1598020 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1598293.250000 Penalty: 4795.775879
	Iteration 8Q: 3 clusters Score -1598293 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1598649.375000 Penalty: 4795.775879
	Iteration 9Q: 3 clusters Score -1598649 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1599108.500000 Penalty: 4795.775879
	Iteration 10Q: 3 clusters Score -1599108 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1599623.000000 Penalty: 4795.775879
	Iteration 11Q: 3 clusters Score -1599623 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1600196.125000 Penalty: 4795.775879
	Iteration 12Q: 3 clusters Score -1600196 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1600726.750000 Penalty: 4795.775879
	Iteration 13Q: 3 clusters Score -1600727 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1601177.625000 Penalty: 4795.775879
	Iteration 14Q: 3 clusters Score -1601178 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1601542.750000 Penalty: 4795.775879
	Iteration 15Q: 3 clusters Score -1601543 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1601806.750000 Penalty: 4795.775879
	Iteration 16Q: 3 clusters Score -1601807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1602001.125000 Penalty: 4795.775879
	Iteration 17Q: 3 clusters Score -1602001 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1602158.375000 Penalty: 4795.775879
	Iteration 18Q: 3 clusters Score -1602158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1602248.750000 Penalty: 4795.775879
	Iteration 19Q: 3 clusters Score -1602249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1602295.000000 Penalty: 4795.775879
	Iteration 20F: 3 clusters Score -1602295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1602326.375000 Penalty: 4795.775879
	Iteration 21Q: 3 clusters Score -1602326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1602349.125000 Penalty: 4795.775879
	Iteration 22Q: 3 clusters Score -1602349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1602369.375000 Penalty: 4795.775879
	Iteration 23Q: 3 clusters Score -1602369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1602390.875000 Penalty: 4795.775879
	Iteration 24Q: 3 clusters Score -1602391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1602404.750000 Penalty: 4795.775879
	Iteration 25Q: 3 clusters Score -1602405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1602418.750000 Penalty: 4795.775879
	Iteration 26Q: 3 clusters Score -1602419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1602433.125000 Penalty: 4795.775879
	Iteration 27Q: 3 clusters Score -1602433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1602447.125000 Penalty: 4795.775879
	Iteration 28Q: 3 clusters Score -1602447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1602454.250000 Penalty: 4795.775879
	Iteration 29Q: 3 clusters Score -1602454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1602459.750000 Penalty: 4795.775879
	Iteration 30Q: 3 clusters Score -1602460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1602464.625000 Penalty: 4795.775879
	Iteration 31Q: 3 clusters Score -1602465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1602468.750000 Penalty: 4795.775879
	Iteration 32Q: 3 clusters Score -1602469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1602471.375000 Penalty: 4795.775879
	Iteration 33Q: 3 clusters Score -1602471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1602472.875000 Penalty: 4795.775879
	Iteration 34Q: 3 clusters Score -1602473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1602472.875000 Penalty: 4795.775879
	Iteration 35F: 3 clusters Score -1602473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Entering Unmasked Estep 
Score: -1088782.875000 Penalty: 2304.418945
	Iteration 0F: 2 clusters Score -1088783 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 5420 members 
Entering Unmasked Estep 
Score: -1080494.750000 Penalty: 4608.837891
	Iteration 0F: 3 clusters Score -1080495 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1082953.125000 Penalty: 4608.837891
	Iteration 1F: 3 clusters Score -1082953 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1083228.750000 Penalty: 4608.837891
	Iteration 2F: 3 clusters Score -1083229 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1083425.125000 Penalty: 4608.837891
	Iteration 3Q: 3 clusters Score -1083425 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1083575.375000 Penalty: 4608.837891
	Iteration 4Q: 3 clusters Score -1083575 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1083695.875000 Penalty: 4608.837891
	Iteration 5Q: 3 clusters Score -1083696 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1083820.875000 Penalty: 4608.837891
	Iteration 6Q: 3 clusters Score -1083821 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1083953.500000 Penalty: 4608.837891
	Iteration 7Q: 3 clusters Score -1083954 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1084100.125000 Penalty: 4608.837891
	Iteration 8Q: 3 clusters Score -1084100 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1084280.125000 Penalty: 4608.837891
	Iteration 9Q: 3 clusters Score -1084280 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1084509.375000 Penalty: 4608.837891
	Iteration 10Q: 3 clusters Score -1084509 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1084767.625000 Penalty: 4608.837891
	Iteration 11Q: 3 clusters Score -1084768 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1085057.000000 Penalty: 4608.837891
	Iteration 12Q: 3 clusters Score -1085057 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1085331.750000 Penalty: 4608.837891
	Iteration 13Q: 3 clusters Score -1085332 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1085565.125000 Penalty: 4608.837891
	Iteration 14Q: 3 clusters Score -1085565 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1085751.250000 Penalty: 4608.837891
	Iteration 15Q: 3 clusters Score -1085751 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1085864.000000 Penalty: 4608.837891
	Iteration 16Q: 3 clusters Score -1085864 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1085934.250000 Penalty: 4608.837891
	Iteration 17Q: 3 clusters Score -1085934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1085986.375000 Penalty: 4608.837891
	Iteration 18Q: 3 clusters Score -1085986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1086019.375000 Penalty: 4608.837891
	Iteration 19Q: 3 clusters Score -1086019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1086047.125000 Penalty: 4608.837891
	Iteration 20F: 3 clusters Score -1086047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1086071.000000 Penalty: 4608.837891
	Iteration 21Q: 3 clusters Score -1086071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1086095.250000 Penalty: 4608.837891
	Iteration 22Q: 3 clusters Score -1086095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1086114.625000 Penalty: 4608.837891
	Iteration 23Q: 3 clusters Score -1086115 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1086137.125000 Penalty: 4608.837891
	Iteration 24Q: 3 clusters Score -1086137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1086161.625000 Penalty: 4608.837891
	Iteration 25Q: 3 clusters Score -1086162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1086182.875000 Penalty: 4608.837891
	Iteration 26Q: 3 clusters Score -1086183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1086196.375000 Penalty: 4608.837891
	Iteration 27Q: 3 clusters Score -1086196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1086209.625000 Penalty: 4608.837891
	Iteration 28Q: 3 clusters Score -1086210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1086217.500000 Penalty: 4608.837891
	Iteration 29Q: 3 clusters Score -1086218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1086227.125000 Penalty: 4608.837891
	Iteration 30Q: 3 clusters Score -1086227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1086237.250000 Penalty: 4608.837891
	Iteration 31Q: 3 clusters Score -1086237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1086243.625000 Penalty: 4608.837891
	Iteration 32Q: 3 clusters Score -1086244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1086256.750000 Penalty: 4608.837891
	Iteration 33Q: 3 clusters Score -1086257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1086265.000000 Penalty: 4608.837891
	Iteration 34Q: 3 clusters Score -1086265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1086272.000000 Penalty: 4608.837891
	Iteration 35Q: 3 clusters Score -1086272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1086283.750000 Penalty: 4608.837891
	Iteration 36Q: 3 clusters Score -1086284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1086299.625000 Penalty: 4608.837891
	Iteration 37Q: 3 clusters Score -1086300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1086316.875000 Penalty: 4608.837891
	Iteration 38Q: 3 clusters Score -1086317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1086328.875000 Penalty: 4608.837891
	Iteration 39Q: 3 clusters Score -1086329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1086347.875000 Penalty: 4608.837891
	Iteration 40F: 3 clusters Score -1086348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1086358.500000 Penalty: 4608.837891
	Iteration 41Q: 3 clusters Score -1086358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1086372.000000 Penalty: 4608.837891
	Iteration 42Q: 3 clusters Score -1086372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1086394.000000 Penalty: 4608.837891
	Iteration 43Q: 3 clusters Score -1086394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1086410.000000 Penalty: 4608.837891
	Iteration 44Q: 3 clusters Score -1086410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1086431.500000 Penalty: 4608.837891
	Iteration 45Q: 3 clusters Score -1086432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1086450.500000 Penalty: 4608.837891
	Iteration 46Q: 3 clusters Score -1086450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1086472.375000 Penalty: 4608.837891
	Iteration 47Q: 3 clusters Score -1086472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1086486.375000 Penalty: 4608.837891
	Iteration 48Q: 3 clusters Score -1086486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1086503.375000 Penalty: 4608.837891
	Iteration 49Q: 3 clusters Score -1086503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1086529.250000 Penalty: 4608.837891
	Iteration 50Q: 3 clusters Score -1086529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1086553.125000 Penalty: 4608.837891
	Iteration 51Q: 3 clusters Score -1086553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1086582.625000 Penalty: 4608.837891
	Iteration 52Q: 3 clusters Score -1086583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1086613.500000 Penalty: 4608.837891
	Iteration 53Q: 3 clusters Score -1086614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1086642.000000 Penalty: 4608.837891
	Iteration 54Q: 3 clusters Score -1086642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1086671.375000 Penalty: 4608.837891
	Iteration 55Q: 3 clusters Score -1086671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1086708.125000 Penalty: 4608.837891
	Iteration 56Q: 3 clusters Score -1086708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1086748.500000 Penalty: 4608.837891
	Iteration 57Q: 3 clusters Score -1086748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1086786.250000 Penalty: 4608.837891
	Iteration 58Q: 3 clusters Score -1086786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1086814.375000 Penalty: 4608.837891
	Iteration 59Q: 3 clusters Score -1086814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1086838.125000 Penalty: 4608.837891
	Iteration 60F: 3 clusters Score -1086838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1086859.000000 Penalty: 4608.837891
	Iteration 61Q: 3 clusters Score -1086859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1086881.500000 Penalty: 4608.837891
	Iteration 62Q: 3 clusters Score -1086882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1086904.625000 Penalty: 4608.837891
	Iteration 63Q: 3 clusters Score -1086905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1086925.500000 Penalty: 4608.837891
	Iteration 64Q: 3 clusters Score -1086926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1086944.125000 Penalty: 4608.837891
	Iteration 65Q: 3 clusters Score -1086944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1086962.250000 Penalty: 4608.837891
	Iteration 66Q: 3 clusters Score -1086962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1086974.250000 Penalty: 4608.837891
	Iteration 67Q: 3 clusters Score -1086974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1086988.500000 Penalty: 4608.837891
	Iteration 68Q: 3 clusters Score -1086988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1087013.250000 Penalty: 4608.837891
	Iteration 69Q: 3 clusters Score -1087013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1087040.250000 Penalty: 4608.837891
	Iteration 70Q: 3 clusters Score -1087040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1087070.875000 Penalty: 4608.837891
	Iteration 71Q: 3 clusters Score -1087071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1087092.000000 Penalty: 4608.837891
	Iteration 72Q: 3 clusters Score -1087092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1087110.875000 Penalty: 4608.837891
	Iteration 73Q: 3 clusters Score -1087111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1087131.000000 Penalty: 4608.837891
	Iteration 74Q: 3 clusters Score -1087131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1087146.500000 Penalty: 4608.837891
	Iteration 75Q: 3 clusters Score -1087146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1087157.875000 Penalty: 4608.837891
	Iteration 76Q: 3 clusters Score -1087158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1087172.125000 Penalty: 4608.837891
	Iteration 77Q: 3 clusters Score -1087172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1087182.500000 Penalty: 4608.837891
	Iteration 78Q: 3 clusters Score -1087182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1087192.500000 Penalty: 4608.837891
	Iteration 79Q: 3 clusters Score -1087192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1087203.875000 Penalty: 4608.837891
	Iteration 80F: 3 clusters Score -1087204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1087211.125000 Penalty: 4608.837891
	Iteration 81Q: 3 clusters Score -1087211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1087220.500000 Penalty: 4608.837891
	Iteration 82Q: 3 clusters Score -1087220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1087223.250000 Penalty: 4608.837891
	Iteration 83Q: 3 clusters Score -1087223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1087227.750000 Penalty: 4608.837891
	Iteration 84Q: 3 clusters Score -1087228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1087231.500000 Penalty: 4608.837891
	Iteration 85Q: 3 clusters Score -1087232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1087232.000000 Penalty: 4608.837891
	Iteration 86Q: 3 clusters Score -1087232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1087232.500000 Penalty: 4608.837891
	Iteration 87Q: 3 clusters Score -1087232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1087232.500000 Penalty: 4608.837891
	Iteration 88F: 3 clusters Score -1087232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Entering Unmasked Estep 
Score: -1349884.625000 Penalty: 2388.184082
	Iteration 0F: 2 clusters Score -1349885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1338999.250000 Penalty: 4776.368164
	Iteration 0F: 3 clusters Score -1338999 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1342407.000000 Penalty: 4776.368164
	Iteration 1F: 3 clusters Score -1342407 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1342844.625000 Penalty: 4776.368164
	Iteration 2F: 3 clusters Score -1342845 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1343196.750000 Penalty: 4776.368164
	Iteration 3F: 3 clusters Score -1343197 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1343492.750000 Penalty: 4776.368164
	Iteration 4Q: 3 clusters Score -1343493 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1343724.875000 Penalty: 4776.368164
	Iteration 5Q: 3 clusters Score -1343725 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1343930.250000 Penalty: 4776.368164
	Iteration 6Q: 3 clusters Score -1343930 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1344098.000000 Penalty: 4776.368164
	Iteration 7Q: 3 clusters Score -1344098 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1344295.000000 Penalty: 4776.368164
	Iteration 8Q: 3 clusters Score -1344295 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1344504.250000 Penalty: 4776.368164
	Iteration 9Q: 3 clusters Score -1344504 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1344715.375000 Penalty: 4776.368164
	Iteration 10Q: 3 clusters Score -1344715 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1344937.125000 Penalty: 4776.368164
	Iteration 11Q: 3 clusters Score -1344937 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1345171.250000 Penalty: 4776.368164
	Iteration 12Q: 3 clusters Score -1345171 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1345456.125000 Penalty: 4776.368164
	Iteration 13Q: 3 clusters Score -1345456 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1345772.375000 Penalty: 4776.368164
	Iteration 14Q: 3 clusters Score -1345772 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1346070.750000 Penalty: 4776.368164
	Iteration 15Q: 3 clusters Score -1346071 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1346282.125000 Penalty: 4776.368164
	Iteration 16Q: 3 clusters Score -1346282 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1346446.375000 Penalty: 4776.368164
	Iteration 17Q: 3 clusters Score -1346446 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1346579.375000 Penalty: 4776.368164
	Iteration 18Q: 3 clusters Score -1346579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1346680.875000 Penalty: 4776.368164
	Iteration 19Q: 3 clusters Score -1346681 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1346780.250000 Penalty: 4776.368164
	Iteration 20F: 3 clusters Score -1346780 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1346865.750000 Penalty: 4776.368164
	Iteration 21Q: 3 clusters Score -1346866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1346956.500000 Penalty: 4776.368164
	Iteration 22Q: 3 clusters Score -1346956 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1347035.625000 Penalty: 4776.368164
	Iteration 23Q: 3 clusters Score -1347036 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1347110.000000 Penalty: 4776.368164
	Iteration 24Q: 3 clusters Score -1347110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1347171.125000 Penalty: 4776.368164
	Iteration 25Q: 3 clusters Score -1347171 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1347232.375000 Penalty: 4776.368164
	Iteration 26Q: 3 clusters Score -1347232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1347288.375000 Penalty: 4776.368164
	Iteration 27Q: 3 clusters Score -1347288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1347340.125000 Penalty: 4776.368164
	Iteration 28Q: 3 clusters Score -1347340 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1347391.375000 Penalty: 4776.368164
	Iteration 29Q: 3 clusters Score -1347391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1347429.125000 Penalty: 4776.368164
	Iteration 30Q: 3 clusters Score -1347429 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1347462.000000 Penalty: 4776.368164
	Iteration 31Q: 3 clusters Score -1347462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1347503.000000 Penalty: 4776.368164
	Iteration 32Q: 3 clusters Score -1347503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1347529.375000 Penalty: 4776.368164
	Iteration 33Q: 3 clusters Score -1347529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1347556.250000 Penalty: 4776.368164
	Iteration 34Q: 3 clusters Score -1347556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1347582.625000 Penalty: 4776.368164
	Iteration 35Q: 3 clusters Score -1347583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1347607.375000 Penalty: 4776.368164
	Iteration 36Q: 3 clusters Score -1347607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1347638.250000 Penalty: 4776.368164
	Iteration 37Q: 3 clusters Score -1347638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1347669.250000 Penalty: 4776.368164
	Iteration 38Q: 3 clusters Score -1347669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1347691.375000 Penalty: 4776.368164
	Iteration 39Q: 3 clusters Score -1347691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1347710.875000 Penalty: 4776.368164
	Iteration 40F: 3 clusters Score -1347711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1347728.250000 Penalty: 4776.368164
	Iteration 41Q: 3 clusters Score -1347728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1347746.250000 Penalty: 4776.368164
	Iteration 42Q: 3 clusters Score -1347746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1347761.750000 Penalty: 4776.368164
	Iteration 43Q: 3 clusters Score -1347762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1347771.750000 Penalty: 4776.368164
	Iteration 44Q: 3 clusters Score -1347772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1347778.500000 Penalty: 4776.368164
	Iteration 45Q: 3 clusters Score -1347778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1347785.250000 Penalty: 4776.368164
	Iteration 46Q: 3 clusters Score -1347785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1347786.875000 Penalty: 4776.368164
	Iteration 47Q: 3 clusters Score -1347787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1347791.500000 Penalty: 4776.368164
	Iteration 48Q: 3 clusters Score -1347792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1347797.125000 Penalty: 4776.368164
	Iteration 49Q: 3 clusters Score -1347797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1347803.875000 Penalty: 4776.368164
	Iteration 50Q: 3 clusters Score -1347804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1347806.750000 Penalty: 4776.368164
	Iteration 51Q: 3 clusters Score -1347807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1347810.500000 Penalty: 4776.368164
	Iteration 52Q: 3 clusters Score -1347810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1347815.875000 Penalty: 4776.368164
	Iteration 53Q: 3 clusters Score -1347816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1347818.375000 Penalty: 4776.368164
	Iteration 54Q: 3 clusters Score -1347818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1347822.500000 Penalty: 4776.368164
	Iteration 55Q: 3 clusters Score -1347822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1347826.750000 Penalty: 4776.368164
	Iteration 56Q: 3 clusters Score -1347827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1347832.625000 Penalty: 4776.368164
	Iteration 57Q: 3 clusters Score -1347833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1347833.875000 Penalty: 4776.368164
	Iteration 58Q: 3 clusters Score -1347834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1347835.875000 Penalty: 4776.368164
	Iteration 59Q: 3 clusters Score -1347836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1347837.375000 Penalty: 4776.368164
	Iteration 60F: 3 clusters Score -1347837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1347839.500000 Penalty: 4776.368164
	Iteration 61Q: 3 clusters Score -1347840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1347839.500000 Penalty: 4776.368164
	Iteration 62F: 3 clusters Score -1347840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -483310.156250 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -483310.2 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 2822 members 
Entering Unmasked Estep 
Score: -478393.000000 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -478393 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -479722.250000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -479722.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -480036.625000 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -480036.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -480278.093750 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -480278.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -480526.406250 Penalty: 4281.093262
	Iteration 4F: 3 clusters Score -480526.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -480756.718750 Penalty: 4281.093262
	Iteration 5F: 3 clusters Score -480756.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -480965.062500 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -480965.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -481144.843750 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -481144.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -481295.062500 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -481295.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -481418.000000 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -481418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -481552.718750 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -481552.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -481690.375000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -481690.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -481806.906250 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -481806.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -481927.093750 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -481927.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -482048.156250 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -482048.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -482162.125000 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -482162.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -482259.250000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -482259.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -482322.437500 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -482322.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -482379.750000 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -482379.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -482433.968750 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -482434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -482478.093750 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -482478.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -482530.281250 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -482530.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -482580.375000 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -482580.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -482626.625000 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -482626.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -482666.875000 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -482666.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -482706.750000 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -482706.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -482741.000000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -482741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -482771.593750 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -482771.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -482800.312500 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -482800.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -482852.500000 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -482852.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -482910.437500 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -482910.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -482979.937500 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -482979.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -483017.281250 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -483017.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -483047.187500 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -483047.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -483070.000000 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -483070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -483085.562500 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -483085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -483094.312500 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -483094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -483098.593750 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -483098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -483101.593750 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -483101.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -483103.312500 Penalty: 4281.093262
	Iteration 39Q: 3 clusters Score -483103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -483102.968750 Penalty: 4281.093262
	Iteration 40F: 3 clusters Score -483103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Entering Unmasked Estep 
Score: -720772.250000 Penalty: 2229.506104
	Iteration 0F: 2 clusters Score -720772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -714463.562500 Penalty: 4459.012207
	Iteration 0F: 3 clusters Score -714463.6 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -716318.312500 Penalty: 4459.012207
	Iteration 1F: 3 clusters Score -716318.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -716698.812500 Penalty: 4459.012207
	Iteration 2F: 3 clusters Score -716698.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -717003.437500 Penalty: 4459.012207
	Iteration 3F: 3 clusters Score -717003.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -717256.250000 Penalty: 4459.012207
	Iteration 4F: 3 clusters Score -717256.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -717465.187500 Penalty: 4459.012207
	Iteration 5Q: 3 clusters Score -717465.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -717651.437500 Penalty: 4459.012207
	Iteration 6Q: 3 clusters Score -717651.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -717801.625000 Penalty: 4459.012207
	Iteration 7Q: 3 clusters Score -717801.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -717926.000000 Penalty: 4459.012207
	Iteration 8Q: 3 clusters Score -717926 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -718032.937500 Penalty: 4459.012207
	Iteration 9Q: 3 clusters Score -718032.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -718128.500000 Penalty: 4459.012207
	Iteration 10Q: 3 clusters Score -718128.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -718211.937500 Penalty: 4459.012207
	Iteration 11Q: 3 clusters Score -718211.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -718288.375000 Penalty: 4459.012207
	Iteration 12Q: 3 clusters Score -718288.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -718351.000000 Penalty: 4459.012207
	Iteration 13Q: 3 clusters Score -718351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -718424.000000 Penalty: 4459.012207
	Iteration 14Q: 3 clusters Score -718424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -718493.125000 Penalty: 4459.012207
	Iteration 15Q: 3 clusters Score -718493.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -718564.000000 Penalty: 4459.012207
	Iteration 16Q: 3 clusters Score -718564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -718642.062500 Penalty: 4459.012207
	Iteration 17Q: 3 clusters Score -718642.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -718718.812500 Penalty: 4459.012207
	Iteration 18Q: 3 clusters Score -718718.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -718783.875000 Penalty: 4459.012207
	Iteration 19Q: 3 clusters Score -718783.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -718839.750000 Penalty: 4459.012207
	Iteration 20F: 3 clusters Score -718839.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -718891.812500 Penalty: 4459.012207
	Iteration 21Q: 3 clusters Score -718891.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -718940.687500 Penalty: 4459.012207
	Iteration 22Q: 3 clusters Score -718940.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -718986.937500 Penalty: 4459.012207
	Iteration 23Q: 3 clusters Score -718986.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -719025.000000 Penalty: 4459.012207
	Iteration 24Q: 3 clusters Score -719025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -719054.875000 Penalty: 4459.012207
	Iteration 25Q: 3 clusters Score -719054.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -719076.687500 Penalty: 4459.012207
	Iteration 26Q: 3 clusters Score -719076.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -719095.437500 Penalty: 4459.012207
	Iteration 27Q: 3 clusters Score -719095.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -719119.625000 Penalty: 4459.012207
	Iteration 28Q: 3 clusters Score -719119.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -719144.062500 Penalty: 4459.012207
	Iteration 29Q: 3 clusters Score -719144.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -719167.125000 Penalty: 4459.012207
	Iteration 30Q: 3 clusters Score -719167.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -719185.187500 Penalty: 4459.012207
	Iteration 31Q: 3 clusters Score -719185.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -719201.937500 Penalty: 4459.012207
	Iteration 32Q: 3 clusters Score -719201.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -719215.875000 Penalty: 4459.012207
	Iteration 33Q: 3 clusters Score -719215.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -719226.562500 Penalty: 4459.012207
	Iteration 34Q: 3 clusters Score -719226.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -719237.562500 Penalty: 4459.012207
	Iteration 35Q: 3 clusters Score -719237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -719246.125000 Penalty: 4459.012207
	Iteration 36Q: 3 clusters Score -719246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -719255.250000 Penalty: 4459.012207
	Iteration 37Q: 3 clusters Score -719255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -719266.000000 Penalty: 4459.012207
	Iteration 38Q: 3 clusters Score -719266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -719273.500000 Penalty: 4459.012207
	Iteration 39Q: 3 clusters Score -719273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -719276.000000 Penalty: 4459.012207
	Iteration 40F: 3 clusters Score -719276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -719278.875000 Penalty: 4459.012207
	Iteration 41Q: 3 clusters Score -719278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -719278.312500 Penalty: 4459.012207
	Iteration 42Q: 3 clusters Score -719278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -719280.312500 Penalty: 4459.012207
	Iteration 43Q: 3 clusters Score -719280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -719280.312500 Penalty: 4459.012207
	Iteration 44Q: 3 clusters Score -719280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -719280.312500 Penalty: 4459.012207
	Iteration 45F: 3 clusters Score -719280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -2037681.500000 Penalty: 2475.873535
	Iteration 0F: 2 clusters Score -2037682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2022494.625000 Penalty: 4951.747070
	Iteration 0F: 3 clusters Score -2022495 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2027683.125000 Penalty: 4951.747070
	Iteration 1F: 3 clusters Score -2027683 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2028188.250000 Penalty: 4951.747070
	Iteration 2F: 3 clusters Score -2028188 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2028687.375000 Penalty: 4951.747070
	Iteration 3F: 3 clusters Score -2028687 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2029208.125000 Penalty: 4951.747070
	Iteration 4Q: 3 clusters Score -2029208 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2029751.500000 Penalty: 4951.747070
	Iteration 5Q: 3 clusters Score -2029752 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2030391.000000 Penalty: 4951.747070
	Iteration 6F: 3 clusters Score -2030391 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2031069.375000 Penalty: 4951.747070
	Iteration 7F: 3 clusters Score -2031069 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2031683.750000 Penalty: 4951.747070
	Iteration 8F: 3 clusters Score -2031684 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2032218.875000 Penalty: 4951.747070
	Iteration 9Q: 3 clusters Score -2032219 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2032660.375000 Penalty: 4951.747070
	Iteration 10Q: 3 clusters Score -2032660 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2032994.125000 Penalty: 4951.747070
	Iteration 11Q: 3 clusters Score -2032994 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2033263.250000 Penalty: 4951.747070
	Iteration 12Q: 3 clusters Score -2033263 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2033563.875000 Penalty: 4951.747070
	Iteration 13Q: 3 clusters Score -2033564 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2033828.750000 Penalty: 4951.747070
	Iteration 14Q: 3 clusters Score -2033829 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2034069.875000 Penalty: 4951.747070
	Iteration 15Q: 3 clusters Score -2034070 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2034295.375000 Penalty: 4951.747070
	Iteration 16Q: 3 clusters Score -2034295 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2034474.875000 Penalty: 4951.747070
	Iteration 17Q: 3 clusters Score -2034475 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2034601.000000 Penalty: 4951.747070
	Iteration 18Q: 3 clusters Score -2034601 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2034697.125000 Penalty: 4951.747070
	Iteration 19Q: 3 clusters Score -2034697 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2034774.625000 Penalty: 4951.747070
	Iteration 20F: 3 clusters Score -2034775 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2034835.875000 Penalty: 4951.747070
	Iteration 21Q: 3 clusters Score -2034836 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2034870.250000 Penalty: 4951.747070
	Iteration 22Q: 3 clusters Score -2034870 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2034912.125000 Penalty: 4951.747070
	Iteration 23Q: 3 clusters Score -2034912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2034949.375000 Penalty: 4951.747070
	Iteration 24Q: 3 clusters Score -2034949 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2034982.625000 Penalty: 4951.747070
	Iteration 25Q: 3 clusters Score -2034983 nChanged 140
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: -2035013.625000 Penalty: 4951.747070
	Iteration 26Q: 3 clusters Score -2035014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2035040.250000 Penalty: 4951.747070
	Iteration 27Q: 3 clusters Score -2035040 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2035072.500000 Penalty: 4951.747070
	Iteration 28Q: 3 clusters Score -2035072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2035112.250000 Penalty: 4951.747070
	Iteration 29Q: 3 clusters Score -2035112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2035131.750000 Penalty: 4951.747070
	Iteration 30Q: 3 clusters Score -2035132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2035182.250000 Penalty: 4951.747070
	Iteration 31Q: 3 clusters Score -2035182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2035227.125000 Penalty: 4951.747070
	Iteration 32Q: 3 clusters Score -2035227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2035264.375000 Penalty: 4951.747070
	Iteration 33Q: 3 clusters Score -2035264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2035301.625000 Penalty: 4951.747070
	Iteration 34Q: 3 clusters Score -2035302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2035333.250000 Penalty: 4951.747070
	Iteration 35Q: 3 clusters Score -2035333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2035346.750000 Penalty: 4951.747070
	Iteration 36Q: 3 clusters Score -2035347 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2035368.500000 Penalty: 4951.747070
	Iteration 37Q: 3 clusters Score -2035368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2035394.250000 Penalty: 4951.747070
	Iteration 38Q: 3 clusters Score -2035394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2035399.375000 Penalty: 4951.747070
	Iteration 39Q: 3 clusters Score -2035399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2035409.000000 Penalty: 4951.747070
	Iteration 40F: 3 clusters Score -2035409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2035416.250000 Penalty: 4951.747070
	Iteration 41Q: 3 clusters Score -2035416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2035417.625000 Penalty: 4951.747070
	Iteration 42Q: 3 clusters Score -2035418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2035424.750000 Penalty: 4951.747070
	Iteration 43Q: 3 clusters Score -2035425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2035437.250000 Penalty: 4951.747070
	Iteration 44Q: 3 clusters Score -2035437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2035446.625000 Penalty: 4951.747070
	Iteration 45Q: 3 clusters Score -2035447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2035456.875000 Penalty: 4951.747070
	Iteration 46Q: 3 clusters Score -2035457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2035463.750000 Penalty: 4951.747070
	Iteration 47Q: 3 clusters Score -2035464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2035474.875000 Penalty: 4951.747070
	Iteration 48Q: 3 clusters Score -2035475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2035474.250000 Penalty: 4951.747070
	Iteration 49Q: 3 clusters Score -2035474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2035480.875000 Penalty: 4951.747070
	Iteration 50Q: 3 clusters Score -2035481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2035484.250000 Penalty: 4951.747070
	Iteration 51Q: 3 clusters Score -2035484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2035490.250000 Penalty: 4951.747070
	Iteration 52Q: 3 clusters Score -2035490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2035498.625000 Penalty: 4951.747070
	Iteration 53Q: 3 clusters Score -2035499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2035502.375000 Penalty: 4951.747070
	Iteration 54Q: 3 clusters Score -2035502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2035506.375000 Penalty: 4951.747070
	Iteration 55Q: 3 clusters Score -2035506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2035517.125000 Penalty: 4951.747070
	Iteration 56Q: 3 clusters Score -2035517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2035526.000000 Penalty: 4951.747070
	Iteration 57Q: 3 clusters Score -2035526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2035539.625000 Penalty: 4951.747070
	Iteration 58Q: 3 clusters Score -2035540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2035554.500000 Penalty: 4951.747070
	Iteration 59Q: 3 clusters Score -2035554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2035559.875000 Penalty: 4951.747070
	Iteration 60F: 3 clusters Score -2035560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2035560.500000 Penalty: 4951.747070
	Iteration 61Q: 3 clusters Score -2035560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2035571.500000 Penalty: 4951.747070
	Iteration 62Q: 3 clusters Score -2035572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2035580.375000 Penalty: 4951.747070
	Iteration 63Q: 3 clusters Score -2035580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2035585.250000 Penalty: 4951.747070
	Iteration 64Q: 3 clusters Score -2035585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2035594.875000 Penalty: 4951.747070
	Iteration 65Q: 3 clusters Score -2035595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2035606.375000 Penalty: 4951.747070
	Iteration 66Q: 3 clusters Score -2035606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2035619.375000 Penalty: 4951.747070
	Iteration 67Q: 3 clusters Score -2035619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2035623.000000 Penalty: 4951.747070
	Iteration 68Q: 3 clusters Score -2035623 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2035637.625000 Penalty: 4951.747070
	Iteration 69Q: 3 clusters Score -2035638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2035648.750000 Penalty: 4951.747070
	Iteration 70Q: 3 clusters Score -2035649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2035676.250000 Penalty: 4951.747070
	Iteration 71Q: 3 clusters Score -2035676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2035703.000000 Penalty: 4951.747070
	Iteration 72Q: 3 clusters Score -2035703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2035731.625000 Penalty: 4951.747070
	Iteration 73Q: 3 clusters Score -2035732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2035776.000000 Penalty: 4951.747070
	Iteration 74Q: 3 clusters Score -2035776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2035809.250000 Penalty: 4951.747070
	Iteration 75Q: 3 clusters Score -2035809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2035839.625000 Penalty: 4951.747070
	Iteration 76Q: 3 clusters Score -2035840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2035860.250000 Penalty: 4951.747070
	Iteration 77Q: 3 clusters Score -2035860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2035879.375000 Penalty: 4951.747070
	Iteration 78Q: 3 clusters Score -2035879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2035888.000000 Penalty: 4951.747070
	Iteration 79Q: 3 clusters Score -2035888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2035902.250000 Penalty: 4951.747070
	Iteration 80F: 3 clusters Score -2035902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2035914.625000 Penalty: 4951.747070
	Iteration 81Q: 3 clusters Score -2035915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2035921.500000 Penalty: 4951.747070
	Iteration 82Q: 3 clusters Score -2035922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2035927.875000 Penalty: 4951.747070
	Iteration 83Q: 3 clusters Score -2035928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2035937.875000 Penalty: 4951.747070
	Iteration 84Q: 3 clusters Score -2035938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2035944.375000 Penalty: 4951.747070
	Iteration 85Q: 3 clusters Score -2035944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2035945.750000 Penalty: 4951.747070
	Iteration 86Q: 3 clusters Score -2035946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2035941.375000 Penalty: 4951.747070
	Iteration 87Q: 3 clusters Score -2035941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2035946.750000 Penalty: 4951.747070
	Iteration 88Q: 3 clusters Score -2035947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2035953.375000 Penalty: 4951.747070
	Iteration 89Q: 3 clusters Score -2035953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2035961.625000 Penalty: 4951.747070
	Iteration 90Q: 3 clusters Score -2035962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2035966.000000 Penalty: 4951.747070
	Iteration 91Q: 3 clusters Score -2035966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2035970.375000 Penalty: 4951.747070
	Iteration 92Q: 3 clusters Score -2035970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2035970.625000 Penalty: 4951.747070
	Iteration 93Q: 3 clusters Score -2035971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2035972.875000 Penalty: 4951.747070
	Iteration 94Q: 3 clusters Score -2035973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2035978.000000 Penalty: 4951.747070
	Iteration 95Q: 3 clusters Score -2035978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2035979.625000 Penalty: 4951.747070
	Iteration 96Q: 3 clusters Score -2035980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2035977.250000 Penalty: 4951.747070
	Iteration 97Q: 3 clusters Score -2035977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2035980.000000 Penalty: 4951.747070
	Iteration 98Q: 3 clusters Score -2035980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2035979.750000 Penalty: 4951.747070
	Iteration 99Q: 3 clusters Score -2035980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2035979.750000 Penalty: 4951.747070
	Iteration 100F: 3 clusters Score -2035980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2035981.750000 Penalty: 4951.747070
	Iteration 101Q: 3 clusters Score -2035982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2035978.750000 Penalty: 4951.747070
	Iteration 102Q: 3 clusters Score -2035979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2035980.000000 Penalty: 4951.747070
	Iteration 103Q: 3 clusters Score -2035980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2035979.500000 Penalty: 4951.747070
	Iteration 104Q: 3 clusters Score -2035980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2035982.000000 Penalty: 4951.747070
	Iteration 105Q: 3 clusters Score -2035982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2035985.875000 Penalty: 4951.747070
	Iteration 106Q: 3 clusters Score -2035986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2035985.125000 Penalty: 4951.747070
	Iteration 107Q: 3 clusters Score -2035985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2035987.875000 Penalty: 4951.747070
	Iteration 108Q: 3 clusters Score -2035988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2035984.625000 Penalty: 4951.747070
	Iteration 109Q: 3 clusters Score -2035985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2035980.250000 Penalty: 4951.747070
	Iteration 110Q: 3 clusters Score -2035980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2035983.750000 Penalty: 4951.747070
	Iteration 111Q: 3 clusters Score -2035984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2035985.750000 Penalty: 4951.747070
	Iteration 112Q: 3 clusters Score -2035986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2035986.875000 Penalty: 4951.747070
	Iteration 113Q: 3 clusters Score -2035987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2035987.375000 Penalty: 4951.747070
	Iteration 114Q: 3 clusters Score -2035987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2035990.125000 Penalty: 4951.747070
	Iteration 115Q: 3 clusters Score -2035990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2035990.250000 Penalty: 4951.747070
	Iteration 116Q: 3 clusters Score -2035990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2035988.250000 Penalty: 4951.747070
	Iteration 117Q: 3 clusters Score -2035988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2035987.125000 Penalty: 4951.747070
	Iteration 118Q: 3 clusters Score -2035987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2035987.125000 Penalty: 4951.747070
	Iteration 119F: 3 clusters Score -2035987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 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 259 members 
Entering Unmasked Estep 
Score: -44057.121094 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44057.12 nChanged 134
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: -44330.980469 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44330.98 nChanged 42
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: -44458.773438 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44458.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44541.167969 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -44541.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44605.593750 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -44605.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44655.328125 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -44655.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44694.140625 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -44694.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44746.781250 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -44746.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44795.566406 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -44795.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44855.628906 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -44855.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -44900.421875 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -44900.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44918.339844 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -44918.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -44936.917969 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -44936.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -44944.902344 Penalty: 3114.146729
	Iteration 13F: 3 clusters Score -44944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -44968.015625 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -44968.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -44986.906250 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -44986.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -44990.304688 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -44990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -44992.578125 Penalty: 3114.146729
	Iteration 17Q: 3 clusters Score -44992.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -44992.578125 Penalty: 3114.146729
	Iteration 18F: 3 clusters Score -44992.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -502973.656250 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -502973.7 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 2702 members 
Entering Unmasked Estep 
Score: -498200.937500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -498200.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -499394.500000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -499394.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -499676.375000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -499676.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -499869.187500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -499869.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -500020.968750 Penalty: 4260.675781
	Iteration 4Q: 3 clusters Score -500021 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -500177.343750 Penalty: 4260.675781
	Iteration 5Q: 3 clusters Score -500177.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -500384.625000 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -500384.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -500688.406250 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -500688.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -501034.687500 Penalty: 4260.675781
	Iteration 8F: 3 clusters Score -501034.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -501387.437500 Penalty: 4260.675781
	Iteration 9F: 3 clusters Score -501387.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -501675.218750 Penalty: 4260.675781
	Iteration 10F: 3 clusters Score -501675.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -501938.937500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -501938.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -502154.062500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -502154.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -502343.093750 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -502343.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -502536.906250 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -502536.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -502697.500000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -502697.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -502784.687500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -502784.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -502809.375000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -502809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -502817.625000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -502817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -502822.906250 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -502822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -502824.687500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -502824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -502825.812500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -502825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -502826.000000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -502826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -502827.625000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -502827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -502828.906250 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -502828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -502828.875000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -502828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -502829.406250 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -502829.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -502829.406250 Penalty: 4260.675781
	Iteration 27F: 3 clusters Score -502829.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -170423.968750 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -170424 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 1190 members 
Entering Unmasked Estep 
Score: -167629.796875 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -167629.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -168402.015625 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -168402 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -168699.968750 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -168700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -168928.718750 Penalty: 3850.669434
	Iteration 3F: 3 clusters Score -168928.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169073.265625 Penalty: 3850.669434
	Iteration 4F: 3 clusters Score -169073.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -169185.828125 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -169185.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169275.062500 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -169275.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -169341.390625 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -169341.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -169391.343750 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -169391.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -169434.000000 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -169434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169461.859375 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -169461.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169486.046875 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -169486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -169503.375000 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -169503.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -169517.875000 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -169517.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -169532.046875 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -169532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -169539.437500 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -169539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -169545.812500 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -169545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -169549.937500 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -169549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -169555.125000 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -169555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -169556.656250 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -169556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169559.328125 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -169559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -169562.687500 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -169562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -169564.171875 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -169564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -169565.375000 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -169565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -169565.375000 Penalty: 3850.669434
	Iteration 24F: 3 clusters Score -169565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -638768.437500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -638768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -633316.250000 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -633316.2 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -634782.500000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -634782.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -634989.750000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -634989.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -635121.187500 Penalty: 4353.437988
	Iteration 3Q: 3 clusters Score -635121.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -635232.812500 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -635232.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -635338.062500 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -635338.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -635446.125000 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -635446.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -635538.812500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -635538.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -635633.562500 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -635633.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -635748.562500 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -635748.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -635860.000000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -635860 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -635967.562500 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -635967.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -636095.062500 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -636095.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -636258.375000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -636258.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -636494.500000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -636494.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -636840.687500 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -636840.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -637159.250000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -637159.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -637383.375000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -637383.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -637530.125000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -637530.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -637657.812500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -637657.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -637761.687500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -637761.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -637803.187500 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -637803.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -637824.062500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -637824.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -637833.937500 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -637833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -637837.750000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -637837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -637842.062500 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -637842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -637845.875000 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -637845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -637847.312500 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -637847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -637848.875000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -637848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -637851.125000 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -637851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -637851.750000 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -637851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -637851.625000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -637851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -637852.187500 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -637852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -637851.875000 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -637851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -637851.687500 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -637851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -637853.375000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -637853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -637856.625000 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -637856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -637856.937500 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -637856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -637856.937500 Penalty: 4353.437988
	Iteration 38F: 3 clusters Score -637856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Entering Unmasked Estep 
Score: -5023441.000000 Penalty: 2685.477783
	Iteration 0F: 2 clusters Score -5023441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4989674.500000 Penalty: 5370.955566
	Iteration 0F: 3 clusters Score -4989674 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -5002278.000000 Penalty: 5370.955566
	Iteration 1F: 3 clusters Score -5002278 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -5002804.000000 Penalty: 5370.955566
	Iteration 2Q: 3 clusters Score -5002804 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5003324.000000 Penalty: 5370.955566
	Iteration 3Q: 3 clusters Score -5003324 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5003916.500000 Penalty: 5370.955566
	Iteration 4Q: 3 clusters Score -5003916 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -5004606.500000 Penalty: 5370.955566
	Iteration 5Q: 3 clusters Score -5004606 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -5005696.500000 Penalty: 5370.955566
	Iteration 6Q: 3 clusters Score -5005696 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5007280.000000 Penalty: 5370.955566
	Iteration 7F: 3 clusters Score -5007280 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5009687.500000 Penalty: 5370.955566
	Iteration 8F: 3 clusters Score -5009688 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5012957.000000 Penalty: 5370.955566
	Iteration 9F: 3 clusters Score -5012957 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5016162.000000 Penalty: 5370.955566
	Iteration 10F: 3 clusters Score -5016162 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -5018623.000000 Penalty: 5370.955566
	Iteration 11F: 3 clusters Score -5018623 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -5019959.000000 Penalty: 5370.955566
	Iteration 12Q: 3 clusters Score -5019959 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -5020569.000000 Penalty: 5370.955566
	Iteration 13Q: 3 clusters Score -5020569 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5020828.000000 Penalty: 5370.955566
	Iteration 14Q: 3 clusters Score -5020828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -5020933.000000 Penalty: 5370.955566
	Iteration 15Q: 3 clusters Score -5020933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -5020998.000000 Penalty: 5370.955566
	Iteration 16Q: 3 clusters Score -5020998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -5021031.500000 Penalty: 5370.955566
	Iteration 17Q: 3 clusters Score -5021032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -5021050.000000 Penalty: 5370.955566
	Iteration 18Q: 3 clusters Score -5021050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -5021062.500000 Penalty: 5370.955566
	Iteration 19Q: 3 clusters Score -5021062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -5021064.500000 Penalty: 5370.955566
	Iteration 20F: 3 clusters Score -5021064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -5021078.000000 Penalty: 5370.955566
	Iteration 21Q: 3 clusters Score -5021078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -5021087.000000 Penalty: 5370.955566
	Iteration 22Q: 3 clusters Score -5021087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -5021088.000000 Penalty: 5370.955566
	Iteration 23Q: 3 clusters Score -5021088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -5021092.500000 Penalty: 5370.955566
	Iteration 24Q: 3 clusters Score -5021092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -5021099.500000 Penalty: 5370.955566
	Iteration 25Q: 3 clusters Score -5021100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -5021104.500000 Penalty: 5370.955566
	Iteration 26Q: 3 clusters Score -5021104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -5021109.000000 Penalty: 5370.955566
	Iteration 27Q: 3 clusters Score -5021109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -5021111.000000 Penalty: 5370.955566
	Iteration 28Q: 3 clusters Score -5021111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -5021111.000000 Penalty: 5370.955566
	Iteration 29F: 3 clusters Score -5021111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -506884.093750 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -506884.1 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 2658 members 
Entering Unmasked Estep 
Score: -502230.156250 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -502230.2 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -503435.875000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -503435.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -503726.750000 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -503726.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -504025.531250 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -504025.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -504433.875000 Penalty: 4250.425781
	Iteration 4F: 3 clusters Score -504433.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -504996.406250 Penalty: 4250.425781
	Iteration 5F: 3 clusters Score -504996.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -505605.093750 Penalty: 4250.425781
	Iteration 6F: 3 clusters Score -505605.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -506008.062500 Penalty: 4250.425781
	Iteration 7F: 3 clusters Score -506008.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -506165.875000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -506165.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -506238.875000 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -506238.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -506278.937500 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -506278.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -506295.843750 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -506295.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -506307.687500 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -506307.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -506314.781250 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -506314.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -506323.281250 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -506323.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -506326.531250 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -506326.5 nChanged 8
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: -506328.500000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -506328.5 nChanged 2
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: -506329.000000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -506329 nChanged 0
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: -506329.000000 Penalty: 4250.425781
	Iteration 18F: 3 clusters Score -506329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -101797.992188 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -101798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99728.812500 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -99728.81 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -100121.796875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -100121.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100254.640625 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -100254.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -100316.945312 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -100316.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -100370.406250 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -100370.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -100401.335938 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -100401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -100418.976562 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -100419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -100431.273438 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -100431.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -100458.085938 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -100458.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100488.593750 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -100488.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -100508.195312 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -100508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -100536.351562 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -100536.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -100567.789062 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -100567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -100584.085938 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -100584.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -100594.554688 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -100594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -100599.796875 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -100599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -100602.320312 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -100602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -100615.359375 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -100615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -100624.695312 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -100624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -100638.296875 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -100638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -100648.601562 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -100648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -100668.843750 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -100668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -100682.820312 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -100682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -100694.414062 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -100694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -100698.750000 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -100698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -100699.656250 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -100699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -100699.656250 Penalty: 3523.655518
	Iteration 26F: 3 clusters Score -100699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -919093.000000 Penalty: 2293.724121
	Iteration 0F: 2 clusters Score -919093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -911216.812500 Penalty: 4587.448242
	Iteration 0F: 3 clusters Score -911216.8 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -913609.625000 Penalty: 4587.448242
	Iteration 1F: 3 clusters Score -913609.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -914036.375000 Penalty: 4587.448242
	Iteration 2F: 3 clusters Score -914036.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -914385.125000 Penalty: 4587.448242
	Iteration 3F: 3 clusters Score -914385.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -914727.625000 Penalty: 4587.448242
	Iteration 4F: 3 clusters Score -914727.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -915052.187500 Penalty: 4587.448242
	Iteration 5F: 3 clusters Score -915052.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -915377.687500 Penalty: 4587.448242
	Iteration 6Q: 3 clusters Score -915377.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -915711.625000 Penalty: 4587.448242
	Iteration 7Q: 3 clusters Score -915711.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -916028.312500 Penalty: 4587.448242
	Iteration 8Q: 3 clusters Score -916028.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -916315.187500 Penalty: 4587.448242
	Iteration 9Q: 3 clusters Score -916315.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -916594.562500 Penalty: 4587.448242
	Iteration 10Q: 3 clusters Score -916594.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -916807.062500 Penalty: 4587.448242
	Iteration 11Q: 3 clusters Score -916807.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -916942.500000 Penalty: 4587.448242
	Iteration 12Q: 3 clusters Score -916942.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -917046.125000 Penalty: 4587.448242
	Iteration 13Q: 3 clusters Score -917046.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -917128.562500 Penalty: 4587.448242
	Iteration 14Q: 3 clusters Score -917128.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -917192.062500 Penalty: 4587.448242
	Iteration 15Q: 3 clusters Score -917192.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -917249.250000 Penalty: 4587.448242
	Iteration 16Q: 3 clusters Score -917249.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -917297.562500 Penalty: 4587.448242
	Iteration 17Q: 3 clusters Score -917297.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -917332.000000 Penalty: 4587.448242
	Iteration 18Q: 3 clusters Score -917332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -917365.812500 Penalty: 4587.448242
	Iteration 19Q: 3 clusters Score -917365.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -917387.500000 Penalty: 4587.448242
	Iteration 20F: 3 clusters Score -917387.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -917404.000000 Penalty: 4587.448242
	Iteration 21Q: 3 clusters Score -917404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -917424.500000 Penalty: 4587.448242
	Iteration 22Q: 3 clusters Score -917424.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -917442.312500 Penalty: 4587.448242
	Iteration 23Q: 3 clusters Score -917442.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -917452.312500 Penalty: 4587.448242
	Iteration 24Q: 3 clusters Score -917452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -917463.875000 Penalty: 4587.448242
	Iteration 25Q: 3 clusters Score -917463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -917475.937500 Penalty: 4587.448242
	Iteration 26Q: 3 clusters Score -917475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -917478.812500 Penalty: 4587.448242
	Iteration 27Q: 3 clusters Score -917478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -917485.750000 Penalty: 4587.448242
	Iteration 28Q: 3 clusters Score -917485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -917492.187500 Penalty: 4587.448242
	Iteration 29Q: 3 clusters Score -917492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -917494.250000 Penalty: 4587.448242
	Iteration 30Q: 3 clusters Score -917494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -917498.125000 Penalty: 4587.448242
	Iteration 31Q: 3 clusters Score -917498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -917503.687500 Penalty: 4587.448242
	Iteration 32Q: 3 clusters Score -917503.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -917509.000000 Penalty: 4587.448242
	Iteration 33Q: 3 clusters Score -917509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -917509.375000 Penalty: 4587.448242
	Iteration 34Q: 3 clusters Score -917509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -917511.312500 Penalty: 4587.448242
	Iteration 35Q: 3 clusters Score -917511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -917514.812500 Penalty: 4587.448242
	Iteration 36Q: 3 clusters Score -917514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -917517.062500 Penalty: 4587.448242
	Iteration 37Q: 3 clusters Score -917517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -917517.562500 Penalty: 4587.448242
	Iteration 38Q: 3 clusters Score -917517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -917518.687500 Penalty: 4587.448242
	Iteration 39Q: 3 clusters Score -917518.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -917518.687500 Penalty: 4587.448242
	Iteration 40F: 3 clusters Score -917518.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Entering Unmasked Estep 
Score: -410028.468750 Penalty: 2073.877441
	Iteration 0F: 2 clusters Score -410028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -405943.781250 Penalty: 4147.754883
	Iteration 0F: 3 clusters Score -405943.8 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -406902.812500 Penalty: 4147.754883
	Iteration 1F: 3 clusters Score -406902.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -407073.531250 Penalty: 4147.754883
	Iteration 2F: 3 clusters Score -407073.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -407176.781250 Penalty: 4147.754883
	Iteration 3Q: 3 clusters Score -407176.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -407250.312500 Penalty: 4147.754883
	Iteration 4Q: 3 clusters Score -407250.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -407313.968750 Penalty: 4147.754883
	Iteration 5Q: 3 clusters Score -407314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -407363.625000 Penalty: 4147.754883
	Iteration 6Q: 3 clusters Score -407363.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -407416.500000 Penalty: 4147.754883
	Iteration 7Q: 3 clusters Score -407416.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -407458.968750 Penalty: 4147.754883
	Iteration 8Q: 3 clusters Score -407459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -407497.281250 Penalty: 4147.754883
	Iteration 9Q: 3 clusters Score -407497.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -407530.937500 Penalty: 4147.754883
	Iteration 10Q: 3 clusters Score -407530.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -407559.593750 Penalty: 4147.754883
	Iteration 11Q: 3 clusters Score -407559.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -407583.843750 Penalty: 4147.754883
	Iteration 12Q: 3 clusters Score -407583.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -407599.093750 Penalty: 4147.754883
	Iteration 13Q: 3 clusters Score -407599.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -407619.218750 Penalty: 4147.754883
	Iteration 14Q: 3 clusters Score -407619.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -407639.125000 Penalty: 4147.754883
	Iteration 15Q: 3 clusters Score -407639.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -407658.093750 Penalty: 4147.754883
	Iteration 16Q: 3 clusters Score -407658.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -407680.500000 Penalty: 4147.754883
	Iteration 17Q: 3 clusters Score -407680.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -407699.000000 Penalty: 4147.754883
	Iteration 18Q: 3 clusters Score -407699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -407715.437500 Penalty: 4147.754883
	Iteration 19Q: 3 clusters Score -407715.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -407733.281250 Penalty: 4147.754883
	Iteration 20F: 3 clusters Score -407733.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -407751.812500 Penalty: 4147.754883
	Iteration 21Q: 3 clusters Score -407751.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -407767.375000 Penalty: 4147.754883
	Iteration 22Q: 3 clusters Score -407767.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -407778.375000 Penalty: 4147.754883
	Iteration 23Q: 3 clusters Score -407778.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -407792.000000 Penalty: 4147.754883
	Iteration 24Q: 3 clusters Score -407792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -407800.031250 Penalty: 4147.754883
	Iteration 25Q: 3 clusters Score -407800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -407807.718750 Penalty: 4147.754883
	Iteration 26Q: 3 clusters Score -407807.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -407815.125000 Penalty: 4147.754883
	Iteration 27Q: 3 clusters Score -407815.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -407824.375000 Penalty: 4147.754883
	Iteration 28Q: 3 clusters Score -407824.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -407831.437500 Penalty: 4147.754883
	Iteration 29Q: 3 clusters Score -407831.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -407835.781250 Penalty: 4147.754883
	Iteration 30Q: 3 clusters Score -407835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -407842.656250 Penalty: 4147.754883
	Iteration 31Q: 3 clusters Score -407842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -407849.125000 Penalty: 4147.754883
	Iteration 32Q: 3 clusters Score -407849.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -407855.500000 Penalty: 4147.754883
	Iteration 33Q: 3 clusters Score -407855.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -407863.968750 Penalty: 4147.754883
	Iteration 34Q: 3 clusters Score -407864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -407874.375000 Penalty: 4147.754883
	Iteration 35Q: 3 clusters Score -407874.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -407883.937500 Penalty: 4147.754883
	Iteration 36Q: 3 clusters Score -407883.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -407895.406250 Penalty: 4147.754883
	Iteration 37Q: 3 clusters Score -407895.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -407906.000000 Penalty: 4147.754883
	Iteration 38Q: 3 clusters Score -407906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -407921.531250 Penalty: 4147.754883
	Iteration 39Q: 3 clusters Score -407921.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -407937.968750 Penalty: 4147.754883
	Iteration 40F: 3 clusters Score -407938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -407952.250000 Penalty: 4147.754883
	Iteration 41Q: 3 clusters Score -407952.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -407966.000000 Penalty: 4147.754883
	Iteration 42Q: 3 clusters Score -407966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -407976.781250 Penalty: 4147.754883
	Iteration 43Q: 3 clusters Score -407976.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -407994.375000 Penalty: 4147.754883
	Iteration 44Q: 3 clusters Score -407994.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -408012.375000 Penalty: 4147.754883
	Iteration 45Q: 3 clusters Score -408012.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -408031.156250 Penalty: 4147.754883
	Iteration 46Q: 3 clusters Score -408031.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -408052.593750 Penalty: 4147.754883
	Iteration 47Q: 3 clusters Score -408052.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -408076.875000 Penalty: 4147.754883
	Iteration 48Q: 3 clusters Score -408076.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -408111.062500 Penalty: 4147.754883
	Iteration 49Q: 3 clusters Score -408111.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -408142.937500 Penalty: 4147.754883
	Iteration 50Q: 3 clusters Score -408142.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -408170.468750 Penalty: 4147.754883
	Iteration 51Q: 3 clusters Score -408170.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -408202.625000 Penalty: 4147.754883
	Iteration 52Q: 3 clusters Score -408202.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -408227.343750 Penalty: 4147.754883
	Iteration 53Q: 3 clusters Score -408227.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -408252.937500 Penalty: 4147.754883
	Iteration 54Q: 3 clusters Score -408252.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -408285.656250 Penalty: 4147.754883
	Iteration 55Q: 3 clusters Score -408285.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -408320.593750 Penalty: 4147.754883
	Iteration 56Q: 3 clusters Score -408320.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -408342.437500 Penalty: 4147.754883
	Iteration 57Q: 3 clusters Score -408342.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -408359.281250 Penalty: 4147.754883
	Iteration 58Q: 3 clusters Score -408359.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -408377.531250 Penalty: 4147.754883
	Iteration 59Q: 3 clusters Score -408377.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -408389.375000 Penalty: 4147.754883
	Iteration 60F: 3 clusters Score -408389.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -408402.906250 Penalty: 4147.754883
	Iteration 61Q: 3 clusters Score -408402.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -408407.906250 Penalty: 4147.754883
	Iteration 62Q: 3 clusters Score -408407.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -408416.562500 Penalty: 4147.754883
	Iteration 63Q: 3 clusters Score -408416.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -408426.406250 Penalty: 4147.754883
	Iteration 64Q: 3 clusters Score -408426.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -408436.343750 Penalty: 4147.754883
	Iteration 65Q: 3 clusters Score -408436.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -408442.250000 Penalty: 4147.754883
	Iteration 66Q: 3 clusters Score -408442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -408449.812500 Penalty: 4147.754883
	Iteration 67Q: 3 clusters Score -408449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -408455.875000 Penalty: 4147.754883
	Iteration 68Q: 3 clusters Score -408455.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -408464.593750 Penalty: 4147.754883
	Iteration 69Q: 3 clusters Score -408464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -408469.531250 Penalty: 4147.754883
	Iteration 70Q: 3 clusters Score -408469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -408471.562500 Penalty: 4147.754883
	Iteration 71Q: 3 clusters Score -408471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -408476.000000 Penalty: 4147.754883
	Iteration 72Q: 3 clusters Score -408476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -408479.187500 Penalty: 4147.754883
	Iteration 73Q: 3 clusters Score -408479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -408481.156250 Penalty: 4147.754883
	Iteration 74Q: 3 clusters Score -408481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -408483.718750 Penalty: 4147.754883
	Iteration 75Q: 3 clusters Score -408483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -408485.562500 Penalty: 4147.754883
	Iteration 76Q: 3 clusters Score -408485.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -408485.937500 Penalty: 4147.754883
	Iteration 77Q: 3 clusters Score -408485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -408486.968750 Penalty: 4147.754883
	Iteration 78Q: 3 clusters Score -408487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -408487.375000 Penalty: 4147.754883
	Iteration 79Q: 3 clusters Score -408487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -408489.593750 Penalty: 4147.754883
	Iteration 80F: 3 clusters Score -408489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -408489.718750 Penalty: 4147.754883
	Iteration 81Q: 3 clusters Score -408489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -408491.406250 Penalty: 4147.754883
	Iteration 82Q: 3 clusters Score -408491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -408491.406250 Penalty: 4147.754883
	Iteration 83F: 3 clusters Score -408491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (55580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Entering Unmasked Estep 
Score: -5326016.000000 Penalty: 2709.543701
	Iteration 0F: 2 clusters Score -5326016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5288964.500000 Penalty: 5419.087402
	Iteration 0F: 3 clusters Score -5288964 nChanged 25542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -5303184.000000 Penalty: 5419.087402
	Iteration 1F: 3 clusters Score -5303184 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5303834.500000 Penalty: 5419.087402
	Iteration 2Q: 3 clusters Score -5303834 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5304480.000000 Penalty: 5419.087402
	Iteration 3Q: 3 clusters Score -5304480 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5305148.000000 Penalty: 5419.087402
	Iteration 4Q: 3 clusters Score -5305148 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -5305929.000000 Penalty: 5419.087402
	Iteration 5Q: 3 clusters Score -5305929 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5306726.500000 Penalty: 5419.087402
	Iteration 6Q: 3 clusters Score -5306726 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -5307775.000000 Penalty: 5419.087402
	Iteration 7Q: 3 clusters Score -5307775 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5309138.500000 Penalty: 5419.087402
	Iteration 8Q: 3 clusters Score -5309138 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5310887.000000 Penalty: 5419.087402
	Iteration 9F: 3 clusters Score -5310887 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5313213.000000 Penalty: 5419.087402
	Iteration 10F: 3 clusters Score -5313213 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5315418.000000 Penalty: 5419.087402
	Iteration 11F: 3 clusters Score -5315418 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5317083.500000 Penalty: 5419.087402
	Iteration 12Q: 3 clusters Score -5317084 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5318130.500000 Penalty: 5419.087402
	Iteration 13Q: 3 clusters Score -5318130 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5318824.000000 Penalty: 5419.087402
	Iteration 14Q: 3 clusters Score -5318824 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -5319294.500000 Penalty: 5419.087402
	Iteration 15Q: 3 clusters Score -5319294 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5319701.000000 Penalty: 5419.087402
	Iteration 16Q: 3 clusters Score -5319701 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5319957.500000 Penalty: 5419.087402
	Iteration 17Q: 3 clusters Score -5319958 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5320214.500000 Penalty: 5419.087402
	Iteration 18Q: 3 clusters Score -5320214 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5320410.000000 Penalty: 5419.087402
	Iteration 19Q: 3 clusters Score -5320410 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -5320559.500000 Penalty: 5419.087402
	Iteration 20F: 3 clusters Score -5320560 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -5320752.500000 Penalty: 5419.087402
	Iteration 21Q: 3 clusters Score -5320752 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5320882.000000 Penalty: 5419.087402
	Iteration 22Q: 3 clusters Score -5320882 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5321041.000000 Penalty: 5419.087402
	Iteration 23Q: 3 clusters Score -5321041 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5321202.500000 Penalty: 5419.087402
	Iteration 24Q: 3 clusters Score -5321202 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5321321.000000 Penalty: 5419.087402
	Iteration 25Q: 3 clusters Score -5321321 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -5321441.500000 Penalty: 5419.087402
	Iteration 26Q: 3 clusters Score -5321442 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -5321603.000000 Penalty: 5419.087402
	Iteration 27Q: 3 clusters Score -5321603 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -5321747.500000 Penalty: 5419.087402
	Iteration 28Q: 3 clusters Score -5321748 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5321834.000000 Penalty: 5419.087402
	Iteration 29Q: 3 clusters Score -5321834 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5321979.000000 Penalty: 5419.087402
	Iteration 30Q: 3 clusters Score -5321979 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -5322111.500000 Penalty: 5419.087402
	Iteration 31Q: 3 clusters Score -5322112 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -5322243.000000 Penalty: 5419.087402
	Iteration 32Q: 3 clusters Score -5322243 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -5322383.500000 Penalty: 5419.087402
	Iteration 33Q: 3 clusters Score -5322384 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -5322561.500000 Penalty: 5419.087402
	Iteration 34Q: 3 clusters Score -5322562 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -5322695.500000 Penalty: 5419.087402
	Iteration 35Q: 3 clusters Score -5322696 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -5322813.500000 Penalty: 5419.087402
	Iteration 36Q: 3 clusters Score -5322814 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -5322908.500000 Penalty: 5419.087402
	Iteration 37Q: 3 clusters Score -5322908 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -5323026.000000 Penalty: 5419.087402
	Iteration 38Q: 3 clusters Score -5323026 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -5323151.500000 Penalty: 5419.087402
	Iteration 39Q: 3 clusters Score -5323152 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -5323262.500000 Penalty: 5419.087402
	Iteration 40F: 3 clusters Score -5323262 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -5323334.500000 Penalty: 5419.087402
	Iteration 41Q: 3 clusters Score -5323334 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -5323435.000000 Penalty: 5419.087402
	Iteration 42Q: 3 clusters Score -5323435 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -5323524.500000 Penalty: 5419.087402
	Iteration 43Q: 3 clusters Score -5323524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -5323602.000000 Penalty: 5419.087402
	Iteration 44Q: 3 clusters Score -5323602 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -5323658.500000 Penalty: 5419.087402
	Iteration 45Q: 3 clusters Score -5323658 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -5323713.000000 Penalty: 5419.087402
	Iteration 46Q: 3 clusters Score -5323713 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -5323766.000000 Penalty: 5419.087402
	Iteration 47Q: 3 clusters Score -5323766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -5323801.000000 Penalty: 5419.087402
	Iteration 48Q: 3 clusters Score -5323801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -5323811.500000 Penalty: 5419.087402
	Iteration 49Q: 3 clusters Score -5323812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -5323854.500000 Penalty: 5419.087402
	Iteration 50Q: 3 clusters Score -5323854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -5323893.500000 Penalty: 5419.087402
	Iteration 51Q: 3 clusters Score -5323894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -5323922.000000 Penalty: 5419.087402
	Iteration 52Q: 3 clusters Score -5323922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -5323937.000000 Penalty: 5419.087402
	Iteration 53Q: 3 clusters Score -5323937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -5323947.000000 Penalty: 5419.087402
	Iteration 54Q: 3 clusters Score -5323947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -5323964.500000 Penalty: 5419.087402
	Iteration 55Q: 3 clusters Score -5323964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -5323967.000000 Penalty: 5419.087402
	Iteration 56Q: 3 clusters Score -5323967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -5323979.500000 Penalty: 5419.087402
	Iteration 57Q: 3 clusters Score -5323980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -5323988.500000 Penalty: 5419.087402
	Iteration 58Q: 3 clusters Score -5323988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -5323996.500000 Penalty: 5419.087402
	Iteration 59Q: 3 clusters Score -5323996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -5324005.000000 Penalty: 5419.087402
	Iteration 60F: 3 clusters Score -5324005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -5324020.000000 Penalty: 5419.087402
	Iteration 61Q: 3 clusters Score -5324020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -5324026.500000 Penalty: 5419.087402
	Iteration 62Q: 3 clusters Score -5324026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -5324038.000000 Penalty: 5419.087402
	Iteration 63Q: 3 clusters Score -5324038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -5324043.000000 Penalty: 5419.087402
	Iteration 64Q: 3 clusters Score -5324043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -5324049.500000 Penalty: 5419.087402
	Iteration 65Q: 3 clusters Score -5324050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -5324057.500000 Penalty: 5419.087402
	Iteration 66Q: 3 clusters Score -5324058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -5324054.500000 Penalty: 5419.087402
	Iteration 67Q: 3 clusters Score -5324054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -5324057.000000 Penalty: 5419.087402
	Iteration 68Q: 3 clusters Score -5324057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -5324064.000000 Penalty: 5419.087402
	Iteration 69Q: 3 clusters Score -5324064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -5324079.500000 Penalty: 5419.087402
	Iteration 70Q: 3 clusters Score -5324080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -5324080.000000 Penalty: 5419.087402
	Iteration 71Q: 3 clusters Score -5324080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -5324078.500000 Penalty: 5419.087402
	Iteration 72Q: 3 clusters Score -5324078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -5324099.000000 Penalty: 5419.087402
	Iteration 73Q: 3 clusters Score -5324099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -5324107.500000 Penalty: 5419.087402
	Iteration 74Q: 3 clusters Score -5324108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -5324115.500000 Penalty: 5419.087402
	Iteration 75Q: 3 clusters Score -5324116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -5324118.000000 Penalty: 5419.087402
	Iteration 76Q: 3 clusters Score -5324118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -5324127.500000 Penalty: 5419.087402
	Iteration 77Q: 3 clusters Score -5324128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -5324131.000000 Penalty: 5419.087402
	Iteration 78Q: 3 clusters Score -5324131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -5324144.500000 Penalty: 5419.087402
	Iteration 79Q: 3 clusters Score -5324144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -5324162.500000 Penalty: 5419.087402
	Iteration 80F: 3 clusters Score -5324162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -5324185.500000 Penalty: 5419.087402
	Iteration 81Q: 3 clusters Score -5324186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -5324203.000000 Penalty: 5419.087402
	Iteration 82Q: 3 clusters Score -5324203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -5324210.000000 Penalty: 5419.087402
	Iteration 83Q: 3 clusters Score -5324210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -5324219.000000 Penalty: 5419.087402
	Iteration 84Q: 3 clusters Score -5324219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -5324218.500000 Penalty: 5419.087402
	Iteration 85Q: 3 clusters Score -5324218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -5324230.000000 Penalty: 5419.087402
	Iteration 86Q: 3 clusters Score -5324230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -5324229.000000 Penalty: 5419.087402
	Iteration 87Q: 3 clusters Score -5324229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -5324240.000000 Penalty: 5419.087402
	Iteration 88Q: 3 clusters Score -5324240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -5324263.000000 Penalty: 5419.087402
	Iteration 89Q: 3 clusters Score -5324263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -5324280.500000 Penalty: 5419.087402
	Iteration 90Q: 3 clusters Score -5324280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -5324301.000000 Penalty: 5419.087402
	Iteration 91Q: 3 clusters Score -5324301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -5324331.500000 Penalty: 5419.087402
	Iteration 92Q: 3 clusters Score -5324332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -5324340.000000 Penalty: 5419.087402
	Iteration 93Q: 3 clusters Score -5324340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -5324345.000000 Penalty: 5419.087402
	Iteration 94Q: 3 clusters Score -5324345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -5324361.000000 Penalty: 5419.087402
	Iteration 95Q: 3 clusters Score -5324361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -5324372.000000 Penalty: 5419.087402
	Iteration 96Q: 3 clusters Score -5324372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -5324388.000000 Penalty: 5419.087402
	Iteration 97Q: 3 clusters Score -5324388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -5324390.000000 Penalty: 5419.087402
	Iteration 98Q: 3 clusters Score -5324390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -5324402.500000 Penalty: 5419.087402
	Iteration 99Q: 3 clusters Score -5324402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -5324416.000000 Penalty: 5419.087402
	Iteration 100F: 3 clusters Score -5324416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -5324425.500000 Penalty: 5419.087402
	Iteration 101Q: 3 clusters Score -5324426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -5324432.500000 Penalty: 5419.087402
	Iteration 102Q: 3 clusters Score -5324432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -5324435.500000 Penalty: 5419.087402
	Iteration 103Q: 3 clusters Score -5324436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -5324443.000000 Penalty: 5419.087402
	Iteration 104Q: 3 clusters Score -5324443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -5324447.500000 Penalty: 5419.087402
	Iteration 105Q: 3 clusters Score -5324448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -5324446.000000 Penalty: 5419.087402
	Iteration 106Q: 3 clusters Score -5324446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -5324444.500000 Penalty: 5419.087402
	Iteration 107Q: 3 clusters Score -5324444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -5324447.000000 Penalty: 5419.087402
	Iteration 108Q: 3 clusters Score -5324447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -5324451.000000 Penalty: 5419.087402
	Iteration 109Q: 3 clusters Score -5324451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -5324444.000000 Penalty: 5419.087402
	Iteration 110Q: 3 clusters Score -5324444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -5324444.000000 Penalty: 5419.087402
	Iteration 111F: 3 clusters Score -5324444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Entering Unmasked Estep 
Score: -2186918.000000 Penalty: 2486.462646
	Iteration 0F: 2 clusters Score -2186918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2171109.750000 Penalty: 4972.925293
	Iteration 0F: 3 clusters Score -2171110 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2176617.750000 Penalty: 4972.925293
	Iteration 1F: 3 clusters Score -2176618 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2177055.750000 Penalty: 4972.925293
	Iteration 2F: 3 clusters Score -2177056 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2177476.250000 Penalty: 4972.925293
	Iteration 3Q: 3 clusters Score -2177476 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2177913.250000 Penalty: 4972.925293
	Iteration 4Q: 3 clusters Score -2177913 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2178294.750000 Penalty: 4972.925293
	Iteration 5Q: 3 clusters Score -2178295 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2178737.500000 Penalty: 4972.925293
	Iteration 6Q: 3 clusters Score -2178738 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2179269.250000 Penalty: 4972.925293
	Iteration 7Q: 3 clusters Score -2179269 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2179974.250000 Penalty: 4972.925293
	Iteration 8Q: 3 clusters Score -2179974 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2180807.500000 Penalty: 4972.925293
	Iteration 9F: 3 clusters Score -2180808 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2181769.250000 Penalty: 4972.925293
	Iteration 10F: 3 clusters Score -2181769 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2182827.250000 Penalty: 4972.925293
	Iteration 11F: 3 clusters Score -2182827 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2183962.750000 Penalty: 4972.925293
	Iteration 12Q: 3 clusters Score -2183963 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2184869.750000 Penalty: 4972.925293
	Iteration 13Q: 3 clusters Score -2184870 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2185312.250000 Penalty: 4972.925293
	Iteration 14Q: 3 clusters Score -2185312 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2185508.000000 Penalty: 4972.925293
	Iteration 15Q: 3 clusters Score -2185508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2185619.750000 Penalty: 4972.925293
	Iteration 16Q: 3 clusters Score -2185620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2185668.500000 Penalty: 4972.925293
	Iteration 17Q: 3 clusters Score -2185668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2185690.500000 Penalty: 4972.925293
	Iteration 18Q: 3 clusters Score -2185690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2185699.750000 Penalty: 4972.925293
	Iteration 19Q: 3 clusters Score -2185700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2185707.750000 Penalty: 4972.925293
	Iteration 20F: 3 clusters Score -2185708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2185709.000000 Penalty: 4972.925293
	Iteration 21Q: 3 clusters Score -2185709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2185703.500000 Penalty: 4972.925293
	Iteration 22Q: 3 clusters Score -2185704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2185702.250000 Penalty: 4972.925293
	Iteration 23Q: 3 clusters Score -2185702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2185704.250000 Penalty: 4972.925293
	Iteration 24Q: 3 clusters Score -2185704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2185704.250000 Penalty: 4972.925293
	Iteration 25Q: 3 clusters Score -2185704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2185706.250000 Penalty: 4972.925293
	Iteration 26Q: 3 clusters Score -2185706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2185706.500000 Penalty: 4972.925293
	Iteration 27Q: 3 clusters Score -2185706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2185706.000000 Penalty: 4972.925293
	Iteration 28Q: 3 clusters Score -2185706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2185701.500000 Penalty: 4972.925293
	Iteration 29Q: 3 clusters Score -2185702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2185702.750000 Penalty: 4972.925293
	Iteration 30Q: 3 clusters Score -2185703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2185705.500000 Penalty: 4972.925293
	Iteration 31Q: 3 clusters Score -2185706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2185706.500000 Penalty: 4972.925293
	Iteration 32Q: 3 clusters Score -2185706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2185708.000000 Penalty: 4972.925293
	Iteration 33Q: 3 clusters Score -2185708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2185708.000000 Penalty: 4972.925293
	Iteration 34Q: 3 clusters Score -2185708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2185708.000000 Penalty: 4972.925293
	Iteration 35F: 3 clusters Score -2185708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -159731.015625 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -159731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -157278.218750 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -157278.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -157794.296875 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -157794.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -157993.515625 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -157993.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -158123.750000 Penalty: 3702.680908
	Iteration 3F: 3 clusters Score -158123.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -158248.093750 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -158248.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -158354.953125 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -158355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -158500.718750 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -158500.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158700.468750 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -158700.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -158933.343750 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -158933.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -159127.828125 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -159127.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -159294.312500 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -159294.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -159560.125000 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -159560.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159993.703125 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -159993.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160224.312500 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -160224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160231.531250 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -160231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160231.531250 Penalty: 3702.680908
	Iteration 15F: 3 clusters Score -160231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 99636 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36853 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55580 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 862 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14504 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8839 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 884 members 
Entering Unmasked Estep 
Score: -84136816.000000 Penalty: 207598.437500
Splitting cluster 50 changes total score from -84137848.000000 to -84136816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -109213.867188 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -109213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107167.476562 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -107167.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107471.328125 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -107471.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107560.132812 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -107560.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107602.398438 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -107602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107628.164062 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -107628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -107644.101562 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -107644.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -107658.554688 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -107658.6 nChanged 9
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: -107669.226562 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -107669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107678.382812 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -107678.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107679.890625 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -107679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107679.890625 Penalty: 3499.007080
	Iteration 10F: 3 clusters Score -107679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -333816.062500 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -333816.1 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 2201 members 
Entering Unmasked Estep 
Score: -329715.593750 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -329715.6 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331208.437500 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -331208.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -331798.187500 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -331798.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -332224.562500 Penalty: 4167.840820
	Iteration 3F: 3 clusters Score -332224.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -332501.718750 Penalty: 4167.840820
	Iteration 4F: 3 clusters Score -332501.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -332761.750000 Penalty: 4167.840820
	Iteration 5Q: 3 clusters Score -332761.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -332995.406250 Penalty: 4167.840820
	Iteration 6Q: 3 clusters Score -332995.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -333153.281250 Penalty: 4167.840820
	Iteration 7Q: 3 clusters Score -333153.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -333228.375000 Penalty: 4167.840820
	Iteration 8Q: 3 clusters Score -333228.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -333285.656250 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -333285.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -333336.375000 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -333336.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -333371.187500 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -333371.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -333395.625000 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -333395.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -333422.625000 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -333422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -333445.593750 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -333445.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -333468.500000 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -333468.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -333481.593750 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -333481.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -333492.500000 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -333492.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -333505.343750 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -333505.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -333524.312500 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -333524.3 nChanged 28
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: -333541.343750 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -333541.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -333552.812500 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -333552.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -333566.812500 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -333566.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -333583.625000 Penalty: 4167.840820
	Iteration 23Q: 3 clusters Score -333583.6 nChanged 33
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: -333599.625000 Penalty: 4167.840820
	Iteration 24Q: 3 clusters Score -333599.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -333610.093750 Penalty: 4167.840820
	Iteration 25Q: 3 clusters Score -333610.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -333618.968750 Penalty: 4167.840820
	Iteration 26Q: 3 clusters Score -333619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -333629.750000 Penalty: 4167.840820
	Iteration 27Q: 3 clusters Score -333629.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -333639.281250 Penalty: 4167.840820
	Iteration 28Q: 3 clusters Score -333639.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -333654.000000 Penalty: 4167.840820
	Iteration 29Q: 3 clusters Score -333654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -333667.218750 Penalty: 4167.840820
	Iteration 30Q: 3 clusters Score -333667.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -333677.250000 Penalty: 4167.840820
	Iteration 31Q: 3 clusters Score -333677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -333687.000000 Penalty: 4167.840820
	Iteration 32Q: 3 clusters Score -333687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -333700.750000 Penalty: 4167.840820
	Iteration 33Q: 3 clusters Score -333700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -333713.000000 Penalty: 4167.840820
	Iteration 34Q: 3 clusters Score -333713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -333718.187500 Penalty: 4167.840820
	Iteration 35Q: 3 clusters Score -333718.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -333721.718750 Penalty: 4167.840820
	Iteration 36Q: 3 clusters Score -333721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -333724.437500 Penalty: 4167.840820
	Iteration 37Q: 3 clusters Score -333724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -333729.312500 Penalty: 4167.840820
	Iteration 38Q: 3 clusters Score -333729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -333732.187500 Penalty: 4167.840820
	Iteration 39Q: 3 clusters Score -333732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -333735.156250 Penalty: 4167.840820
	Iteration 40F: 3 clusters Score -333735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -333736.718750 Penalty: 4167.840820
	Iteration 41Q: 3 clusters Score -333736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -333738.625000 Penalty: 4167.840820
	Iteration 42Q: 3 clusters Score -333738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -333741.187500 Penalty: 4167.840820
	Iteration 43Q: 3 clusters Score -333741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -333741.531250 Penalty: 4167.840820
	Iteration 44Q: 3 clusters Score -333741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -333741.968750 Penalty: 4167.840820
	Iteration 45Q: 3 clusters Score -333742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -333743.906250 Penalty: 4167.840820
	Iteration 46Q: 3 clusters Score -333743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -333745.468750 Penalty: 4167.840820
	Iteration 47Q: 3 clusters Score -333745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -333746.468750 Penalty: 4167.840820
	Iteration 48Q: 3 clusters Score -333746.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -333750.312500 Penalty: 4167.840820
	Iteration 49Q: 3 clusters Score -333750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -333753.156250 Penalty: 4167.840820
	Iteration 50Q: 3 clusters Score -333753.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -333756.000000 Penalty: 4167.840820
	Iteration 51Q: 3 clusters Score -333756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -333757.718750 Penalty: 4167.840820
	Iteration 52Q: 3 clusters Score -333757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -333759.156250 Penalty: 4167.840820
	Iteration 53Q: 3 clusters Score -333759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -333759.687500 Penalty: 4167.840820
	Iteration 54Q: 3 clusters Score -333759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -333760.875000 Penalty: 4167.840820
	Iteration 55Q: 3 clusters Score -333760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -333762.093750 Penalty: 4167.840820
	Iteration 56Q: 3 clusters Score -333762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -333763.156250 Penalty: 4167.840820
	Iteration 57Q: 3 clusters Score -333763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -333764.437500 Penalty: 4167.840820
	Iteration 58Q: 3 clusters Score -333764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -333765.531250 Penalty: 4167.840820
	Iteration 59Q: 3 clusters Score -333765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -333767.625000 Penalty: 4167.840820
	Iteration 60F: 3 clusters Score -333767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -333770.656250 Penalty: 4167.840820
	Iteration 61Q: 3 clusters Score -333770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -333773.000000 Penalty: 4167.840820
	Iteration 62Q: 3 clusters Score -333773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -333774.375000 Penalty: 4167.840820
	Iteration 63Q: 3 clusters Score -333774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -333775.125000 Penalty: 4167.840820
	Iteration 64Q: 3 clusters Score -333775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -333776.000000 Penalty: 4167.840820
	Iteration 65Q: 3 clusters Score -333776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -333776.343750 Penalty: 4167.840820
	Iteration 66Q: 3 clusters Score -333776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -333776.437500 Penalty: 4167.840820
	Iteration 67Q: 3 clusters Score -333776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -333776.437500 Penalty: 4167.840820
	Iteration 68F: 3 clusters Score -333776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -218046.828125 Penalty: 1923.854736
	Iteration 0F: 2 clusters Score -218046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215225.796875 Penalty: 3847.709473
	Iteration 0F: 3 clusters Score -215225.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -215804.531250 Penalty: 3847.709473
	Iteration 1F: 3 clusters Score -215804.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -216002.078125 Penalty: 3847.709473
	Iteration 2F: 3 clusters Score -216002.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -216151.562500 Penalty: 3847.709473
	Iteration 3F: 3 clusters Score -216151.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -216317.562500 Penalty: 3847.709473
	Iteration 4Q: 3 clusters Score -216317.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -216585.062500 Penalty: 3847.709473
	Iteration 5F: 3 clusters Score -216585.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -216979.031250 Penalty: 3847.709473
	Iteration 6F: 3 clusters Score -216979 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217388.875000 Penalty: 3847.709473
	Iteration 7F: 3 clusters Score -217388.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217731.546875 Penalty: 3847.709473
	Iteration 8F: 3 clusters Score -217731.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -217929.671875 Penalty: 3847.709473
	Iteration 9Q: 3 clusters Score -217929.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218070.343750 Penalty: 3847.709473
	Iteration 10Q: 3 clusters Score -218070.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -218212.437500 Penalty: 3847.709473
	Iteration 11Q: 3 clusters Score -218212.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -218351.906250 Penalty: 3847.709473
	Iteration 12Q: 3 clusters Score -218351.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -218462.500000 Penalty: 3847.709473
	Iteration 13Q: 3 clusters Score -218462.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -218544.218750 Penalty: 3847.709473
	Iteration 14Q: 3 clusters Score -218544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -218575.718750 Penalty: 3847.709473
	Iteration 15Q: 3 clusters Score -218575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218577.343750 Penalty: 3847.709473
	Iteration 16Q: 3 clusters Score -218577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3847.709473
	Iteration 17Q: 3 clusters Score -218579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3847.709473
	Iteration 18F: 3 clusters Score -218579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 99636 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36853 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55580 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 1595 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14504 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8839 members 
Mstep: Class 60 contains 7118 members 
Mstep: Class 61 contains 744 members 
Entering Unmasked Estep 
Score: -84136896.000000 Penalty: 207598.437500
Splitting cluster 53 changes total score from -84137848.000000 to -84136896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -261372.093750 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -261372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -258210.375000 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -258210.4 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -258813.875000 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -258813.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -259007.531250 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -259007.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259140.937500 Penalty: 3931.057373
	Iteration 3F: 3 clusters Score -259140.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259225.828125 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -259225.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -259291.234375 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -259291.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -259350.406250 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -259350.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -259398.843750 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -259398.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -259446.421875 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -259446.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -259494.250000 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -259494.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -259543.843750 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -259543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -259593.406250 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -259593.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -259629.796875 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -259629.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -259658.875000 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -259658.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -259680.015625 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -259680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259692.296875 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -259692.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -259699.656250 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -259699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -259703.453125 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -259703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -259709.250000 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -259709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259712.109375 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -259712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -259716.906250 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -259716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -259721.859375 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -259721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -259724.484375 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -259724.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -259728.750000 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -259728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -259729.843750 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -259729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -259729.781250 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -259729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -259731.640625 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -259731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259733.531250 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -259733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -259733.562500 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -259733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -259734.671875 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -259734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -259735.093750 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -259735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -259735.437500 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -259735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -259735.437500 Penalty: 3931.057373
	Iteration 32F: 3 clusters Score -259735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Entering Unmasked Estep 
Score: -1438351.250000 Penalty: 2376.380615
	Iteration 0F: 2 clusters Score -1438351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1427811.375000 Penalty: 4752.761230
	Iteration 0F: 3 clusters Score -1427811 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1431098.375000 Penalty: 4752.761230
	Iteration 1F: 3 clusters Score -1431098 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1431480.250000 Penalty: 4752.761230
	Iteration 2F: 3 clusters Score -1431480 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1431748.375000 Penalty: 4752.761230
	Iteration 3F: 3 clusters Score -1431748 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1431948.125000 Penalty: 4752.761230
	Iteration 4Q: 3 clusters Score -1431948 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1432136.875000 Penalty: 4752.761230
	Iteration 5Q: 3 clusters Score -1432137 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1432335.750000 Penalty: 4752.761230
	Iteration 6Q: 3 clusters Score -1432336 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1432571.875000 Penalty: 4752.761230
	Iteration 7Q: 3 clusters Score -1432572 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1432861.625000 Penalty: 4752.761230
	Iteration 8Q: 3 clusters Score -1432862 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1433174.500000 Penalty: 4752.761230
	Iteration 9Q: 3 clusters Score -1433174 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1433528.625000 Penalty: 4752.761230
	Iteration 10Q: 3 clusters Score -1433529 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1433910.000000 Penalty: 4752.761230
	Iteration 11Q: 3 clusters Score -1433910 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1434297.375000 Penalty: 4752.761230
	Iteration 12Q: 3 clusters Score -1434297 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1434726.875000 Penalty: 4752.761230
	Iteration 13Q: 3 clusters Score -1434727 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1435152.250000 Penalty: 4752.761230
	Iteration 14Q: 3 clusters Score -1435152 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1435517.375000 Penalty: 4752.761230
	Iteration 15Q: 3 clusters Score -1435517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1435806.500000 Penalty: 4752.761230
	Iteration 16Q: 3 clusters Score -1435806 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1436062.250000 Penalty: 4752.761230
	Iteration 17Q: 3 clusters Score -1436062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1436239.875000 Penalty: 4752.761230
	Iteration 18Q: 3 clusters Score -1436240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1436363.500000 Penalty: 4752.761230
	Iteration 19Q: 3 clusters Score -1436364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1436459.750000 Penalty: 4752.761230
	Iteration 20F: 3 clusters Score -1436460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1436536.500000 Penalty: 4752.761230
	Iteration 21Q: 3 clusters Score -1436536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1436587.625000 Penalty: 4752.761230
	Iteration 22Q: 3 clusters Score -1436588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1436632.875000 Penalty: 4752.761230
	Iteration 23Q: 3 clusters Score -1436633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1436653.000000 Penalty: 4752.761230
	Iteration 24Q: 3 clusters Score -1436653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1436664.625000 Penalty: 4752.761230
	Iteration 25Q: 3 clusters Score -1436665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1436675.000000 Penalty: 4752.761230
	Iteration 26Q: 3 clusters Score -1436675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1436682.125000 Penalty: 4752.761230
	Iteration 27Q: 3 clusters Score -1436682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1436684.000000 Penalty: 4752.761230
	Iteration 28Q: 3 clusters Score -1436684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1436687.375000 Penalty: 4752.761230
	Iteration 29Q: 3 clusters Score -1436687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1436689.750000 Penalty: 4752.761230
	Iteration 30Q: 3 clusters Score -1436690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1436690.375000 Penalty: 4752.761230
	Iteration 31Q: 3 clusters Score -1436690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1436694.750000 Penalty: 4752.761230
	Iteration 32Q: 3 clusters Score -1436695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1436694.500000 Penalty: 4752.761230
	Iteration 33Q: 3 clusters Score -1436694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1436695.250000 Penalty: 4752.761230
	Iteration 34Q: 3 clusters Score -1436695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1436696.125000 Penalty: 4752.761230
	Iteration 35Q: 3 clusters Score -1436696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1436696.125000 Penalty: 4752.761230
	Iteration 36F: 3 clusters Score -1436696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -38342.593750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -38342.59 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 222 members 
Entering Unmasked Estep 
Score: -36889.023438 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -36889.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37060.558594 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -37060.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37111.820312 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -37111.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37163.113281 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -37163.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37246.621094 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -37246.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37291.097656 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -37291.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37362.867188 Penalty: 3049.640381
	Iteration 6F: 3 clusters Score -37362.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37434.398438 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -37434.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37475.109375 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -37475.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37497.015625 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -37497.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37516.062500 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -37516.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37526.718750 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -37526.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37531.003906 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -37531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37533.886719 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -37533.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37547.000000 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -37547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37554.152344 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -37554.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37568.222656 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -37568.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37621.882812 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -37621.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37672.433594 Penalty: 3049.640381
	Iteration 18Q: 3 clusters Score -37672.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37697.691406 Penalty: 3049.640381
	Iteration 19Q: 3 clusters Score -37697.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -37726.824219 Penalty: 3049.640381
	Iteration 20F: 3 clusters Score -37726.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37778.937500 Penalty: 3049.640381
	Iteration 21Q: 3 clusters Score -37778.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37782.656250 Penalty: 3049.640381
	Iteration 22Q: 3 clusters Score -37782.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37782.656250 Penalty: 3049.640381
	Iteration 23F: 3 clusters Score -37782.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -377419.812500 Penalty: 2048.024414
	Iteration 0F: 2 clusters Score -377419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -373620.531250 Penalty: 4096.048828
	Iteration 0F: 3 clusters Score -373620.5 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -374436.750000 Penalty: 4096.048828
	Iteration 1F: 3 clusters Score -374436.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -374634.843750 Penalty: 4096.048828
	Iteration 2F: 3 clusters Score -374634.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -374747.500000 Penalty: 4096.048828
	Iteration 3F: 3 clusters Score -374747.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -374815.281250 Penalty: 4096.048828
	Iteration 4Q: 3 clusters Score -374815.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -374862.593750 Penalty: 4096.048828
	Iteration 5Q: 3 clusters Score -374862.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -374905.812500 Penalty: 4096.048828
	Iteration 6Q: 3 clusters Score -374905.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -374938.250000 Penalty: 4096.048828
	Iteration 7Q: 3 clusters Score -374938.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -374962.843750 Penalty: 4096.048828
	Iteration 8Q: 3 clusters Score -374962.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -374980.187500 Penalty: 4096.048828
	Iteration 9Q: 3 clusters Score -374980.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -375000.593750 Penalty: 4096.048828
	Iteration 10Q: 3 clusters Score -375000.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -375020.468750 Penalty: 4096.048828
	Iteration 11Q: 3 clusters Score -375020.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -375040.156250 Penalty: 4096.048828
	Iteration 12Q: 3 clusters Score -375040.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -375051.000000 Penalty: 4096.048828
	Iteration 13Q: 3 clusters Score -375051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -375064.781250 Penalty: 4096.048828
	Iteration 14Q: 3 clusters Score -375064.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -375077.312500 Penalty: 4096.048828
	Iteration 15Q: 3 clusters Score -375077.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -375093.125000 Penalty: 4096.048828
	Iteration 16Q: 3 clusters Score -375093.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -375116.718750 Penalty: 4096.048828
	Iteration 17Q: 3 clusters Score -375116.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -375137.156250 Penalty: 4096.048828
	Iteration 18Q: 3 clusters Score -375137.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -375149.250000 Penalty: 4096.048828
	Iteration 19Q: 3 clusters Score -375149.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -375162.656250 Penalty: 4096.048828
	Iteration 20F: 3 clusters Score -375162.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -375177.562500 Penalty: 4096.048828
	Iteration 21Q: 3 clusters Score -375177.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -375191.968750 Penalty: 4096.048828
	Iteration 22Q: 3 clusters Score -375192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -375211.312500 Penalty: 4096.048828
	Iteration 23Q: 3 clusters Score -375211.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -375231.437500 Penalty: 4096.048828
	Iteration 24Q: 3 clusters Score -375231.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -375251.593750 Penalty: 4096.048828
	Iteration 25Q: 3 clusters Score -375251.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -375282.812500 Penalty: 4096.048828
	Iteration 26Q: 3 clusters Score -375282.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -375313.562500 Penalty: 4096.048828
	Iteration 27Q: 3 clusters Score -375313.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -375341.781250 Penalty: 4096.048828
	Iteration 28Q: 3 clusters Score -375341.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -375370.781250 Penalty: 4096.048828
	Iteration 29Q: 3 clusters Score -375370.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375406.000000 Penalty: 4096.048828
	Iteration 30Q: 3 clusters Score -375406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -375441.906250 Penalty: 4096.048828
	Iteration 31Q: 3 clusters Score -375441.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -375481.187500 Penalty: 4096.048828
	Iteration 32Q: 3 clusters Score -375481.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -375539.031250 Penalty: 4096.048828
	Iteration 33Q: 3 clusters Score -375539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -375624.468750 Penalty: 4096.048828
	Iteration 34Q: 3 clusters Score -375624.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -375692.656250 Penalty: 4096.048828
	Iteration 35Q: 3 clusters Score -375692.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -375743.562500 Penalty: 4096.048828
	Iteration 36Q: 3 clusters Score -375743.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -375789.031250 Penalty: 4096.048828
	Iteration 37Q: 3 clusters Score -375789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -375827.187500 Penalty: 4096.048828
	Iteration 38Q: 3 clusters Score -375827.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -375864.625000 Penalty: 4096.048828
	Iteration 39Q: 3 clusters Score -375864.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -375892.218750 Penalty: 4096.048828
	Iteration 40F: 3 clusters Score -375892.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -375916.906250 Penalty: 4096.048828
	Iteration 41Q: 3 clusters Score -375916.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -375935.781250 Penalty: 4096.048828
	Iteration 42Q: 3 clusters Score -375935.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -375956.000000 Penalty: 4096.048828
	Iteration 43Q: 3 clusters Score -375956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -375969.656250 Penalty: 4096.048828
	Iteration 44Q: 3 clusters Score -375969.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -375993.312500 Penalty: 4096.048828
	Iteration 45Q: 3 clusters Score -375993.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -376018.500000 Penalty: 4096.048828
	Iteration 46Q: 3 clusters Score -376018.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -376035.937500 Penalty: 4096.048828
	Iteration 47Q: 3 clusters Score -376035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -376046.687500 Penalty: 4096.048828
	Iteration 48Q: 3 clusters Score -376046.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -376060.968750 Penalty: 4096.048828
	Iteration 49Q: 3 clusters Score -376061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -376073.468750 Penalty: 4096.048828
	Iteration 50Q: 3 clusters Score -376073.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -376085.312500 Penalty: 4096.048828
	Iteration 51Q: 3 clusters Score -376085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -376093.968750 Penalty: 4096.048828
	Iteration 52Q: 3 clusters Score -376094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -376105.250000 Penalty: 4096.048828
	Iteration 53Q: 3 clusters Score -376105.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -376117.687500 Penalty: 4096.048828
	Iteration 54Q: 3 clusters Score -376117.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -376131.781250 Penalty: 4096.048828
	Iteration 55Q: 3 clusters Score -376131.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -376142.687500 Penalty: 4096.048828
	Iteration 56Q: 3 clusters Score -376142.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -376153.781250 Penalty: 4096.048828
	Iteration 57Q: 3 clusters Score -376153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -376164.437500 Penalty: 4096.048828
	Iteration 58Q: 3 clusters Score -376164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -376171.750000 Penalty: 4096.048828
	Iteration 59Q: 3 clusters Score -376171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -376180.187500 Penalty: 4096.048828
	Iteration 60F: 3 clusters Score -376180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -376187.437500 Penalty: 4096.048828
	Iteration 61Q: 3 clusters Score -376187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -376191.093750 Penalty: 4096.048828
	Iteration 62Q: 3 clusters Score -376191.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -376195.343750 Penalty: 4096.048828
	Iteration 63Q: 3 clusters Score -376195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -376198.968750 Penalty: 4096.048828
	Iteration 64Q: 3 clusters Score -376199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -376203.437500 Penalty: 4096.048828
	Iteration 65Q: 3 clusters Score -376203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -376205.093750 Penalty: 4096.048828
	Iteration 66Q: 3 clusters Score -376205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -376206.562500 Penalty: 4096.048828
	Iteration 67Q: 3 clusters Score -376206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -376209.156250 Penalty: 4096.048828
	Iteration 68Q: 3 clusters Score -376209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -376210.531250 Penalty: 4096.048828
	Iteration 69Q: 3 clusters Score -376210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -376212.156250 Penalty: 4096.048828
	Iteration 70Q: 3 clusters Score -376212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -376212.468750 Penalty: 4096.048828
	Iteration 71Q: 3 clusters Score -376212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -376213.781250 Penalty: 4096.048828
	Iteration 72Q: 3 clusters Score -376213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -376213.781250 Penalty: 4096.048828
	Iteration 73F: 3 clusters Score -376213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -567962.875000 Penalty: 2164.609375
	Iteration 0F: 2 clusters Score -567962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -562670.625000 Penalty: 4329.218750
	Iteration 0F: 3 clusters Score -562670.6 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -564068.937500 Penalty: 4329.218750
	Iteration 1F: 3 clusters Score -564068.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -564365.125000 Penalty: 4329.218750
	Iteration 2F: 3 clusters Score -564365.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -564606.437500 Penalty: 4329.218750
	Iteration 3F: 3 clusters Score -564606.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -564840.750000 Penalty: 4329.218750
	Iteration 4F: 3 clusters Score -564840.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -565025.687500 Penalty: 4329.218750
	Iteration 5Q: 3 clusters Score -565025.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -565198.250000 Penalty: 4329.218750
	Iteration 6Q: 3 clusters Score -565198.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -565369.187500 Penalty: 4329.218750
	Iteration 7Q: 3 clusters Score -565369.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -565515.250000 Penalty: 4329.218750
	Iteration 8Q: 3 clusters Score -565515.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -565649.562500 Penalty: 4329.218750
	Iteration 9Q: 3 clusters Score -565649.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -565737.562500 Penalty: 4329.218750
	Iteration 10Q: 3 clusters Score -565737.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -565798.250000 Penalty: 4329.218750
	Iteration 11Q: 3 clusters Score -565798.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -565827.312500 Penalty: 4329.218750
	Iteration 12Q: 3 clusters Score -565827.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -565851.625000 Penalty: 4329.218750
	Iteration 13Q: 3 clusters Score -565851.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -565870.000000 Penalty: 4329.218750
	Iteration 14Q: 3 clusters Score -565870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -565887.562500 Penalty: 4329.218750
	Iteration 15Q: 3 clusters Score -565887.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -565904.375000 Penalty: 4329.218750
	Iteration 16Q: 3 clusters Score -565904.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -565917.875000 Penalty: 4329.218750
	Iteration 17Q: 3 clusters Score -565917.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -565931.312500 Penalty: 4329.218750
	Iteration 18Q: 3 clusters Score -565931.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -565942.500000 Penalty: 4329.218750
	Iteration 19Q: 3 clusters Score -565942.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -565961.250000 Penalty: 4329.218750
	Iteration 20F: 3 clusters Score -565961.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -565980.562500 Penalty: 4329.218750
	Iteration 21Q: 3 clusters Score -565980.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -566010.812500 Penalty: 4329.218750
	Iteration 22Q: 3 clusters Score -566010.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -566046.312500 Penalty: 4329.218750
	Iteration 23Q: 3 clusters Score -566046.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -566093.062500 Penalty: 4329.218750
	Iteration 24Q: 3 clusters Score -566093.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -566151.937500 Penalty: 4329.218750
	Iteration 25Q: 3 clusters Score -566151.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -566198.687500 Penalty: 4329.218750
	Iteration 26Q: 3 clusters Score -566198.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -566242.937500 Penalty: 4329.218750
	Iteration 27Q: 3 clusters Score -566242.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -566300.500000 Penalty: 4329.218750
	Iteration 28Q: 3 clusters Score -566300.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -566347.250000 Penalty: 4329.218750
	Iteration 29Q: 3 clusters Score -566347.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -566385.562500 Penalty: 4329.218750
	Iteration 30Q: 3 clusters Score -566385.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -566417.750000 Penalty: 4329.218750
	Iteration 31Q: 3 clusters Score -566417.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -566438.937500 Penalty: 4329.218750
	Iteration 32Q: 3 clusters Score -566438.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -566450.687500 Penalty: 4329.218750
	Iteration 33Q: 3 clusters Score -566450.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -566462.125000 Penalty: 4329.218750
	Iteration 34Q: 3 clusters Score -566462.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -566470.937500 Penalty: 4329.218750
	Iteration 35Q: 3 clusters Score -566470.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -566478.000000 Penalty: 4329.218750
	Iteration 36Q: 3 clusters Score -566478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -566482.812500 Penalty: 4329.218750
	Iteration 37Q: 3 clusters Score -566482.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -566488.750000 Penalty: 4329.218750
	Iteration 38Q: 3 clusters Score -566488.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -566492.312500 Penalty: 4329.218750
	Iteration 39Q: 3 clusters Score -566492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -566494.312500 Penalty: 4329.218750
	Iteration 40F: 3 clusters Score -566494.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -566496.125000 Penalty: 4329.218750
	Iteration 41Q: 3 clusters Score -566496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -566497.500000 Penalty: 4329.218750
	Iteration 42Q: 3 clusters Score -566497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -566499.562500 Penalty: 4329.218750
	Iteration 43Q: 3 clusters Score -566499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -566501.625000 Penalty: 4329.218750
	Iteration 44Q: 3 clusters Score -566501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -566501.812500 Penalty: 4329.218750
	Iteration 45Q: 3 clusters Score -566501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -566503.437500 Penalty: 4329.218750
	Iteration 46Q: 3 clusters Score -566503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -566507.000000 Penalty: 4329.218750
	Iteration 47Q: 3 clusters Score -566507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -566507.562500 Penalty: 4329.218750
	Iteration 48Q: 3 clusters Score -566507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -566508.000000 Penalty: 4329.218750
	Iteration 49Q: 3 clusters Score -566508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -566509.312500 Penalty: 4329.218750
	Iteration 50Q: 3 clusters Score -566509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -566511.125000 Penalty: 4329.218750
	Iteration 51Q: 3 clusters Score -566511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -566511.000000 Penalty: 4329.218750
	Iteration 52Q: 3 clusters Score -566511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -566511.625000 Penalty: 4329.218750
	Iteration 53Q: 3 clusters Score -566511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -566512.875000 Penalty: 4329.218750
	Iteration 54Q: 3 clusters Score -566512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -566514.000000 Penalty: 4329.218750
	Iteration 55Q: 3 clusters Score -566514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -566513.687500 Penalty: 4329.218750
	Iteration 56Q: 3 clusters Score -566513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -566514.125000 Penalty: 4329.218750
	Iteration 57Q: 3 clusters Score -566514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -566515.625000 Penalty: 4329.218750
	Iteration 58Q: 3 clusters Score -566515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -566515.500000 Penalty: 4329.218750
	Iteration 59Q: 3 clusters Score -566515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -566516.937500 Penalty: 4329.218750
	Iteration 60F: 3 clusters Score -566516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -566518.187500 Penalty: 4329.218750
	Iteration 61Q: 3 clusters Score -566518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -566518.875000 Penalty: 4329.218750
	Iteration 62Q: 3 clusters Score -566518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -566518.125000 Penalty: 4329.218750
	Iteration 63Q: 3 clusters Score -566518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -566518.125000 Penalty: 4329.218750
	Iteration 64F: 3 clusters Score -566518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Entering Unmasked Estep 
Score: -891329.812500 Penalty: 2253.558594
	Iteration 0F: 2 clusters Score -891329.8 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 4336 members 
Entering Unmasked Estep 
Score: -884429.375000 Penalty: 4507.117188
	Iteration 0F: 3 clusters Score -884429.4 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -886342.875000 Penalty: 4507.117188
	Iteration 1F: 3 clusters Score -886342.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -886617.187500 Penalty: 4507.117188
	Iteration 2F: 3 clusters Score -886617.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -886795.250000 Penalty: 4507.117188
	Iteration 3Q: 3 clusters Score -886795.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -886915.437500 Penalty: 4507.117188
	Iteration 4Q: 3 clusters Score -886915.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -887025.187500 Penalty: 4507.117188
	Iteration 5Q: 3 clusters Score -887025.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -887111.750000 Penalty: 4507.117188
	Iteration 6Q: 3 clusters Score -887111.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -887200.875000 Penalty: 4507.117188
	Iteration 7Q: 3 clusters Score -887200.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -887290.062500 Penalty: 4507.117188
	Iteration 8Q: 3 clusters Score -887290.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -887384.437500 Penalty: 4507.117188
	Iteration 9Q: 3 clusters Score -887384.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -887515.437500 Penalty: 4507.117188
	Iteration 10Q: 3 clusters Score -887515.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -887670.312500 Penalty: 4507.117188
	Iteration 11Q: 3 clusters Score -887670.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -887857.250000 Penalty: 4507.117188
	Iteration 12Q: 3 clusters Score -887857.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -888094.250000 Penalty: 4507.117188
	Iteration 13Q: 3 clusters Score -888094.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -888312.750000 Penalty: 4507.117188
	Iteration 14Q: 3 clusters Score -888312.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -888533.937500 Penalty: 4507.117188
	Iteration 15Q: 3 clusters Score -888533.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -888706.000000 Penalty: 4507.117188
	Iteration 16Q: 3 clusters Score -888706 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -888836.187500 Penalty: 4507.117188
	Iteration 17Q: 3 clusters Score -888836.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -888962.937500 Penalty: 4507.117188
	Iteration 18Q: 3 clusters Score -888962.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -889073.375000 Penalty: 4507.117188
	Iteration 19Q: 3 clusters Score -889073.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -889142.437500 Penalty: 4507.117188
	Iteration 20F: 3 clusters Score -889142.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -889186.875000 Penalty: 4507.117188
	Iteration 21Q: 3 clusters Score -889186.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -889225.250000 Penalty: 4507.117188
	Iteration 22Q: 3 clusters Score -889225.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -889252.187500 Penalty: 4507.117188
	Iteration 23Q: 3 clusters Score -889252.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -889274.437500 Penalty: 4507.117188
	Iteration 24Q: 3 clusters Score -889274.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -889289.812500 Penalty: 4507.117188
	Iteration 25Q: 3 clusters Score -889289.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -889304.000000 Penalty: 4507.117188
	Iteration 26Q: 3 clusters Score -889304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -889315.562500 Penalty: 4507.117188
	Iteration 27Q: 3 clusters Score -889315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -889330.562500 Penalty: 4507.117188
	Iteration 28Q: 3 clusters Score -889330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -889347.312500 Penalty: 4507.117188
	Iteration 29Q: 3 clusters Score -889347.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -889363.125000 Penalty: 4507.117188
	Iteration 30Q: 3 clusters Score -889363.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -889371.312500 Penalty: 4507.117188
	Iteration 31Q: 3 clusters Score -889371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -889380.562500 Penalty: 4507.117188
	Iteration 32Q: 3 clusters Score -889380.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -889390.375000 Penalty: 4507.117188
	Iteration 33Q: 3 clusters Score -889390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -889398.625000 Penalty: 4507.117188
	Iteration 34Q: 3 clusters Score -889398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -889407.437500 Penalty: 4507.117188
	Iteration 35Q: 3 clusters Score -889407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -889414.625000 Penalty: 4507.117188
	Iteration 36Q: 3 clusters Score -889414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -889419.125000 Penalty: 4507.117188
	Iteration 37Q: 3 clusters Score -889419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -889420.437500 Penalty: 4507.117188
	Iteration 38Q: 3 clusters Score -889420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -889424.000000 Penalty: 4507.117188
	Iteration 39Q: 3 clusters Score -889424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -889424.500000 Penalty: 4507.117188
	Iteration 40F: 3 clusters Score -889424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -701052.875000 Penalty: 2199.854736
	Iteration 0F: 2 clusters Score -701052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -695144.875000 Penalty: 4399.709473
	Iteration 0F: 3 clusters Score -695144.9 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -696737.625000 Penalty: 4399.709473
	Iteration 1F: 3 clusters Score -696737.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -696954.312500 Penalty: 4399.709473
	Iteration 2F: 3 clusters Score -696954.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -697067.437500 Penalty: 4399.709473
	Iteration 3Q: 3 clusters Score -697067.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -697155.250000 Penalty: 4399.709473
	Iteration 4Q: 3 clusters Score -697155.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -697228.625000 Penalty: 4399.709473
	Iteration 5Q: 3 clusters Score -697228.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -697292.250000 Penalty: 4399.709473
	Iteration 6Q: 3 clusters Score -697292.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -697345.812500 Penalty: 4399.709473
	Iteration 7Q: 3 clusters Score -697345.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -697385.937500 Penalty: 4399.709473
	Iteration 8Q: 3 clusters Score -697385.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -697429.062500 Penalty: 4399.709473
	Iteration 9Q: 3 clusters Score -697429.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -697476.312500 Penalty: 4399.709473
	Iteration 10Q: 3 clusters Score -697476.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -697518.687500 Penalty: 4399.709473
	Iteration 11Q: 3 clusters Score -697518.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -697553.875000 Penalty: 4399.709473
	Iteration 12Q: 3 clusters Score -697553.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -697583.875000 Penalty: 4399.709473
	Iteration 13Q: 3 clusters Score -697583.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -697619.812500 Penalty: 4399.709473
	Iteration 14Q: 3 clusters Score -697619.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -697663.625000 Penalty: 4399.709473
	Iteration 15Q: 3 clusters Score -697663.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -697709.812500 Penalty: 4399.709473
	Iteration 16Q: 3 clusters Score -697709.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -697764.812500 Penalty: 4399.709473
	Iteration 17Q: 3 clusters Score -697764.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -697824.500000 Penalty: 4399.709473
	Iteration 18Q: 3 clusters Score -697824.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -697894.687500 Penalty: 4399.709473
	Iteration 19Q: 3 clusters Score -697894.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -697956.062500 Penalty: 4399.709473
	Iteration 20F: 3 clusters Score -697956.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -698014.500000 Penalty: 4399.709473
	Iteration 21Q: 3 clusters Score -698014.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -698076.250000 Penalty: 4399.709473
	Iteration 22Q: 3 clusters Score -698076.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -698140.125000 Penalty: 4399.709473
	Iteration 23Q: 3 clusters Score -698140.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -698203.187500 Penalty: 4399.709473
	Iteration 24Q: 3 clusters Score -698203.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -698262.000000 Penalty: 4399.709473
	Iteration 25Q: 3 clusters Score -698262 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -698338.500000 Penalty: 4399.709473
	Iteration 26Q: 3 clusters Score -698338.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -698424.125000 Penalty: 4399.709473
	Iteration 27Q: 3 clusters Score -698424.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -698508.562500 Penalty: 4399.709473
	Iteration 28Q: 3 clusters Score -698508.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -698593.937500 Penalty: 4399.709473
	Iteration 29Q: 3 clusters Score -698593.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -698671.375000 Penalty: 4399.709473
	Iteration 30Q: 3 clusters Score -698671.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -698741.125000 Penalty: 4399.709473
	Iteration 31Q: 3 clusters Score -698741.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -698817.250000 Penalty: 4399.709473
	Iteration 32Q: 3 clusters Score -698817.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -698871.937500 Penalty: 4399.709473
	Iteration 33Q: 3 clusters Score -698871.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -698920.437500 Penalty: 4399.709473
	Iteration 34Q: 3 clusters Score -698920.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -698972.062500 Penalty: 4399.709473
	Iteration 35Q: 3 clusters Score -698972.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -699018.687500 Penalty: 4399.709473
	Iteration 36Q: 3 clusters Score -699018.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -699049.625000 Penalty: 4399.709473
	Iteration 37Q: 3 clusters Score -699049.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -699073.062500 Penalty: 4399.709473
	Iteration 38Q: 3 clusters Score -699073.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -699090.062500 Penalty: 4399.709473
	Iteration 39Q: 3 clusters Score -699090.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -699101.000000 Penalty: 4399.709473
	Iteration 40F: 3 clusters Score -699101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -699112.875000 Penalty: 4399.709473
	Iteration 41Q: 3 clusters Score -699112.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -699122.562500 Penalty: 4399.709473
	Iteration 42Q: 3 clusters Score -699122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -699142.312500 Penalty: 4399.709473
	Iteration 43Q: 3 clusters Score -699142.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -699161.062500 Penalty: 4399.709473
	Iteration 44Q: 3 clusters Score -699161.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -699175.687500 Penalty: 4399.709473
	Iteration 45Q: 3 clusters Score -699175.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -699188.750000 Penalty: 4399.709473
	Iteration 46Q: 3 clusters Score -699188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -699195.750000 Penalty: 4399.709473
	Iteration 47Q: 3 clusters Score -699195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -699199.812500 Penalty: 4399.709473
	Iteration 48Q: 3 clusters Score -699199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -699204.625000 Penalty: 4399.709473
	Iteration 49Q: 3 clusters Score -699204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -699208.562500 Penalty: 4399.709473
	Iteration 50Q: 3 clusters Score -699208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -699211.937500 Penalty: 4399.709473
	Iteration 51Q: 3 clusters Score -699211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -699215.187500 Penalty: 4399.709473
	Iteration 52Q: 3 clusters Score -699215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -699218.875000 Penalty: 4399.709473
	Iteration 53Q: 3 clusters Score -699218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -699224.812500 Penalty: 4399.709473
	Iteration 54Q: 3 clusters Score -699224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -699229.500000 Penalty: 4399.709473
	Iteration 55Q: 3 clusters Score -699229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -699234.812500 Penalty: 4399.709473
	Iteration 56Q: 3 clusters Score -699234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -699235.875000 Penalty: 4399.709473
	Iteration 57Q: 3 clusters Score -699235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -699242.187500 Penalty: 4399.709473
	Iteration 58Q: 3 clusters Score -699242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -699242.750000 Penalty: 4399.709473
	Iteration 59Q: 3 clusters Score -699242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -699243.250000 Penalty: 4399.709473
	Iteration 60F: 3 clusters Score -699243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -699244.562500 Penalty: 4399.709473
	Iteration 61Q: 3 clusters Score -699244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -699244.562500 Penalty: 4399.709473
	Iteration 62F: 3 clusters Score -699244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 99636 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36853 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6484 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10393 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55580 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14504 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3859 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8839 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137872.000000 Penalty: 204195.187500
Iteration 239Q: 61 clusters Score -8.413787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10233 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 99643 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36850 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15200 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21661 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6485 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55579 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14505 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3866 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8840 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 240F: 61 clusters Score -8.413783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75086 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10232 members 
Mstep: Class 11 contains 115831 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11754 members 
Mstep: Class 16 contains 99643 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36846 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15193 members 
Mstep: Class 36 contains 5603 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21662 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6487 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55581 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14505 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3868 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8841 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137808.000000 Penalty: 204195.187500
Iteration 241Q: 61 clusters Score -8.413781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10232 members 
Mstep: Class 11 contains 115833 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11753 members 
Mstep: Class 16 contains 99646 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6246 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36841 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15192 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6488 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55581 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14503 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3867 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8840 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137840.000000 Penalty: 204195.187500
Iteration 242Q: 61 clusters Score -8.413784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75089 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10235 members 
Mstep: Class 11 contains 115834 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11753 members 
Mstep: Class 16 contains 99647 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6246 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36836 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15183 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21663 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6489 members 
Mstep: Class 43 contains 50440 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10394 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55582 members 
Mstep: Class 49 contains 22609 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14502 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3869 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8841 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137864.000000 Penalty: 204195.187500
Iteration 243Q: 61 clusters Score -8.413786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75087 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10239 members 
Mstep: Class 11 contains 115834 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 99655 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36829 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15168 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21666 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6490 members 
Mstep: Class 43 contains 50441 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55581 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14501 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3872 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8842 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137880.000000 Penalty: 204195.187500
Iteration 244Q: 61 clusters Score -8.413788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75085 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 115833 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11751 members 
Mstep: Class 16 contains 99660 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36822 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15162 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21671 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6491 members 
Mstep: Class 43 contains 50442 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10396 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55578 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14499 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3875 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8842 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137960.000000 Penalty: 204195.187500
Iteration 245Q: 61 clusters Score -8.413796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75082 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 115836 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11751 members 
Mstep: Class 16 contains 99663 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6246 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36822 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15157 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21674 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10395 members 
Mstep: Class 47 contains 4283 members 
Mstep: Class 48 contains 55572 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8843 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137968.000000 Penalty: 204195.187500
Iteration 246Q: 61 clusters Score -8.413797e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75083 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 115838 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 99664 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36818 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15153 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 21673 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6492 members 
Mstep: Class 43 contains 50443 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10398 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55570 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8844 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137992.000000 Penalty: 204195.187500
Iteration 247Q: 61 clusters Score -8.413799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11753 members 
Mstep: Class 16 contains 99662 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6246 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36816 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15148 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21679 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 50445 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10401 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55569 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8844 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137912.000000 Penalty: 204195.187500
Iteration 248Q: 61 clusters Score -8.413791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75082 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11751 members 
Mstep: Class 16 contains 99654 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36813 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15145 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21685 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 50448 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10403 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8844 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137896.000000 Penalty: 204195.187500
Iteration 249Q: 61 clusters Score -8.41379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75083 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11751 members 
Mstep: Class 16 contains 99653 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36811 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15140 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21686 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10402 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 8845 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137904.000000 Penalty: 204195.187500
Iteration 250Q: 61 clusters Score -8.41379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10250 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99656 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 2213 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6249 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36809 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15136 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21689 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10403 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6175 members 
Mstep: Class 59 contains 8845 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137880.000000 Penalty: 204195.187500
Iteration 251Q: 61 clusters Score -8.413788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99653 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2433 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6249 members 
Mstep: Class 29 contains 3677 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36807 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10851 members 
Mstep: Class 35 contains 15133 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21692 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10403 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6174 members 
Mstep: Class 59 contains 8846 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137856.000000 Penalty: 204195.187500
Iteration 252Q: 61 clusters Score -8.413786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10245 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99650 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2438 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84714 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36803 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10852 members 
Mstep: Class 35 contains 15126 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21697 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6494 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10404 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137824.000000 Penalty: 204195.187500
Iteration 253Q: 61 clusters Score -8.413782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99649 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2439 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36801 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10852 members 
Mstep: Class 35 contains 15123 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21699 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10405 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137800.000000 Penalty: 204195.187500
Iteration 254Q: 61 clusters Score -8.41378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10241 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99648 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36799 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10852 members 
Mstep: Class 35 contains 15119 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 21702 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6497 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10407 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137824.000000 Penalty: 204195.187500
Iteration 255Q: 61 clusters Score -8.413782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99648 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2444 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36797 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10852 members 
Mstep: Class 35 contains 15114 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8017 members 
Mstep: Class 38 contains 21704 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10409 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55568 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 256Q: 61 clusters Score -8.413783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99649 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84714 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36794 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10853 members 
Mstep: Class 35 contains 15106 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21708 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2353 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10411 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55569 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137816.000000 Penalty: 204195.187500
Iteration 257Q: 61 clusters Score -8.413782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10244 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99650 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84714 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36794 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10854 members 
Mstep: Class 35 contains 15097 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21712 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2352 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10414 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55569 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137792.000000 Penalty: 204195.187500
Iteration 258Q: 61 clusters Score -8.413779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99646 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36791 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10855 members 
Mstep: Class 35 contains 15090 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21717 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10415 members 
Mstep: Class 47 contains 4284 members 
Mstep: Class 48 contains 55569 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137728.000000 Penalty: 204195.187500
Iteration 259Q: 61 clusters Score -8.413773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10246 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99651 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36790 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10856 members 
Mstep: Class 35 contains 15082 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21718 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10416 members 
Mstep: Class 47 contains 4285 members 
Mstep: Class 48 contains 55566 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14495 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3887 members 
Mstep: Class 58 contains 6173 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137768.000000 Penalty: 204195.187500
Iteration 260F: 61 clusters Score -8.413777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10249 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6984 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99649 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36790 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10856 members 
Mstep: Class 35 contains 15076 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21717 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10415 members 
Mstep: Class 47 contains 4286 members 
Mstep: Class 48 contains 55567 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3886 members 
Mstep: Class 58 contains 6172 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137680.000000 Penalty: 204195.187500
Iteration 261Q: 61 clusters Score -8.413768e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 115844 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99650 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36787 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10856 members 
Mstep: Class 35 contains 15067 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21720 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10417 members 
Mstep: Class 47 contains 4288 members 
Mstep: Class 48 contains 55573 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14498 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6171 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 262Q: 61 clusters Score -8.413775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75081 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 115845 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99654 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36786 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10856 members 
Mstep: Class 35 contains 15061 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21721 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10418 members 
Mstep: Class 47 contains 4289 members 
Mstep: Class 48 contains 55575 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6170 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 263Q: 61 clusters Score -8.413783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10258 members 
Mstep: Class 11 contains 115844 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99659 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36780 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15052 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10419 members 
Mstep: Class 47 contains 4290 members 
Mstep: Class 48 contains 55578 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14496 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137800.000000 Penalty: 204195.187500
Iteration 264Q: 61 clusters Score -8.41378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75079 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99663 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5297 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36778 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10856 members 
Mstep: Class 35 contains 15049 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10422 members 
Mstep: Class 47 contains 4292 members 
Mstep: Class 48 contains 55579 members 
Mstep: Class 49 contains 22611 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14494 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137840.000000 Penalty: 204195.187500
Iteration 265Q: 61 clusters Score -8.413784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75079 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99665 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5295 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36778 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15045 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8014 members 
Mstep: Class 38 contains 21722 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10423 members 
Mstep: Class 47 contains 4295 members 
Mstep: Class 48 contains 55579 members 
Mstep: Class 49 contains 22611 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14489 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137776.000000 Penalty: 204195.187500
Iteration 266Q: 61 clusters Score -8.413778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75079 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115844 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99671 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5295 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36775 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15043 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 21722 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10424 members 
Mstep: Class 47 contains 4297 members 
Mstep: Class 48 contains 55576 members 
Mstep: Class 49 contains 22610 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14489 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137768.000000 Penalty: 204195.187500
Iteration 267Q: 61 clusters Score -8.413777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115844 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 99674 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5293 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36775 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15040 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 21722 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10424 members 
Mstep: Class 47 contains 4300 members 
Mstep: Class 48 contains 55573 members 
Mstep: Class 49 contains 22609 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14489 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137728.000000 Penalty: 204195.187500
Iteration 268Q: 61 clusters Score -8.413773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32365 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75080 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11749 members 
Mstep: Class 16 contains 99681 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36774 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15041 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10424 members 
Mstep: Class 47 contains 4300 members 
Mstep: Class 48 contains 55570 members 
Mstep: Class 49 contains 22608 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14489 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137712.000000 Penalty: 204195.187500
Iteration 269Q: 61 clusters Score -8.413771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75078 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 99690 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36772 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15045 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21724 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6497 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10426 members 
Mstep: Class 47 contains 4299 members 
Mstep: Class 48 contains 55566 members 
Mstep: Class 49 contains 22607 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14488 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137632.000000 Penalty: 204195.187500
Iteration 270Q: 61 clusters Score -8.413763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75078 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 99698 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36772 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15038 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10428 members 
Mstep: Class 47 contains 4299 members 
Mstep: Class 48 contains 55564 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14489 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137592.000000 Penalty: 204195.187500
Iteration 271Q: 61 clusters Score -8.413759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75078 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 99702 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36770 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15035 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10429 members 
Mstep: Class 47 contains 4299 members 
Mstep: Class 48 contains 55564 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137616.000000 Penalty: 204195.187500
Iteration 272Q: 61 clusters Score -8.413762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75077 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 99704 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84704 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36769 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15039 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 21726 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10431 members 
Mstep: Class 47 contains 4299 members 
Mstep: Class 48 contains 55563 members 
Mstep: Class 49 contains 22606 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137584.000000 Penalty: 204195.187500
Iteration 273Q: 61 clusters Score -8.413758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75076 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99709 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84703 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36767 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10857 members 
Mstep: Class 35 contains 15038 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50449 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10435 members 
Mstep: Class 47 contains 4299 members 
Mstep: Class 48 contains 55564 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137568.000000 Penalty: 204195.187500
Iteration 274Q: 61 clusters Score -8.413757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75076 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84705 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10858 members 
Mstep: Class 35 contains 15035 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50446 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10440 members 
Mstep: Class 47 contains 4300 members 
Mstep: Class 48 contains 55563 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2765 members 
Mstep: Class 55 contains 14486 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8847 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137552.000000 Penalty: 204195.187500
Iteration 275Q: 61 clusters Score -8.413755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75076 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99700 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36763 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10859 members 
Mstep: Class 35 contains 15035 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6496 members 
Mstep: Class 43 contains 50445 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10443 members 
Mstep: Class 47 contains 4300 members 
Mstep: Class 48 contains 55562 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8848 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137528.000000 Penalty: 204195.187500
Iteration 276Q: 61 clusters Score -8.413753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 32368 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75075 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10260 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99704 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5291 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6249 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36763 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10859 members 
Mstep: Class 35 contains 15032 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6497 members 
Mstep: Class 43 contains 50446 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8850 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137608.000000 Penalty: 204195.187500
Iteration 277Q: 61 clusters Score -8.413761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4843 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10258 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36762 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15026 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6498 members 
Mstep: Class 43 contains 50446 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55560 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8852 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137688.000000 Penalty: 204195.187500
Iteration 278Q: 61 clusters Score -8.413769e+07 nChanged 17
Entering ConstructFrom: 
Score: -84137688.000000 Penalty: 204195.187500
Entering ConstructFrom: 
Trying to split cluster 1 (42730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Entering Unmasked Estep 
Score: -4163121.500000 Penalty: 2644.338867
	Iteration 0F: 2 clusters Score -4163122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4134331.250000 Penalty: 5288.677734
	Iteration 0F: 3 clusters Score -4134331 nChanged 19514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4144953.500000 Penalty: 5288.677734
	Iteration 1F: 3 clusters Score -4144954 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4145672.000000 Penalty: 5288.677734
	Iteration 2Q: 3 clusters Score -4145672 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4146543.750000 Penalty: 5288.677734
	Iteration 3Q: 3 clusters Score -4146544 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4147716.500000 Penalty: 5288.677734
	Iteration 4F: 3 clusters Score -4147716 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4149273.750000 Penalty: 5288.677734
	Iteration 5F: 3 clusters Score -4149274 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -4151330.500000 Penalty: 5288.677734
	Iteration 6F: 3 clusters Score -4151330 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4154253.000000 Penalty: 5288.677734
	Iteration 7F: 3 clusters Score -4154253 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4157878.750000 Penalty: 5288.677734
	Iteration 8F: 3 clusters Score -4157879 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4161072.750000 Penalty: 5288.677734
	Iteration 9F: 3 clusters Score -4161073 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4162594.500000 Penalty: 5288.677734
	Iteration 10Q: 3 clusters Score -4162594 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4163188.750000 Penalty: 5288.677734
	Iteration 11Q: 3 clusters Score -4163189 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4163452.500000 Penalty: 5288.677734
	Iteration 12Q: 3 clusters Score -4163452 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4163569.500000 Penalty: 5288.677734
	Iteration 13Q: 3 clusters Score -4163570 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4163649.500000 Penalty: 5288.677734
	Iteration 14Q: 3 clusters Score -4163650 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4163694.750000 Penalty: 5288.677734
	Iteration 15Q: 3 clusters Score -4163695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4163705.250000 Penalty: 5288.677734
	Iteration 16Q: 3 clusters Score -4163705 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4163714.750000 Penalty: 5288.677734
	Iteration 17Q: 3 clusters Score -4163715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -4163726.000000 Penalty: 5288.677734
	Iteration 18Q: 3 clusters Score -4163726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -4163732.500000 Penalty: 5288.677734
	Iteration 19Q: 3 clusters Score -4163732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4163737.000000 Penalty: 5288.677734
	Iteration 20F: 3 clusters Score -4163737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4163737.750000 Penalty: 5288.677734
	Iteration 21Q: 3 clusters Score -4163738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4163739.500000 Penalty: 5288.677734
	Iteration 22Q: 3 clusters Score -4163740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4163732.250000 Penalty: 5288.677734
	Iteration 23Q: 3 clusters Score -4163732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4163734.500000 Penalty: 5288.677734
	Iteration 24Q: 3 clusters Score -4163734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4163736.750000 Penalty: 5288.677734
	Iteration 25Q: 3 clusters Score -4163737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4163744.000000 Penalty: 5288.677734
	Iteration 26Q: 3 clusters Score -4163744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4163748.000000 Penalty: 5288.677734
	Iteration 27Q: 3 clusters Score -4163748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4163754.750000 Penalty: 5288.677734
	Iteration 28Q: 3 clusters Score -4163755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4163759.750000 Penalty: 5288.677734
	Iteration 29Q: 3 clusters Score -4163760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -4163769.500000 Penalty: 5288.677734
	Iteration 30Q: 3 clusters Score -4163770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4163779.750000 Penalty: 5288.677734
	Iteration 31Q: 3 clusters Score -4163780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4163786.750000 Penalty: 5288.677734
	Iteration 32Q: 3 clusters Score -4163787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4163784.000000 Penalty: 5288.677734
	Iteration 33Q: 3 clusters Score -4163784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4163787.750000 Penalty: 5288.677734
	Iteration 34Q: 3 clusters Score -4163788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4163787.250000 Penalty: 5288.677734
	Iteration 35Q: 3 clusters Score -4163787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4163790.500000 Penalty: 5288.677734
	Iteration 36Q: 3 clusters Score -4163790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4163787.000000 Penalty: 5288.677734
	Iteration 37Q: 3 clusters Score -4163787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4163785.500000 Penalty: 5288.677734
	Iteration 38Q: 3 clusters Score -4163786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4163793.250000 Penalty: 5288.677734
	Iteration 39Q: 3 clusters Score -4163793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4163792.500000 Penalty: 5288.677734
	Iteration 40F: 3 clusters Score -4163792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4163798.750000 Penalty: 5288.677734
	Iteration 41Q: 3 clusters Score -4163799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4163797.250000 Penalty: 5288.677734
	Iteration 42Q: 3 clusters Score -4163797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4163794.500000 Penalty: 5288.677734
	Iteration 43Q: 3 clusters Score -4163794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4163798.750000 Penalty: 5288.677734
	Iteration 44Q: 3 clusters Score -4163799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4163799.000000 Penalty: 5288.677734
	Iteration 45Q: 3 clusters Score -4163799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4163799.000000 Penalty: 5288.677734
	Iteration 46Q: 3 clusters Score -4163799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4163799.000000 Penalty: 5288.677734
	Iteration 47F: 3 clusters Score -4163799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8853 members 
Mstep: Class 60 contains 7120 members 
Mstep: Class 61 contains 28588 members 
Entering Unmasked Estep 
Score: -84137528.000000 Penalty: 207598.437500
Splitting cluster 1 changes total score from -84137688.000000 to -84137528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Entering Unmasked Estep 
Score: -3119548.250000 Penalty: 2575.453857
	Iteration 0F: 2 clusters Score -3119548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3097482.750000 Penalty: 5150.907715
	Iteration 0F: 3 clusters Score -3097483 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3105390.250000 Penalty: 5150.907715
	Iteration 1F: 3 clusters Score -3105390 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3105934.250000 Penalty: 5150.907715
	Iteration 2Q: 3 clusters Score -3105934 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3106437.500000 Penalty: 5150.907715
	Iteration 3Q: 3 clusters Score -3106438 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3106957.250000 Penalty: 5150.907715
	Iteration 4Q: 3 clusters Score -3106957 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3107554.500000 Penalty: 5150.907715
	Iteration 5Q: 3 clusters Score -3107554 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3108263.500000 Penalty: 5150.907715
	Iteration 6Q: 3 clusters Score -3108264 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3109093.500000 Penalty: 5150.907715
	Iteration 7Q: 3 clusters Score -3109094 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3110117.250000 Penalty: 5150.907715
	Iteration 8F: 3 clusters Score -3110117 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3111186.000000 Penalty: 5150.907715
	Iteration 9F: 3 clusters Score -3111186 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -3112277.250000 Penalty: 5150.907715
	Iteration 10Q: 3 clusters Score -3112277 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3113279.000000 Penalty: 5150.907715
	Iteration 11Q: 3 clusters Score -3113279 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3114110.250000 Penalty: 5150.907715
	Iteration 12Q: 3 clusters Score -3114110 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3114880.500000 Penalty: 5150.907715
	Iteration 13Q: 3 clusters Score -3114880 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3115517.250000 Penalty: 5150.907715
	Iteration 14Q: 3 clusters Score -3115517 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3116122.250000 Penalty: 5150.907715
	Iteration 15Q: 3 clusters Score -3116122 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3116638.000000 Penalty: 5150.907715
	Iteration 16Q: 3 clusters Score -3116638 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3117036.000000 Penalty: 5150.907715
	Iteration 17Q: 3 clusters Score -3117036 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3117327.000000 Penalty: 5150.907715
	Iteration 18Q: 3 clusters Score -3117327 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3117529.000000 Penalty: 5150.907715
	Iteration 19Q: 3 clusters Score -3117529 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3117660.250000 Penalty: 5150.907715
	Iteration 20F: 3 clusters Score -3117660 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3117759.250000 Penalty: 5150.907715
	Iteration 21Q: 3 clusters Score -3117759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3117808.000000 Penalty: 5150.907715
	Iteration 22Q: 3 clusters Score -3117808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3117857.750000 Penalty: 5150.907715
	Iteration 23Q: 3 clusters Score -3117858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3117893.000000 Penalty: 5150.907715
	Iteration 24Q: 3 clusters Score -3117893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3117902.250000 Penalty: 5150.907715
	Iteration 25Q: 3 clusters Score -3117902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3117918.250000 Penalty: 5150.907715
	Iteration 26Q: 3 clusters Score -3117918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -3117926.000000 Penalty: 5150.907715
	Iteration 27Q: 3 clusters Score -3117926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3117935.750000 Penalty: 5150.907715
	Iteration 28Q: 3 clusters Score -3117936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -3117947.750000 Penalty: 5150.907715
	Iteration 29Q: 3 clusters Score -3117948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3117964.000000 Penalty: 5150.907715
	Iteration 30Q: 3 clusters Score -3117964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3117971.750000 Penalty: 5150.907715
	Iteration 31Q: 3 clusters Score -3117972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3117979.750000 Penalty: 5150.907715
	Iteration 32Q: 3 clusters Score -3117980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3117981.500000 Penalty: 5150.907715
	Iteration 33Q: 3 clusters Score -3117982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3117991.500000 Penalty: 5150.907715
	Iteration 34Q: 3 clusters Score -3117992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3117992.750000 Penalty: 5150.907715
	Iteration 35Q: 3 clusters Score -3117993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3118002.250000 Penalty: 5150.907715
	Iteration 36Q: 3 clusters Score -3118002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3118000.250000 Penalty: 5150.907715
	Iteration 37Q: 3 clusters Score -3118000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3117997.750000 Penalty: 5150.907715
	Iteration 38Q: 3 clusters Score -3117998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3118001.250000 Penalty: 5150.907715
	Iteration 39Q: 3 clusters Score -3118001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3118009.000000 Penalty: 5150.907715
	Iteration 40F: 3 clusters Score -3118009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3118009.000000 Penalty: 5150.907715
	Iteration 41Q: 3 clusters Score -3118009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3118008.500000 Penalty: 5150.907715
	Iteration 42Q: 3 clusters Score -3118008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3118003.750000 Penalty: 5150.907715
	Iteration 43Q: 3 clusters Score -3118004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -3118007.000000 Penalty: 5150.907715
	Iteration 44Q: 3 clusters Score -3118007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3118009.500000 Penalty: 5150.907715
	Iteration 45Q: 3 clusters Score -3118010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3118007.000000 Penalty: 5150.907715
	Iteration 46Q: 3 clusters Score -3118007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3118008.500000 Penalty: 5150.907715
	Iteration 47Q: 3 clusters Score -3118008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3118006.750000 Penalty: 5150.907715
	Iteration 48Q: 3 clusters Score -3118007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3118006.000000 Penalty: 5150.907715
	Iteration 49Q: 3 clusters Score -3118006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3118016.250000 Penalty: 5150.907715
	Iteration 50Q: 3 clusters Score -3118016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3118014.250000 Penalty: 5150.907715
	Iteration 51Q: 3 clusters Score -3118014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3118016.500000 Penalty: 5150.907715
	Iteration 52Q: 3 clusters Score -3118016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -3118021.750000 Penalty: 5150.907715
	Iteration 53Q: 3 clusters Score -3118022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3118018.250000 Penalty: 5150.907715
	Iteration 54Q: 3 clusters Score -3118018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -3118018.000000 Penalty: 5150.907715
	Iteration 55Q: 3 clusters Score -3118018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -3118020.000000 Penalty: 5150.907715
	Iteration 56Q: 3 clusters Score -3118020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -3118020.000000 Penalty: 5150.907715
	Iteration 57F: 3 clusters Score -3118020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -454021.250000 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -454021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -449514.093750 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -449514.1 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -450836.718750 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -450836.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -451224.781250 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -451224.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -451528.281250 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -451528.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -451741.656250 Penalty: 4237.355469
	Iteration 4F: 3 clusters Score -451741.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -451887.375000 Penalty: 4237.355469
	Iteration 5Q: 3 clusters Score -451887.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -451988.468750 Penalty: 4237.355469
	Iteration 6Q: 3 clusters Score -451988.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -452060.812500 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -452060.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -452115.375000 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -452115.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -452157.406250 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -452157.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -452198.531250 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -452198.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -452233.375000 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -452233.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -452258.343750 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -452258.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -452276.500000 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -452276.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -452289.750000 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -452289.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -452300.812500 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -452300.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -452309.625000 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -452309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -452314.937500 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -452314.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -452321.000000 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -452321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -452327.468750 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -452327.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -452336.937500 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -452336.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -452345.468750 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -452345.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -452351.843750 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -452351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -452359.625000 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -452359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -452367.562500 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -452367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -452377.437500 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -452377.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -452387.156250 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -452387.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -452396.593750 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -452396.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -452407.468750 Penalty: 4237.355469
	Iteration 28Q: 3 clusters Score -452407.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -452414.281250 Penalty: 4237.355469
	Iteration 29Q: 3 clusters Score -452414.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -452420.093750 Penalty: 4237.355469
	Iteration 30Q: 3 clusters Score -452420.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -452424.781250 Penalty: 4237.355469
	Iteration 31Q: 3 clusters Score -452424.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -452431.000000 Penalty: 4237.355469
	Iteration 32Q: 3 clusters Score -452431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -452434.937500 Penalty: 4237.355469
	Iteration 33Q: 3 clusters Score -452434.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -452438.937500 Penalty: 4237.355469
	Iteration 34Q: 3 clusters Score -452438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -452440.781250 Penalty: 4237.355469
	Iteration 35Q: 3 clusters Score -452440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -452442.031250 Penalty: 4237.355469
	Iteration 36Q: 3 clusters Score -452442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -452444.031250 Penalty: 4237.355469
	Iteration 37Q: 3 clusters Score -452444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -452446.750000 Penalty: 4237.355469
	Iteration 38Q: 3 clusters Score -452446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -452447.437500 Penalty: 4237.355469
	Iteration 39Q: 3 clusters Score -452447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -452448.406250 Penalty: 4237.355469
	Iteration 40F: 3 clusters Score -452448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -452448.687500 Penalty: 4237.355469
	Iteration 41Q: 3 clusters Score -452448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -452450.781250 Penalty: 4237.355469
	Iteration 42Q: 3 clusters Score -452450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -452451.937500 Penalty: 4237.355469
	Iteration 43Q: 3 clusters Score -452451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -452453.781250 Penalty: 4237.355469
	Iteration 44Q: 3 clusters Score -452453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -452453.437500 Penalty: 4237.355469
	Iteration 45Q: 3 clusters Score -452453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -452453.437500 Penalty: 4237.355469
	Iteration 46F: 3 clusters Score -452453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -409236.625000 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -409236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -405027.031250 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -405027 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -406086.437500 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -406086.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -406357.656250 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -406357.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -406587.906250 Penalty: 4171.938477
	Iteration 3F: 3 clusters Score -406587.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -406755.281250 Penalty: 4171.938477
	Iteration 4F: 3 clusters Score -406755.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -406904.718750 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -406904.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -407038.343750 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -407038.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -407167.125000 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -407167.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -407287.500000 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -407287.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -407401.750000 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -407401.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -407493.093750 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -407493.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -407588.812500 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -407588.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -407670.906250 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -407670.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -407732.062500 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -407732.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -407778.156250 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -407778.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -407813.500000 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -407813.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -407836.281250 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -407836.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -407851.531250 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -407851.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -407872.562500 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -407872.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -407890.562500 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -407890.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -407905.875000 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -407905.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -407916.656250 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -407916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -407921.281250 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -407921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -407928.000000 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -407928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -407936.562500 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -407936.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -407943.718750 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -407943.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -407953.187500 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -407953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -407959.125000 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -407959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -407962.062500 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -407962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -407965.062500 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -407965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -407966.031250 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -407966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -407966.656250 Penalty: 4171.938477
	Iteration 31Q: 3 clusters Score -407966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -407967.656250 Penalty: 4171.938477
	Iteration 32Q: 3 clusters Score -407967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -407967.656250 Penalty: 4171.938477
	Iteration 33F: 3 clusters Score -407967.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Entering Unmasked Estep 
Score: -7338014.000000 Penalty: 2784.101562
	Iteration 0F: 2 clusters Score -7338014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -7287863.500000 Penalty: 5568.203125
	Iteration 0F: 3 clusters Score -7287864 nChanged 35052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -7307159.000000 Penalty: 5568.203125
	Iteration 1F: 3 clusters Score -7307159 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -7307892.000000 Penalty: 5568.203125
	Iteration 2Q: 3 clusters Score -7307892 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -7308898.000000 Penalty: 5568.203125
	Iteration 3Q: 3 clusters Score -7308898 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7310084.000000 Penalty: 5568.203125
	Iteration 4Q: 3 clusters Score -7310084 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7311718.500000 Penalty: 5568.203125
	Iteration 5F: 3 clusters Score -7311718 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -7314065.000000 Penalty: 5568.203125
	Iteration 6F: 3 clusters Score -7314065 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7316999.000000 Penalty: 5568.203125
	Iteration 7F: 3 clusters Score -7316999 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -7320138.000000 Penalty: 5568.203125
	Iteration 8F: 3 clusters Score -7320138 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -7323606.500000 Penalty: 5568.203125
	Iteration 9F: 3 clusters Score -7323606 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -7326985.500000 Penalty: 5568.203125
	Iteration 10F: 3 clusters Score -7326986 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -7329774.000000 Penalty: 5568.203125
	Iteration 11Q: 3 clusters Score -7329774 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -7331718.000000 Penalty: 5568.203125
	Iteration 12Q: 3 clusters Score -7331718 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -7332946.500000 Penalty: 5568.203125
	Iteration 13Q: 3 clusters Score -7332946 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7333873.500000 Penalty: 5568.203125
	Iteration 14Q: 3 clusters Score -7333874 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7334445.500000 Penalty: 5568.203125
	Iteration 15Q: 3 clusters Score -7334446 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7334884.500000 Penalty: 5568.203125
	Iteration 16Q: 3 clusters Score -7334884 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7335204.500000 Penalty: 5568.203125
	Iteration 17Q: 3 clusters Score -7335204 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7335429.000000 Penalty: 5568.203125
	Iteration 18Q: 3 clusters Score -7335429 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7335564.500000 Penalty: 5568.203125
	Iteration 19Q: 3 clusters Score -7335564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7335638.000000 Penalty: 5568.203125
	Iteration 20F: 3 clusters Score -7335638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7335695.000000 Penalty: 5568.203125
	Iteration 21Q: 3 clusters Score -7335695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7335736.500000 Penalty: 5568.203125
	Iteration 22Q: 3 clusters Score -7335736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7335768.000000 Penalty: 5568.203125
	Iteration 23Q: 3 clusters Score -7335768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7335803.000000 Penalty: 5568.203125
	Iteration 24Q: 3 clusters Score -7335803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7335842.500000 Penalty: 5568.203125
	Iteration 25Q: 3 clusters Score -7335842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7335853.500000 Penalty: 5568.203125
	Iteration 26Q: 3 clusters Score -7335854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7335877.000000 Penalty: 5568.203125
	Iteration 27Q: 3 clusters Score -7335877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7335901.000000 Penalty: 5568.203125
	Iteration 28Q: 3 clusters Score -7335901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7335910.500000 Penalty: 5568.203125
	Iteration 29Q: 3 clusters Score -7335910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7335912.000000 Penalty: 5568.203125
	Iteration 30Q: 3 clusters Score -7335912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7335923.000000 Penalty: 5568.203125
	Iteration 31Q: 3 clusters Score -7335923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7335921.000000 Penalty: 5568.203125
	Iteration 32Q: 3 clusters Score -7335921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7335934.000000 Penalty: 5568.203125
	Iteration 33Q: 3 clusters Score -7335934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7335935.500000 Penalty: 5568.203125
	Iteration 34Q: 3 clusters Score -7335936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7335936.000000 Penalty: 5568.203125
	Iteration 35Q: 3 clusters Score -7335936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7335925.000000 Penalty: 5568.203125
	Iteration 36Q: 3 clusters Score -7335925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7335927.000000 Penalty: 5568.203125
	Iteration 37Q: 3 clusters Score -7335927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7335930.000000 Penalty: 5568.203125
	Iteration 38Q: 3 clusters Score -7335930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7335937.500000 Penalty: 5568.203125
	Iteration 39Q: 3 clusters Score -7335938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7335948.500000 Penalty: 5568.203125
	Iteration 40F: 3 clusters Score -7335948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7335947.500000 Penalty: 5568.203125
	Iteration 41Q: 3 clusters Score -7335948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7335951.000000 Penalty: 5568.203125
	Iteration 42Q: 3 clusters Score -7335951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7335946.500000 Penalty: 5568.203125
	Iteration 43Q: 3 clusters Score -7335946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7335954.000000 Penalty: 5568.203125
	Iteration 44Q: 3 clusters Score -7335954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7335964.000000 Penalty: 5568.203125
	Iteration 45Q: 3 clusters Score -7335964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7335964.500000 Penalty: 5568.203125
	Iteration 46Q: 3 clusters Score -7335964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7335967.000000 Penalty: 5568.203125
	Iteration 47Q: 3 clusters Score -7335967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7335964.000000 Penalty: 5568.203125
	Iteration 48Q: 3 clusters Score -7335964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7335960.500000 Penalty: 5568.203125
	Iteration 49Q: 3 clusters Score -7335960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7335961.000000 Penalty: 5568.203125
	Iteration 50Q: 3 clusters Score -7335961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7335961.000000 Penalty: 5568.203125
	Iteration 51Q: 3 clusters Score -7335961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7335955.500000 Penalty: 5568.203125
	Iteration 52Q: 3 clusters Score -7335956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7335960.000000 Penalty: 5568.203125
	Iteration 53Q: 3 clusters Score -7335960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7335961.500000 Penalty: 5568.203125
	Iteration 54Q: 3 clusters Score -7335962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7335961.500000 Penalty: 5568.203125
	Iteration 55F: 3 clusters Score -7335962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Entering Unmasked Estep 
Score: -1019324.562500 Penalty: 2297.865234
	Iteration 0F: 2 clusters Score -1019325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1011343.437500 Penalty: 4595.730469
	Iteration 0F: 3 clusters Score -1011343 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1013607.750000 Penalty: 4595.730469
	Iteration 1F: 3 clusters Score -1013608 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1013919.625000 Penalty: 4595.730469
	Iteration 2F: 3 clusters Score -1013920 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1014140.812500 Penalty: 4595.730469
	Iteration 3Q: 3 clusters Score -1014141 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1014307.937500 Penalty: 4595.730469
	Iteration 4Q: 3 clusters Score -1014308 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1014447.375000 Penalty: 4595.730469
	Iteration 5Q: 3 clusters Score -1014447 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1014568.687500 Penalty: 4595.730469
	Iteration 6Q: 3 clusters Score -1014569 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1014682.937500 Penalty: 4595.730469
	Iteration 7Q: 3 clusters Score -1014683 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1014817.687500 Penalty: 4595.730469
	Iteration 8Q: 3 clusters Score -1014818 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1014986.812500 Penalty: 4595.730469
	Iteration 9Q: 3 clusters Score -1014987 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1015180.187500 Penalty: 4595.730469
	Iteration 10Q: 3 clusters Score -1015180 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1015387.187500 Penalty: 4595.730469
	Iteration 11Q: 3 clusters Score -1015387 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1015598.312500 Penalty: 4595.730469
	Iteration 12Q: 3 clusters Score -1015598 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1015816.375000 Penalty: 4595.730469
	Iteration 13Q: 3 clusters Score -1015816 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1016040.000000 Penalty: 4595.730469
	Iteration 14Q: 3 clusters Score -1016040 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1016262.750000 Penalty: 4595.730469
	Iteration 15Q: 3 clusters Score -1016263 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1016492.562500 Penalty: 4595.730469
	Iteration 16Q: 3 clusters Score -1016493 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1016709.625000 Penalty: 4595.730469
	Iteration 17Q: 3 clusters Score -1016710 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1016901.000000 Penalty: 4595.730469
	Iteration 18Q: 3 clusters Score -1016901 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1017049.937500 Penalty: 4595.730469
	Iteration 19Q: 3 clusters Score -1017050 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1017155.375000 Penalty: 4595.730469
	Iteration 20F: 3 clusters Score -1017155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1017217.125000 Penalty: 4595.730469
	Iteration 21Q: 3 clusters Score -1017217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1017262.687500 Penalty: 4595.730469
	Iteration 22Q: 3 clusters Score -1017263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1017313.937500 Penalty: 4595.730469
	Iteration 23Q: 3 clusters Score -1017314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1017344.375000 Penalty: 4595.730469
	Iteration 24Q: 3 clusters Score -1017344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1017367.875000 Penalty: 4595.730469
	Iteration 25Q: 3 clusters Score -1017368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1017381.375000 Penalty: 4595.730469
	Iteration 26Q: 3 clusters Score -1017381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1017393.875000 Penalty: 4595.730469
	Iteration 27Q: 3 clusters Score -1017394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1017400.937500 Penalty: 4595.730469
	Iteration 28Q: 3 clusters Score -1017401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1017403.625000 Penalty: 4595.730469
	Iteration 29Q: 3 clusters Score -1017404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1017407.937500 Penalty: 4595.730469
	Iteration 30Q: 3 clusters Score -1017408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1017411.500000 Penalty: 4595.730469
	Iteration 31Q: 3 clusters Score -1017412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1017414.125000 Penalty: 4595.730469
	Iteration 32Q: 3 clusters Score -1017414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1017417.062500 Penalty: 4595.730469
	Iteration 33Q: 3 clusters Score -1017417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1017422.125000 Penalty: 4595.730469
	Iteration 34Q: 3 clusters Score -1017422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1017422.937500 Penalty: 4595.730469
	Iteration 35Q: 3 clusters Score -1017423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1017425.312500 Penalty: 4595.730469
	Iteration 36Q: 3 clusters Score -1017425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1017425.875000 Penalty: 4595.730469
	Iteration 37Q: 3 clusters Score -1017426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1017427.375000 Penalty: 4595.730469
	Iteration 38Q: 3 clusters Score -1017427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1017427.375000 Penalty: 4595.730469
	Iteration 39F: 3 clusters Score -1017427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 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 345 members 
Entering Unmasked Estep 
Score: -59631.312500 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59631.31 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59863.519531 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -59863.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60003.531250 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -60003.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60124.507812 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -60124.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60208.769531 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -60208.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60286.140625 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -60286.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60326.894531 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60326.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60368.472656 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60368.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60418.621094 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60418.62 nChanged 9
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: -60437.414062 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60437.41 nChanged 8
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: -60458.007812 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -60458.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60484.046875 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -60484.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -60509.812500 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -60509.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60545.968750 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -60545.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60580.542969 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -60580.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -60617.867188 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -60617.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60706.105469 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -60706.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60824.207031 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -60824.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60863.554688 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -60863.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60871.972656 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -60871.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -60879.035156 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -60879.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -60884.914062 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -60884.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60891.550781 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -60891.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60891.550781 Penalty: 3254.972412
	Iteration 23F: 3 clusters Score -60891.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -453034.406250 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -453034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -448665.093750 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -448665.1 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -449836.875000 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -449836.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450159.406250 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -450159.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -450406.437500 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -450406.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -450639.250000 Penalty: 4208.601562
	Iteration 4F: 3 clusters Score -450639.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -450874.562500 Penalty: 4208.601562
	Iteration 5F: 3 clusters Score -450874.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -451065.156250 Penalty: 4208.601562
	Iteration 6Q: 3 clusters Score -451065.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -451214.125000 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -451214.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -451346.687500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -451346.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -451429.343750 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -451429.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -451495.875000 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -451495.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -451555.250000 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -451555.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -451592.968750 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -451593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -451619.781250 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -451619.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -451639.718750 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -451639.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -451655.156250 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -451655.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -451667.187500 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -451667.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -451674.000000 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -451674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -451679.937500 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -451679.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -451684.937500 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -451684.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -451693.281250 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -451693.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -451699.937500 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -451699.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -451704.250000 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -451704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -451706.781250 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -451706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -451709.218750 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -451709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -451710.812500 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -451710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -451711.812500 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -451711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -451712.968750 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -451713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -451714.250000 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -451714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -451715.218750 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -451715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -451715.687500 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -451715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -451715.687500 Penalty: 4208.601562
	Iteration 31F: 3 clusters Score -451715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -416252.812500 Penalty: 2119.401855
	Iteration 0F: 2 clusters Score -416252.8 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 2525 members 
Entering Unmasked Estep 
Score: -411628.062500 Penalty: 4238.803711
	Iteration 0F: 3 clusters Score -411628.1 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -412926.812500 Penalty: 4238.803711
	Iteration 1F: 3 clusters Score -412926.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -413378.375000 Penalty: 4238.803711
	Iteration 2F: 3 clusters Score -413378.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -413753.062500 Penalty: 4238.803711
	Iteration 3F: 3 clusters Score -413753.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -414060.968750 Penalty: 4238.803711
	Iteration 4F: 3 clusters Score -414061 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -414303.625000 Penalty: 4238.803711
	Iteration 5F: 3 clusters Score -414303.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -414501.000000 Penalty: 4238.803711
	Iteration 6Q: 3 clusters Score -414501 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -414672.093750 Penalty: 4238.803711
	Iteration 7Q: 3 clusters Score -414672.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -414807.375000 Penalty: 4238.803711
	Iteration 8Q: 3 clusters Score -414807.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -414926.468750 Penalty: 4238.803711
	Iteration 9Q: 3 clusters Score -414926.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -415027.468750 Penalty: 4238.803711
	Iteration 10Q: 3 clusters Score -415027.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -415104.968750 Penalty: 4238.803711
	Iteration 11Q: 3 clusters Score -415105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -415157.218750 Penalty: 4238.803711
	Iteration 12Q: 3 clusters Score -415157.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -415189.125000 Penalty: 4238.803711
	Iteration 13Q: 3 clusters Score -415189.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -415228.718750 Penalty: 4238.803711
	Iteration 14Q: 3 clusters Score -415228.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -415264.562500 Penalty: 4238.803711
	Iteration 15Q: 3 clusters Score -415264.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -415297.156250 Penalty: 4238.803711
	Iteration 16Q: 3 clusters Score -415297.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -415312.625000 Penalty: 4238.803711
	Iteration 17Q: 3 clusters Score -415312.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -415323.937500 Penalty: 4238.803711
	Iteration 18Q: 3 clusters Score -415323.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -415336.531250 Penalty: 4238.803711
	Iteration 19Q: 3 clusters Score -415336.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -415354.281250 Penalty: 4238.803711
	Iteration 20F: 3 clusters Score -415354.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -415368.875000 Penalty: 4238.803711
	Iteration 21Q: 3 clusters Score -415368.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -415382.750000 Penalty: 4238.803711
	Iteration 22Q: 3 clusters Score -415382.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -415406.687500 Penalty: 4238.803711
	Iteration 23Q: 3 clusters Score -415406.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -415443.625000 Penalty: 4238.803711
	Iteration 24Q: 3 clusters Score -415443.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -415470.000000 Penalty: 4238.803711
	Iteration 25Q: 3 clusters Score -415470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -415489.781250 Penalty: 4238.803711
	Iteration 26Q: 3 clusters Score -415489.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -415518.093750 Penalty: 4238.803711
	Iteration 27Q: 3 clusters Score -415518.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -415550.968750 Penalty: 4238.803711
	Iteration 28Q: 3 clusters Score -415551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -415581.812500 Penalty: 4238.803711
	Iteration 29Q: 3 clusters Score -415581.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -415623.906250 Penalty: 4238.803711
	Iteration 30Q: 3 clusters Score -415623.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -415676.593750 Penalty: 4238.803711
	Iteration 31Q: 3 clusters Score -415676.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -415723.406250 Penalty: 4238.803711
	Iteration 32Q: 3 clusters Score -415723.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -415750.718750 Penalty: 4238.803711
	Iteration 33Q: 3 clusters Score -415750.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -415763.093750 Penalty: 4238.803711
	Iteration 34Q: 3 clusters Score -415763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -415766.562500 Penalty: 4238.803711
	Iteration 35Q: 3 clusters Score -415766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -415768.906250 Penalty: 4238.803711
	Iteration 36Q: 3 clusters Score -415768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -415770.843750 Penalty: 4238.803711
	Iteration 37Q: 3 clusters Score -415770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -415772.812500 Penalty: 4238.803711
	Iteration 38Q: 3 clusters Score -415772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -415774.500000 Penalty: 4238.803711
	Iteration 39Q: 3 clusters Score -415774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -415775.968750 Penalty: 4238.803711
	Iteration 40F: 3 clusters Score -415776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -415776.187500 Penalty: 4238.803711
	Iteration 41Q: 3 clusters Score -415776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -415776.187500 Penalty: 4238.803711
	Iteration 42F: 3 clusters Score -415776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Entering Unmasked Estep 
Score: -912095.375000 Penalty: 2290.457520
	Iteration 0F: 2 clusters Score -912095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -904145.187500 Penalty: 4580.915039
	Iteration 0F: 3 clusters Score -904145.2 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -906641.625000 Penalty: 4580.915039
	Iteration 1F: 3 clusters Score -906641.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -907021.375000 Penalty: 4580.915039
	Iteration 2F: 3 clusters Score -907021.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -907370.500000 Penalty: 4580.915039
	Iteration 3F: 3 clusters Score -907370.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -907660.437500 Penalty: 4580.915039
	Iteration 4F: 3 clusters Score -907660.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -907909.125000 Penalty: 4580.915039
	Iteration 5Q: 3 clusters Score -907909.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -908157.437500 Penalty: 4580.915039
	Iteration 6Q: 3 clusters Score -908157.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -908411.625000 Penalty: 4580.915039
	Iteration 7Q: 3 clusters Score -908411.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -908643.875000 Penalty: 4580.915039
	Iteration 8Q: 3 clusters Score -908643.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -908881.125000 Penalty: 4580.915039
	Iteration 9Q: 3 clusters Score -908881.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -909100.625000 Penalty: 4580.915039
	Iteration 10Q: 3 clusters Score -909100.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -909329.687500 Penalty: 4580.915039
	Iteration 11Q: 3 clusters Score -909329.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -909574.500000 Penalty: 4580.915039
	Iteration 12Q: 3 clusters Score -909574.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -909797.375000 Penalty: 4580.915039
	Iteration 13Q: 3 clusters Score -909797.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -910029.187500 Penalty: 4580.915039
	Iteration 14Q: 3 clusters Score -910029.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -910254.875000 Penalty: 4580.915039
	Iteration 15Q: 3 clusters Score -910254.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -910447.250000 Penalty: 4580.915039
	Iteration 16Q: 3 clusters Score -910447.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -910582.062500 Penalty: 4580.915039
	Iteration 17Q: 3 clusters Score -910582.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -910675.875000 Penalty: 4580.915039
	Iteration 18Q: 3 clusters Score -910675.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -910742.312500 Penalty: 4580.915039
	Iteration 19Q: 3 clusters Score -910742.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -910789.625000 Penalty: 4580.915039
	Iteration 20F: 3 clusters Score -910789.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -910819.125000 Penalty: 4580.915039
	Iteration 21Q: 3 clusters Score -910819.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -910832.062500 Penalty: 4580.915039
	Iteration 22Q: 3 clusters Score -910832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -910838.875000 Penalty: 4580.915039
	Iteration 23Q: 3 clusters Score -910838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -910846.375000 Penalty: 4580.915039
	Iteration 24Q: 3 clusters Score -910846.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -910847.875000 Penalty: 4580.915039
	Iteration 25Q: 3 clusters Score -910847.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -910851.187500 Penalty: 4580.915039
	Iteration 26Q: 3 clusters Score -910851.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -910857.375000 Penalty: 4580.915039
	Iteration 27Q: 3 clusters Score -910857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -910861.375000 Penalty: 4580.915039
	Iteration 28Q: 3 clusters Score -910861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -910863.000000 Penalty: 4580.915039
	Iteration 29Q: 3 clusters Score -910863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -910868.875000 Penalty: 4580.915039
	Iteration 30Q: 3 clusters Score -910868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -910867.750000 Penalty: 4580.915039
	Iteration 31Q: 3 clusters Score -910867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -910871.375000 Penalty: 4580.915039
	Iteration 32Q: 3 clusters Score -910871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -910872.312500 Penalty: 4580.915039
	Iteration 33Q: 3 clusters Score -910872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -910871.000000 Penalty: 4580.915039
	Iteration 34Q: 3 clusters Score -910871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -910872.812500 Penalty: 4580.915039
	Iteration 35Q: 3 clusters Score -910872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -910873.875000 Penalty: 4580.915039
	Iteration 36Q: 3 clusters Score -910873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -910875.250000 Penalty: 4580.915039
	Iteration 37Q: 3 clusters Score -910875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -910876.375000 Penalty: 4580.915039
	Iteration 38Q: 3 clusters Score -910876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -910877.937500 Penalty: 4580.915039
	Iteration 39Q: 3 clusters Score -910877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -910878.062500 Penalty: 4580.915039
	Iteration 40F: 3 clusters Score -910878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -910879.375000 Penalty: 4580.915039
	Iteration 41Q: 3 clusters Score -910879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -910879.625000 Penalty: 4580.915039
	Iteration 42Q: 3 clusters Score -910879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -910879.625000 Penalty: 4580.915039
	Iteration 43F: 3 clusters Score -910879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Entering Unmasked Estep 
Score: -11496430.000000 Penalty: 2891.677734
	Iteration 0F: 2 clusters Score -1.149643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -11419099.000000 Penalty: 5783.355469
	Iteration 0F: 3 clusters Score -1.14191e+07 nChanged 54975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -11450614.000000 Penalty: 5783.355469
	Iteration 1F: 3 clusters Score -1.145061e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -11451776.000000 Penalty: 5783.355469
	Iteration 2Q: 3 clusters Score -1.145178e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -11453436.000000 Penalty: 5783.355469
	Iteration 3Q: 3 clusters Score -1.145344e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -11456149.000000 Penalty: 5783.355469
	Iteration 4F: 3 clusters Score -1.145615e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -11460928.000000 Penalty: 5783.355469
	Iteration 5F: 3 clusters Score -1.146093e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -11468226.000000 Penalty: 5783.355469
	Iteration 6F: 3 clusters Score -1.146823e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -11476852.000000 Penalty: 5783.355469
	Iteration 7F: 3 clusters Score -1.147685e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -11484287.000000 Penalty: 5783.355469
	Iteration 8F: 3 clusters Score -1.148429e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 110193 members 
Entering Unmasked Estep 
Score: -11489421.000000 Penalty: 5783.355469
	Iteration 9Q: 3 clusters Score -1.148942e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -11492060.000000 Penalty: 5783.355469
	Iteration 10Q: 3 clusters Score -1.149206e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -11493154.000000 Penalty: 5783.355469
	Iteration 11Q: 3 clusters Score -1.149315e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -11493575.000000 Penalty: 5783.355469
	Iteration 12Q: 3 clusters Score -1.149358e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -11493792.000000 Penalty: 5783.355469
	Iteration 13Q: 3 clusters Score -1.149379e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -11493931.000000 Penalty: 5783.355469
	Iteration 14Q: 3 clusters Score -1.149393e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -11494003.000000 Penalty: 5783.355469
	Iteration 15Q: 3 clusters Score -1.1494e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -11494050.000000 Penalty: 5783.355469
	Iteration 16Q: 3 clusters Score -1.149405e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -11494073.000000 Penalty: 5783.355469
	Iteration 17Q: 3 clusters Score -1.149407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -11494077.000000 Penalty: 5783.355469
	Iteration 18Q: 3 clusters Score -1.149408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -11494088.000000 Penalty: 5783.355469
	Iteration 19Q: 3 clusters Score -1.149409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 115345 members 
Entering Unmasked Estep 
Score: -11494101.000000 Penalty: 5783.355469
	Iteration 20F: 3 clusters Score -1.14941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -11494107.000000 Penalty: 5783.355469
	Iteration 21Q: 3 clusters Score -1.149411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -11494104.000000 Penalty: 5783.355469
	Iteration 22Q: 3 clusters Score -1.14941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -11494109.000000 Penalty: 5783.355469
	Iteration 23Q: 3 clusters Score -1.149411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -11494114.000000 Penalty: 5783.355469
	Iteration 24Q: 3 clusters Score -1.149411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 115364 members 
Entering Unmasked Estep 
Score: -11494119.000000 Penalty: 5783.355469
	Iteration 25Q: 3 clusters Score -1.149412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -11494122.000000 Penalty: 5783.355469
	Iteration 26Q: 3 clusters Score -1.149412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -11494113.000000 Penalty: 5783.355469
	Iteration 27Q: 3 clusters Score -1.149411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -11494113.000000 Penalty: 5783.355469
	Iteration 28F: 3 clusters Score -1.149411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -660544.312500 Penalty: 2194.572754
	Iteration 0F: 2 clusters Score -660544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -654736.625000 Penalty: 4389.145508
	Iteration 0F: 3 clusters Score -654736.6 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -656523.250000 Penalty: 4389.145508
	Iteration 1F: 3 clusters Score -656523.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -657268.437500 Penalty: 4389.145508
	Iteration 2F: 3 clusters Score -657268.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -658063.687500 Penalty: 4389.145508
	Iteration 3F: 3 clusters Score -658063.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -658656.937500 Penalty: 4389.145508
	Iteration 4F: 3 clusters Score -658656.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -659060.187500 Penalty: 4389.145508
	Iteration 5F: 3 clusters Score -659060.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -659320.312500 Penalty: 4389.145508
	Iteration 6F: 3 clusters Score -659320.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -659475.312500 Penalty: 4389.145508
	Iteration 7Q: 3 clusters Score -659475.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -659541.937500 Penalty: 4389.145508
	Iteration 8Q: 3 clusters Score -659541.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -659597.000000 Penalty: 4389.145508
	Iteration 9Q: 3 clusters Score -659597 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -659645.250000 Penalty: 4389.145508
	Iteration 10Q: 3 clusters Score -659645.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -659678.437500 Penalty: 4389.145508
	Iteration 11Q: 3 clusters Score -659678.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -659700.625000 Penalty: 4389.145508
	Iteration 12Q: 3 clusters Score -659700.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -659722.750000 Penalty: 4389.145508
	Iteration 13Q: 3 clusters Score -659722.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -659743.250000 Penalty: 4389.145508
	Iteration 14Q: 3 clusters Score -659743.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -659759.687500 Penalty: 4389.145508
	Iteration 15Q: 3 clusters Score -659759.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -659774.125000 Penalty: 4389.145508
	Iteration 16Q: 3 clusters Score -659774.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -659785.625000 Penalty: 4389.145508
	Iteration 17Q: 3 clusters Score -659785.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -659801.875000 Penalty: 4389.145508
	Iteration 18Q: 3 clusters Score -659801.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -659823.062500 Penalty: 4389.145508
	Iteration 19Q: 3 clusters Score -659823.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -659843.500000 Penalty: 4389.145508
	Iteration 20F: 3 clusters Score -659843.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -659865.375000 Penalty: 4389.145508
	Iteration 21Q: 3 clusters Score -659865.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -659886.875000 Penalty: 4389.145508
	Iteration 22Q: 3 clusters Score -659886.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -659901.687500 Penalty: 4389.145508
	Iteration 23Q: 3 clusters Score -659901.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -659917.937500 Penalty: 4389.145508
	Iteration 24Q: 3 clusters Score -659917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -659928.000000 Penalty: 4389.145508
	Iteration 25Q: 3 clusters Score -659928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -659933.812500 Penalty: 4389.145508
	Iteration 26Q: 3 clusters Score -659933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -659944.000000 Penalty: 4389.145508
	Iteration 27Q: 3 clusters Score -659944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -659955.500000 Penalty: 4389.145508
	Iteration 28Q: 3 clusters Score -659955.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -659970.687500 Penalty: 4389.145508
	Iteration 29Q: 3 clusters Score -659970.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -659986.937500 Penalty: 4389.145508
	Iteration 30Q: 3 clusters Score -659986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -659999.062500 Penalty: 4389.145508
	Iteration 31Q: 3 clusters Score -659999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -660012.312500 Penalty: 4389.145508
	Iteration 32Q: 3 clusters Score -660012.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -660021.875000 Penalty: 4389.145508
	Iteration 33Q: 3 clusters Score -660021.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -660036.125000 Penalty: 4389.145508
	Iteration 34Q: 3 clusters Score -660036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -660045.625000 Penalty: 4389.145508
	Iteration 35Q: 3 clusters Score -660045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -660056.812500 Penalty: 4389.145508
	Iteration 36Q: 3 clusters Score -660056.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -660074.125000 Penalty: 4389.145508
	Iteration 37Q: 3 clusters Score -660074.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -660088.625000 Penalty: 4389.145508
	Iteration 38Q: 3 clusters Score -660088.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -660107.437500 Penalty: 4389.145508
	Iteration 39Q: 3 clusters Score -660107.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -660126.750000 Penalty: 4389.145508
	Iteration 40F: 3 clusters Score -660126.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -660144.250000 Penalty: 4389.145508
	Iteration 41Q: 3 clusters Score -660144.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -660162.312500 Penalty: 4389.145508
	Iteration 42Q: 3 clusters Score -660162.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -660182.312500 Penalty: 4389.145508
	Iteration 43Q: 3 clusters Score -660182.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -660196.687500 Penalty: 4389.145508
	Iteration 44Q: 3 clusters Score -660196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -660202.562500 Penalty: 4389.145508
	Iteration 45Q: 3 clusters Score -660202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -660208.562500 Penalty: 4389.145508
	Iteration 46Q: 3 clusters Score -660208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -660219.625000 Penalty: 4389.145508
	Iteration 47Q: 3 clusters Score -660219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -660224.375000 Penalty: 4389.145508
	Iteration 48Q: 3 clusters Score -660224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -660228.812500 Penalty: 4389.145508
	Iteration 49Q: 3 clusters Score -660228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -660234.000000 Penalty: 4389.145508
	Iteration 50Q: 3 clusters Score -660234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -660238.687500 Penalty: 4389.145508
	Iteration 51Q: 3 clusters Score -660238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -660244.750000 Penalty: 4389.145508
	Iteration 52Q: 3 clusters Score -660244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -660248.000000 Penalty: 4389.145508
	Iteration 53Q: 3 clusters Score -660248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -660250.000000 Penalty: 4389.145508
	Iteration 54Q: 3 clusters Score -660250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -660250.250000 Penalty: 4389.145508
	Iteration 55Q: 3 clusters Score -660250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -660252.250000 Penalty: 4389.145508
	Iteration 56Q: 3 clusters Score -660252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -660256.000000 Penalty: 4389.145508
	Iteration 57Q: 3 clusters Score -660256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -660255.937500 Penalty: 4389.145508
	Iteration 58Q: 3 clusters Score -660255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -660257.312500 Penalty: 4389.145508
	Iteration 59Q: 3 clusters Score -660257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -660258.437500 Penalty: 4389.145508
	Iteration 60F: 3 clusters Score -660258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -318430.062500 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -318430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -314972.156250 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -314972.2 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -315624.781250 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -315624.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -315773.312500 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -315773.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -315874.312500 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -315874.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -315941.093750 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -315941.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -315984.937500 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -315984.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -316009.781250 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -316009.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -316023.750000 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -316023.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -316034.156250 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -316034.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -316044.375000 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -316044.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -316051.437500 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -316051.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -316061.000000 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -316061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -316070.968750 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -316071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -316082.000000 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -316082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -316090.125000 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -316090.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -316097.250000 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -316097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -316105.781250 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -316105.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -316110.156250 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -316110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -316113.843750 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -316113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -316115.687500 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -316115.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -316118.250000 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -316118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -316121.781250 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -316121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -316127.000000 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -316127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -316128.187500 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -316128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -316128.531250 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -316128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -316129.625000 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -316129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -316130.875000 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -316130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -316131.562500 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -316131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -316132.562500 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -316132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -316134.218750 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -316134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -316137.468750 Penalty: 4017.228516
	Iteration 30Q: 3 clusters Score -316137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -316139.906250 Penalty: 4017.228516
	Iteration 31Q: 3 clusters Score -316139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -316142.812500 Penalty: 4017.228516
	Iteration 32Q: 3 clusters Score -316142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -316145.468750 Penalty: 4017.228516
	Iteration 33Q: 3 clusters Score -316145.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -316148.187500 Penalty: 4017.228516
	Iteration 34Q: 3 clusters Score -316148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -316151.937500 Penalty: 4017.228516
	Iteration 35Q: 3 clusters Score -316151.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -316155.093750 Penalty: 4017.228516
	Iteration 36Q: 3 clusters Score -316155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -316158.187500 Penalty: 4017.228516
	Iteration 37Q: 3 clusters Score -316158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -316161.281250 Penalty: 4017.228516
	Iteration 38Q: 3 clusters Score -316161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -316162.937500 Penalty: 4017.228516
	Iteration 39Q: 3 clusters Score -316162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -316163.906250 Penalty: 4017.228516
	Iteration 40F: 3 clusters Score -316163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -316164.968750 Penalty: 4017.228516
	Iteration 41Q: 3 clusters Score -316165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -316165.625000 Penalty: 4017.228516
	Iteration 42Q: 3 clusters Score -316165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -316166.562500 Penalty: 4017.228516
	Iteration 43Q: 3 clusters Score -316166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -316167.593750 Penalty: 4017.228516
	Iteration 44Q: 3 clusters Score -316167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -316168.093750 Penalty: 4017.228516
	Iteration 45Q: 3 clusters Score -316168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -316168.625000 Penalty: 4017.228516
	Iteration 46Q: 3 clusters Score -316168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -316169.781250 Penalty: 4017.228516
	Iteration 47Q: 3 clusters Score -316169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -316170.031250 Penalty: 4017.228516
	Iteration 48Q: 3 clusters Score -316170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -316170.031250 Penalty: 4017.228516
	Iteration 49F: 3 clusters Score -316170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -287735.937500 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -287735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -284400.812500 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -284400.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -285088.468750 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -285088.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -285255.406250 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -285255.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -285347.125000 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -285347.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -285421.718750 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -285421.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -285471.468750 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -285471.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -285506.906250 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -285506.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -285542.000000 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -285542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -285575.250000 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -285575.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -285596.625000 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -285596.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -285620.156250 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -285620.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -285643.375000 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -285643.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -285662.625000 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -285662.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -285676.000000 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -285676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -285690.125000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -285690.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -285707.656250 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -285707.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -285732.843750 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -285732.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -285756.718750 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -285756.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -285773.375000 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -285773.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -285790.312500 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -285790.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -285803.093750 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -285803.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -285824.781250 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -285824.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -285842.500000 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -285842.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -285858.562500 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -285858.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -285870.875000 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -285870.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -285885.062500 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -285885.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -285901.718750 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -285901.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -285913.656250 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -285913.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -285926.687500 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -285926.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -285938.218750 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -285938.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -285944.875000 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -285944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -285951.718750 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -285951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -285960.125000 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -285960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -285976.500000 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -285976.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -285988.718750 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -285988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -285994.218750 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -285994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -285999.250000 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -285999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -286004.375000 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -286004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -286011.625000 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -286011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -286017.093750 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -286017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -286020.406250 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -286020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -286020.937500 Penalty: 3980.331787
	Iteration 41Q: 3 clusters Score -286020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -286021.031250 Penalty: 3980.331787
	Iteration 42Q: 3 clusters Score -286021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -286021.031250 Penalty: 3980.331787
	Iteration 43F: 3 clusters Score -286021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Entering Unmasked Estep 
Score: -1165579.500000 Penalty: 2324.095703
	Iteration 0F: 2 clusters Score -1165580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1156804.000000 Penalty: 4648.191406
	Iteration 0F: 3 clusters Score -1156804 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1159471.625000 Penalty: 4648.191406
	Iteration 1F: 3 clusters Score -1159472 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1159750.375000 Penalty: 4648.191406
	Iteration 2F: 3 clusters Score -1159750 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1159953.875000 Penalty: 4648.191406
	Iteration 3Q: 3 clusters Score -1159954 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1160110.000000 Penalty: 4648.191406
	Iteration 4Q: 3 clusters Score -1160110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1160235.000000 Penalty: 4648.191406
	Iteration 5Q: 3 clusters Score -1160235 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1160363.750000 Penalty: 4648.191406
	Iteration 6Q: 3 clusters Score -1160364 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1160530.875000 Penalty: 4648.191406
	Iteration 7Q: 3 clusters Score -1160531 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1160736.250000 Penalty: 4648.191406
	Iteration 8Q: 3 clusters Score -1160736 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1161001.375000 Penalty: 4648.191406
	Iteration 9Q: 3 clusters Score -1161001 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1161323.000000 Penalty: 4648.191406
	Iteration 10Q: 3 clusters Score -1161323 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1161690.125000 Penalty: 4648.191406
	Iteration 11F: 3 clusters Score -1161690 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1162015.375000 Penalty: 4648.191406
	Iteration 12Q: 3 clusters Score -1162015 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1162299.375000 Penalty: 4648.191406
	Iteration 13Q: 3 clusters Score -1162299 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1162533.000000 Penalty: 4648.191406
	Iteration 14Q: 3 clusters Score -1162533 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1162711.875000 Penalty: 4648.191406
	Iteration 15Q: 3 clusters Score -1162712 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1162844.500000 Penalty: 4648.191406
	Iteration 16Q: 3 clusters Score -1162844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1162934.875000 Penalty: 4648.191406
	Iteration 17Q: 3 clusters Score -1162935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1162982.625000 Penalty: 4648.191406
	Iteration 18Q: 3 clusters Score -1162983 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1163025.000000 Penalty: 4648.191406
	Iteration 19Q: 3 clusters Score -1163025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1163064.125000 Penalty: 4648.191406
	Iteration 20F: 3 clusters Score -1163064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1163093.750000 Penalty: 4648.191406
	Iteration 21Q: 3 clusters Score -1163094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1163119.625000 Penalty: 4648.191406
	Iteration 22Q: 3 clusters Score -1163120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1163145.375000 Penalty: 4648.191406
	Iteration 23Q: 3 clusters Score -1163145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1163169.125000 Penalty: 4648.191406
	Iteration 24Q: 3 clusters Score -1163169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1163194.125000 Penalty: 4648.191406
	Iteration 25Q: 3 clusters Score -1163194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1163214.250000 Penalty: 4648.191406
	Iteration 26Q: 3 clusters Score -1163214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1163231.750000 Penalty: 4648.191406
	Iteration 27Q: 3 clusters Score -1163232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1163249.375000 Penalty: 4648.191406
	Iteration 28Q: 3 clusters Score -1163249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1163267.500000 Penalty: 4648.191406
	Iteration 29Q: 3 clusters Score -1163268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1163283.500000 Penalty: 4648.191406
	Iteration 30Q: 3 clusters Score -1163284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1163300.375000 Penalty: 4648.191406
	Iteration 31Q: 3 clusters Score -1163300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1163316.125000 Penalty: 4648.191406
	Iteration 32Q: 3 clusters Score -1163316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1163334.750000 Penalty: 4648.191406
	Iteration 33Q: 3 clusters Score -1163335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1163359.250000 Penalty: 4648.191406
	Iteration 34Q: 3 clusters Score -1163359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1163377.500000 Penalty: 4648.191406
	Iteration 35Q: 3 clusters Score -1163378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1163391.875000 Penalty: 4648.191406
	Iteration 36Q: 3 clusters Score -1163392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1163405.625000 Penalty: 4648.191406
	Iteration 37Q: 3 clusters Score -1163406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1163412.625000 Penalty: 4648.191406
	Iteration 38Q: 3 clusters Score -1163413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1163416.750000 Penalty: 4648.191406
	Iteration 39Q: 3 clusters Score -1163417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1163423.125000 Penalty: 4648.191406
	Iteration 40F: 3 clusters Score -1163423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1163432.000000 Penalty: 4648.191406
	Iteration 41Q: 3 clusters Score -1163432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1163439.750000 Penalty: 4648.191406
	Iteration 42Q: 3 clusters Score -1163440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1163445.625000 Penalty: 4648.191406
	Iteration 43Q: 3 clusters Score -1163446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1163451.625000 Penalty: 4648.191406
	Iteration 44Q: 3 clusters Score -1163452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1163460.375000 Penalty: 4648.191406
	Iteration 45Q: 3 clusters Score -1163460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1163469.750000 Penalty: 4648.191406
	Iteration 46Q: 3 clusters Score -1163470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1163480.000000 Penalty: 4648.191406
	Iteration 47Q: 3 clusters Score -1163480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1163491.500000 Penalty: 4648.191406
	Iteration 48Q: 3 clusters Score -1163492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1163499.750000 Penalty: 4648.191406
	Iteration 49Q: 3 clusters Score -1163500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1163507.250000 Penalty: 4648.191406
	Iteration 50Q: 3 clusters Score -1163507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1163510.625000 Penalty: 4648.191406
	Iteration 51Q: 3 clusters Score -1163511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1163516.625000 Penalty: 4648.191406
	Iteration 52Q: 3 clusters Score -1163517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1163519.125000 Penalty: 4648.191406
	Iteration 53Q: 3 clusters Score -1163519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1163521.750000 Penalty: 4648.191406
	Iteration 54Q: 3 clusters Score -1163522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1163522.875000 Penalty: 4648.191406
	Iteration 55Q: 3 clusters Score -1163523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1163526.750000 Penalty: 4648.191406
	Iteration 56Q: 3 clusters Score -1163527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1163529.875000 Penalty: 4648.191406
	Iteration 57Q: 3 clusters Score -1163530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1163530.750000 Penalty: 4648.191406
	Iteration 58Q: 3 clusters Score -1163531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1163531.875000 Penalty: 4648.191406
	Iteration 59Q: 3 clusters Score -1163532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1163532.750000 Penalty: 4648.191406
	Iteration 60F: 3 clusters Score -1163533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1163531.250000 Penalty: 4648.191406
	Iteration 61Q: 3 clusters Score -1163531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1163535.125000 Penalty: 4648.191406
	Iteration 62Q: 3 clusters Score -1163535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1163537.250000 Penalty: 4648.191406
	Iteration 63Q: 3 clusters Score -1163537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1163540.375000 Penalty: 4648.191406
	Iteration 64Q: 3 clusters Score -1163540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1163542.625000 Penalty: 4648.191406
	Iteration 65Q: 3 clusters Score -1163543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1163544.125000 Penalty: 4648.191406
	Iteration 66Q: 3 clusters Score -1163544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1163547.000000 Penalty: 4648.191406
	Iteration 67Q: 3 clusters Score -1163547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1163546.875000 Penalty: 4648.191406
	Iteration 68Q: 3 clusters Score -1163547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1163548.250000 Penalty: 4648.191406
	Iteration 69Q: 3 clusters Score -1163548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1163547.125000 Penalty: 4648.191406
	Iteration 70Q: 3 clusters Score -1163547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1163548.375000 Penalty: 4648.191406
	Iteration 71Q: 3 clusters Score -1163548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1163549.500000 Penalty: 4648.191406
	Iteration 72Q: 3 clusters Score -1163550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1163550.000000 Penalty: 4648.191406
	Iteration 73Q: 3 clusters Score -1163550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1163549.875000 Penalty: 4648.191406
	Iteration 74Q: 3 clusters Score -1163550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1163551.875000 Penalty: 4648.191406
	Iteration 75Q: 3 clusters Score -1163552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1163556.125000 Penalty: 4648.191406
	Iteration 76Q: 3 clusters Score -1163556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1163559.000000 Penalty: 4648.191406
	Iteration 77Q: 3 clusters Score -1163559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1163562.625000 Penalty: 4648.191406
	Iteration 78Q: 3 clusters Score -1163563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1163563.500000 Penalty: 4648.191406
	Iteration 79Q: 3 clusters Score -1163564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1163567.000000 Penalty: 4648.191406
	Iteration 80F: 3 clusters Score -1163567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1163568.125000 Penalty: 4648.191406
	Iteration 81Q: 3 clusters Score -1163568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1163572.125000 Penalty: 4648.191406
	Iteration 82Q: 3 clusters Score -1163572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1163573.875000 Penalty: 4648.191406
	Iteration 83Q: 3 clusters Score -1163574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1163573.625000 Penalty: 4648.191406
	Iteration 84Q: 3 clusters Score -1163574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1163575.125000 Penalty: 4648.191406
	Iteration 85Q: 3 clusters Score -1163575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1163577.750000 Penalty: 4648.191406
	Iteration 86Q: 3 clusters Score -1163578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1163579.125000 Penalty: 4648.191406
	Iteration 87Q: 3 clusters Score -1163579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1163579.750000 Penalty: 4648.191406
	Iteration 88Q: 3 clusters Score -1163580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1163580.375000 Penalty: 4648.191406
	Iteration 89Q: 3 clusters Score -1163580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1163581.625000 Penalty: 4648.191406
	Iteration 90Q: 3 clusters Score -1163582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1163581.000000 Penalty: 4648.191406
	Iteration 91Q: 3 clusters Score -1163581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1163581.000000 Penalty: 4648.191406
	Iteration 92Q: 3 clusters Score -1163581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1163581.000000 Penalty: 4648.191406
	Iteration 93F: 3 clusters Score -1163581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Entering Unmasked Estep 
Score: -8843230.000000 Penalty: 2854.480225
	Iteration 0F: 2 clusters Score -8843230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -8776591.000000 Penalty: 5708.960449
	Iteration 0F: 3 clusters Score -8776591 nChanged 47040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8804598.000000 Penalty: 5708.960449
	Iteration 1F: 3 clusters Score -8804598 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8807033.000000 Penalty: 5708.960449
	Iteration 2F: 3 clusters Score -8807033 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -8810765.000000 Penalty: 5708.960449
	Iteration 3F: 3 clusters Score -8810765 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -8815873.000000 Penalty: 5708.960449
	Iteration 4F: 3 clusters Score -8815873 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -8822248.000000 Penalty: 5708.960449
	Iteration 5F: 3 clusters Score -8822248 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -8828509.000000 Penalty: 5708.960449
	Iteration 6F: 3 clusters Score -8828509 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -8833744.000000 Penalty: 5708.960449
	Iteration 7F: 3 clusters Score -8833744 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -8836992.000000 Penalty: 5708.960449
	Iteration 8Q: 3 clusters Score -8836992 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8838826.000000 Penalty: 5708.960449
	Iteration 9Q: 3 clusters Score -8838826 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8839859.000000 Penalty: 5708.960449
	Iteration 10Q: 3 clusters Score -8839859 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8840388.000000 Penalty: 5708.960449
	Iteration 11Q: 3 clusters Score -8840388 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8840719.000000 Penalty: 5708.960449
	Iteration 12Q: 3 clusters Score -8840719 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8840865.000000 Penalty: 5708.960449
	Iteration 13Q: 3 clusters Score -8840865 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8840974.000000 Penalty: 5708.960449
	Iteration 14Q: 3 clusters Score -8840974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8841023.000000 Penalty: 5708.960449
	Iteration 15Q: 3 clusters Score -8841023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8841086.000000 Penalty: 5708.960449
	Iteration 16Q: 3 clusters Score -8841086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8841115.000000 Penalty: 5708.960449
	Iteration 17Q: 3 clusters Score -8841115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8841129.000000 Penalty: 5708.960449
	Iteration 18Q: 3 clusters Score -8841129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8841134.000000 Penalty: 5708.960449
	Iteration 19Q: 3 clusters Score -8841134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8841139.000000 Penalty: 5708.960449
	Iteration 20F: 3 clusters Score -8841139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8841163.000000 Penalty: 5708.960449
	Iteration 21Q: 3 clusters Score -8841163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8841171.000000 Penalty: 5708.960449
	Iteration 22Q: 3 clusters Score -8841171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8841163.000000 Penalty: 5708.960449
	Iteration 23Q: 3 clusters Score -8841163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8841172.000000 Penalty: 5708.960449
	Iteration 24Q: 3 clusters Score -8841172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8841183.000000 Penalty: 5708.960449
	Iteration 25Q: 3 clusters Score -8841183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8841189.000000 Penalty: 5708.960449
	Iteration 26Q: 3 clusters Score -8841189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8841185.000000 Penalty: 5708.960449
	Iteration 27Q: 3 clusters Score -8841185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8841187.000000 Penalty: 5708.960449
	Iteration 28Q: 3 clusters Score -8841187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8841185.000000 Penalty: 5708.960449
	Iteration 29Q: 3 clusters Score -8841185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8841185.000000 Penalty: 5708.960449
	Iteration 30Q: 3 clusters Score -8841185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8841191.000000 Penalty: 5708.960449
	Iteration 31Q: 3 clusters Score -8841191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8841196.000000 Penalty: 5708.960449
	Iteration 32Q: 3 clusters Score -8841196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8841184.000000 Penalty: 5708.960449
	Iteration 33Q: 3 clusters Score -8841184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8841189.000000 Penalty: 5708.960449
	Iteration 34Q: 3 clusters Score -8841189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8841198.000000 Penalty: 5708.960449
	Iteration 35Q: 3 clusters Score -8841198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8841194.000000 Penalty: 5708.960449
	Iteration 36Q: 3 clusters Score -8841194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98556 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8841194.000000 Penalty: 5708.960449
	Iteration 37Q: 3 clusters Score -8841194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8841190.000000 Penalty: 5708.960449
	Iteration 38Q: 3 clusters Score -8841190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8841192.000000 Penalty: 5708.960449
	Iteration 39Q: 3 clusters Score -8841192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8841197.000000 Penalty: 5708.960449
	Iteration 40F: 3 clusters Score -8841197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8841192.000000 Penalty: 5708.960449
	Iteration 41Q: 3 clusters Score -8841192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8841209.000000 Penalty: 5708.960449
	Iteration 42Q: 3 clusters Score -8841209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98575 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8841204.000000 Penalty: 5708.960449
	Iteration 43Q: 3 clusters Score -8841204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8841210.000000 Penalty: 5708.960449
	Iteration 44Q: 3 clusters Score -8841210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8841205.000000 Penalty: 5708.960449
	Iteration 45Q: 3 clusters Score -8841205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8841206.000000 Penalty: 5708.960449
	Iteration 46Q: 3 clusters Score -8841206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8841206.000000 Penalty: 5708.960449
	Iteration 47F: 3 clusters Score -8841206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1294685.125000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1294685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1285154.500000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1285154 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1288055.000000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1288055 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1288427.125000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1288427 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1288745.625000 Penalty: 4693.322266
	Iteration 3F: 3 clusters Score -1288746 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1289024.000000 Penalty: 4693.322266
	Iteration 4Q: 3 clusters Score -1289024 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1289302.250000 Penalty: 4693.322266
	Iteration 5Q: 3 clusters Score -1289302 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1289630.000000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1289630 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1289994.875000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1289995 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1290420.000000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1290420 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1290916.125000 Penalty: 4693.322266
	Iteration 9F: 3 clusters Score -1290916 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1291386.750000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1291387 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1291758.375000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1291758 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1292024.500000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1292024 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1292219.375000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1292219 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1292351.375000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1292351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1292451.500000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1292452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1292499.125000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1292499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1292530.750000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1292531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1292565.375000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1292565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1292588.875000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1292589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1292603.750000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1292604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1292612.750000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1292613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1292621.625000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1292622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1292628.500000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1292628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1292629.875000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1292630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1292633.625000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1292634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1292636.750000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1292637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1292641.500000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1292642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1292642.625000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1292643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1292645.000000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1292645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1292646.375000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1292646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1292648.875000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1292649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1292653.500000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1292654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1292656.250000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1292656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1292659.875000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1292660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1292658.500000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1292658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1292660.375000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1292660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1292663.750000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1292664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1292664.500000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1292664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1292664.625000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1292665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1292666.250000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1292666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1292668.875000 Penalty: 4693.322266
	Iteration 41Q: 3 clusters Score -1292669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1292668.875000 Penalty: 4693.322266
	Iteration 42F: 3 clusters Score -1292669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -224874.921875 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -224874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -221951.734375 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -221951.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -222532.812500 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -222532.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -222736.593750 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -222736.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -222871.453125 Penalty: 3879.733887
	Iteration 3F: 3 clusters Score -222871.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -222959.234375 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -222959.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -223044.062500 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -223044.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -223119.796875 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -223119.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -223195.828125 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -223195.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223289.156250 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -223289.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -223354.093750 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -223354.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -223406.328125 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -223406.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -223449.937500 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -223449.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -223497.234375 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -223497.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -223536.203125 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -223536.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -223565.187500 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -223565.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -223599.937500 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -223599.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -223631.765625 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -223631.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -223658.578125 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -223658.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -223681.171875 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -223681.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223708.093750 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -223708.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -223746.609375 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -223746.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223794.328125 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -223794.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223856.218750 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -223856.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -223902.375000 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -223902.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -223942.968750 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -223943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223990.562500 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -223990.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224035.734375 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -224035.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -224079.078125 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -224079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224107.890625 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -224107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224140.515625 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -224140.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224170.531250 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -224170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -224196.578125 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -224196.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224212.546875 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -224212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -224219.906250 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -224219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -224225.125000 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -224225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -224226.078125 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -224226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -224227.890625 Penalty: 3879.733887
	Iteration 36F: 3 clusters Score -224227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -224232.875000 Penalty: 3879.733887
	Iteration 37Q: 3 clusters Score -224232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224238.625000 Penalty: 3879.733887
	Iteration 38Q: 3 clusters Score -224238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -224246.406250 Penalty: 3879.733887
	Iteration 39Q: 3 clusters Score -224246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -224249.500000 Penalty: 3879.733887
	Iteration 40F: 3 clusters Score -224249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -201923.468750 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -201923.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -199167.171875 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -199167.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -199735.796875 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -199735.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -200027.906250 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -200027.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -200302.937500 Penalty: 3819.795166
	Iteration 3F: 3 clusters Score -200302.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200519.468750 Penalty: 3819.795166
	Iteration 4F: 3 clusters Score -200519.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -200693.062500 Penalty: 3819.795166
	Iteration 5F: 3 clusters Score -200693.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -200839.437500 Penalty: 3819.795166
	Iteration 6F: 3 clusters Score -200839.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -200927.125000 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -200927.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -200973.296875 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -200973.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -201011.921875 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -201011.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -201030.984375 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -201031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -201048.578125 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -201048.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -201065.078125 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -201065.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -201076.109375 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -201076.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -201084.578125 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -201084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -201090.046875 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -201090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201098.640625 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -201098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -201102.281250 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -201102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -201103.406250 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -201103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -201104.187500 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -201104.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -201104.187500 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -201104.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -367024.125000 Penalty: 2045.310547
	Iteration 0F: 2 clusters Score -367024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -363230.125000 Penalty: 4090.621094
	Iteration 0F: 3 clusters Score -363230.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -364082.937500 Penalty: 4090.621094
	Iteration 1F: 3 clusters Score -364082.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364262.250000 Penalty: 4090.621094
	Iteration 2F: 3 clusters Score -364262.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -364368.031250 Penalty: 4090.621094
	Iteration 3Q: 3 clusters Score -364368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -364426.750000 Penalty: 4090.621094
	Iteration 4Q: 3 clusters Score -364426.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -364472.906250 Penalty: 4090.621094
	Iteration 5Q: 3 clusters Score -364472.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364503.937500 Penalty: 4090.621094
	Iteration 6Q: 3 clusters Score -364503.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -364529.375000 Penalty: 4090.621094
	Iteration 7Q: 3 clusters Score -364529.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -364552.687500 Penalty: 4090.621094
	Iteration 8Q: 3 clusters Score -364552.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -364581.000000 Penalty: 4090.621094
	Iteration 9Q: 3 clusters Score -364581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -364608.656250 Penalty: 4090.621094
	Iteration 10Q: 3 clusters Score -364608.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -364647.093750 Penalty: 4090.621094
	Iteration 11Q: 3 clusters Score -364647.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -364687.406250 Penalty: 4090.621094
	Iteration 12Q: 3 clusters Score -364687.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -364727.625000 Penalty: 4090.621094
	Iteration 13Q: 3 clusters Score -364727.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -364770.406250 Penalty: 4090.621094
	Iteration 14Q: 3 clusters Score -364770.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -364805.500000 Penalty: 4090.621094
	Iteration 15Q: 3 clusters Score -364805.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -364841.531250 Penalty: 4090.621094
	Iteration 16Q: 3 clusters Score -364841.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -364877.437500 Penalty: 4090.621094
	Iteration 17Q: 3 clusters Score -364877.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -364915.250000 Penalty: 4090.621094
	Iteration 18Q: 3 clusters Score -364915.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -364954.500000 Penalty: 4090.621094
	Iteration 19Q: 3 clusters Score -364954.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -364991.125000 Penalty: 4090.621094
	Iteration 20F: 3 clusters Score -364991.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -365025.687500 Penalty: 4090.621094
	Iteration 21Q: 3 clusters Score -365025.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -365060.562500 Penalty: 4090.621094
	Iteration 22Q: 3 clusters Score -365060.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -365092.750000 Penalty: 4090.621094
	Iteration 23Q: 3 clusters Score -365092.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -365110.906250 Penalty: 4090.621094
	Iteration 24Q: 3 clusters Score -365110.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -365124.437500 Penalty: 4090.621094
	Iteration 25Q: 3 clusters Score -365124.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -365142.437500 Penalty: 4090.621094
	Iteration 26Q: 3 clusters Score -365142.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -365164.625000 Penalty: 4090.621094
	Iteration 27Q: 3 clusters Score -365164.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -365179.250000 Penalty: 4090.621094
	Iteration 28Q: 3 clusters Score -365179.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -365195.156250 Penalty: 4090.621094
	Iteration 29Q: 3 clusters Score -365195.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -365209.500000 Penalty: 4090.621094
	Iteration 30Q: 3 clusters Score -365209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -365222.250000 Penalty: 4090.621094
	Iteration 31Q: 3 clusters Score -365222.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -365235.937500 Penalty: 4090.621094
	Iteration 32Q: 3 clusters Score -365235.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -365251.093750 Penalty: 4090.621094
	Iteration 33Q: 3 clusters Score -365251.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -365263.906250 Penalty: 4090.621094
	Iteration 34Q: 3 clusters Score -365263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -365273.281250 Penalty: 4090.621094
	Iteration 35Q: 3 clusters Score -365273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -365282.375000 Penalty: 4090.621094
	Iteration 36Q: 3 clusters Score -365282.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -365292.250000 Penalty: 4090.621094
	Iteration 37Q: 3 clusters Score -365292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -365297.000000 Penalty: 4090.621094
	Iteration 38Q: 3 clusters Score -365297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -365299.593750 Penalty: 4090.621094
	Iteration 39Q: 3 clusters Score -365299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -365301.062500 Penalty: 4090.621094
	Iteration 40F: 3 clusters Score -365301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -365301.500000 Penalty: 4090.621094
	Iteration 41Q: 3 clusters Score -365301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -365302.656250 Penalty: 4090.621094
	Iteration 42Q: 3 clusters Score -365302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -365302.656250 Penalty: 4090.621094
	Iteration 43F: 3 clusters Score -365302.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -254673.062500 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -254673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -251458.812500 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -251458.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -252258.812500 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -252258.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252639.109375 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -252639.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -252914.140625 Penalty: 3956.220947
	Iteration 3F: 3 clusters Score -252914.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -253135.906250 Penalty: 3956.220947
	Iteration 4F: 3 clusters Score -253135.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -253374.828125 Penalty: 3956.220947
	Iteration 5F: 3 clusters Score -253374.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -253538.093750 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -253538.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -253632.796875 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -253632.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -253681.000000 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -253681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -253722.890625 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -253722.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -253752.125000 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -253752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -253765.828125 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -253765.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -253778.421875 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -253778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -253784.687500 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -253784.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -253794.546875 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -253794.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -253801.250000 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -253801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -253804.312500 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -253804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -253806.875000 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -253806.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -253808.875000 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -253808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -253809.578125 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -253809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -253810.750000 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -253810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -253812.640625 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -253812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -253813.812500 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -253813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -253814.562500 Penalty: 3956.220947
	Iteration 23Q: 3 clusters Score -253814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -253816.250000 Penalty: 3956.220947
	Iteration 24Q: 3 clusters Score -253816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -253818.000000 Penalty: 3956.220947
	Iteration 25Q: 3 clusters Score -253818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -253820.234375 Penalty: 3956.220947
	Iteration 26Q: 3 clusters Score -253820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -253822.468750 Penalty: 3956.220947
	Iteration 27Q: 3 clusters Score -253822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -253822.750000 Penalty: 3956.220947
	Iteration 28Q: 3 clusters Score -253822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -253823.046875 Penalty: 3956.220947
	Iteration 29Q: 3 clusters Score -253823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -253823.046875 Penalty: 3956.220947
	Iteration 30F: 3 clusters Score -253823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -518375.875000 Penalty: 2126.199219
	Iteration 0F: 2 clusters Score -518375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -513686.406250 Penalty: 4252.398438
	Iteration 0F: 3 clusters Score -513686.4 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -514774.187500 Penalty: 4252.398438
	Iteration 1F: 3 clusters Score -514774.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -515008.375000 Penalty: 4252.398438
	Iteration 2F: 3 clusters Score -515008.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -515156.218750 Penalty: 4252.398438
	Iteration 3F: 3 clusters Score -515156.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -515253.593750 Penalty: 4252.398438
	Iteration 4Q: 3 clusters Score -515253.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -515320.687500 Penalty: 4252.398438
	Iteration 5Q: 3 clusters Score -515320.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -515381.718750 Penalty: 4252.398438
	Iteration 6Q: 3 clusters Score -515381.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -515428.312500 Penalty: 4252.398438
	Iteration 7Q: 3 clusters Score -515428.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -515472.281250 Penalty: 4252.398438
	Iteration 8Q: 3 clusters Score -515472.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -515503.906250 Penalty: 4252.398438
	Iteration 9Q: 3 clusters Score -515503.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -515529.781250 Penalty: 4252.398438
	Iteration 10Q: 3 clusters Score -515529.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -515552.500000 Penalty: 4252.398438
	Iteration 11Q: 3 clusters Score -515552.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -515573.031250 Penalty: 4252.398438
	Iteration 12Q: 3 clusters Score -515573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -515591.375000 Penalty: 4252.398438
	Iteration 13Q: 3 clusters Score -515591.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -515608.187500 Penalty: 4252.398438
	Iteration 14Q: 3 clusters Score -515608.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -515624.562500 Penalty: 4252.398438
	Iteration 15Q: 3 clusters Score -515624.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -515647.750000 Penalty: 4252.398438
	Iteration 16Q: 3 clusters Score -515647.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -515671.343750 Penalty: 4252.398438
	Iteration 17Q: 3 clusters Score -515671.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -515693.343750 Penalty: 4252.398438
	Iteration 18Q: 3 clusters Score -515693.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -515713.000000 Penalty: 4252.398438
	Iteration 19Q: 3 clusters Score -515713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -515730.093750 Penalty: 4252.398438
	Iteration 20F: 3 clusters Score -515730.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -515753.718750 Penalty: 4252.398438
	Iteration 21Q: 3 clusters Score -515753.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -515779.031250 Penalty: 4252.398438
	Iteration 22Q: 3 clusters Score -515779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -515808.937500 Penalty: 4252.398438
	Iteration 23Q: 3 clusters Score -515808.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -515838.812500 Penalty: 4252.398438
	Iteration 24Q: 3 clusters Score -515838.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -515870.000000 Penalty: 4252.398438
	Iteration 25Q: 3 clusters Score -515870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -515907.468750 Penalty: 4252.398438
	Iteration 26Q: 3 clusters Score -515907.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -515948.750000 Penalty: 4252.398438
	Iteration 27Q: 3 clusters Score -515948.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -516007.343750 Penalty: 4252.398438
	Iteration 28Q: 3 clusters Score -516007.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -516084.968750 Penalty: 4252.398438
	Iteration 29Q: 3 clusters Score -516085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -516208.250000 Penalty: 4252.398438
	Iteration 30Q: 3 clusters Score -516208.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -516383.031250 Penalty: 4252.398438
	Iteration 31Q: 3 clusters Score -516383 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -516619.218750 Penalty: 4252.398438
	Iteration 32Q: 3 clusters Score -516619.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -516858.125000 Penalty: 4252.398438
	Iteration 33Q: 3 clusters Score -516858.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -517024.531250 Penalty: 4252.398438
	Iteration 34Q: 3 clusters Score -517024.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -517138.062500 Penalty: 4252.398438
	Iteration 35Q: 3 clusters Score -517138.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -517223.000000 Penalty: 4252.398438
	Iteration 36Q: 3 clusters Score -517223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -517286.343750 Penalty: 4252.398438
	Iteration 37Q: 3 clusters Score -517286.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -517318.968750 Penalty: 4252.398438
	Iteration 38Q: 3 clusters Score -517319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -517338.875000 Penalty: 4252.398438
	Iteration 39Q: 3 clusters Score -517338.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -517348.843750 Penalty: 4252.398438
	Iteration 40F: 3 clusters Score -517348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -517352.468750 Penalty: 4252.398438
	Iteration 41Q: 3 clusters Score -517352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -517355.750000 Penalty: 4252.398438
	Iteration 42Q: 3 clusters Score -517355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -517356.875000 Penalty: 4252.398438
	Iteration 43Q: 3 clusters Score -517356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -517361.093750 Penalty: 4252.398438
	Iteration 44Q: 3 clusters Score -517361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -517363.718750 Penalty: 4252.398438
	Iteration 45Q: 3 clusters Score -517363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -517366.500000 Penalty: 4252.398438
	Iteration 46Q: 3 clusters Score -517366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -517366.218750 Penalty: 4252.398438
	Iteration 47Q: 3 clusters Score -517366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -517368.343750 Penalty: 4252.398438
	Iteration 48Q: 3 clusters Score -517368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -517370.093750 Penalty: 4252.398438
	Iteration 49Q: 3 clusters Score -517370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -517372.812500 Penalty: 4252.398438
	Iteration 50Q: 3 clusters Score -517372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -517371.812500 Penalty: 4252.398438
	Iteration 51Q: 3 clusters Score -517371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -517371.812500 Penalty: 4252.398438
	Iteration 52F: 3 clusters Score -517371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1092561.000000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1092561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1084372.500000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1084372 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1086808.000000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1086808 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1087147.375000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1087147 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1087406.125000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1087406 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1087613.625000 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1087614 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1087800.750000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1087801 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1087962.375000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1087962 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1088132.375000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1088132 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1088313.500000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1088314 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1088499.875000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1088500 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1088707.250000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1088707 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1088944.875000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1088945 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1089160.625000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1089161 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1089390.500000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1089390 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1089596.500000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1089596 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1089777.500000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1089778 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1089937.000000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1089937 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1090063.125000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1090063 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1090167.750000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1090168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1090236.875000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1090237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1090292.250000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1090292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1090339.375000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1090339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1090375.000000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1090375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1090396.500000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1090396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1090412.375000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1090412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1090424.875000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1090425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1090439.125000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1090439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1090452.375000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1090452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1090464.250000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1090464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1090471.125000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1090471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1090476.000000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1090476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1090477.875000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1090478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1090482.500000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1090482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1090483.000000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1090483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1090485.875000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1090486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1090485.500000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1090486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1090485.500000 Penalty: 4607.052246
	Iteration 36F: 3 clusters Score -1090486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Entering Unmasked Estep 
Score: -8262458.000000 Penalty: 2814.047607
	Iteration 0F: 2 clusters Score -8262458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8205724.500000 Penalty: 5628.095215
	Iteration 0F: 3 clusters Score -8205724 nChanged 40026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8228398.000000 Penalty: 5628.095215
	Iteration 1F: 3 clusters Score -8228398 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -8229009.500000 Penalty: 5628.095215
	Iteration 2Q: 3 clusters Score -8229010 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8229651.000000 Penalty: 5628.095215
	Iteration 3Q: 3 clusters Score -8229651 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8230364.500000 Penalty: 5628.095215
	Iteration 4Q: 3 clusters Score -8230364 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8231139.000000 Penalty: 5628.095215
	Iteration 5Q: 3 clusters Score -8231139 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -8232003.000000 Penalty: 5628.095215
	Iteration 6Q: 3 clusters Score -8232003 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -8233312.500000 Penalty: 5628.095215
	Iteration 7Q: 3 clusters Score -8233312 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -8234996.000000 Penalty: 5628.095215
	Iteration 8Q: 3 clusters Score -8234996 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -8237492.500000 Penalty: 5628.095215
	Iteration 9F: 3 clusters Score -8237492 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8240884.000000 Penalty: 5628.095215
	Iteration 10F: 3 clusters Score -8240884 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -8245370.000000 Penalty: 5628.095215
	Iteration 11F: 3 clusters Score -8245370 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -8250251.000000 Penalty: 5628.095215
	Iteration 12F: 3 clusters Score -8250251 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -8254534.500000 Penalty: 5628.095215
	Iteration 13F: 3 clusters Score -8254534 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -8257426.500000 Penalty: 5628.095215
	Iteration 14Q: 3 clusters Score -8257426 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -8258860.500000 Penalty: 5628.095215
	Iteration 15Q: 3 clusters Score -8258860 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -8259435.000000 Penalty: 5628.095215
	Iteration 16Q: 3 clusters Score -8259435 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -8259720.500000 Penalty: 5628.095215
	Iteration 17Q: 3 clusters Score -8259720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -8259802.500000 Penalty: 5628.095215
	Iteration 18Q: 3 clusters Score -8259802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -8259853.500000 Penalty: 5628.095215
	Iteration 19Q: 3 clusters Score -8259854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -8259880.500000 Penalty: 5628.095215
	Iteration 20F: 3 clusters Score -8259880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -8259899.000000 Penalty: 5628.095215
	Iteration 21Q: 3 clusters Score -8259899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -8259913.500000 Penalty: 5628.095215
	Iteration 22Q: 3 clusters Score -8259914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -8259920.000000 Penalty: 5628.095215
	Iteration 23Q: 3 clusters Score -8259920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -8259937.000000 Penalty: 5628.095215
	Iteration 24Q: 3 clusters Score -8259937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -8259936.500000 Penalty: 5628.095215
	Iteration 25Q: 3 clusters Score -8259936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -8259936.500000 Penalty: 5628.095215
	Iteration 26F: 3 clusters Score -8259936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -288230.125000 Penalty: 1988.210327
	Iteration 0F: 2 clusters Score -288230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -284939.187500 Penalty: 3976.420654
	Iteration 0F: 3 clusters Score -284939.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -285652.625000 Penalty: 3976.420654
	Iteration 1F: 3 clusters Score -285652.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -285815.968750 Penalty: 3976.420654
	Iteration 2F: 3 clusters Score -285816 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -285903.625000 Penalty: 3976.420654
	Iteration 3Q: 3 clusters Score -285903.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -285953.187500 Penalty: 3976.420654
	Iteration 4Q: 3 clusters Score -285953.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -285986.781250 Penalty: 3976.420654
	Iteration 5Q: 3 clusters Score -285986.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286013.156250 Penalty: 3976.420654
	Iteration 6Q: 3 clusters Score -286013.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -286034.781250 Penalty: 3976.420654
	Iteration 7Q: 3 clusters Score -286034.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -286054.781250 Penalty: 3976.420654
	Iteration 8Q: 3 clusters Score -286054.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286069.937500 Penalty: 3976.420654
	Iteration 9Q: 3 clusters Score -286069.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -286082.250000 Penalty: 3976.420654
	Iteration 10Q: 3 clusters Score -286082.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -286088.343750 Penalty: 3976.420654
	Iteration 11Q: 3 clusters Score -286088.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -286097.000000 Penalty: 3976.420654
	Iteration 12Q: 3 clusters Score -286097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -286105.500000 Penalty: 3976.420654
	Iteration 13Q: 3 clusters Score -286105.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -286115.187500 Penalty: 3976.420654
	Iteration 14Q: 3 clusters Score -286115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -286129.031250 Penalty: 3976.420654
	Iteration 15Q: 3 clusters Score -286129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -286139.437500 Penalty: 3976.420654
	Iteration 16Q: 3 clusters Score -286139.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -286151.000000 Penalty: 3976.420654
	Iteration 17Q: 3 clusters Score -286151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -286157.812500 Penalty: 3976.420654
	Iteration 18Q: 3 clusters Score -286157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -286163.468750 Penalty: 3976.420654
	Iteration 19Q: 3 clusters Score -286163.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -286170.968750 Penalty: 3976.420654
	Iteration 20F: 3 clusters Score -286171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -286175.687500 Penalty: 3976.420654
	Iteration 21Q: 3 clusters Score -286175.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -286181.000000 Penalty: 3976.420654
	Iteration 22Q: 3 clusters Score -286181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286185.718750 Penalty: 3976.420654
	Iteration 23Q: 3 clusters Score -286185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -286191.406250 Penalty: 3976.420654
	Iteration 24Q: 3 clusters Score -286191.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -286196.687500 Penalty: 3976.420654
	Iteration 25Q: 3 clusters Score -286196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286203.468750 Penalty: 3976.420654
	Iteration 26Q: 3 clusters Score -286203.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -286212.000000 Penalty: 3976.420654
	Iteration 27Q: 3 clusters Score -286212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -286220.218750 Penalty: 3976.420654
	Iteration 28Q: 3 clusters Score -286220.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -286226.750000 Penalty: 3976.420654
	Iteration 29Q: 3 clusters Score -286226.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286234.125000 Penalty: 3976.420654
	Iteration 30Q: 3 clusters Score -286234.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -286239.906250 Penalty: 3976.420654
	Iteration 31Q: 3 clusters Score -286239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286245.343750 Penalty: 3976.420654
	Iteration 32Q: 3 clusters Score -286245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -286247.375000 Penalty: 3976.420654
	Iteration 33Q: 3 clusters Score -286247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286250.000000 Penalty: 3976.420654
	Iteration 34Q: 3 clusters Score -286250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -286252.250000 Penalty: 3976.420654
	Iteration 35Q: 3 clusters Score -286252.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -286256.375000 Penalty: 3976.420654
	Iteration 36Q: 3 clusters Score -286256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286259.375000 Penalty: 3976.420654
	Iteration 37Q: 3 clusters Score -286259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286263.031250 Penalty: 3976.420654
	Iteration 38Q: 3 clusters Score -286263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286267.687500 Penalty: 3976.420654
	Iteration 39Q: 3 clusters Score -286267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286269.812500 Penalty: 3976.420654
	Iteration 40F: 3 clusters Score -286269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -286273.843750 Penalty: 3976.420654
	Iteration 41Q: 3 clusters Score -286273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286274.906250 Penalty: 3976.420654
	Iteration 42Q: 3 clusters Score -286274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -286276.718750 Penalty: 3976.420654
	Iteration 43Q: 3 clusters Score -286276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -286278.625000 Penalty: 3976.420654
	Iteration 44Q: 3 clusters Score -286278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -286279.625000 Penalty: 3976.420654
	Iteration 45Q: 3 clusters Score -286279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -286281.562500 Penalty: 3976.420654
	Iteration 46Q: 3 clusters Score -286281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -286281.843750 Penalty: 3976.420654
	Iteration 47Q: 3 clusters Score -286281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -286281.843750 Penalty: 3976.420654
	Iteration 48F: 3 clusters Score -286281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -103930.281250 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -103930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101904.132812 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -101904.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102202.367188 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -102202.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -102306.828125 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -102306.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102364.171875 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -102364.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -102404.992188 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -102405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -102429.976562 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -102430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102442.898438 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -102442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102456.156250 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -102456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -102467.500000 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -102467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102480.617188 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -102480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -102485.250000 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -102485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -102486.398438 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -102486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -102486.398438 Penalty: 3485.107666
	Iteration 12F: 3 clusters Score -102486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -388770.281250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -388770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -384850.062500 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -384850.1 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -385684.000000 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -385684 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -385896.375000 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -385896.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -386018.468750 Penalty: 4122.453613
	Iteration 3Q: 3 clusters Score -386018.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -386111.750000 Penalty: 4122.453613
	Iteration 4Q: 3 clusters Score -386111.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -386188.843750 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -386188.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -386256.656250 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -386256.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -386310.968750 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -386311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -386377.281250 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -386377.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -386428.906250 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -386428.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -386463.875000 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -386463.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -386493.062500 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -386493.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -386516.906250 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -386516.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -386541.375000 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -386541.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -386567.500000 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -386567.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -386591.250000 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -386591.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -386614.843750 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -386614.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -386637.687500 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -386637.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -386663.531250 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -386663.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -386678.625000 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -386678.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -386699.218750 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -386699.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -386720.125000 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -386720.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -386741.750000 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -386741.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386755.375000 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -386755.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -386775.937500 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -386775.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -386796.531250 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -386796.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -386813.812500 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -386813.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -386829.156250 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -386829.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -386843.343750 Penalty: 4122.453613
	Iteration 28Q: 3 clusters Score -386843.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -386864.125000 Penalty: 4122.453613
	Iteration 29Q: 3 clusters Score -386864.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -386889.625000 Penalty: 4122.453613
	Iteration 30Q: 3 clusters Score -386889.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -386921.593750 Penalty: 4122.453613
	Iteration 31Q: 3 clusters Score -386921.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -386951.156250 Penalty: 4122.453613
	Iteration 32Q: 3 clusters Score -386951.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -386974.468750 Penalty: 4122.453613
	Iteration 33Q: 3 clusters Score -386974.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -386987.750000 Penalty: 4122.453613
	Iteration 34Q: 3 clusters Score -386987.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -387002.593750 Penalty: 4122.453613
	Iteration 35Q: 3 clusters Score -387002.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -387017.187500 Penalty: 4122.453613
	Iteration 36Q: 3 clusters Score -387017.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -387032.781250 Penalty: 4122.453613
	Iteration 37Q: 3 clusters Score -387032.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -387048.687500 Penalty: 4122.453613
	Iteration 38Q: 3 clusters Score -387048.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -387064.750000 Penalty: 4122.453613
	Iteration 39Q: 3 clusters Score -387064.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -387079.437500 Penalty: 4122.453613
	Iteration 40F: 3 clusters Score -387079.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -387096.687500 Penalty: 4122.453613
	Iteration 41Q: 3 clusters Score -387096.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -387109.625000 Penalty: 4122.453613
	Iteration 42Q: 3 clusters Score -387109.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -387119.750000 Penalty: 4122.453613
	Iteration 43Q: 3 clusters Score -387119.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -387127.781250 Penalty: 4122.453613
	Iteration 44Q: 3 clusters Score -387127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -387137.718750 Penalty: 4122.453613
	Iteration 45Q: 3 clusters Score -387137.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -387145.687500 Penalty: 4122.453613
	Iteration 46Q: 3 clusters Score -387145.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -387154.656250 Penalty: 4122.453613
	Iteration 47Q: 3 clusters Score -387154.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -387168.343750 Penalty: 4122.453613
	Iteration 48Q: 3 clusters Score -387168.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -387177.906250 Penalty: 4122.453613
	Iteration 49Q: 3 clusters Score -387177.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -387204.468750 Penalty: 4122.453613
	Iteration 50Q: 3 clusters Score -387204.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -387229.156250 Penalty: 4122.453613
	Iteration 51Q: 3 clusters Score -387229.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -387240.593750 Penalty: 4122.453613
	Iteration 52Q: 3 clusters Score -387240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -387249.968750 Penalty: 4122.453613
	Iteration 53Q: 3 clusters Score -387250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -387256.718750 Penalty: 4122.453613
	Iteration 54Q: 3 clusters Score -387256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -387262.906250 Penalty: 4122.453613
	Iteration 55Q: 3 clusters Score -387262.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -387268.968750 Penalty: 4122.453613
	Iteration 56Q: 3 clusters Score -387269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -387276.937500 Penalty: 4122.453613
	Iteration 57Q: 3 clusters Score -387276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -387281.500000 Penalty: 4122.453613
	Iteration 58Q: 3 clusters Score -387281.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -387286.125000 Penalty: 4122.453613
	Iteration 59Q: 3 clusters Score -387286.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -387289.875000 Penalty: 4122.453613
	Iteration 60F: 3 clusters Score -387289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -387292.718750 Penalty: 4122.453613
	Iteration 61Q: 3 clusters Score -387292.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -387295.250000 Penalty: 4122.453613
	Iteration 62Q: 3 clusters Score -387295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -387298.718750 Penalty: 4122.453613
	Iteration 63Q: 3 clusters Score -387298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -387301.531250 Penalty: 4122.453613
	Iteration 64Q: 3 clusters Score -387301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -387302.375000 Penalty: 4122.453613
	Iteration 65Q: 3 clusters Score -387302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -387302.906250 Penalty: 4122.453613
	Iteration 66Q: 3 clusters Score -387302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -387302.906250 Penalty: 4122.453613
	Iteration 67F: 3 clusters Score -387302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -512198.750000 Penalty: 2167.682861
	Iteration 0F: 2 clusters Score -512198.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -506864.562500 Penalty: 4335.365723
	Iteration 0F: 3 clusters Score -506864.6 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -508263.437500 Penalty: 4335.365723
	Iteration 1F: 3 clusters Score -508263.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -508566.343750 Penalty: 4335.365723
	Iteration 2F: 3 clusters Score -508566.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -508793.156250 Penalty: 4335.365723
	Iteration 3F: 3 clusters Score -508793.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -508988.781250 Penalty: 4335.365723
	Iteration 4Q: 3 clusters Score -508988.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -509152.750000 Penalty: 4335.365723
	Iteration 5Q: 3 clusters Score -509152.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -509293.781250 Penalty: 4335.365723
	Iteration 6Q: 3 clusters Score -509293.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -509445.531250 Penalty: 4335.365723
	Iteration 7Q: 3 clusters Score -509445.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -509578.312500 Penalty: 4335.365723
	Iteration 8Q: 3 clusters Score -509578.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -509692.250000 Penalty: 4335.365723
	Iteration 9Q: 3 clusters Score -509692.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -509797.281250 Penalty: 4335.365723
	Iteration 10Q: 3 clusters Score -509797.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -509889.750000 Penalty: 4335.365723
	Iteration 11Q: 3 clusters Score -509889.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -509975.437500 Penalty: 4335.365723
	Iteration 12Q: 3 clusters Score -509975.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -510053.031250 Penalty: 4335.365723
	Iteration 13Q: 3 clusters Score -510053 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -510113.875000 Penalty: 4335.365723
	Iteration 14Q: 3 clusters Score -510113.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -510176.937500 Penalty: 4335.365723
	Iteration 15Q: 3 clusters Score -510176.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -510232.343750 Penalty: 4335.365723
	Iteration 16Q: 3 clusters Score -510232.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -510290.312500 Penalty: 4335.365723
	Iteration 17Q: 3 clusters Score -510290.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -510342.031250 Penalty: 4335.365723
	Iteration 18Q: 3 clusters Score -510342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -510381.187500 Penalty: 4335.365723
	Iteration 19Q: 3 clusters Score -510381.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -510412.343750 Penalty: 4335.365723
	Iteration 20F: 3 clusters Score -510412.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -510440.531250 Penalty: 4335.365723
	Iteration 21Q: 3 clusters Score -510440.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -510461.906250 Penalty: 4335.365723
	Iteration 22Q: 3 clusters Score -510461.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -510484.093750 Penalty: 4335.365723
	Iteration 23Q: 3 clusters Score -510484.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -510505.625000 Penalty: 4335.365723
	Iteration 24Q: 3 clusters Score -510505.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -510516.531250 Penalty: 4335.365723
	Iteration 25Q: 3 clusters Score -510516.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -510525.812500 Penalty: 4335.365723
	Iteration 26Q: 3 clusters Score -510525.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -510532.812500 Penalty: 4335.365723
	Iteration 27Q: 3 clusters Score -510532.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -510538.468750 Penalty: 4335.365723
	Iteration 28Q: 3 clusters Score -510538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -510545.593750 Penalty: 4335.365723
	Iteration 29Q: 3 clusters Score -510545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -510552.906250 Penalty: 4335.365723
	Iteration 30Q: 3 clusters Score -510552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -510556.312500 Penalty: 4335.365723
	Iteration 31Q: 3 clusters Score -510556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -510558.625000 Penalty: 4335.365723
	Iteration 32Q: 3 clusters Score -510558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -510560.718750 Penalty: 4335.365723
	Iteration 33Q: 3 clusters Score -510560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -510562.937500 Penalty: 4335.365723
	Iteration 34Q: 3 clusters Score -510562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -510565.156250 Penalty: 4335.365723
	Iteration 35Q: 3 clusters Score -510565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -510567.156250 Penalty: 4335.365723
	Iteration 36Q: 3 clusters Score -510567.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -510570.093750 Penalty: 4335.365723
	Iteration 37Q: 3 clusters Score -510570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -510574.687500 Penalty: 4335.365723
	Iteration 38Q: 3 clusters Score -510574.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -510584.250000 Penalty: 4335.365723
	Iteration 39Q: 3 clusters Score -510584.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -510590.562500 Penalty: 4335.365723
	Iteration 40F: 3 clusters Score -510590.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -510596.406250 Penalty: 4335.365723
	Iteration 41Q: 3 clusters Score -510596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -510600.500000 Penalty: 4335.365723
	Iteration 42Q: 3 clusters Score -510600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -510601.031250 Penalty: 4335.365723
	Iteration 43Q: 3 clusters Score -510601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -510603.062500 Penalty: 4335.365723
	Iteration 44Q: 3 clusters Score -510603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -510605.156250 Penalty: 4335.365723
	Iteration 45Q: 3 clusters Score -510605.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -510608.500000 Penalty: 4335.365723
	Iteration 46Q: 3 clusters Score -510608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -510612.375000 Penalty: 4335.365723
	Iteration 47Q: 3 clusters Score -510612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -510611.843750 Penalty: 4335.365723
	Iteration 48Q: 3 clusters Score -510611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -510613.125000 Penalty: 4335.365723
	Iteration 49Q: 3 clusters Score -510613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -510614.687500 Penalty: 4335.365723
	Iteration 50Q: 3 clusters Score -510614.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -510617.000000 Penalty: 4335.365723
	Iteration 51Q: 3 clusters Score -510617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -510620.343750 Penalty: 4335.365723
	Iteration 52Q: 3 clusters Score -510620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -510621.312500 Penalty: 4335.365723
	Iteration 53Q: 3 clusters Score -510621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -510621.937500 Penalty: 4335.365723
	Iteration 54Q: 3 clusters Score -510621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -510621.937500 Penalty: 4335.365723
	Iteration 55F: 3 clusters Score -510621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -352121.906250 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -352121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -348473.875000 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -348473.9 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -349264.125000 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -349264.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -349427.687500 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -349427.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -349530.968750 Penalty: 4073.030273
	Iteration 3Q: 3 clusters Score -349531 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -349620.062500 Penalty: 4073.030273
	Iteration 4Q: 3 clusters Score -349620.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -349702.468750 Penalty: 4073.030273
	Iteration 5Q: 3 clusters Score -349702.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -349785.312500 Penalty: 4073.030273
	Iteration 6Q: 3 clusters Score -349785.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -349855.718750 Penalty: 4073.030273
	Iteration 7Q: 3 clusters Score -349855.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -349907.656250 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -349907.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -349952.031250 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -349952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -349985.562500 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -349985.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -350018.250000 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -350018.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -350041.843750 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -350041.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -350063.187500 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -350063.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -350078.312500 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -350078.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -350094.312500 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -350094.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -350114.187500 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -350114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -350125.812500 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -350125.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -350137.218750 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -350137.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -350148.156250 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -350148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -350163.656250 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -350163.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -350172.531250 Penalty: 4073.030273
	Iteration 21Q: 3 clusters Score -350172.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -350180.937500 Penalty: 4073.030273
	Iteration 22Q: 3 clusters Score -350180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -350189.687500 Penalty: 4073.030273
	Iteration 23Q: 3 clusters Score -350189.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -350197.625000 Penalty: 4073.030273
	Iteration 24Q: 3 clusters Score -350197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -350200.906250 Penalty: 4073.030273
	Iteration 25Q: 3 clusters Score -350200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -350205.406250 Penalty: 4073.030273
	Iteration 26Q: 3 clusters Score -350205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -350209.656250 Penalty: 4073.030273
	Iteration 27Q: 3 clusters Score -350209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -350211.343750 Penalty: 4073.030273
	Iteration 28Q: 3 clusters Score -350211.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -350215.281250 Penalty: 4073.030273
	Iteration 29Q: 3 clusters Score -350215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -350218.312500 Penalty: 4073.030273
	Iteration 30Q: 3 clusters Score -350218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -350223.968750 Penalty: 4073.030273
	Iteration 31Q: 3 clusters Score -350224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -350227.843750 Penalty: 4073.030273
	Iteration 32Q: 3 clusters Score -350227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -350235.281250 Penalty: 4073.030273
	Iteration 33Q: 3 clusters Score -350235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -350239.343750 Penalty: 4073.030273
	Iteration 34Q: 3 clusters Score -350239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -350243.531250 Penalty: 4073.030273
	Iteration 35Q: 3 clusters Score -350243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -350251.875000 Penalty: 4073.030273
	Iteration 36Q: 3 clusters Score -350251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -350257.312500 Penalty: 4073.030273
	Iteration 37Q: 3 clusters Score -350257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -350262.531250 Penalty: 4073.030273
	Iteration 38Q: 3 clusters Score -350262.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -350270.000000 Penalty: 4073.030273
	Iteration 39Q: 3 clusters Score -350270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -350275.062500 Penalty: 4073.030273
	Iteration 40F: 3 clusters Score -350275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -350277.593750 Penalty: 4073.030273
	Iteration 41Q: 3 clusters Score -350277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -350280.750000 Penalty: 4073.030273
	Iteration 42Q: 3 clusters Score -350280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -350284.656250 Penalty: 4073.030273
	Iteration 43Q: 3 clusters Score -350284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -350290.625000 Penalty: 4073.030273
	Iteration 44Q: 3 clusters Score -350290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -350294.812500 Penalty: 4073.030273
	Iteration 45Q: 3 clusters Score -350294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -350297.625000 Penalty: 4073.030273
	Iteration 46Q: 3 clusters Score -350297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -350301.718750 Penalty: 4073.030273
	Iteration 47Q: 3 clusters Score -350301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -350304.281250 Penalty: 4073.030273
	Iteration 48Q: 3 clusters Score -350304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -350307.437500 Penalty: 4073.030273
	Iteration 49Q: 3 clusters Score -350307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -350312.031250 Penalty: 4073.030273
	Iteration 50Q: 3 clusters Score -350312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -350313.562500 Penalty: 4073.030273
	Iteration 51Q: 3 clusters Score -350313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -350314.218750 Penalty: 4073.030273
	Iteration 52Q: 3 clusters Score -350314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -350314.937500 Penalty: 4073.030273
	Iteration 53Q: 3 clusters Score -350314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -350314.937500 Penalty: 4073.030273
	Iteration 54F: 3 clusters Score -350314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -338308.062500 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -338308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -334676.906250 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -334676.9 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -335448.250000 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -335448.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -335613.750000 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -335613.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -335732.187500 Penalty: 4053.113281
	Iteration 3Q: 3 clusters Score -335732.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -335862.406250 Penalty: 4053.113281
	Iteration 4Q: 3 clusters Score -335862.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -335985.625000 Penalty: 4053.113281
	Iteration 5Q: 3 clusters Score -335985.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -336172.093750 Penalty: 4053.113281
	Iteration 6F: 3 clusters Score -336172.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -336421.812500 Penalty: 4053.113281
	Iteration 7F: 3 clusters Score -336421.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -336643.718750 Penalty: 4053.113281
	Iteration 8F: 3 clusters Score -336643.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -336868.031250 Penalty: 4053.113281
	Iteration 9F: 3 clusters Score -336868 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -337036.062500 Penalty: 4053.113281
	Iteration 10F: 3 clusters Score -337036.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -337147.625000 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -337147.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -337223.750000 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -337223.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -337288.375000 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -337288.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -337329.781250 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -337329.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -337354.781250 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -337354.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -337372.687500 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -337372.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -337387.000000 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -337387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -337396.562500 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -337396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -337403.656250 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -337403.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -337412.687500 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -337412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -337416.406250 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -337416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -337421.093750 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -337421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -337424.843750 Penalty: 4053.113281
	Iteration 23Q: 3 clusters Score -337424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -337425.437500 Penalty: 4053.113281
	Iteration 24Q: 3 clusters Score -337425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -337427.312500 Penalty: 4053.113281
	Iteration 25Q: 3 clusters Score -337427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -337428.656250 Penalty: 4053.113281
	Iteration 26Q: 3 clusters Score -337428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -337430.375000 Penalty: 4053.113281
	Iteration 27Q: 3 clusters Score -337430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -337430.562500 Penalty: 4053.113281
	Iteration 28Q: 3 clusters Score -337430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -337430.906250 Penalty: 4053.113281
	Iteration 29Q: 3 clusters Score -337430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -337432.875000 Penalty: 4053.113281
	Iteration 30Q: 3 clusters Score -337432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -337433.687500 Penalty: 4053.113281
	Iteration 31Q: 3 clusters Score -337433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -337433.750000 Penalty: 4053.113281
	Iteration 32Q: 3 clusters Score -337433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -337434.718750 Penalty: 4053.113281
	Iteration 33Q: 3 clusters Score -337434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -337435.218750 Penalty: 4053.113281
	Iteration 34Q: 3 clusters Score -337435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -337436.031250 Penalty: 4053.113281
	Iteration 35Q: 3 clusters Score -337436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -337436.906250 Penalty: 4053.113281
	Iteration 36Q: 3 clusters Score -337436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -337436.875000 Penalty: 4053.113281
	Iteration 37Q: 3 clusters Score -337436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -337438.531250 Penalty: 4053.113281
	Iteration 38Q: 3 clusters Score -337438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -337438.937500 Penalty: 4053.113281
	Iteration 39Q: 3 clusters Score -337438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -337439.718750 Penalty: 4053.113281
	Iteration 40F: 3 clusters Score -337439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -337440.375000 Penalty: 4053.113281
	Iteration 41Q: 3 clusters Score -337440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -337440.375000 Penalty: 4053.113281
	Iteration 42F: 3 clusters Score -337440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Entering Unmasked Estep 
Score: -3609589.500000 Penalty: 2607.044189
	Iteration 0F: 2 clusters Score -3609590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3584464.500000 Penalty: 5214.088379
	Iteration 0F: 3 clusters Score -3584464 nChanged 16834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3593973.750000 Penalty: 5214.088379
	Iteration 1F: 3 clusters Score -3593974 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3594651.750000 Penalty: 5214.088379
	Iteration 2Q: 3 clusters Score -3594652 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3595366.500000 Penalty: 5214.088379
	Iteration 3Q: 3 clusters Score -3595366 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3596232.750000 Penalty: 5214.088379
	Iteration 4Q: 3 clusters Score -3596233 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3597363.000000 Penalty: 5214.088379
	Iteration 5F: 3 clusters Score -3597363 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3598774.000000 Penalty: 5214.088379
	Iteration 6F: 3 clusters Score -3598774 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3600412.000000 Penalty: 5214.088379
	Iteration 7F: 3 clusters Score -3600412 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3602401.500000 Penalty: 5214.088379
	Iteration 8F: 3 clusters Score -3602402 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3604210.250000 Penalty: 5214.088379
	Iteration 9F: 3 clusters Score -3604210 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3605503.750000 Penalty: 5214.088379
	Iteration 10Q: 3 clusters Score -3605504 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3606288.750000 Penalty: 5214.088379
	Iteration 11Q: 3 clusters Score -3606289 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -3606710.500000 Penalty: 5214.088379
	Iteration 12Q: 3 clusters Score -3606710 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3606971.000000 Penalty: 5214.088379
	Iteration 13Q: 3 clusters Score -3606971 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -3607124.500000 Penalty: 5214.088379
	Iteration 14Q: 3 clusters Score -3607124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -3607187.500000 Penalty: 5214.088379
	Iteration 15Q: 3 clusters Score -3607188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -3607245.750000 Penalty: 5214.088379
	Iteration 16Q: 3 clusters Score -3607246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -3607286.750000 Penalty: 5214.088379
	Iteration 17Q: 3 clusters Score -3607287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3607308.000000 Penalty: 5214.088379
	Iteration 18Q: 3 clusters Score -3607308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -3607323.000000 Penalty: 5214.088379
	Iteration 19Q: 3 clusters Score -3607323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -3607338.500000 Penalty: 5214.088379
	Iteration 20F: 3 clusters Score -3607338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -3607349.250000 Penalty: 5214.088379
	Iteration 21Q: 3 clusters Score -3607349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -3607350.000000 Penalty: 5214.088379
	Iteration 22Q: 3 clusters Score -3607350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3607349.250000 Penalty: 5214.088379
	Iteration 23Q: 3 clusters Score -3607349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3607349.250000 Penalty: 5214.088379
	Iteration 24F: 3 clusters Score -3607349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -74318.25 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 421 members 
Entering Unmasked Estep 
Score: -72549.757812 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -72549.76 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72934.750000 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -72934.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73141.140625 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -73141.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73305.992188 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -73305.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73575.648438 Penalty: 3338.584961
	Iteration 4F: 3 clusters Score -73575.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73777.906250 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -73777.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73980.625000 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -73980.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74392.093750 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -74392.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74562.906250 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -74562.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74597.468750 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -74597.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74603.640625 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -74603.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74605.562500 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -74605.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74606.820312 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -74606.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74606.820312 Penalty: 3338.584961
	Iteration 13F: 3 clusters Score -74606.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8853 members 
Mstep: Class 60 contains 7120 members 
Mstep: Class 61 contains 435 members 
Entering Unmasked Estep 
Score: -84136360.000000 Penalty: 207598.437500
Splitting cluster 32 changes total score from -84137688.000000 to -84136360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (15820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Entering Unmasked Estep 
Score: -1604702.250000 Penalty: 2397.919434
	Iteration 0F: 2 clusters Score -1604702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1593399.125000 Penalty: 4795.838867
	Iteration 0F: 3 clusters Score -1593399 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1596855.000000 Penalty: 4795.838867
	Iteration 1F: 3 clusters Score -1596855 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1597200.375000 Penalty: 4795.838867
	Iteration 2F: 3 clusters Score -1597200 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1597456.000000 Penalty: 4795.838867
	Iteration 3Q: 3 clusters Score -1597456 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1597659.000000 Penalty: 4795.838867
	Iteration 4Q: 3 clusters Score -1597659 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1597839.250000 Penalty: 4795.838867
	Iteration 5Q: 3 clusters Score -1597839 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1598025.250000 Penalty: 4795.838867
	Iteration 6Q: 3 clusters Score -1598025 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1598202.750000 Penalty: 4795.838867
	Iteration 7Q: 3 clusters Score -1598203 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1598388.000000 Penalty: 4795.838867
	Iteration 8Q: 3 clusters Score -1598388 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1598579.750000 Penalty: 4795.838867
	Iteration 9Q: 3 clusters Score -1598580 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1598759.125000 Penalty: 4795.838867
	Iteration 10Q: 3 clusters Score -1598759 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1598949.875000 Penalty: 4795.838867
	Iteration 11Q: 3 clusters Score -1598950 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1599200.375000 Penalty: 4795.838867
	Iteration 12Q: 3 clusters Score -1599200 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1599500.125000 Penalty: 4795.838867
	Iteration 13Q: 3 clusters Score -1599500 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1599852.500000 Penalty: 4795.838867
	Iteration 14Q: 3 clusters Score -1599852 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1600220.625000 Penalty: 4795.838867
	Iteration 15Q: 3 clusters Score -1600221 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1600616.750000 Penalty: 4795.838867
	Iteration 16Q: 3 clusters Score -1600617 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1600995.000000 Penalty: 4795.838867
	Iteration 17Q: 3 clusters Score -1600995 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1601297.250000 Penalty: 4795.838867
	Iteration 18Q: 3 clusters Score -1601297 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1601477.125000 Penalty: 4795.838867
	Iteration 19Q: 3 clusters Score -1601477 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1601618.500000 Penalty: 4795.838867
	Iteration 20F: 3 clusters Score -1601618 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1601728.500000 Penalty: 4795.838867
	Iteration 21Q: 3 clusters Score -1601728 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1601825.000000 Penalty: 4795.838867
	Iteration 22Q: 3 clusters Score -1601825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1601913.625000 Penalty: 4795.838867
	Iteration 23Q: 3 clusters Score -1601914 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1601983.750000 Penalty: 4795.838867
	Iteration 24Q: 3 clusters Score -1601984 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1602070.875000 Penalty: 4795.838867
	Iteration 25Q: 3 clusters Score -1602071 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1602143.250000 Penalty: 4795.838867
	Iteration 26Q: 3 clusters Score -1602143 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1602204.500000 Penalty: 4795.838867
	Iteration 27Q: 3 clusters Score -1602204 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1602248.250000 Penalty: 4795.838867
	Iteration 28Q: 3 clusters Score -1602248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1602305.000000 Penalty: 4795.838867
	Iteration 29Q: 3 clusters Score -1602305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1602355.250000 Penalty: 4795.838867
	Iteration 30Q: 3 clusters Score -1602355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1602396.625000 Penalty: 4795.838867
	Iteration 31Q: 3 clusters Score -1602397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1602424.875000 Penalty: 4795.838867
	Iteration 32Q: 3 clusters Score -1602425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1602439.750000 Penalty: 4795.838867
	Iteration 33Q: 3 clusters Score -1602440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1602455.000000 Penalty: 4795.838867
	Iteration 34Q: 3 clusters Score -1602455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1602472.375000 Penalty: 4795.838867
	Iteration 35Q: 3 clusters Score -1602472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1602496.750000 Penalty: 4795.838867
	Iteration 36Q: 3 clusters Score -1602497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1602523.375000 Penalty: 4795.838867
	Iteration 37Q: 3 clusters Score -1602523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1602551.750000 Penalty: 4795.838867
	Iteration 38Q: 3 clusters Score -1602552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1602565.375000 Penalty: 4795.838867
	Iteration 39Q: 3 clusters Score -1602565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1602576.625000 Penalty: 4795.838867
	Iteration 40F: 3 clusters Score -1602577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1602589.375000 Penalty: 4795.838867
	Iteration 41Q: 3 clusters Score -1602589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1602590.625000 Penalty: 4795.838867
	Iteration 42Q: 3 clusters Score -1602591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1602595.625000 Penalty: 4795.838867
	Iteration 43Q: 3 clusters Score -1602596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1602600.875000 Penalty: 4795.838867
	Iteration 44Q: 3 clusters Score -1602601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1602605.000000 Penalty: 4795.838867
	Iteration 45Q: 3 clusters Score -1602605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1602614.625000 Penalty: 4795.838867
	Iteration 46Q: 3 clusters Score -1602615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1602618.750000 Penalty: 4795.838867
	Iteration 47Q: 3 clusters Score -1602619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1602626.250000 Penalty: 4795.838867
	Iteration 48Q: 3 clusters Score -1602626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1602631.875000 Penalty: 4795.838867
	Iteration 49Q: 3 clusters Score -1602632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1602633.000000 Penalty: 4795.838867
	Iteration 50Q: 3 clusters Score -1602633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1602636.625000 Penalty: 4795.838867
	Iteration 51Q: 3 clusters Score -1602637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1602646.875000 Penalty: 4795.838867
	Iteration 52Q: 3 clusters Score -1602647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1602652.875000 Penalty: 4795.838867
	Iteration 53Q: 3 clusters Score -1602653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1602654.500000 Penalty: 4795.838867
	Iteration 54Q: 3 clusters Score -1602654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1602654.125000 Penalty: 4795.838867
	Iteration 55Q: 3 clusters Score -1602654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1602657.125000 Penalty: 4795.838867
	Iteration 56Q: 3 clusters Score -1602657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1602655.375000 Penalty: 4795.838867
	Iteration 57Q: 3 clusters Score -1602655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1602655.500000 Penalty: 4795.838867
	Iteration 58Q: 3 clusters Score -1602656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1602656.250000 Penalty: 4795.838867
	Iteration 59Q: 3 clusters Score -1602656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1602655.500000 Penalty: 4795.838867
	Iteration 60F: 3 clusters Score -1602656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1602657.250000 Penalty: 4795.838867
	Iteration 61Q: 3 clusters Score -1602657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1602655.375000 Penalty: 4795.838867
	Iteration 62Q: 3 clusters Score -1602655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1602656.000000 Penalty: 4795.838867
	Iteration 63Q: 3 clusters Score -1602656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1602656.875000 Penalty: 4795.838867
	Iteration 64Q: 3 clusters Score -1602657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1602659.000000 Penalty: 4795.838867
	Iteration 65Q: 3 clusters Score -1602659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1602659.875000 Penalty: 4795.838867
	Iteration 66Q: 3 clusters Score -1602660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1602663.125000 Penalty: 4795.838867
	Iteration 67Q: 3 clusters Score -1602663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1602666.750000 Penalty: 4795.838867
	Iteration 68Q: 3 clusters Score -1602667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1602666.375000 Penalty: 4795.838867
	Iteration 69Q: 3 clusters Score -1602666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1602668.125000 Penalty: 4795.838867
	Iteration 70Q: 3 clusters Score -1602668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1602669.000000 Penalty: 4795.838867
	Iteration 71Q: 3 clusters Score -1602669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1602670.750000 Penalty: 4795.838867
	Iteration 72Q: 3 clusters Score -1602671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1602671.125000 Penalty: 4795.838867
	Iteration 73Q: 3 clusters Score -1602671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1602669.250000 Penalty: 4795.838867
	Iteration 74Q: 3 clusters Score -1602669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1602674.000000 Penalty: 4795.838867
	Iteration 75Q: 3 clusters Score -1602674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1602675.000000 Penalty: 4795.838867
	Iteration 76Q: 3 clusters Score -1602675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1602672.000000 Penalty: 4795.838867
	Iteration 77Q: 3 clusters Score -1602672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1602676.250000 Penalty: 4795.838867
	Iteration 78Q: 3 clusters Score -1602676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1602677.125000 Penalty: 4795.838867
	Iteration 79Q: 3 clusters Score -1602677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1602677.000000 Penalty: 4795.838867
	Iteration 80F: 3 clusters Score -1602677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1602677.250000 Penalty: 4795.838867
	Iteration 81Q: 3 clusters Score -1602677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1602677.875000 Penalty: 4795.838867
	Iteration 82Q: 3 clusters Score -1602678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1602680.125000 Penalty: 4795.838867
	Iteration 83Q: 3 clusters Score -1602680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1602680.000000 Penalty: 4795.838867
	Iteration 84Q: 3 clusters Score -1602680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1602683.375000 Penalty: 4795.838867
	Iteration 85Q: 3 clusters Score -1602683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1602683.125000 Penalty: 4795.838867
	Iteration 86Q: 3 clusters Score -1602683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1602685.875000 Penalty: 4795.838867
	Iteration 87Q: 3 clusters Score -1602686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1602688.375000 Penalty: 4795.838867
	Iteration 88Q: 3 clusters Score -1602688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1602688.000000 Penalty: 4795.838867
	Iteration 89Q: 3 clusters Score -1602688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1602686.000000 Penalty: 4795.838867
	Iteration 90Q: 3 clusters Score -1602686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1602686.625000 Penalty: 4795.838867
	Iteration 91Q: 3 clusters Score -1602687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1602690.625000 Penalty: 4795.838867
	Iteration 92Q: 3 clusters Score -1602691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1602690.625000 Penalty: 4795.838867
	Iteration 93F: 3 clusters Score -1602691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1089611.750000 Penalty: 2304.624756
	Iteration 0F: 2 clusters Score -1089612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1081422.875000 Penalty: 4609.249512
	Iteration 0F: 3 clusters Score -1081423 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1083892.500000 Penalty: 4609.249512
	Iteration 1F: 3 clusters Score -1083892 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1084200.750000 Penalty: 4609.249512
	Iteration 2F: 3 clusters Score -1084201 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1084431.000000 Penalty: 4609.249512
	Iteration 3Q: 3 clusters Score -1084431 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1084624.000000 Penalty: 4609.249512
	Iteration 4Q: 3 clusters Score -1084624 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1084790.125000 Penalty: 4609.249512
	Iteration 5Q: 3 clusters Score -1084790 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1084962.625000 Penalty: 4609.249512
	Iteration 6Q: 3 clusters Score -1084963 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1085174.375000 Penalty: 4609.249512
	Iteration 7Q: 3 clusters Score -1085174 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1085444.750000 Penalty: 4609.249512
	Iteration 8Q: 3 clusters Score -1085445 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1085730.875000 Penalty: 4609.249512
	Iteration 9Q: 3 clusters Score -1085731 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1086046.875000 Penalty: 4609.249512
	Iteration 10Q: 3 clusters Score -1086047 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1086341.875000 Penalty: 4609.249512
	Iteration 11Q: 3 clusters Score -1086342 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1086626.625000 Penalty: 4609.249512
	Iteration 12Q: 3 clusters Score -1086627 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1086872.375000 Penalty: 4609.249512
	Iteration 13Q: 3 clusters Score -1086872 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1087073.375000 Penalty: 4609.249512
	Iteration 14Q: 3 clusters Score -1087073 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1087214.750000 Penalty: 4609.249512
	Iteration 15Q: 3 clusters Score -1087215 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1087333.625000 Penalty: 4609.249512
	Iteration 16Q: 3 clusters Score -1087334 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1087434.500000 Penalty: 4609.249512
	Iteration 17Q: 3 clusters Score -1087434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1087507.375000 Penalty: 4609.249512
	Iteration 18Q: 3 clusters Score -1087507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1087566.250000 Penalty: 4609.249512
	Iteration 19Q: 3 clusters Score -1087566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1087628.250000 Penalty: 4609.249512
	Iteration 20F: 3 clusters Score -1087628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1087685.250000 Penalty: 4609.249512
	Iteration 21Q: 3 clusters Score -1087685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1087730.625000 Penalty: 4609.249512
	Iteration 22Q: 3 clusters Score -1087731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1087779.875000 Penalty: 4609.249512
	Iteration 23Q: 3 clusters Score -1087780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1087827.000000 Penalty: 4609.249512
	Iteration 24Q: 3 clusters Score -1087827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1087870.000000 Penalty: 4609.249512
	Iteration 25Q: 3 clusters Score -1087870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1087906.000000 Penalty: 4609.249512
	Iteration 26Q: 3 clusters Score -1087906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1087937.250000 Penalty: 4609.249512
	Iteration 27Q: 3 clusters Score -1087937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1087957.625000 Penalty: 4609.249512
	Iteration 28Q: 3 clusters Score -1087958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1087977.375000 Penalty: 4609.249512
	Iteration 29Q: 3 clusters Score -1087977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1087993.250000 Penalty: 4609.249512
	Iteration 30Q: 3 clusters Score -1087993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1087997.375000 Penalty: 4609.249512
	Iteration 31Q: 3 clusters Score -1087997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1088003.250000 Penalty: 4609.249512
	Iteration 32Q: 3 clusters Score -1088003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1088008.000000 Penalty: 4609.249512
	Iteration 33Q: 3 clusters Score -1088008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1088008.000000 Penalty: 4609.249512
	Iteration 34Q: 3 clusters Score -1088008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1088008.625000 Penalty: 4609.249512
	Iteration 35Q: 3 clusters Score -1088009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1088009.750000 Penalty: 4609.249512
	Iteration 36Q: 3 clusters Score -1088010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1088009.750000 Penalty: 4609.249512
	Iteration 37F: 3 clusters Score -1088010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Entering Unmasked Estep 
Score: -1333440.250000 Penalty: 2385.083252
	Iteration 0F: 2 clusters Score -1333440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1322649.500000 Penalty: 4770.166504
	Iteration 0F: 3 clusters Score -1322650 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1326318.500000 Penalty: 4770.166504
	Iteration 1F: 3 clusters Score -1326318 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1326891.750000 Penalty: 4770.166504
	Iteration 2F: 3 clusters Score -1326892 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1327402.500000 Penalty: 4770.166504
	Iteration 3F: 3 clusters Score -1327402 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1327788.875000 Penalty: 4770.166504
	Iteration 4F: 3 clusters Score -1327789 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1328118.750000 Penalty: 4770.166504
	Iteration 5Q: 3 clusters Score -1328119 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1328402.500000 Penalty: 4770.166504
	Iteration 6Q: 3 clusters Score -1328402 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1328653.000000 Penalty: 4770.166504
	Iteration 7Q: 3 clusters Score -1328653 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1328878.625000 Penalty: 4770.166504
	Iteration 8Q: 3 clusters Score -1328879 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1329097.500000 Penalty: 4770.166504
	Iteration 9Q: 3 clusters Score -1329098 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1329306.625000 Penalty: 4770.166504
	Iteration 10Q: 3 clusters Score -1329307 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1329523.875000 Penalty: 4770.166504
	Iteration 11Q: 3 clusters Score -1329524 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1329729.750000 Penalty: 4770.166504
	Iteration 12Q: 3 clusters Score -1329730 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1329927.250000 Penalty: 4770.166504
	Iteration 13Q: 3 clusters Score -1329927 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1330130.375000 Penalty: 4770.166504
	Iteration 14Q: 3 clusters Score -1330130 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1330287.500000 Penalty: 4770.166504
	Iteration 15Q: 3 clusters Score -1330288 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1330414.000000 Penalty: 4770.166504
	Iteration 16Q: 3 clusters Score -1330414 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1330512.125000 Penalty: 4770.166504
	Iteration 17Q: 3 clusters Score -1330512 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1330615.375000 Penalty: 4770.166504
	Iteration 18Q: 3 clusters Score -1330615 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1330716.625000 Penalty: 4770.166504
	Iteration 19Q: 3 clusters Score -1330717 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1330835.000000 Penalty: 4770.166504
	Iteration 20F: 3 clusters Score -1330835 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1330944.250000 Penalty: 4770.166504
	Iteration 21Q: 3 clusters Score -1330944 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1331038.000000 Penalty: 4770.166504
	Iteration 22Q: 3 clusters Score -1331038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1331131.375000 Penalty: 4770.166504
	Iteration 23Q: 3 clusters Score -1331131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1331202.875000 Penalty: 4770.166504
	Iteration 24Q: 3 clusters Score -1331203 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1331264.375000 Penalty: 4770.166504
	Iteration 25Q: 3 clusters Score -1331264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1331314.625000 Penalty: 4770.166504
	Iteration 26Q: 3 clusters Score -1331315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1331359.750000 Penalty: 4770.166504
	Iteration 27Q: 3 clusters Score -1331360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1331397.750000 Penalty: 4770.166504
	Iteration 28Q: 3 clusters Score -1331398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1331431.125000 Penalty: 4770.166504
	Iteration 29Q: 3 clusters Score -1331431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1331449.500000 Penalty: 4770.166504
	Iteration 30Q: 3 clusters Score -1331450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1331466.125000 Penalty: 4770.166504
	Iteration 31Q: 3 clusters Score -1331466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1331472.125000 Penalty: 4770.166504
	Iteration 32Q: 3 clusters Score -1331472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1331478.875000 Penalty: 4770.166504
	Iteration 33Q: 3 clusters Score -1331479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1331480.375000 Penalty: 4770.166504
	Iteration 34Q: 3 clusters Score -1331480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1331485.125000 Penalty: 4770.166504
	Iteration 35Q: 3 clusters Score -1331485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1331485.375000 Penalty: 4770.166504
	Iteration 36Q: 3 clusters Score -1331485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1331487.625000 Penalty: 4770.166504
	Iteration 37Q: 3 clusters Score -1331488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1331489.125000 Penalty: 4770.166504
	Iteration 38Q: 3 clusters Score -1331489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1331488.375000 Penalty: 4770.166504
	Iteration 39Q: 3 clusters Score -1331488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1331488.375000 Penalty: 4770.166504
	Iteration 40F: 3 clusters Score -1331488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -483393.250000 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -483393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -478522.343750 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -478522.3 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -479834.937500 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -479834.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -480225.593750 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -480225.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -480558.937500 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -480558.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -480887.875000 Penalty: 4281.181641
	Iteration 4F: 3 clusters Score -480887.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -481198.875000 Penalty: 4281.181641
	Iteration 5F: 3 clusters Score -481198.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -481530.312500 Penalty: 4281.181641
	Iteration 6F: 3 clusters Score -481530.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -481783.250000 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -481783.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -481986.000000 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -481986 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -482144.500000 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -482144.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -482281.718750 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -482281.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -482405.125000 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -482405.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -482518.125000 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -482518.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -482610.031250 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -482610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -482664.906250 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -482664.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -482706.437500 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -482706.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -482735.875000 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -482735.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -482752.343750 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -482752.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -482765.656250 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -482765.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -482778.906250 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -482778.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -482790.218750 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -482790.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -482802.718750 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -482802.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -482812.875000 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -482812.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -482823.468750 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -482823.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -482831.625000 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -482831.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -482836.218750 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -482836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -482839.250000 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -482839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -482843.875000 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -482843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -482846.406250 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -482846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -482850.000000 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -482850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -482852.937500 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -482852.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -482856.406250 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -482856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -482859.562500 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -482859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -482864.781250 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -482864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -482870.125000 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -482870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -482872.875000 Penalty: 4281.181641
	Iteration 35Q: 3 clusters Score -482872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -482874.500000 Penalty: 4281.181641
	Iteration 36Q: 3 clusters Score -482874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -482877.593750 Penalty: 4281.181641
	Iteration 37Q: 3 clusters Score -482877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -482879.562500 Penalty: 4281.181641
	Iteration 38Q: 3 clusters Score -482879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -482882.750000 Penalty: 4281.181641
	Iteration 39Q: 3 clusters Score -482882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -482884.531250 Penalty: 4281.181641
	Iteration 40F: 3 clusters Score -482884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -482887.156250 Penalty: 4281.181641
	Iteration 41Q: 3 clusters Score -482887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -482888.218750 Penalty: 4281.181641
	Iteration 42Q: 3 clusters Score -482888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -482889.125000 Penalty: 4281.181641
	Iteration 43Q: 3 clusters Score -482889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -482889.750000 Penalty: 4281.181641
	Iteration 44Q: 3 clusters Score -482889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -482889.750000 Penalty: 4281.181641
	Iteration 45F: 3 clusters Score -482889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Entering Unmasked Estep 
Score: -720575.875000 Penalty: 2229.413086
	Iteration 0F: 2 clusters Score -720575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -714113.187500 Penalty: 4458.826172
	Iteration 0F: 3 clusters Score -714113.2 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -715997.250000 Penalty: 4458.826172
	Iteration 1F: 3 clusters Score -715997.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -716446.000000 Penalty: 4458.826172
	Iteration 2F: 3 clusters Score -716446 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -716883.937500 Penalty: 4458.826172
	Iteration 3F: 3 clusters Score -716883.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -717318.000000 Penalty: 4458.826172
	Iteration 4F: 3 clusters Score -717318 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -717757.937500 Penalty: 4458.826172
	Iteration 5F: 3 clusters Score -717757.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -718115.062500 Penalty: 4458.826172
	Iteration 6F: 3 clusters Score -718115.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -718409.250000 Penalty: 4458.826172
	Iteration 7F: 3 clusters Score -718409.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -718598.750000 Penalty: 4458.826172
	Iteration 8Q: 3 clusters Score -718598.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -718750.312500 Penalty: 4458.826172
	Iteration 9Q: 3 clusters Score -718750.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -718893.812500 Penalty: 4458.826172
	Iteration 10Q: 3 clusters Score -718893.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -719047.250000 Penalty: 4458.826172
	Iteration 11Q: 3 clusters Score -719047.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -719154.875000 Penalty: 4458.826172
	Iteration 12Q: 3 clusters Score -719154.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -719234.750000 Penalty: 4458.826172
	Iteration 13Q: 3 clusters Score -719234.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -719297.937500 Penalty: 4458.826172
	Iteration 14Q: 3 clusters Score -719297.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -719340.125000 Penalty: 4458.826172
	Iteration 15Q: 3 clusters Score -719340.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -719378.000000 Penalty: 4458.826172
	Iteration 16Q: 3 clusters Score -719378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -719404.875000 Penalty: 4458.826172
	Iteration 17Q: 3 clusters Score -719404.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -719428.125000 Penalty: 4458.826172
	Iteration 18Q: 3 clusters Score -719428.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -719441.812500 Penalty: 4458.826172
	Iteration 19Q: 3 clusters Score -719441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -719448.937500 Penalty: 4458.826172
	Iteration 20F: 3 clusters Score -719448.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -719453.062500 Penalty: 4458.826172
	Iteration 21Q: 3 clusters Score -719453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -719456.000000 Penalty: 4458.826172
	Iteration 22Q: 3 clusters Score -719456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -719459.187500 Penalty: 4458.826172
	Iteration 23Q: 3 clusters Score -719459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -719461.812500 Penalty: 4458.826172
	Iteration 24Q: 3 clusters Score -719461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -719468.312500 Penalty: 4458.826172
	Iteration 25Q: 3 clusters Score -719468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -719471.875000 Penalty: 4458.826172
	Iteration 26Q: 3 clusters Score -719471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -719479.375000 Penalty: 4458.826172
	Iteration 27Q: 3 clusters Score -719479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -719487.125000 Penalty: 4458.826172
	Iteration 28Q: 3 clusters Score -719487.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -719497.562500 Penalty: 4458.826172
	Iteration 29Q: 3 clusters Score -719497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -719502.875000 Penalty: 4458.826172
	Iteration 30Q: 3 clusters Score -719502.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -719510.250000 Penalty: 4458.826172
	Iteration 31Q: 3 clusters Score -719510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -719515.750000 Penalty: 4458.826172
	Iteration 32Q: 3 clusters Score -719515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -719519.312500 Penalty: 4458.826172
	Iteration 33Q: 3 clusters Score -719519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -719520.875000 Penalty: 4458.826172
	Iteration 34Q: 3 clusters Score -719520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -719520.687500 Penalty: 4458.826172
	Iteration 35Q: 3 clusters Score -719520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -719521.750000 Penalty: 4458.826172
	Iteration 36Q: 3 clusters Score -719521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -719524.500000 Penalty: 4458.826172
	Iteration 37Q: 3 clusters Score -719524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -719525.437500 Penalty: 4458.826172
	Iteration 38Q: 3 clusters Score -719525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -719527.187500 Penalty: 4458.826172
	Iteration 39Q: 3 clusters Score -719527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -719527.812500 Penalty: 4458.826172
	Iteration 40F: 3 clusters Score -719527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -719528.437500 Penalty: 4458.826172
	Iteration 41Q: 3 clusters Score -719528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -719528.437500 Penalty: 4458.826172
	Iteration 42F: 3 clusters Score -719528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Entering Unmasked Estep 
Score: -2043432.500000 Penalty: 2476.582520
	Iteration 0F: 2 clusters Score -2043432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2028348.500000 Penalty: 4953.165039
	Iteration 0F: 3 clusters Score -2028348 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2033879.625000 Penalty: 4953.165039
	Iteration 1F: 3 clusters Score -2033880 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2034570.500000 Penalty: 4953.165039
	Iteration 2F: 3 clusters Score -2034570 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2035247.000000 Penalty: 4953.165039
	Iteration 3F: 3 clusters Score -2035247 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2035914.750000 Penalty: 4953.165039
	Iteration 4F: 3 clusters Score -2035915 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2036617.375000 Penalty: 4953.165039
	Iteration 5F: 3 clusters Score -2036617 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2037339.875000 Penalty: 4953.165039
	Iteration 6F: 3 clusters Score -2037340 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2038045.750000 Penalty: 4953.165039
	Iteration 7Q: 3 clusters Score -2038046 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2038662.750000 Penalty: 4953.165039
	Iteration 8Q: 3 clusters Score -2038663 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2039125.750000 Penalty: 4953.165039
	Iteration 9Q: 3 clusters Score -2039126 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2039497.875000 Penalty: 4953.165039
	Iteration 10Q: 3 clusters Score -2039498 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2039760.500000 Penalty: 4953.165039
	Iteration 11Q: 3 clusters Score -2039760 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2039945.875000 Penalty: 4953.165039
	Iteration 12Q: 3 clusters Score -2039946 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2040104.875000 Penalty: 4953.165039
	Iteration 13Q: 3 clusters Score -2040105 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2040224.625000 Penalty: 4953.165039
	Iteration 14Q: 3 clusters Score -2040225 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2040337.125000 Penalty: 4953.165039
	Iteration 15Q: 3 clusters Score -2040337 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2040443.375000 Penalty: 4953.165039
	Iteration 16Q: 3 clusters Score -2040443 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2040535.375000 Penalty: 4953.165039
	Iteration 17Q: 3 clusters Score -2040535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2040627.125000 Penalty: 4953.165039
	Iteration 18Q: 3 clusters Score -2040627 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2040729.250000 Penalty: 4953.165039
	Iteration 19Q: 3 clusters Score -2040729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2040832.750000 Penalty: 4953.165039
	Iteration 20F: 3 clusters Score -2040833 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2040952.875000 Penalty: 4953.165039
	Iteration 21Q: 3 clusters Score -2040953 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2041089.625000 Penalty: 4953.165039
	Iteration 22Q: 3 clusters Score -2041090 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2041214.750000 Penalty: 4953.165039
	Iteration 23Q: 3 clusters Score -2041215 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2041326.125000 Penalty: 4953.165039
	Iteration 24Q: 3 clusters Score -2041326 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2041455.625000 Penalty: 4953.165039
	Iteration 25Q: 3 clusters Score -2041456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2041587.875000 Penalty: 4953.165039
	Iteration 26Q: 3 clusters Score -2041588 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2041720.125000 Penalty: 4953.165039
	Iteration 27Q: 3 clusters Score -2041720 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2041897.375000 Penalty: 4953.165039
	Iteration 28Q: 3 clusters Score -2041897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2042039.500000 Penalty: 4953.165039
	Iteration 29Q: 3 clusters Score -2042040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2042146.250000 Penalty: 4953.165039
	Iteration 30Q: 3 clusters Score -2042146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2042215.375000 Penalty: 4953.165039
	Iteration 31Q: 3 clusters Score -2042215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2042270.125000 Penalty: 4953.165039
	Iteration 32Q: 3 clusters Score -2042270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2042314.625000 Penalty: 4953.165039
	Iteration 33Q: 3 clusters Score -2042315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2042339.000000 Penalty: 4953.165039
	Iteration 34Q: 3 clusters Score -2042339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2042373.500000 Penalty: 4953.165039
	Iteration 35Q: 3 clusters Score -2042374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2042386.375000 Penalty: 4953.165039
	Iteration 36Q: 3 clusters Score -2042386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2042401.375000 Penalty: 4953.165039
	Iteration 37Q: 3 clusters Score -2042401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2042411.875000 Penalty: 4953.165039
	Iteration 38Q: 3 clusters Score -2042412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2042430.000000 Penalty: 4953.165039
	Iteration 39Q: 3 clusters Score -2042430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2042437.875000 Penalty: 4953.165039
	Iteration 40F: 3 clusters Score -2042438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2042445.625000 Penalty: 4953.165039
	Iteration 41Q: 3 clusters Score -2042446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2042448.000000 Penalty: 4953.165039
	Iteration 42Q: 3 clusters Score -2042448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2042452.125000 Penalty: 4953.165039
	Iteration 43Q: 3 clusters Score -2042452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2042460.750000 Penalty: 4953.165039
	Iteration 44Q: 3 clusters Score -2042461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2042454.000000 Penalty: 4953.165039
	Iteration 45Q: 3 clusters Score -2042454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2042456.000000 Penalty: 4953.165039
	Iteration 46Q: 3 clusters Score -2042456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2042458.375000 Penalty: 4953.165039
	Iteration 47Q: 3 clusters Score -2042458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2042460.250000 Penalty: 4953.165039
	Iteration 48Q: 3 clusters Score -2042460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2042462.125000 Penalty: 4953.165039
	Iteration 49Q: 3 clusters Score -2042462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2042464.000000 Penalty: 4953.165039
	Iteration 50Q: 3 clusters Score -2042464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2042464.250000 Penalty: 4953.165039
	Iteration 51Q: 3 clusters Score -2042464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2042468.000000 Penalty: 4953.165039
	Iteration 52Q: 3 clusters Score -2042468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2042467.375000 Penalty: 4953.165039
	Iteration 53Q: 3 clusters Score -2042467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2042468.500000 Penalty: 4953.165039
	Iteration 54Q: 3 clusters Score -2042468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2042469.250000 Penalty: 4953.165039
	Iteration 55Q: 3 clusters Score -2042469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2042464.875000 Penalty: 4953.165039
	Iteration 56Q: 3 clusters Score -2042465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2042468.125000 Penalty: 4953.165039
	Iteration 57Q: 3 clusters Score -2042468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2042470.000000 Penalty: 4953.165039
	Iteration 58Q: 3 clusters Score -2042470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2042470.875000 Penalty: 4953.165039
	Iteration 59Q: 3 clusters Score -2042471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2042475.250000 Penalty: 4953.165039
	Iteration 60F: 3 clusters Score -2042475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2042472.875000 Penalty: 4953.165039
	Iteration 61Q: 3 clusters Score -2042473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2042477.625000 Penalty: 4953.165039
	Iteration 62Q: 3 clusters Score -2042478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2042484.125000 Penalty: 4953.165039
	Iteration 63Q: 3 clusters Score -2042484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2042481.500000 Penalty: 4953.165039
	Iteration 64Q: 3 clusters Score -2042482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2042481.500000 Penalty: 4953.165039
	Iteration 65F: 3 clusters Score -2042482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 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 278 members 
Entering Unmasked Estep 
Score: -44083.179688 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44083.18 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44409.769531 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44409.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44489.128906 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44489.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44523.773438 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -44523.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44555.589844 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -44555.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -44565.589844 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -44565.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44582.656250 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -44582.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44592.917969 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -44592.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44601.671875 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -44601.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44606.796875 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -44606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44609.933594 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -44609.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44613.867188 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -44613.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44613.867188 Penalty: 3114.146729
	Iteration 12F: 3 clusters Score -44613.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -502973.656250 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -502973.7 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 2709 members 
Entering Unmasked Estep 
Score: -498175.562500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -498175.6 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -499397.125000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -499397.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -499715.562500 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -499715.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -499998.000000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -499998 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -500340.218750 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -500340.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -500652.093750 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -500652.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -500899.562500 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -500899.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -501097.593750 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -501097.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -501281.000000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -501281 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -501431.281250 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -501431.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -501559.625000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -501559.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -501639.750000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -501639.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -501693.187500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -501693.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -501723.093750 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -501723.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -501746.187500 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -501746.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -501767.875000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -501767.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -501787.343750 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -501787.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -501804.781250 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -501804.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -501822.562500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -501822.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -501838.437500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -501838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -501853.843750 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -501853.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -501874.187500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -501874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -501886.031250 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -501886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -501902.625000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -501902.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -501921.906250 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -501921.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -501945.500000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -501945.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -501964.562500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -501964.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -501983.750000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -501983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -501998.437500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -501998.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -502008.343750 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -502008.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -502015.937500 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -502015.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -502026.437500 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -502026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -502031.375000 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -502031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -502038.437500 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -502038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -502042.968750 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -502043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -502049.531250 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -502049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -502059.968750 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -502060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -502066.781250 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -502066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -502072.343750 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -502072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -502074.781250 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -502074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -502077.343750 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -502077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -502078.781250 Penalty: 4260.675781
	Iteration 41Q: 3 clusters Score -502078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -502080.781250 Penalty: 4260.675781
	Iteration 42Q: 3 clusters Score -502080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -502082.093750 Penalty: 4260.675781
	Iteration 43Q: 3 clusters Score -502082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -502084.593750 Penalty: 4260.675781
	Iteration 44Q: 3 clusters Score -502084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -502085.406250 Penalty: 4260.675781
	Iteration 45Q: 3 clusters Score -502085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -502085.156250 Penalty: 4260.675781
	Iteration 46Q: 3 clusters Score -502085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -502085.156250 Penalty: 4260.675781
	Iteration 47F: 3 clusters Score -502085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -170207.562500 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -170207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -167427.453125 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -167427.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -168215.468750 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -168215.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -168622.546875 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -168622.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -168937.234375 Penalty: 3850.036621
	Iteration 3F: 3 clusters Score -168937.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -169119.359375 Penalty: 3850.036621
	Iteration 4F: 3 clusters Score -169119.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -169247.312500 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -169247.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -169355.281250 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -169355.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -169409.625000 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -169409.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -169441.062500 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -169441.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -169469.484375 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -169469.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -169482.750000 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -169482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -169489.281250 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -169489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -169493.078125 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -169493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -169496.109375 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -169496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169497.109375 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -169497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -169497.703125 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -169497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -169499.671875 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -169499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -169500.500000 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -169500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -169500.953125 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -169501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -169500.953125 Penalty: 3850.036621
	Iteration 19F: 3 clusters Score -169501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Entering Unmasked Estep 
Score: -640122.687500 Penalty: 2177.291992
	Iteration 0F: 2 clusters Score -640122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -634617.312500 Penalty: 4354.583984
	Iteration 0F: 3 clusters Score -634617.3 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -635994.062500 Penalty: 4354.583984
	Iteration 1F: 3 clusters Score -635994.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -636276.187500 Penalty: 4354.583984
	Iteration 2F: 3 clusters Score -636276.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -636478.125000 Penalty: 4354.583984
	Iteration 3F: 3 clusters Score -636478.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -636615.812500 Penalty: 4354.583984
	Iteration 4Q: 3 clusters Score -636615.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -636742.187500 Penalty: 4354.583984
	Iteration 5Q: 3 clusters Score -636742.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -636866.562500 Penalty: 4354.583984
	Iteration 6Q: 3 clusters Score -636866.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -636996.000000 Penalty: 4354.583984
	Iteration 7Q: 3 clusters Score -636996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -637136.750000 Penalty: 4354.583984
	Iteration 8Q: 3 clusters Score -637136.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -637284.875000 Penalty: 4354.583984
	Iteration 9Q: 3 clusters Score -637284.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -637418.750000 Penalty: 4354.583984
	Iteration 10Q: 3 clusters Score -637418.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -637527.375000 Penalty: 4354.583984
	Iteration 11Q: 3 clusters Score -637527.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -637639.562500 Penalty: 4354.583984
	Iteration 12Q: 3 clusters Score -637639.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -637732.625000 Penalty: 4354.583984
	Iteration 13Q: 3 clusters Score -637732.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -637808.375000 Penalty: 4354.583984
	Iteration 14Q: 3 clusters Score -637808.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -637871.625000 Penalty: 4354.583984
	Iteration 15Q: 3 clusters Score -637871.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -637924.125000 Penalty: 4354.583984
	Iteration 16Q: 3 clusters Score -637924.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -637960.937500 Penalty: 4354.583984
	Iteration 17Q: 3 clusters Score -637960.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -638002.312500 Penalty: 4354.583984
	Iteration 18Q: 3 clusters Score -638002.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -638043.375000 Penalty: 4354.583984
	Iteration 19Q: 3 clusters Score -638043.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -638074.562500 Penalty: 4354.583984
	Iteration 20F: 3 clusters Score -638074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -638099.625000 Penalty: 4354.583984
	Iteration 21Q: 3 clusters Score -638099.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -638117.375000 Penalty: 4354.583984
	Iteration 22Q: 3 clusters Score -638117.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -638129.000000 Penalty: 4354.583984
	Iteration 23Q: 3 clusters Score -638129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -638142.062500 Penalty: 4354.583984
	Iteration 24Q: 3 clusters Score -638142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -638151.125000 Penalty: 4354.583984
	Iteration 25Q: 3 clusters Score -638151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -638156.375000 Penalty: 4354.583984
	Iteration 26Q: 3 clusters Score -638156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -638158.187500 Penalty: 4354.583984
	Iteration 27Q: 3 clusters Score -638158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -638162.750000 Penalty: 4354.583984
	Iteration 28Q: 3 clusters Score -638162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -638168.312500 Penalty: 4354.583984
	Iteration 29Q: 3 clusters Score -638168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -638173.875000 Penalty: 4354.583984
	Iteration 30Q: 3 clusters Score -638173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -638177.812500 Penalty: 4354.583984
	Iteration 31Q: 3 clusters Score -638177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -638183.250000 Penalty: 4354.583984
	Iteration 32Q: 3 clusters Score -638183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -638185.375000 Penalty: 4354.583984
	Iteration 33Q: 3 clusters Score -638185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -638186.312500 Penalty: 4354.583984
	Iteration 34Q: 3 clusters Score -638186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -638190.000000 Penalty: 4354.583984
	Iteration 35Q: 3 clusters Score -638190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -638193.250000 Penalty: 4354.583984
	Iteration 36Q: 3 clusters Score -638193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -638200.500000 Penalty: 4354.583984
	Iteration 37Q: 3 clusters Score -638200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -638202.250000 Penalty: 4354.583984
	Iteration 38Q: 3 clusters Score -638202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -638207.312500 Penalty: 4354.583984
	Iteration 39Q: 3 clusters Score -638207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -638211.375000 Penalty: 4354.583984
	Iteration 40F: 3 clusters Score -638211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -638213.937500 Penalty: 4354.583984
	Iteration 41Q: 3 clusters Score -638213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -638215.750000 Penalty: 4354.583984
	Iteration 42Q: 3 clusters Score -638215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -638217.812500 Penalty: 4354.583984
	Iteration 43Q: 3 clusters Score -638217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -638219.500000 Penalty: 4354.583984
	Iteration 44Q: 3 clusters Score -638219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -638218.625000 Penalty: 4354.583984
	Iteration 45Q: 3 clusters Score -638218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -638218.625000 Penalty: 4354.583984
	Iteration 46F: 3 clusters Score -638218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Entering Unmasked Estep 
Score: -5024134.000000 Penalty: 2685.512207
	Iteration 0F: 2 clusters Score -5024134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4990122.500000 Penalty: 5371.024414
	Iteration 0F: 3 clusters Score -4990122 nChanged 23279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -5003069.000000 Penalty: 5371.024414
	Iteration 1F: 3 clusters Score -5003069 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5003876.500000 Penalty: 5371.024414
	Iteration 2Q: 3 clusters Score -5003876 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -5004833.500000 Penalty: 5371.024414
	Iteration 3Q: 3 clusters Score -5004834 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5006009.000000 Penalty: 5371.024414
	Iteration 4F: 3 clusters Score -5006009 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5007662.500000 Penalty: 5371.024414
	Iteration 5F: 3 clusters Score -5007662 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5009858.000000 Penalty: 5371.024414
	Iteration 6F: 3 clusters Score -5009858 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -5012324.500000 Penalty: 5371.024414
	Iteration 7F: 3 clusters Score -5012324 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -5014852.500000 Penalty: 5371.024414
	Iteration 8F: 3 clusters Score -5014852 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5017285.500000 Penalty: 5371.024414
	Iteration 9F: 3 clusters Score -5017286 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5019322.500000 Penalty: 5371.024414
	Iteration 10Q: 3 clusters Score -5019322 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5020508.500000 Penalty: 5371.024414
	Iteration 11Q: 3 clusters Score -5020508 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5021125.000000 Penalty: 5371.024414
	Iteration 12Q: 3 clusters Score -5021125 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5021454.500000 Penalty: 5371.024414
	Iteration 13Q: 3 clusters Score -5021454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5021586.500000 Penalty: 5371.024414
	Iteration 14Q: 3 clusters Score -5021586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5021651.500000 Penalty: 5371.024414
	Iteration 15Q: 3 clusters Score -5021652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5021679.000000 Penalty: 5371.024414
	Iteration 16Q: 3 clusters Score -5021679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5021700.000000 Penalty: 5371.024414
	Iteration 17Q: 3 clusters Score -5021700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5021718.500000 Penalty: 5371.024414
	Iteration 18Q: 3 clusters Score -5021718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5021730.500000 Penalty: 5371.024414
	Iteration 19Q: 3 clusters Score -5021730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5021737.500000 Penalty: 5371.024414
	Iteration 20F: 3 clusters Score -5021738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5021739.500000 Penalty: 5371.024414
	Iteration 21Q: 3 clusters Score -5021740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5021741.500000 Penalty: 5371.024414
	Iteration 22Q: 3 clusters Score -5021742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5021750.500000 Penalty: 5371.024414
	Iteration 23Q: 3 clusters Score -5021750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5021749.000000 Penalty: 5371.024414
	Iteration 24Q: 3 clusters Score -5021749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5021747.000000 Penalty: 5371.024414
	Iteration 25Q: 3 clusters Score -5021747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5021748.000000 Penalty: 5371.024414
	Iteration 26Q: 3 clusters Score -5021748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5021756.000000 Penalty: 5371.024414
	Iteration 27Q: 3 clusters Score -5021756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5021758.000000 Penalty: 5371.024414
	Iteration 28Q: 3 clusters Score -5021758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5021764.000000 Penalty: 5371.024414
	Iteration 29Q: 3 clusters Score -5021764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5021757.500000 Penalty: 5371.024414
	Iteration 30Q: 3 clusters Score -5021758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5021760.500000 Penalty: 5371.024414
	Iteration 31Q: 3 clusters Score -5021760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5021761.500000 Penalty: 5371.024414
	Iteration 32Q: 3 clusters Score -5021762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5021765.000000 Penalty: 5371.024414
	Iteration 33Q: 3 clusters Score -5021765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5021765.000000 Penalty: 5371.024414
	Iteration 34F: 3 clusters Score -5021765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -506884.093750 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -506884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -502237.906250 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -502237.9 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -503510.062500 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -503510.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -503741.968750 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -503742 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -503942.906250 Penalty: 4250.425781
	Iteration 3F: 3 clusters Score -503942.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -504235.812500 Penalty: 4250.425781
	Iteration 4F: 3 clusters Score -504235.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -504846.562500 Penalty: 4250.425781
	Iteration 5F: 3 clusters Score -504846.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -505660.593750 Penalty: 4250.425781
	Iteration 6F: 3 clusters Score -505660.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -506078.875000 Penalty: 4250.425781
	Iteration 7F: 3 clusters Score -506078.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -506226.625000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -506226.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -506307.750000 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -506307.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -506365.406250 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -506365.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -506398.906250 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -506398.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -506418.875000 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -506418.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -506424.937500 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -506424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -506429.156250 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -506429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -506434.031250 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -506434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -506439.125000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -506439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -506446.312500 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -506446.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -506448.562500 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -506448.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -506454.812500 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -506454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -506462.343750 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -506462.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -506474.187500 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -506474.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -506479.468750 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -506479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -506489.843750 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -506489.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -506498.375000 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -506498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -506504.468750 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -506504.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -506513.312500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -506513.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -506520.968750 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -506521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -506522.812500 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -506522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -506524.375000 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -506524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -506527.187500 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -506527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -506527.187500 Penalty: 4250.425781
	Iteration 31F: 3 clusters Score -506527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -101797.992188 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -101798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99718.000000 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -99718 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100078.421875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -100078.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100194.132812 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -100194.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100254.015625 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -100254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -100303.492188 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -100303.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100330.117188 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -100330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -100361.296875 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -100361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -100405.507812 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -100405.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100428.054688 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -100428.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100441.648438 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -100441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100445.875000 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -100445.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -100452.289062 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -100452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -100452.632812 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -100452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -100453.937500 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -100453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -100453.937500 Penalty: 3523.655518
	Iteration 14F: 3 clusters Score -100453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -923624.250000 Penalty: 2294.938232
	Iteration 0F: 2 clusters Score -923624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -915692.125000 Penalty: 4589.876465
	Iteration 0F: 3 clusters Score -915692.1 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -918192.937500 Penalty: 4589.876465
	Iteration 1F: 3 clusters Score -918192.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -918518.062500 Penalty: 4589.876465
	Iteration 2F: 3 clusters Score -918518.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -918738.250000 Penalty: 4589.876465
	Iteration 3Q: 3 clusters Score -918738.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -918885.562500 Penalty: 4589.876465
	Iteration 4Q: 3 clusters Score -918885.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -919007.625000 Penalty: 4589.876465
	Iteration 5Q: 3 clusters Score -919007.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -919125.562500 Penalty: 4589.876465
	Iteration 6Q: 3 clusters Score -919125.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -919235.562500 Penalty: 4589.876465
	Iteration 7Q: 3 clusters Score -919235.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -919346.187500 Penalty: 4589.876465
	Iteration 8Q: 3 clusters Score -919346.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -919455.687500 Penalty: 4589.876465
	Iteration 9Q: 3 clusters Score -919455.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -919570.625000 Penalty: 4589.876465
	Iteration 10Q: 3 clusters Score -919570.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -919678.625000 Penalty: 4589.876465
	Iteration 11Q: 3 clusters Score -919678.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -919772.437500 Penalty: 4589.876465
	Iteration 12Q: 3 clusters Score -919772.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -919859.000000 Penalty: 4589.876465
	Iteration 13Q: 3 clusters Score -919859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -919944.437500 Penalty: 4589.876465
	Iteration 14Q: 3 clusters Score -919944.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -920022.250000 Penalty: 4589.876465
	Iteration 15Q: 3 clusters Score -920022.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -920106.687500 Penalty: 4589.876465
	Iteration 16Q: 3 clusters Score -920106.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -920200.875000 Penalty: 4589.876465
	Iteration 17Q: 3 clusters Score -920200.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -920301.625000 Penalty: 4589.876465
	Iteration 18Q: 3 clusters Score -920301.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -920380.562500 Penalty: 4589.876465
	Iteration 19Q: 3 clusters Score -920380.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -920441.562500 Penalty: 4589.876465
	Iteration 20F: 3 clusters Score -920441.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -920501.625000 Penalty: 4589.876465
	Iteration 21Q: 3 clusters Score -920501.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -920557.500000 Penalty: 4589.876465
	Iteration 22Q: 3 clusters Score -920557.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -920590.687500 Penalty: 4589.876465
	Iteration 23Q: 3 clusters Score -920590.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -920615.937500 Penalty: 4589.876465
	Iteration 24Q: 3 clusters Score -920615.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -920638.062500 Penalty: 4589.876465
	Iteration 25Q: 3 clusters Score -920638.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -920653.437500 Penalty: 4589.876465
	Iteration 26Q: 3 clusters Score -920653.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -920661.062500 Penalty: 4589.876465
	Iteration 27Q: 3 clusters Score -920661.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -920667.500000 Penalty: 4589.876465
	Iteration 28Q: 3 clusters Score -920667.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -920679.000000 Penalty: 4589.876465
	Iteration 29Q: 3 clusters Score -920679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -920684.375000 Penalty: 4589.876465
	Iteration 30Q: 3 clusters Score -920684.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -920689.500000 Penalty: 4589.876465
	Iteration 31Q: 3 clusters Score -920689.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -920694.312500 Penalty: 4589.876465
	Iteration 32Q: 3 clusters Score -920694.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -920701.000000 Penalty: 4589.876465
	Iteration 33Q: 3 clusters Score -920701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -920703.687500 Penalty: 4589.876465
	Iteration 34Q: 3 clusters Score -920703.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -920707.937500 Penalty: 4589.876465
	Iteration 35Q: 3 clusters Score -920707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -920713.937500 Penalty: 4589.876465
	Iteration 36Q: 3 clusters Score -920713.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -920720.437500 Penalty: 4589.876465
	Iteration 37Q: 3 clusters Score -920720.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -920724.000000 Penalty: 4589.876465
	Iteration 38Q: 3 clusters Score -920724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -920728.625000 Penalty: 4589.876465
	Iteration 39Q: 3 clusters Score -920728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -920733.500000 Penalty: 4589.876465
	Iteration 40F: 3 clusters Score -920733.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -920735.812500 Penalty: 4589.876465
	Iteration 41Q: 3 clusters Score -920735.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -920740.812500 Penalty: 4589.876465
	Iteration 42Q: 3 clusters Score -920740.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -920746.750000 Penalty: 4589.876465
	Iteration 43Q: 3 clusters Score -920746.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -920748.125000 Penalty: 4589.876465
	Iteration 44Q: 3 clusters Score -920748.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -920748.187500 Penalty: 4589.876465
	Iteration 45Q: 3 clusters Score -920748.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -920752.812500 Penalty: 4589.876465
	Iteration 46Q: 3 clusters Score -920752.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -920757.125000 Penalty: 4589.876465
	Iteration 47Q: 3 clusters Score -920757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -920759.500000 Penalty: 4589.876465
	Iteration 48Q: 3 clusters Score -920759.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -920760.062500 Penalty: 4589.876465
	Iteration 49Q: 3 clusters Score -920760.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -920767.312500 Penalty: 4589.876465
	Iteration 50Q: 3 clusters Score -920767.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -920774.312500 Penalty: 4589.876465
	Iteration 51Q: 3 clusters Score -920774.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -920778.750000 Penalty: 4589.876465
	Iteration 52Q: 3 clusters Score -920778.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -920788.312500 Penalty: 4589.876465
	Iteration 53Q: 3 clusters Score -920788.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -920797.000000 Penalty: 4589.876465
	Iteration 54Q: 3 clusters Score -920797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -920806.750000 Penalty: 4589.876465
	Iteration 55Q: 3 clusters Score -920806.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -920812.937500 Penalty: 4589.876465
	Iteration 56Q: 3 clusters Score -920812.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -920822.875000 Penalty: 4589.876465
	Iteration 57Q: 3 clusters Score -920822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -920829.562500 Penalty: 4589.876465
	Iteration 58Q: 3 clusters Score -920829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -920834.375000 Penalty: 4589.876465
	Iteration 59Q: 3 clusters Score -920834.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -920838.750000 Penalty: 4589.876465
	Iteration 60F: 3 clusters Score -920838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -920842.062500 Penalty: 4589.876465
	Iteration 61Q: 3 clusters Score -920842.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -920845.375000 Penalty: 4589.876465
	Iteration 62Q: 3 clusters Score -920845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -920843.437500 Penalty: 4589.876465
	Iteration 63Q: 3 clusters Score -920843.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -920846.750000 Penalty: 4589.876465
	Iteration 64Q: 3 clusters Score -920846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -920846.187500 Penalty: 4589.876465
	Iteration 65Q: 3 clusters Score -920846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -920846.562500 Penalty: 4589.876465
	Iteration 66Q: 3 clusters Score -920846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -920847.000000 Penalty: 4589.876465
	Iteration 67Q: 3 clusters Score -920847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -920846.812500 Penalty: 4589.876465
	Iteration 68Q: 3 clusters Score -920846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -920846.000000 Penalty: 4589.876465
	Iteration 69Q: 3 clusters Score -920846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -920846.000000 Penalty: 4589.876465
	Iteration 70Q: 3 clusters Score -920846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -920846.000000 Penalty: 4589.876465
	Iteration 71F: 3 clusters Score -920846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -411664.937500 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -411664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -407611.687500 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -407611.7 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -408551.718750 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -408551.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -408777.437500 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -408777.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -408924.718750 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -408924.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -409034.187500 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -409034.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -409136.562500 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -409136.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -409229.468750 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -409229.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -409306.968750 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -409307 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -409373.656250 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -409373.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -409434.812500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -409434.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -409476.875000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -409476.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -409506.000000 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -409506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -409525.562500 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -409525.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -409545.531250 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -409545.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -409563.375000 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -409563.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -409578.156250 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -409578.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -409588.500000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -409588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -409597.812500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -409597.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -409612.187500 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -409612.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -409622.062500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -409622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -409627.437500 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -409627.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -409634.468750 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -409634.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -409639.968750 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -409640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -409642.406250 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -409642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -409645.593750 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -409645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -409646.968750 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -409647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -409648.625000 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -409648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -409651.406250 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -409651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -409652.343750 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -409652.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -409654.656250 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -409654.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -409659.281250 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -409659.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -409662.000000 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -409662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -409663.437500 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -409663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -409664.843750 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -409664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -409665.812500 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -409665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -409668.718750 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -409668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -409671.000000 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -409671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -409672.125000 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -409672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -409673.687500 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -409673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -409673.593750 Penalty: 4149.834961
	Iteration 39Q: 3 clusters Score -409673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -409673.593750 Penalty: 4149.834961
	Iteration 40F: 3 clusters Score -409673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (55559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Entering Unmasked Estep 
Score: -5324252.000000 Penalty: 2709.449707
	Iteration 0F: 2 clusters Score -5324252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5286912.500000 Penalty: 5418.899414
	Iteration 0F: 3 clusters Score -5286912 nChanged 25806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -5301401.500000 Penalty: 5418.899414
	Iteration 1F: 3 clusters Score -5301402 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -5302141.500000 Penalty: 5418.899414
	Iteration 2Q: 3 clusters Score -5302142 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -5303072.000000 Penalty: 5418.899414
	Iteration 3Q: 3 clusters Score -5303072 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5304180.500000 Penalty: 5418.899414
	Iteration 4Q: 3 clusters Score -5304180 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5305663.000000 Penalty: 5418.899414
	Iteration 5Q: 3 clusters Score -5305663 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5307576.500000 Penalty: 5418.899414
	Iteration 6F: 3 clusters Score -5307576 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5309960.000000 Penalty: 5418.899414
	Iteration 7F: 3 clusters Score -5309960 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5312548.000000 Penalty: 5418.899414
	Iteration 8F: 3 clusters Score -5312548 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -5315073.000000 Penalty: 5418.899414
	Iteration 9F: 3 clusters Score -5315073 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -5317268.000000 Penalty: 5418.899414
	Iteration 10F: 3 clusters Score -5317268 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5318804.000000 Penalty: 5418.899414
	Iteration 11Q: 3 clusters Score -5318804 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5319928.500000 Penalty: 5418.899414
	Iteration 12Q: 3 clusters Score -5319928 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5320659.000000 Penalty: 5418.899414
	Iteration 13Q: 3 clusters Score -5320659 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5321101.500000 Penalty: 5418.899414
	Iteration 14Q: 3 clusters Score -5321102 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5321399.500000 Penalty: 5418.899414
	Iteration 15Q: 3 clusters Score -5321400 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5321559.000000 Penalty: 5418.899414
	Iteration 16Q: 3 clusters Score -5321559 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5321662.000000 Penalty: 5418.899414
	Iteration 17Q: 3 clusters Score -5321662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5321724.500000 Penalty: 5418.899414
	Iteration 18Q: 3 clusters Score -5321724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5321792.500000 Penalty: 5418.899414
	Iteration 19Q: 3 clusters Score -5321792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5321823.500000 Penalty: 5418.899414
	Iteration 20F: 3 clusters Score -5321824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5321870.500000 Penalty: 5418.899414
	Iteration 21Q: 3 clusters Score -5321870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5321902.500000 Penalty: 5418.899414
	Iteration 22Q: 3 clusters Score -5321902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5321939.000000 Penalty: 5418.899414
	Iteration 23Q: 3 clusters Score -5321939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5321953.500000 Penalty: 5418.899414
	Iteration 24Q: 3 clusters Score -5321954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5321975.000000 Penalty: 5418.899414
	Iteration 25Q: 3 clusters Score -5321975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5321986.000000 Penalty: 5418.899414
	Iteration 26Q: 3 clusters Score -5321986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5322001.500000 Penalty: 5418.899414
	Iteration 27Q: 3 clusters Score -5322002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5322013.000000 Penalty: 5418.899414
	Iteration 28Q: 3 clusters Score -5322013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5322020.500000 Penalty: 5418.899414
	Iteration 29Q: 3 clusters Score -5322020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5322028.500000 Penalty: 5418.899414
	Iteration 30Q: 3 clusters Score -5322028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5322033.500000 Penalty: 5418.899414
	Iteration 31Q: 3 clusters Score -5322034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5322037.500000 Penalty: 5418.899414
	Iteration 32Q: 3 clusters Score -5322038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5322037.000000 Penalty: 5418.899414
	Iteration 33Q: 3 clusters Score -5322037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5322037.000000 Penalty: 5418.899414
	Iteration 34Q: 3 clusters Score -5322037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5322046.000000 Penalty: 5418.899414
	Iteration 35Q: 3 clusters Score -5322046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5322048.500000 Penalty: 5418.899414
	Iteration 36Q: 3 clusters Score -5322048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5322049.500000 Penalty: 5418.899414
	Iteration 37Q: 3 clusters Score -5322050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5322050.500000 Penalty: 5418.899414
	Iteration 38Q: 3 clusters Score -5322050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5322047.000000 Penalty: 5418.899414
	Iteration 39Q: 3 clusters Score -5322047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5322050.500000 Penalty: 5418.899414
	Iteration 40F: 3 clusters Score -5322050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Entering Unmasked Estep 
Score: -2186470.500000 Penalty: 2486.407715
	Iteration 0F: 2 clusters Score -2186470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2170805.500000 Penalty: 4972.815430
	Iteration 0F: 3 clusters Score -2170806 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2176327.000000 Penalty: 4972.815430
	Iteration 1F: 3 clusters Score -2176327 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2176846.250000 Penalty: 4972.815430
	Iteration 2F: 3 clusters Score -2176846 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2177310.500000 Penalty: 4972.815430
	Iteration 3Q: 3 clusters Score -2177310 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2177755.500000 Penalty: 4972.815430
	Iteration 4Q: 3 clusters Score -2177756 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2178313.500000 Penalty: 4972.815430
	Iteration 5Q: 3 clusters Score -2178314 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2178991.750000 Penalty: 4972.815430
	Iteration 6Q: 3 clusters Score -2178992 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2179694.750000 Penalty: 4972.815430
	Iteration 7Q: 3 clusters Score -2179695 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2180508.750000 Penalty: 4972.815430
	Iteration 8Q: 3 clusters Score -2180509 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2181370.750000 Penalty: 4972.815430
	Iteration 9Q: 3 clusters Score -2181371 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2182189.250000 Penalty: 4972.815430
	Iteration 10Q: 3 clusters Score -2182189 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2182855.750000 Penalty: 4972.815430
	Iteration 11Q: 3 clusters Score -2182856 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2183404.750000 Penalty: 4972.815430
	Iteration 12Q: 3 clusters Score -2183405 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2183854.250000 Penalty: 4972.815430
	Iteration 13Q: 3 clusters Score -2183854 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2184191.000000 Penalty: 4972.815430
	Iteration 14Q: 3 clusters Score -2184191 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2184469.250000 Penalty: 4972.815430
	Iteration 15Q: 3 clusters Score -2184469 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2184667.500000 Penalty: 4972.815430
	Iteration 16Q: 3 clusters Score -2184668 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2184885.750000 Penalty: 4972.815430
	Iteration 17Q: 3 clusters Score -2184886 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2185019.250000 Penalty: 4972.815430
	Iteration 18Q: 3 clusters Score -2185019 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2185110.500000 Penalty: 4972.815430
	Iteration 19Q: 3 clusters Score -2185110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2185154.250000 Penalty: 4972.815430
	Iteration 20F: 3 clusters Score -2185154 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2185199.500000 Penalty: 4972.815430
	Iteration 21Q: 3 clusters Score -2185200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2185225.500000 Penalty: 4972.815430
	Iteration 22Q: 3 clusters Score -2185226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2185247.000000 Penalty: 4972.815430
	Iteration 23Q: 3 clusters Score -2185247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2185272.500000 Penalty: 4972.815430
	Iteration 24Q: 3 clusters Score -2185272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2185288.750000 Penalty: 4972.815430
	Iteration 25Q: 3 clusters Score -2185289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2185298.750000 Penalty: 4972.815430
	Iteration 26Q: 3 clusters Score -2185299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2185308.250000 Penalty: 4972.815430
	Iteration 27Q: 3 clusters Score -2185308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2185313.750000 Penalty: 4972.815430
	Iteration 28Q: 3 clusters Score -2185314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2185325.750000 Penalty: 4972.815430
	Iteration 29Q: 3 clusters Score -2185326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2185332.000000 Penalty: 4972.815430
	Iteration 30Q: 3 clusters Score -2185332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2185336.000000 Penalty: 4972.815430
	Iteration 31Q: 3 clusters Score -2185336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2185344.250000 Penalty: 4972.815430
	Iteration 32Q: 3 clusters Score -2185344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2185349.250000 Penalty: 4972.815430
	Iteration 33Q: 3 clusters Score -2185349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2185353.000000 Penalty: 4972.815430
	Iteration 34Q: 3 clusters Score -2185353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2185361.750000 Penalty: 4972.815430
	Iteration 35Q: 3 clusters Score -2185362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2185360.500000 Penalty: 4972.815430
	Iteration 36Q: 3 clusters Score -2185360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2185364.250000 Penalty: 4972.815430
	Iteration 37Q: 3 clusters Score -2185364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2185370.000000 Penalty: 4972.815430
	Iteration 38Q: 3 clusters Score -2185370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2185374.500000 Penalty: 4972.815430
	Iteration 39Q: 3 clusters Score -2185374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2185379.000000 Penalty: 4972.815430
	Iteration 40F: 3 clusters Score -2185379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2185377.500000 Penalty: 4972.815430
	Iteration 41Q: 3 clusters Score -2185378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2185375.750000 Penalty: 4972.815430
	Iteration 42Q: 3 clusters Score -2185376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2185382.250000 Penalty: 4972.815430
	Iteration 43Q: 3 clusters Score -2185382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2185380.250000 Penalty: 4972.815430
	Iteration 44Q: 3 clusters Score -2185380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2185382.500000 Penalty: 4972.815430
	Iteration 45Q: 3 clusters Score -2185382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2185386.250000 Penalty: 4972.815430
	Iteration 46Q: 3 clusters Score -2185386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2185383.500000 Penalty: 4972.815430
	Iteration 47Q: 3 clusters Score -2185384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2185382.750000 Penalty: 4972.815430
	Iteration 48Q: 3 clusters Score -2185383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2185382.500000 Penalty: 4972.815430
	Iteration 49Q: 3 clusters Score -2185382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2185384.000000 Penalty: 4972.815430
	Iteration 50Q: 3 clusters Score -2185384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2185382.750000 Penalty: 4972.815430
	Iteration 51Q: 3 clusters Score -2185383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2185381.750000 Penalty: 4972.815430
	Iteration 52Q: 3 clusters Score -2185382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2185382.000000 Penalty: 4972.815430
	Iteration 53Q: 3 clusters Score -2185382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2185382.000000 Penalty: 4972.815430
	Iteration 54F: 3 clusters Score -2185382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -159731.015625 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -159731 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 886 members 
Entering Unmasked Estep 
Score: -157282.906250 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -157282.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -157710.734375 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -157710.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157854.031250 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -157854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -157927.265625 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -157927.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -157977.890625 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -157977.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158015.671875 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -158015.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -158055.656250 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -158055.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -158092.921875 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -158092.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -158126.812500 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -158126.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158166.593750 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -158166.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -158194.265625 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -158194.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -158227.406250 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -158227.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -158256.921875 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -158256.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -158281.125000 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -158281.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -158303.031250 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -158303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -158316.062500 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -158316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -158325.890625 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -158325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -158342.812500 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -158342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -158384.593750 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -158384.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -158464.421875 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -158464.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -158658.234375 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -158658.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -158808.953125 Penalty: 3702.680908
	Iteration 21Q: 3 clusters Score -158809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -158929.281250 Penalty: 3702.680908
	Iteration 22Q: 3 clusters Score -158929.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -159043.000000 Penalty: 3702.680908
	Iteration 23Q: 3 clusters Score -159043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -159152.703125 Penalty: 3702.680908
	Iteration 24Q: 3 clusters Score -159152.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -159280.359375 Penalty: 3702.680908
	Iteration 25Q: 3 clusters Score -159280.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -159358.203125 Penalty: 3702.680908
	Iteration 26Q: 3 clusters Score -159358.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159407.515625 Penalty: 3702.680908
	Iteration 27Q: 3 clusters Score -159407.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -159427.921875 Penalty: 3702.680908
	Iteration 28Q: 3 clusters Score -159427.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159451.281250 Penalty: 3702.680908
	Iteration 29Q: 3 clusters Score -159451.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159477.187500 Penalty: 3702.680908
	Iteration 30Q: 3 clusters Score -159477.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159493.906250 Penalty: 3702.680908
	Iteration 31Q: 3 clusters Score -159493.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159519.484375 Penalty: 3702.680908
	Iteration 32Q: 3 clusters Score -159519.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159548.734375 Penalty: 3702.680908
	Iteration 33Q: 3 clusters Score -159548.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159596.015625 Penalty: 3702.680908
	Iteration 34Q: 3 clusters Score -159596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159645.125000 Penalty: 3702.680908
	Iteration 35Q: 3 clusters Score -159645.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159776.468750 Penalty: 3702.680908
	Iteration 36Q: 3 clusters Score -159776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159960.484375 Penalty: 3702.680908
	Iteration 37Q: 3 clusters Score -159960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160032.593750 Penalty: 3702.680908
	Iteration 38Q: 3 clusters Score -160032.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160032.593750 Penalty: 3702.680908
	Iteration 39F: 3 clusters Score -160032.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1195 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8853 members 
Mstep: Class 60 contains 7120 members 
Mstep: Class 61 contains 551 members 
Entering Unmasked Estep 
Score: -84136680.000000 Penalty: 207598.437500
Splitting cluster 50 changes total score from -84137688.000000 to -84136680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -109213.867188 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -109213.9 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 581 members 
Entering Unmasked Estep 
Score: -107157.187500 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -107157.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -107443.468750 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -107443.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -107531.914062 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -107531.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107574.718750 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -107574.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107592.765625 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -107592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -107606.906250 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -107606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -107616.585938 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -107616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107621.367188 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -107621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107626.523438 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -107626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107631.093750 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -107631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -107636.187500 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -107636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -107638.453125 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -107638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107640.062500 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -107640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107643.523438 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -107643.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -107652.296875 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -107652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -107655.843750 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -107655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107661.398438 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -107661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107666.125000 Penalty: 3499.007080
	Iteration 17Q: 3 clusters Score -107666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -107675.687500 Penalty: 3499.007080
	Iteration 18Q: 3 clusters Score -107675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107684.828125 Penalty: 3499.007080
	Iteration 19Q: 3 clusters Score -107684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -107687.640625 Penalty: 3499.007080
	Iteration 20F: 3 clusters Score -107687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -107689.359375 Penalty: 3499.007080
	Iteration 21Q: 3 clusters Score -107689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -107693.750000 Penalty: 3499.007080
	Iteration 22Q: 3 clusters Score -107693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -107703.656250 Penalty: 3499.007080
	Iteration 23Q: 3 clusters Score -107703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -107715.406250 Penalty: 3499.007080
	Iteration 24Q: 3 clusters Score -107715.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -107732.320312 Penalty: 3499.007080
	Iteration 25Q: 3 clusters Score -107732.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -107743.984375 Penalty: 3499.007080
	Iteration 26Q: 3 clusters Score -107744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -107755.000000 Penalty: 3499.007080
	Iteration 27Q: 3 clusters Score -107755 nChanged 8
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: -107764.125000 Penalty: 3499.007080
	Iteration 28Q: 3 clusters Score -107764.1 nChanged 7
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: -107775.382812 Penalty: 3499.007080
	Iteration 29Q: 3 clusters Score -107775.4 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: -107776.929688 Penalty: 3499.007080
	Iteration 30Q: 3 clusters Score -107776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107777.140625 Penalty: 3499.007080
	Iteration 31Q: 3 clusters Score -107777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107777.140625 Penalty: 3499.007080
	Iteration 32F: 3 clusters Score -107777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -333974.687500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -333974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -329809.812500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -329809.8 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -331138.625000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -331138.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -331619.250000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -331619.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331937.718750 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -331937.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -332136.843750 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -332136.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -332260.781250 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -332260.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -332358.406250 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -332358.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -332413.906250 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -332413.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -332450.562500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -332450.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -332470.500000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -332470.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -332485.406250 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -332485.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -332496.468750 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -332496.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -332506.437500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -332506.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -332523.250000 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -332523.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -332536.218750 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -332536.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -332549.937500 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -332549.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332565.250000 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -332565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -332585.968750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -332586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -332606.906250 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -332606.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -332630.218750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -332630.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -332657.968750 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -332658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -332690.218750 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -332690.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -332724.281250 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -332724.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -332762.906250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -332762.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -332803.406250 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -332803.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -332852.218750 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -332852.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -332919.468750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -332919.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -333008.906250 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -333008.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -333074.187500 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -333074.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -333129.593750 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -333129.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -333187.125000 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -333187.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -333252.906250 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -333252.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -333304.312500 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -333304.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -333354.156250 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -333354.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -333399.312500 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -333399.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -333435.375000 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -333435.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -333466.656250 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -333466.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -333490.406250 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -333490.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -333507.937500 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -333507.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -333523.656250 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -333523.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -333542.406250 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -333542.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -333561.218750 Penalty: 4168.062988
	Iteration 41Q: 3 clusters Score -333561.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -333583.750000 Penalty: 4168.062988
	Iteration 42Q: 3 clusters Score -333583.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -333604.468750 Penalty: 4168.062988
	Iteration 43Q: 3 clusters Score -333604.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -333619.125000 Penalty: 4168.062988
	Iteration 44Q: 3 clusters Score -333619.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -333636.031250 Penalty: 4168.062988
	Iteration 45Q: 3 clusters Score -333636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -333655.125000 Penalty: 4168.062988
	Iteration 46Q: 3 clusters Score -333655.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -333672.968750 Penalty: 4168.062988
	Iteration 47Q: 3 clusters Score -333673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -333696.218750 Penalty: 4168.062988
	Iteration 48Q: 3 clusters Score -333696.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -333721.031250 Penalty: 4168.062988
	Iteration 49Q: 3 clusters Score -333721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -333739.281250 Penalty: 4168.062988
	Iteration 50Q: 3 clusters Score -333739.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -333756.000000 Penalty: 4168.062988
	Iteration 51Q: 3 clusters Score -333756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -333770.843750 Penalty: 4168.062988
	Iteration 52Q: 3 clusters Score -333770.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -333782.031250 Penalty: 4168.062988
	Iteration 53Q: 3 clusters Score -333782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -333802.000000 Penalty: 4168.062988
	Iteration 54Q: 3 clusters Score -333802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -333821.562500 Penalty: 4168.062988
	Iteration 55Q: 3 clusters Score -333821.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -333837.500000 Penalty: 4168.062988
	Iteration 56Q: 3 clusters Score -333837.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -333851.593750 Penalty: 4168.062988
	Iteration 57Q: 3 clusters Score -333851.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -333864.687500 Penalty: 4168.062988
	Iteration 58Q: 3 clusters Score -333864.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -333875.343750 Penalty: 4168.062988
	Iteration 59Q: 3 clusters Score -333875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -333892.281250 Penalty: 4168.062988
	Iteration 60F: 3 clusters Score -333892.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -333914.312500 Penalty: 4168.062988
	Iteration 61Q: 3 clusters Score -333914.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -333931.625000 Penalty: 4168.062988
	Iteration 62Q: 3 clusters Score -333931.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -333947.687500 Penalty: 4168.062988
	Iteration 63Q: 3 clusters Score -333947.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -333956.468750 Penalty: 4168.062988
	Iteration 64Q: 3 clusters Score -333956.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -333966.437500 Penalty: 4168.062988
	Iteration 65Q: 3 clusters Score -333966.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -333982.687500 Penalty: 4168.062988
	Iteration 66Q: 3 clusters Score -333982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -333993.031250 Penalty: 4168.062988
	Iteration 67Q: 3 clusters Score -333993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -334001.281250 Penalty: 4168.062988
	Iteration 68Q: 3 clusters Score -334001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -334006.125000 Penalty: 4168.062988
	Iteration 69Q: 3 clusters Score -334006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -334009.125000 Penalty: 4168.062988
	Iteration 70Q: 3 clusters Score -334009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -334013.031250 Penalty: 4168.062988
	Iteration 71Q: 3 clusters Score -334013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -334019.812500 Penalty: 4168.062988
	Iteration 72Q: 3 clusters Score -334019.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -334029.187500 Penalty: 4168.062988
	Iteration 73Q: 3 clusters Score -334029.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -334038.625000 Penalty: 4168.062988
	Iteration 74Q: 3 clusters Score -334038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -334044.875000 Penalty: 4168.062988
	Iteration 75Q: 3 clusters Score -334044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -334053.937500 Penalty: 4168.062988
	Iteration 76Q: 3 clusters Score -334053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -334061.031250 Penalty: 4168.062988
	Iteration 77Q: 3 clusters Score -334061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -334071.375000 Penalty: 4168.062988
	Iteration 78Q: 3 clusters Score -334071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -334083.156250 Penalty: 4168.062988
	Iteration 79Q: 3 clusters Score -334083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -334096.906250 Penalty: 4168.062988
	Iteration 80F: 3 clusters Score -334096.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -334116.687500 Penalty: 4168.062988
	Iteration 81Q: 3 clusters Score -334116.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -334125.718750 Penalty: 4168.062988
	Iteration 82Q: 3 clusters Score -334125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -334133.625000 Penalty: 4168.062988
	Iteration 83Q: 3 clusters Score -334133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -334138.093750 Penalty: 4168.062988
	Iteration 84Q: 3 clusters Score -334138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -334143.062500 Penalty: 4168.062988
	Iteration 85Q: 3 clusters Score -334143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -334147.125000 Penalty: 4168.062988
	Iteration 86Q: 3 clusters Score -334147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -334152.500000 Penalty: 4168.062988
	Iteration 87Q: 3 clusters Score -334152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -334155.875000 Penalty: 4168.062988
	Iteration 88Q: 3 clusters Score -334155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -334157.531250 Penalty: 4168.062988
	Iteration 89Q: 3 clusters Score -334157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -334161.031250 Penalty: 4168.062988
	Iteration 90Q: 3 clusters Score -334161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -334161.687500 Penalty: 4168.062988
	Iteration 91Q: 3 clusters Score -334161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -334161.687500 Penalty: 4168.062988
	Iteration 92F: 3 clusters Score -334161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 668 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8853 members 
Mstep: Class 60 contains 7120 members 
Mstep: Class 61 contains 3794 members 
Entering Unmasked Estep 
Score: -84136608.000000 Penalty: 207598.437500
Splitting cluster 52 changes total score from -84137688.000000 to -84136608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -218046.828125 Penalty: 1923.854736
	Iteration 0F: 2 clusters Score -218046.8 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 1176 members 
Entering Unmasked Estep 
Score: -215260.687500 Penalty: 3847.709473
	Iteration 0F: 3 clusters Score -215260.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -215814.390625 Penalty: 3847.709473
	Iteration 1F: 3 clusters Score -215814.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215933.531250 Penalty: 3847.709473
	Iteration 2F: 3 clusters Score -215933.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -216036.406250 Penalty: 3847.709473
	Iteration 3Q: 3 clusters Score -216036.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -216112.609375 Penalty: 3847.709473
	Iteration 4Q: 3 clusters Score -216112.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -216179.218750 Penalty: 3847.709473
	Iteration 5Q: 3 clusters Score -216179.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -216251.234375 Penalty: 3847.709473
	Iteration 6Q: 3 clusters Score -216251.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -216316.687500 Penalty: 3847.709473
	Iteration 7Q: 3 clusters Score -216316.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -216381.796875 Penalty: 3847.709473
	Iteration 8Q: 3 clusters Score -216381.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216433.125000 Penalty: 3847.709473
	Iteration 9Q: 3 clusters Score -216433.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -216488.296875 Penalty: 3847.709473
	Iteration 10Q: 3 clusters Score -216488.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -216536.343750 Penalty: 3847.709473
	Iteration 11Q: 3 clusters Score -216536.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -216601.203125 Penalty: 3847.709473
	Iteration 12Q: 3 clusters Score -216601.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -216682.453125 Penalty: 3847.709473
	Iteration 13Q: 3 clusters Score -216682.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216749.687500 Penalty: 3847.709473
	Iteration 14Q: 3 clusters Score -216749.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -216807.046875 Penalty: 3847.709473
	Iteration 15Q: 3 clusters Score -216807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -216875.562500 Penalty: 3847.709473
	Iteration 16Q: 3 clusters Score -216875.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -216991.500000 Penalty: 3847.709473
	Iteration 17Q: 3 clusters Score -216991.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217135.078125 Penalty: 3847.709473
	Iteration 18Q: 3 clusters Score -217135.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -217328.984375 Penalty: 3847.709473
	Iteration 19Q: 3 clusters Score -217329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -217579.375000 Penalty: 3847.709473
	Iteration 20F: 3 clusters Score -217579.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -217758.703125 Penalty: 3847.709473
	Iteration 21Q: 3 clusters Score -217758.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -217866.515625 Penalty: 3847.709473
	Iteration 22Q: 3 clusters Score -217866.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -217967.656250 Penalty: 3847.709473
	Iteration 23Q: 3 clusters Score -217967.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -218099.859375 Penalty: 3847.709473
	Iteration 24Q: 3 clusters Score -218099.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -218251.500000 Penalty: 3847.709473
	Iteration 25Q: 3 clusters Score -218251.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -218413.687500 Penalty: 3847.709473
	Iteration 26Q: 3 clusters Score -218413.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -218536.453125 Penalty: 3847.709473
	Iteration 27Q: 3 clusters Score -218536.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -218574.078125 Penalty: 3847.709473
	Iteration 28Q: 3 clusters Score -218574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -218577.343750 Penalty: 3847.709473
	Iteration 29Q: 3 clusters Score -218577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3847.709473
	Iteration 30Q: 3 clusters Score -218579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3847.709473
	Iteration 31F: 3 clusters Score -218579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 744 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8853 members 
Mstep: Class 60 contains 7120 members 
Mstep: Class 61 contains 1595 members 
Entering Unmasked Estep 
Score: -84136752.000000 Penalty: 207598.437500
Splitting cluster 53 changes total score from -84137688.000000 to -84136752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -261276.468750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -261276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -258188.531250 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -258188.5 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258801.281250 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -258801.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -258951.421875 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -258951.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -259063.343750 Penalty: 3930.878174
	Iteration 3Q: 3 clusters Score -259063.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -259150.343750 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -259150.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259217.500000 Penalty: 3930.878174
	Iteration 5Q: 3 clusters Score -259217.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259269.703125 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -259269.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -259316.218750 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -259316.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -259357.953125 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -259358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -259400.203125 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -259400.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -259436.171875 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -259436.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -259471.421875 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -259471.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -259504.562500 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -259504.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -259531.984375 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -259532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259556.125000 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -259556.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -259578.656250 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -259578.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -259605.703125 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -259605.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -259636.984375 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -259637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -259665.750000 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -259665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -259678.843750 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -259678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -259692.078125 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -259692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -259701.546875 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -259701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -259708.796875 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -259708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -259719.421875 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -259719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -259725.296875 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -259725.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -259732.781250 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -259732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -259736.937500 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -259736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -259738.500000 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -259738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -259740.203125 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -259740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -259743.718750 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -259743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -259746.312500 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -259746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -259747.437500 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -259747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -259750.859375 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -259750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -259755.718750 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -259755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -259757.312500 Penalty: 3930.878174
	Iteration 34Q: 3 clusters Score -259757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -259760.515625 Penalty: 3930.878174
	Iteration 35Q: 3 clusters Score -259760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -259764.421875 Penalty: 3930.878174
	Iteration 36Q: 3 clusters Score -259764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -259766.671875 Penalty: 3930.878174
	Iteration 37Q: 3 clusters Score -259766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -259768.156250 Penalty: 3930.878174
	Iteration 38Q: 3 clusters Score -259768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -259770.968750 Penalty: 3930.878174
	Iteration 39Q: 3 clusters Score -259771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -259775.281250 Penalty: 3930.878174
	Iteration 40F: 3 clusters Score -259775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -259779.609375 Penalty: 3930.878174
	Iteration 41Q: 3 clusters Score -259779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -259781.468750 Penalty: 3930.878174
	Iteration 42Q: 3 clusters Score -259781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -259783.140625 Penalty: 3930.878174
	Iteration 43Q: 3 clusters Score -259783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -259785.062500 Penalty: 3930.878174
	Iteration 44Q: 3 clusters Score -259785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -259786.984375 Penalty: 3930.878174
	Iteration 45Q: 3 clusters Score -259787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -259789.765625 Penalty: 3930.878174
	Iteration 46Q: 3 clusters Score -259789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -259793.281250 Penalty: 3930.878174
	Iteration 47Q: 3 clusters Score -259793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -259796.078125 Penalty: 3930.878174
	Iteration 48Q: 3 clusters Score -259796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -259801.328125 Penalty: 3930.878174
	Iteration 49Q: 3 clusters Score -259801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -259805.859375 Penalty: 3930.878174
	Iteration 50Q: 3 clusters Score -259805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -259806.937500 Penalty: 3930.878174
	Iteration 51Q: 3 clusters Score -259806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -259807.453125 Penalty: 3930.878174
	Iteration 52Q: 3 clusters Score -259807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -259807.453125 Penalty: 3930.878174
	Iteration 53F: 3 clusters Score -259807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Entering Unmasked Estep 
Score: -1436723.125000 Penalty: 2376.055420
	Iteration 0F: 2 clusters Score -1436723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1426219.250000 Penalty: 4752.110840
	Iteration 0F: 3 clusters Score -1426219 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1429503.875000 Penalty: 4752.110840
	Iteration 1F: 3 clusters Score -1429504 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1429955.125000 Penalty: 4752.110840
	Iteration 2F: 3 clusters Score -1429955 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1430351.125000 Penalty: 4752.110840
	Iteration 3F: 3 clusters Score -1430351 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1430677.000000 Penalty: 4752.110840
	Iteration 4Q: 3 clusters Score -1430677 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1430970.125000 Penalty: 4752.110840
	Iteration 5Q: 3 clusters Score -1430970 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1431237.125000 Penalty: 4752.110840
	Iteration 6Q: 3 clusters Score -1431237 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1431504.375000 Penalty: 4752.110840
	Iteration 7Q: 3 clusters Score -1431504 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1431744.125000 Penalty: 4752.110840
	Iteration 8Q: 3 clusters Score -1431744 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1431927.500000 Penalty: 4752.110840
	Iteration 9Q: 3 clusters Score -1431928 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1432086.125000 Penalty: 4752.110840
	Iteration 10Q: 3 clusters Score -1432086 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1432232.000000 Penalty: 4752.110840
	Iteration 11Q: 3 clusters Score -1432232 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1432373.375000 Penalty: 4752.110840
	Iteration 12Q: 3 clusters Score -1432373 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1432518.875000 Penalty: 4752.110840
	Iteration 13Q: 3 clusters Score -1432519 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1432673.125000 Penalty: 4752.110840
	Iteration 14Q: 3 clusters Score -1432673 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1432847.750000 Penalty: 4752.110840
	Iteration 15Q: 3 clusters Score -1432848 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1433131.125000 Penalty: 4752.110840
	Iteration 16Q: 3 clusters Score -1433131 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1433454.625000 Penalty: 4752.110840
	Iteration 17Q: 3 clusters Score -1433455 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1433813.125000 Penalty: 4752.110840
	Iteration 18Q: 3 clusters Score -1433813 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1434138.500000 Penalty: 4752.110840
	Iteration 19Q: 3 clusters Score -1434138 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1434362.500000 Penalty: 4752.110840
	Iteration 20F: 3 clusters Score -1434362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1434469.875000 Penalty: 4752.110840
	Iteration 21Q: 3 clusters Score -1434470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1434549.125000 Penalty: 4752.110840
	Iteration 22Q: 3 clusters Score -1434549 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1434591.750000 Penalty: 4752.110840
	Iteration 23Q: 3 clusters Score -1434592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1434623.125000 Penalty: 4752.110840
	Iteration 24Q: 3 clusters Score -1434623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1434653.750000 Penalty: 4752.110840
	Iteration 25Q: 3 clusters Score -1434654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1434662.750000 Penalty: 4752.110840
	Iteration 26Q: 3 clusters Score -1434663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1434670.625000 Penalty: 4752.110840
	Iteration 27Q: 3 clusters Score -1434671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1434675.000000 Penalty: 4752.110840
	Iteration 28Q: 3 clusters Score -1434675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1434679.000000 Penalty: 4752.110840
	Iteration 29Q: 3 clusters Score -1434679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1434679.500000 Penalty: 4752.110840
	Iteration 30Q: 3 clusters Score -1434680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1434684.625000 Penalty: 4752.110840
	Iteration 31Q: 3 clusters Score -1434685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1434689.250000 Penalty: 4752.110840
	Iteration 32Q: 3 clusters Score -1434689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1434688.875000 Penalty: 4752.110840
	Iteration 33Q: 3 clusters Score -1434689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1434692.250000 Penalty: 4752.110840
	Iteration 34Q: 3 clusters Score -1434692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1434693.750000 Penalty: 4752.110840
	Iteration 35Q: 3 clusters Score -1434694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1434696.625000 Penalty: 4752.110840
	Iteration 36Q: 3 clusters Score -1434697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1434698.625000 Penalty: 4752.110840
	Iteration 37Q: 3 clusters Score -1434699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1434698.000000 Penalty: 4752.110840
	Iteration 38Q: 3 clusters Score -1434698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1434699.250000 Penalty: 4752.110840
	Iteration 39Q: 3 clusters Score -1434699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1434698.875000 Penalty: 4752.110840
	Iteration 40F: 3 clusters Score -1434699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1434699.875000 Penalty: 4752.110840
	Iteration 41Q: 3 clusters Score -1434700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1434700.125000 Penalty: 4752.110840
	Iteration 42Q: 3 clusters Score -1434700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1434700.750000 Penalty: 4752.110840
	Iteration 43Q: 3 clusters Score -1434701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1434698.000000 Penalty: 4752.110840
	Iteration 44Q: 3 clusters Score -1434698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1434701.375000 Penalty: 4752.110840
	Iteration 45Q: 3 clusters Score -1434701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1434703.000000 Penalty: 4752.110840
	Iteration 46Q: 3 clusters Score -1434703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1434703.000000 Penalty: 4752.110840
	Iteration 47F: 3 clusters Score -1434703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -38342.593750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -38342.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36921.285156 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -36921.29 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37090.511719 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -37090.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37128.843750 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -37128.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37154.832031 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -37154.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37172.875000 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -37172.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37180.820312 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -37180.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37186.953125 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -37186.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37194.890625 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -37194.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37201.292969 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -37201.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37213.304688 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -37213.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37228.898438 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -37228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37283.328125 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -37283.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37354.523438 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -37354.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37425.867188 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -37425.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37491.425781 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -37491.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37523.773438 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -37523.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37537.593750 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -37537.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37556.589844 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -37556.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37578.625000 Penalty: 3049.640381
	Iteration 18Q: 3 clusters Score -37578.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37581.414062 Penalty: 3049.640381
	Iteration 19Q: 3 clusters Score -37581.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37581.765625 Penalty: 3049.640381
	Iteration 20F: 3 clusters Score -37581.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37590.472656 Penalty: 3049.640381
	Iteration 21Q: 3 clusters Score -37590.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37597.429688 Penalty: 3049.640381
	Iteration 22Q: 3 clusters Score -37597.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37599.347656 Penalty: 3049.640381
	Iteration 23Q: 3 clusters Score -37599.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37600.839844 Penalty: 3049.640381
	Iteration 24Q: 3 clusters Score -37600.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37603.289062 Penalty: 3049.640381
	Iteration 25Q: 3 clusters Score -37603.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37605.492188 Penalty: 3049.640381
	Iteration 26Q: 3 clusters Score -37605.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37605.492188 Penalty: 3049.640381
	Iteration 27F: 3 clusters Score -37605.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -379292.437500 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -379292.4 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 1930 members 
Entering Unmasked Estep 
Score: -375477.968750 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -375478 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -376296.406250 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -376296.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -376492.562500 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -376492.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -376601.562500 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -376601.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -376669.125000 Penalty: 4098.612793
	Iteration 4Q: 3 clusters Score -376669.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -376716.718750 Penalty: 4098.612793
	Iteration 5Q: 3 clusters Score -376716.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -376761.062500 Penalty: 4098.612793
	Iteration 6Q: 3 clusters Score -376761.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -376799.187500 Penalty: 4098.612793
	Iteration 7Q: 3 clusters Score -376799.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -376830.750000 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -376830.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -376858.406250 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -376858.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -376878.750000 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -376878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -376896.781250 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -376896.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -376911.656250 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -376911.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -376921.812500 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -376921.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -376930.093750 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -376930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -376940.718750 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -376940.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -376948.062500 Penalty: 4098.612793
	Iteration 16Q: 3 clusters Score -376948.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -376955.218750 Penalty: 4098.612793
	Iteration 17Q: 3 clusters Score -376955.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -376962.406250 Penalty: 4098.612793
	Iteration 18Q: 3 clusters Score -376962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -376969.437500 Penalty: 4098.612793
	Iteration 19Q: 3 clusters Score -376969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -376976.062500 Penalty: 4098.612793
	Iteration 20F: 3 clusters Score -376976.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -376982.000000 Penalty: 4098.612793
	Iteration 21Q: 3 clusters Score -376982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -376987.687500 Penalty: 4098.612793
	Iteration 22Q: 3 clusters Score -376987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -376991.531250 Penalty: 4098.612793
	Iteration 23Q: 3 clusters Score -376991.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -376999.468750 Penalty: 4098.612793
	Iteration 24Q: 3 clusters Score -376999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -377006.437500 Penalty: 4098.612793
	Iteration 25Q: 3 clusters Score -377006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -377010.937500 Penalty: 4098.612793
	Iteration 26Q: 3 clusters Score -377010.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -377016.500000 Penalty: 4098.612793
	Iteration 27Q: 3 clusters Score -377016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -377020.437500 Penalty: 4098.612793
	Iteration 28Q: 3 clusters Score -377020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -377026.593750 Penalty: 4098.612793
	Iteration 29Q: 3 clusters Score -377026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -377028.062500 Penalty: 4098.612793
	Iteration 30Q: 3 clusters Score -377028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -377032.218750 Penalty: 4098.612793
	Iteration 31Q: 3 clusters Score -377032.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -377037.937500 Penalty: 4098.612793
	Iteration 32Q: 3 clusters Score -377037.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -377041.125000 Penalty: 4098.612793
	Iteration 33Q: 3 clusters Score -377041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -377043.687500 Penalty: 4098.612793
	Iteration 34Q: 3 clusters Score -377043.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -377047.437500 Penalty: 4098.612793
	Iteration 35Q: 3 clusters Score -377047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -377051.093750 Penalty: 4098.612793
	Iteration 36Q: 3 clusters Score -377051.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -377056.312500 Penalty: 4098.612793
	Iteration 37Q: 3 clusters Score -377056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -377062.156250 Penalty: 4098.612793
	Iteration 38Q: 3 clusters Score -377062.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -377068.218750 Penalty: 4098.612793
	Iteration 39Q: 3 clusters Score -377068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -377073.343750 Penalty: 4098.612793
	Iteration 40F: 3 clusters Score -377073.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -377077.781250 Penalty: 4098.612793
	Iteration 41Q: 3 clusters Score -377077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -377081.656250 Penalty: 4098.612793
	Iteration 42Q: 3 clusters Score -377081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -377083.625000 Penalty: 4098.612793
	Iteration 43Q: 3 clusters Score -377083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -377086.500000 Penalty: 4098.612793
	Iteration 44Q: 3 clusters Score -377086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -377087.625000 Penalty: 4098.612793
	Iteration 45Q: 3 clusters Score -377087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -377088.343750 Penalty: 4098.612793
	Iteration 46Q: 3 clusters Score -377088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -377089.250000 Penalty: 4098.612793
	Iteration 47Q: 3 clusters Score -377089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -377090.781250 Penalty: 4098.612793
	Iteration 48Q: 3 clusters Score -377090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -377092.468750 Penalty: 4098.612793
	Iteration 49Q: 3 clusters Score -377092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -377093.718750 Penalty: 4098.612793
	Iteration 50Q: 3 clusters Score -377093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -377094.468750 Penalty: 4098.612793
	Iteration 51Q: 3 clusters Score -377094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -377094.781250 Penalty: 4098.612793
	Iteration 52Q: 3 clusters Score -377094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -377094.781250 Penalty: 4098.612793
	Iteration 53F: 3 clusters Score -377094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Entering Unmasked Estep 
Score: -567437.750000 Penalty: 2164.368408
	Iteration 0F: 2 clusters Score -567437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -562140.312500 Penalty: 4328.736816
	Iteration 0F: 3 clusters Score -562140.3 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -563521.625000 Penalty: 4328.736816
	Iteration 1F: 3 clusters Score -563521.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -563780.375000 Penalty: 4328.736816
	Iteration 2F: 3 clusters Score -563780.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -563994.312500 Penalty: 4328.736816
	Iteration 3F: 3 clusters Score -563994.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564165.937500 Penalty: 4328.736816
	Iteration 4Q: 3 clusters Score -564165.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -564374.562500 Penalty: 4328.736816
	Iteration 5Q: 3 clusters Score -564374.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -564616.812500 Penalty: 4328.736816
	Iteration 6Q: 3 clusters Score -564616.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -564906.500000 Penalty: 4328.736816
	Iteration 7Q: 3 clusters Score -564906.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -565201.875000 Penalty: 4328.736816
	Iteration 8Q: 3 clusters Score -565201.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -565515.000000 Penalty: 4328.736816
	Iteration 9Q: 3 clusters Score -565515 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -565808.000000 Penalty: 4328.736816
	Iteration 10Q: 3 clusters Score -565808 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -566075.750000 Penalty: 4328.736816
	Iteration 11Q: 3 clusters Score -566075.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -566329.625000 Penalty: 4328.736816
	Iteration 12Q: 3 clusters Score -566329.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -566549.562500 Penalty: 4328.736816
	Iteration 13Q: 3 clusters Score -566549.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -566702.000000 Penalty: 4328.736816
	Iteration 14Q: 3 clusters Score -566702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -566787.312500 Penalty: 4328.736816
	Iteration 15Q: 3 clusters Score -566787.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -566840.312500 Penalty: 4328.736816
	Iteration 16Q: 3 clusters Score -566840.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -566869.625000 Penalty: 4328.736816
	Iteration 17Q: 3 clusters Score -566869.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -566884.062500 Penalty: 4328.736816
	Iteration 18Q: 3 clusters Score -566884.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -566892.000000 Penalty: 4328.736816
	Iteration 19Q: 3 clusters Score -566892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -566899.937500 Penalty: 4328.736816
	Iteration 20F: 3 clusters Score -566899.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -566907.125000 Penalty: 4328.736816
	Iteration 21Q: 3 clusters Score -566907.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -566911.937500 Penalty: 4328.736816
	Iteration 22Q: 3 clusters Score -566911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -566915.500000 Penalty: 4328.736816
	Iteration 23Q: 3 clusters Score -566915.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -566917.187500 Penalty: 4328.736816
	Iteration 24Q: 3 clusters Score -566917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -566920.812500 Penalty: 4328.736816
	Iteration 25Q: 3 clusters Score -566920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -566921.375000 Penalty: 4328.736816
	Iteration 26Q: 3 clusters Score -566921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -566922.312500 Penalty: 4328.736816
	Iteration 27Q: 3 clusters Score -566922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -566923.750000 Penalty: 4328.736816
	Iteration 28Q: 3 clusters Score -566923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -566924.750000 Penalty: 4328.736816
	Iteration 29Q: 3 clusters Score -566924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -566923.812500 Penalty: 4328.736816
	Iteration 30Q: 3 clusters Score -566923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -566924.312500 Penalty: 4328.736816
	Iteration 31Q: 3 clusters Score -566924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -566923.937500 Penalty: 4328.736816
	Iteration 32Q: 3 clusters Score -566923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -566924.500000 Penalty: 4328.736816
	Iteration 33Q: 3 clusters Score -566924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -566924.500000 Penalty: 4328.736816
	Iteration 34F: 3 clusters Score -566924.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -892607.625000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -892607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -885617.500000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -885617.5 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -887461.625000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -887461.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -887691.437500 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -887691.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -887850.750000 Penalty: 4507.901855
	Iteration 3Q: 3 clusters Score -887850.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -887979.687500 Penalty: 4507.901855
	Iteration 4Q: 3 clusters Score -887979.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -888076.062500 Penalty: 4507.901855
	Iteration 5Q: 3 clusters Score -888076.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -888147.187500 Penalty: 4507.901855
	Iteration 6Q: 3 clusters Score -888147.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -888214.062500 Penalty: 4507.901855
	Iteration 7Q: 3 clusters Score -888214.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -888252.875000 Penalty: 4507.901855
	Iteration 8Q: 3 clusters Score -888252.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -888296.437500 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -888296.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -888339.812500 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -888339.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -888380.562500 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -888380.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -888420.062500 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -888420.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -888450.000000 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -888450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -888486.625000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -888486.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -888532.562500 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -888532.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -888583.312500 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -888583.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -888654.687500 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -888654.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -888736.875000 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -888736.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -888838.500000 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -888838.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -888972.687500 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -888972.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -889131.687500 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -889131.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -889301.187500 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -889301.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -889494.750000 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -889494.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -889679.562500 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -889679.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -889859.625000 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -889859.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -890012.875000 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -890012.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -890137.375000 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -890137.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -890229.125000 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -890229.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -890308.000000 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -890308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -890380.875000 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -890380.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -890450.750000 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -890450.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -890512.062500 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -890512.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -890550.937500 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -890550.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -890579.375000 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -890579.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -890599.125000 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -890599.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -890613.812500 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -890613.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -890625.687500 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -890625.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -890637.125000 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -890637.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -890646.062500 Penalty: 4507.901855
	Iteration 39Q: 3 clusters Score -890646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -890652.000000 Penalty: 4507.901855
	Iteration 40F: 3 clusters Score -890652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -890657.437500 Penalty: 4507.901855
	Iteration 41Q: 3 clusters Score -890657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -890658.937500 Penalty: 4507.901855
	Iteration 42Q: 3 clusters Score -890658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -890662.000000 Penalty: 4507.901855
	Iteration 43Q: 3 clusters Score -890662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -890662.750000 Penalty: 4507.901855
	Iteration 44Q: 3 clusters Score -890662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -890662.750000 Penalty: 4507.901855
	Iteration 45F: 3 clusters Score -890662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -701241.000000 Penalty: 2199.924316
	Iteration 0F: 2 clusters Score -701241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -695430.687500 Penalty: 4399.848633
	Iteration 0F: 3 clusters Score -695430.7 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -696934.937500 Penalty: 4399.848633
	Iteration 1F: 3 clusters Score -696934.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -697185.250000 Penalty: 4399.848633
	Iteration 2F: 3 clusters Score -697185.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -697328.375000 Penalty: 4399.848633
	Iteration 3Q: 3 clusters Score -697328.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -697407.000000 Penalty: 4399.848633
	Iteration 4Q: 3 clusters Score -697407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -697465.250000 Penalty: 4399.848633
	Iteration 5Q: 3 clusters Score -697465.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -697518.625000 Penalty: 4399.848633
	Iteration 6Q: 3 clusters Score -697518.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -697559.125000 Penalty: 4399.848633
	Iteration 7Q: 3 clusters Score -697559.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -697595.812500 Penalty: 4399.848633
	Iteration 8Q: 3 clusters Score -697595.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -697631.375000 Penalty: 4399.848633
	Iteration 9Q: 3 clusters Score -697631.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -697676.750000 Penalty: 4399.848633
	Iteration 10Q: 3 clusters Score -697676.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -697725.687500 Penalty: 4399.848633
	Iteration 11Q: 3 clusters Score -697725.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -697779.500000 Penalty: 4399.848633
	Iteration 12Q: 3 clusters Score -697779.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -697835.000000 Penalty: 4399.848633
	Iteration 13Q: 3 clusters Score -697835 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -697888.187500 Penalty: 4399.848633
	Iteration 14Q: 3 clusters Score -697888.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -697955.187500 Penalty: 4399.848633
	Iteration 15Q: 3 clusters Score -697955.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -698042.750000 Penalty: 4399.848633
	Iteration 16Q: 3 clusters Score -698042.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -698134.125000 Penalty: 4399.848633
	Iteration 17Q: 3 clusters Score -698134.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -698241.437500 Penalty: 4399.848633
	Iteration 18Q: 3 clusters Score -698241.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -698350.937500 Penalty: 4399.848633
	Iteration 19Q: 3 clusters Score -698350.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -698462.812500 Penalty: 4399.848633
	Iteration 20F: 3 clusters Score -698462.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -698583.750000 Penalty: 4399.848633
	Iteration 21Q: 3 clusters Score -698583.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -698712.562500 Penalty: 4399.848633
	Iteration 22Q: 3 clusters Score -698712.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -698832.562500 Penalty: 4399.848633
	Iteration 23Q: 3 clusters Score -698832.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -698932.625000 Penalty: 4399.848633
	Iteration 24Q: 3 clusters Score -698932.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -699010.125000 Penalty: 4399.848633
	Iteration 25Q: 3 clusters Score -699010.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -699073.562500 Penalty: 4399.848633
	Iteration 26Q: 3 clusters Score -699073.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -699117.062500 Penalty: 4399.848633
	Iteration 27Q: 3 clusters Score -699117.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -699147.562500 Penalty: 4399.848633
	Iteration 28Q: 3 clusters Score -699147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -699171.000000 Penalty: 4399.848633
	Iteration 29Q: 3 clusters Score -699171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -699190.000000 Penalty: 4399.848633
	Iteration 30Q: 3 clusters Score -699190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -699197.437500 Penalty: 4399.848633
	Iteration 31Q: 3 clusters Score -699197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -699204.437500 Penalty: 4399.848633
	Iteration 32Q: 3 clusters Score -699204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -699211.500000 Penalty: 4399.848633
	Iteration 33Q: 3 clusters Score -699211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -699221.625000 Penalty: 4399.848633
	Iteration 34Q: 3 clusters Score -699221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -699231.562500 Penalty: 4399.848633
	Iteration 35Q: 3 clusters Score -699231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -699242.125000 Penalty: 4399.848633
	Iteration 36Q: 3 clusters Score -699242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -699257.125000 Penalty: 4399.848633
	Iteration 37Q: 3 clusters Score -699257.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -699270.062500 Penalty: 4399.848633
	Iteration 38Q: 3 clusters Score -699270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -699276.562500 Penalty: 4399.848633
	Iteration 39Q: 3 clusters Score -699276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -699285.062500 Penalty: 4399.848633
	Iteration 40F: 3 clusters Score -699285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -699288.375000 Penalty: 4399.848633
	Iteration 41Q: 3 clusters Score -699288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -699288.375000 Penalty: 4399.848633
	Iteration 42F: 3 clusters Score -699288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75073 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36764 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55559 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8853 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137720.000000 Penalty: 204195.187500
Iteration 279Q: 61 clusters Score -8.413772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11746 members 
Mstep: Class 16 contains 99715 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36766 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10860 members 
Mstep: Class 35 contains 15020 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4301 members 
Mstep: Class 48 contains 55557 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14484 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8854 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137696.000000 Penalty: 204195.187500
Iteration 280F: 61 clusters Score -8.41377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10258 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 99718 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36765 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10861 members 
Mstep: Class 35 contains 15018 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8017 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4302 members 
Mstep: Class 48 contains 55554 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14484 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3881 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8855 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137680.000000 Penalty: 204195.187500
Iteration 281Q: 61 clusters Score -8.413768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6968 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11744 members 
Mstep: Class 16 contains 99721 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5288 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36763 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 15013 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 21722 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6499 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10443 members 
Mstep: Class 47 contains 4307 members 
Mstep: Class 48 contains 55551 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14484 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3881 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8858 members 
Mstep: Class 60 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137648.000000 Penalty: 204195.187500
Iteration 282Q: 61 clusters Score -8.413765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10256 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6967 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11743 members 
Mstep: Class 16 contains 99725 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2499 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36758 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 15006 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8017 members 
Mstep: Class 38 contains 21724 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50448 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10444 members 
Mstep: Class 47 contains 4307 members 
Mstep: Class 48 contains 55544 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4464 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14485 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8861 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137568.000000 Penalty: 204195.187500
Iteration 283Q: 61 clusters Score -8.413757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6965 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11743 members 
Mstep: Class 16 contains 99730 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36756 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14993 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 21726 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10445 members 
Mstep: Class 47 contains 4308 members 
Mstep: Class 48 contains 55543 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4466 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14484 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137624.000000 Penalty: 204195.187500
Iteration 284Q: 61 clusters Score -8.413762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32367 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6961 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11742 members 
Mstep: Class 16 contains 99739 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36754 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14986 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10446 members 
Mstep: Class 47 contains 4308 members 
Mstep: Class 48 contains 55543 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14483 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137632.000000 Penalty: 204195.187500
Iteration 285Q: 61 clusters Score -8.413763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6959 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11743 members 
Mstep: Class 16 contains 99746 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36754 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14975 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50446 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10447 members 
Mstep: Class 47 contains 4308 members 
Mstep: Class 48 contains 55543 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14481 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137696.000000 Penalty: 204195.187500
Iteration 286Q: 61 clusters Score -8.41377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6959 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11742 members 
Mstep: Class 16 contains 99747 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6254 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36753 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14965 members 
Mstep: Class 36 contains 5606 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 21731 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5377 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50445 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10448 members 
Mstep: Class 47 contains 4308 members 
Mstep: Class 48 contains 55545 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14480 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137664.000000 Penalty: 204195.187500
Iteration 287Q: 61 clusters Score -8.413766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32366 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6958 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11741 members 
Mstep: Class 16 contains 99751 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84705 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6254 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36752 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14957 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21731 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10449 members 
Mstep: Class 47 contains 4308 members 
Mstep: Class 48 contains 55546 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14481 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137640.000000 Penalty: 204195.187500
Iteration 288Q: 61 clusters Score -8.413764e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32365 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10264 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6958 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 99755 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84704 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36749 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14948 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10449 members 
Mstep: Class 47 contains 4310 members 
Mstep: Class 48 contains 55545 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14481 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137672.000000 Penalty: 204195.187500
Iteration 289Q: 61 clusters Score -8.413767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6958 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 99753 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36748 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14945 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6500 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10451 members 
Mstep: Class 47 contains 4312 members 
Mstep: Class 48 contains 55542 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14481 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3883 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 290Q: 61 clusters Score -8.413775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11737 members 
Mstep: Class 16 contains 99750 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36749 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15819 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14938 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6501 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10451 members 
Mstep: Class 47 contains 4313 members 
Mstep: Class 48 contains 55539 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14481 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3884 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137712.000000 Penalty: 204195.187500
Iteration 291Q: 61 clusters Score -8.413771e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10264 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11737 members 
Mstep: Class 16 contains 99744 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84710 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36749 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15820 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14933 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6501 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10452 members 
Mstep: Class 47 contains 4315 members 
Mstep: Class 48 contains 55537 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14480 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3884 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137688.000000 Penalty: 204195.187500
Iteration 292Q: 61 clusters Score -8.413769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11736 members 
Mstep: Class 16 contains 99741 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36747 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14926 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21731 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10452 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55534 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14479 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137648.000000 Penalty: 204195.187500
Iteration 293Q: 61 clusters Score -8.413765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75070 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 115839 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 99739 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36746 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14924 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21734 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10453 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55531 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3884 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137672.000000 Penalty: 204195.187500
Iteration 294Q: 61 clusters Score -8.413767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 32363 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75070 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115841 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 99737 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36743 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14917 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21734 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50445 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10453 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55529 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4470 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6169 members 
Mstep: Class 59 contains 8862 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137648.000000 Penalty: 204195.187500
Iteration 295Q: 61 clusters Score -8.413765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32363 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75070 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11732 members 
Mstep: Class 16 contains 99729 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36740 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14913 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21736 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5378 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50444 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10453 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55529 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4472 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3886 members 
Mstep: Class 58 contains 6168 members 
Mstep: Class 59 contains 8863 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137656.000000 Penalty: 204195.187500
Iteration 296Q: 61 clusters Score -8.413766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 99720 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36739 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15823 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14914 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50445 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55527 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4472 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3886 members 
Mstep: Class 58 contains 6167 members 
Mstep: Class 59 contains 8865 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137704.000000 Penalty: 204195.187500
Iteration 297Q: 61 clusters Score -8.41377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32364 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 99717 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36734 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10863 members 
Mstep: Class 35 contains 14919 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21738 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2346 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50447 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55527 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4472 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14476 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3886 members 
Mstep: Class 58 contains 6166 members 
Mstep: Class 59 contains 8865 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 298Q: 61 clusters Score -8.413775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32363 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 99719 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36732 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14924 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21735 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2347 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55526 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4471 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14475 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6165 members 
Mstep: Class 59 contains 8866 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137744.000000 Penalty: 204195.187500
Iteration 299Q: 61 clusters Score -8.413774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 115842 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11721 members 
Mstep: Class 16 contains 99715 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6256 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36732 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14925 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21733 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5269 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55526 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4470 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14474 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6165 members 
Mstep: Class 59 contains 8867 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137840.000000 Penalty: 204195.187500
Iteration 300F: 61 clusters Score -8.413784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 115843 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 99710 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6256 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36732 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14922 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21734 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55526 members 
Mstep: Class 49 contains 22605 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4470 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14474 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6164 members 
Mstep: Class 59 contains 8870 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137816.000000 Penalty: 204195.187500
Iteration 301Q: 61 clusters Score -8.413782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75069 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 115844 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11716 members 
Mstep: Class 16 contains 99707 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36727 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14916 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55526 members 
Mstep: Class 49 contains 22604 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4471 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6163 members 
Mstep: Class 59 contains 8872 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137776.000000 Penalty: 204195.187500
Iteration 302Q: 61 clusters Score -8.413778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75069 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 115846 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11713 members 
Mstep: Class 16 contains 99703 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84708 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36727 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14911 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21738 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4316 members 
Mstep: Class 48 contains 55525 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4472 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14478 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6163 members 
Mstep: Class 59 contains 8873 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137816.000000 Penalty: 204195.187500
Iteration 303Q: 61 clusters Score -8.413782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75068 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11707 members 
Mstep: Class 16 contains 99698 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6254 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36727 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14914 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21741 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6503 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55523 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4470 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14480 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3884 members 
Mstep: Class 58 contains 6163 members 
Mstep: Class 59 contains 8875 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137776.000000 Penalty: 204195.187500
Iteration 304Q: 61 clusters Score -8.413778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75068 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 99698 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36725 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14909 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21741 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6504 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55520 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14480 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3884 members 
Mstep: Class 58 contains 6163 members 
Mstep: Class 59 contains 8879 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137728.000000 Penalty: 204195.187500
Iteration 305Q: 61 clusters Score -8.413773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75068 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11702 members 
Mstep: Class 16 contains 99702 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6256 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36722 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10864 members 
Mstep: Class 35 contains 14903 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21742 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2347 members 
Mstep: Class 42 contains 6503 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55518 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4469 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14477 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3884 members 
Mstep: Class 58 contains 6162 members 
Mstep: Class 59 contains 8880 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137760.000000 Penalty: 204195.187500
Iteration 306Q: 61 clusters Score -8.413776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75069 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10268 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 99702 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36721 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15824 members 
Mstep: Class 34 contains 10865 members 
Mstep: Class 35 contains 14896 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21743 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2347 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5268 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55516 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4467 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14475 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6161 members 
Mstep: Class 59 contains 8881 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137840.000000 Penalty: 204195.187500
Iteration 307Q: 61 clusters Score -8.413784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75069 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 99700 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36718 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10866 members 
Mstep: Class 35 contains 14894 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21741 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2347 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10458 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55515 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4465 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14475 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6161 members 
Mstep: Class 59 contains 8882 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137896.000000 Penalty: 204195.187500
Iteration 308Q: 61 clusters Score -8.41379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75070 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 115848 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 99693 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2695 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6260 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36714 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10866 members 
Mstep: Class 35 contains 14886 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21741 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2348 members 
Mstep: Class 42 contains 6502 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10458 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55513 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4465 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14476 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6161 members 
Mstep: Class 59 contains 8884 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137848.000000 Penalty: 204195.187500
Iteration 309Q: 61 clusters Score -8.413785e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75070 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 115848 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 99683 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2714 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84706 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36710 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10866 members 
Mstep: Class 35 contains 14883 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21738 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2349 members 
Mstep: Class 42 contains 6504 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10456 members 
Mstep: Class 47 contains 4318 members 
Mstep: Class 48 contains 55513 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4463 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14474 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3887 members 
Mstep: Class 58 contains 6161 members 
Mstep: Class 59 contains 8885 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137784.000000 Penalty: 204195.187500
Iteration 310Q: 61 clusters Score -8.413778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11688 members 
Mstep: Class 16 contains 99673 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2730 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84705 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6262 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36709 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10866 members 
Mstep: Class 35 contains 14880 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21735 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6505 members 
Mstep: Class 43 contains 50450 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55513 members 
Mstep: Class 49 contains 22600 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14475 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3885 members 
Mstep: Class 58 contains 6161 members 
Mstep: Class 59 contains 8887 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137752.000000 Penalty: 204195.187500
Iteration 311Q: 61 clusters Score -8.413775e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75070 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 115848 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11687 members 
Mstep: Class 16 contains 99667 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84707 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6264 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36709 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10866 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21732 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55515 members 
Mstep: Class 49 contains 22601 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14472 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6160 members 
Mstep: Class 59 contains 8891 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137792.000000 Penalty: 204195.187500
Iteration 312Q: 61 clusters Score -8.413779e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 115849 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 99660 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36709 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10868 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21730 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55516 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4459 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14472 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6160 members 
Mstep: Class 59 contains 8893 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137816.000000 Penalty: 204195.187500
Iteration 313Q: 61 clusters Score -8.413782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32362 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 115850 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99662 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84709 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36708 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14872 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55516 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14472 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3886 members 
Mstep: Class 58 contains 6160 members 
Mstep: Class 59 contains 8895 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137808.000000 Penalty: 204195.187500
Iteration 314Q: 61 clusters Score -8.413781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99661 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2740 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84712 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36708 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14871 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2350 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55516 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14475 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3886 members 
Mstep: Class 58 contains 6160 members 
Mstep: Class 59 contains 8895 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137800.000000 Penalty: 204195.187500
Iteration 315Q: 61 clusters Score -8.41378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10266 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84711 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36706 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14873 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55515 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14478 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3881 members 
Mstep: Class 58 contains 6160 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137808.000000 Penalty: 204195.187500
Iteration 316Q: 61 clusters Score -8.413781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10264 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99659 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6264 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36706 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14870 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55513 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14480 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3881 members 
Mstep: Class 58 contains 6160 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137792.000000 Penalty: 204195.187500
Iteration 317Q: 61 clusters Score -8.413779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75071 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84714 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6264 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36701 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14868 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50451 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55514 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14483 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3882 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137816.000000 Penalty: 204195.187500
Iteration 318Q: 61 clusters Score -8.413782e+07 nChanged 12
Entering ConstructFrom: 
Score: -84137816.000000 Penalty: 204195.187500
Entering ConstructFrom: 
Trying to split cluster 1 (42739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Entering Unmasked Estep 
Score: -4164022.250000 Penalty: 2644.391113
	Iteration 0F: 2 clusters Score -4164022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4135282.000000 Penalty: 5288.782227
	Iteration 0F: 3 clusters Score -4135282 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4146023.250000 Penalty: 5288.782227
	Iteration 1F: 3 clusters Score -4146023 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4146677.250000 Penalty: 5288.782227
	Iteration 2Q: 3 clusters Score -4146677 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4147470.500000 Penalty: 5288.782227
	Iteration 3Q: 3 clusters Score -4147470 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4148509.000000 Penalty: 5288.782227
	Iteration 4Q: 3 clusters Score -4148509 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4149938.000000 Penalty: 5288.782227
	Iteration 5F: 3 clusters Score -4149938 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4151760.500000 Penalty: 5288.782227
	Iteration 6F: 3 clusters Score -4151760 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4153981.500000 Penalty: 5288.782227
	Iteration 7F: 3 clusters Score -4153982 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4155959.750000 Penalty: 5288.782227
	Iteration 8F: 3 clusters Score -4155960 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4157437.750000 Penalty: 5288.782227
	Iteration 9F: 3 clusters Score -4157438 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4158537.250000 Penalty: 5288.782227
	Iteration 10Q: 3 clusters Score -4158537 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4159462.250000 Penalty: 5288.782227
	Iteration 11Q: 3 clusters Score -4159462 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4160200.750000 Penalty: 5288.782227
	Iteration 12Q: 3 clusters Score -4160201 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4160860.750000 Penalty: 5288.782227
	Iteration 13Q: 3 clusters Score -4160861 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4161476.000000 Penalty: 5288.782227
	Iteration 14Q: 3 clusters Score -4161476 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4162063.000000 Penalty: 5288.782227
	Iteration 15Q: 3 clusters Score -4162063 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4162630.750000 Penalty: 5288.782227
	Iteration 16Q: 3 clusters Score -4162631 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4163080.250000 Penalty: 5288.782227
	Iteration 17Q: 3 clusters Score -4163080 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4163418.000000 Penalty: 5288.782227
	Iteration 18Q: 3 clusters Score -4163418 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4163653.250000 Penalty: 5288.782227
	Iteration 19Q: 3 clusters Score -4163653 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4163834.250000 Penalty: 5288.782227
	Iteration 20F: 3 clusters Score -4163834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4163946.000000 Penalty: 5288.782227
	Iteration 21Q: 3 clusters Score -4163946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -4164028.750000 Penalty: 5288.782227
	Iteration 22Q: 3 clusters Score -4164029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4164081.250000 Penalty: 5288.782227
	Iteration 23Q: 3 clusters Score -4164081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4164101.250000 Penalty: 5288.782227
	Iteration 24Q: 3 clusters Score -4164101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4164126.000000 Penalty: 5288.782227
	Iteration 25Q: 3 clusters Score -4164126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4164137.250000 Penalty: 5288.782227
	Iteration 26Q: 3 clusters Score -4164137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -4164131.500000 Penalty: 5288.782227
	Iteration 27Q: 3 clusters Score -4164132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4164135.750000 Penalty: 5288.782227
	Iteration 28Q: 3 clusters Score -4164136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -4164137.750000 Penalty: 5288.782227
	Iteration 29Q: 3 clusters Score -4164138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4164140.250000 Penalty: 5288.782227
	Iteration 30Q: 3 clusters Score -4164140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4164137.000000 Penalty: 5288.782227
	Iteration 31Q: 3 clusters Score -4164137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4164133.000000 Penalty: 5288.782227
	Iteration 32Q: 3 clusters Score -4164133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4164137.750000 Penalty: 5288.782227
	Iteration 33Q: 3 clusters Score -4164138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4164139.000000 Penalty: 5288.782227
	Iteration 34Q: 3 clusters Score -4164139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -4164139.000000 Penalty: 5288.782227
	Iteration 35Q: 3 clusters Score -4164139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -4164135.750000 Penalty: 5288.782227
	Iteration 36Q: 3 clusters Score -4164136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -4164135.750000 Penalty: 5288.782227
	Iteration 37F: 3 clusters Score -4164136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36700 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14869 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 38519 members 
Entering Unmasked Estep 
Score: -84137472.000000 Penalty: 207598.437500
Splitting cluster 1 changes total score from -84137816.000000 to -84137472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Entering Unmasked Estep 
Score: -3118902.000000 Penalty: 2575.400391
	Iteration 0F: 2 clusters Score -3118902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3096938.250000 Penalty: 5150.800781
	Iteration 0F: 3 clusters Score -3096938 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3105128.750000 Penalty: 5150.800781
	Iteration 1F: 3 clusters Score -3105129 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3105655.250000 Penalty: 5150.800781
	Iteration 2Q: 3 clusters Score -3105655 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3106197.500000 Penalty: 5150.800781
	Iteration 3Q: 3 clusters Score -3106198 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3106870.750000 Penalty: 5150.800781
	Iteration 4Q: 3 clusters Score -3106871 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3107768.000000 Penalty: 5150.800781
	Iteration 5F: 3 clusters Score -3107768 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3108917.000000 Penalty: 5150.800781
	Iteration 6F: 3 clusters Score -3108917 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3110313.250000 Penalty: 5150.800781
	Iteration 7F: 3 clusters Score -3110313 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3111909.250000 Penalty: 5150.800781
	Iteration 8F: 3 clusters Score -3111909 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3113456.250000 Penalty: 5150.800781
	Iteration 9F: 3 clusters Score -3113456 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3114735.500000 Penalty: 5150.800781
	Iteration 10Q: 3 clusters Score -3114736 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3115678.250000 Penalty: 5150.800781
	Iteration 11Q: 3 clusters Score -3115678 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3116170.250000 Penalty: 5150.800781
	Iteration 12Q: 3 clusters Score -3116170 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3116417.500000 Penalty: 5150.800781
	Iteration 13Q: 3 clusters Score -3116418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3116523.250000 Penalty: 5150.800781
	Iteration 14Q: 3 clusters Score -3116523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3116585.250000 Penalty: 5150.800781
	Iteration 15Q: 3 clusters Score -3116585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3116608.000000 Penalty: 5150.800781
	Iteration 16Q: 3 clusters Score -3116608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3116614.000000 Penalty: 5150.800781
	Iteration 17Q: 3 clusters Score -3116614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3116627.750000 Penalty: 5150.800781
	Iteration 18Q: 3 clusters Score -3116628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3116632.000000 Penalty: 5150.800781
	Iteration 19Q: 3 clusters Score -3116632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3116634.250000 Penalty: 5150.800781
	Iteration 20F: 3 clusters Score -3116634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3116641.500000 Penalty: 5150.800781
	Iteration 21Q: 3 clusters Score -3116642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3116647.250000 Penalty: 5150.800781
	Iteration 22Q: 3 clusters Score -3116647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3116647.750000 Penalty: 5150.800781
	Iteration 23Q: 3 clusters Score -3116648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3116647.750000 Penalty: 5150.800781
	Iteration 24F: 3 clusters Score -3116648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -454189.375000 Penalty: 2118.774414
	Iteration 0F: 2 clusters Score -454189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -449646.406250 Penalty: 4237.548828
	Iteration 0F: 3 clusters Score -449646.4 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -450924.343750 Penalty: 4237.548828
	Iteration 1F: 3 clusters Score -450924.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -451312.625000 Penalty: 4237.548828
	Iteration 2F: 3 clusters Score -451312.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -451560.843750 Penalty: 4237.548828
	Iteration 3F: 3 clusters Score -451560.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -451768.187500 Penalty: 4237.548828
	Iteration 4F: 3 clusters Score -451768.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -451958.468750 Penalty: 4237.548828
	Iteration 5Q: 3 clusters Score -451958.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -452110.843750 Penalty: 4237.548828
	Iteration 6Q: 3 clusters Score -452110.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -452184.687500 Penalty: 4237.548828
	Iteration 7Q: 3 clusters Score -452184.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -452232.031250 Penalty: 4237.548828
	Iteration 8Q: 3 clusters Score -452232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -452270.625000 Penalty: 4237.548828
	Iteration 9Q: 3 clusters Score -452270.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -452303.625000 Penalty: 4237.548828
	Iteration 10Q: 3 clusters Score -452303.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -452324.843750 Penalty: 4237.548828
	Iteration 11Q: 3 clusters Score -452324.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -452342.593750 Penalty: 4237.548828
	Iteration 12Q: 3 clusters Score -452342.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -452359.968750 Penalty: 4237.548828
	Iteration 13Q: 3 clusters Score -452360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -452368.187500 Penalty: 4237.548828
	Iteration 14Q: 3 clusters Score -452368.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -452379.437500 Penalty: 4237.548828
	Iteration 15Q: 3 clusters Score -452379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -452388.500000 Penalty: 4237.548828
	Iteration 16Q: 3 clusters Score -452388.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -452394.625000 Penalty: 4237.548828
	Iteration 17Q: 3 clusters Score -452394.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -452401.718750 Penalty: 4237.548828
	Iteration 18Q: 3 clusters Score -452401.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -452411.406250 Penalty: 4237.548828
	Iteration 19Q: 3 clusters Score -452411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -452422.656250 Penalty: 4237.548828
	Iteration 20F: 3 clusters Score -452422.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -452435.156250 Penalty: 4237.548828
	Iteration 21Q: 3 clusters Score -452435.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -452447.718750 Penalty: 4237.548828
	Iteration 22Q: 3 clusters Score -452447.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -452462.968750 Penalty: 4237.548828
	Iteration 23Q: 3 clusters Score -452463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -452473.125000 Penalty: 4237.548828
	Iteration 24Q: 3 clusters Score -452473.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -452484.562500 Penalty: 4237.548828
	Iteration 25Q: 3 clusters Score -452484.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -452491.906250 Penalty: 4237.548828
	Iteration 26Q: 3 clusters Score -452491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -452496.062500 Penalty: 4237.548828
	Iteration 27Q: 3 clusters Score -452496.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -452500.437500 Penalty: 4237.548828
	Iteration 28Q: 3 clusters Score -452500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -452502.750000 Penalty: 4237.548828
	Iteration 29Q: 3 clusters Score -452502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -452504.531250 Penalty: 4237.548828
	Iteration 30Q: 3 clusters Score -452504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -452505.812500 Penalty: 4237.548828
	Iteration 31Q: 3 clusters Score -452505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -452505.343750 Penalty: 4237.548828
	Iteration 32Q: 3 clusters Score -452505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -452505.343750 Penalty: 4237.548828
	Iteration 33F: 3 clusters Score -452505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -409236.625000 Penalty: 2085.969238
	Iteration 0F: 2 clusters Score -409236.6 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 2219 members 
Entering Unmasked Estep 
Score: -405021.812500 Penalty: 4171.938477
	Iteration 0F: 3 clusters Score -405021.8 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -406332.375000 Penalty: 4171.938477
	Iteration 1F: 3 clusters Score -406332.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -406661.843750 Penalty: 4171.938477
	Iteration 2F: 3 clusters Score -406661.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -406896.187500 Penalty: 4171.938477
	Iteration 3F: 3 clusters Score -406896.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -407077.812500 Penalty: 4171.938477
	Iteration 4F: 3 clusters Score -407077.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -407220.562500 Penalty: 4171.938477
	Iteration 5Q: 3 clusters Score -407220.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -407329.968750 Penalty: 4171.938477
	Iteration 6Q: 3 clusters Score -407330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407417.218750 Penalty: 4171.938477
	Iteration 7Q: 3 clusters Score -407417.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -407485.687500 Penalty: 4171.938477
	Iteration 8Q: 3 clusters Score -407485.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -407545.156250 Penalty: 4171.938477
	Iteration 9Q: 3 clusters Score -407545.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -407601.625000 Penalty: 4171.938477
	Iteration 10Q: 3 clusters Score -407601.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -407649.468750 Penalty: 4171.938477
	Iteration 11Q: 3 clusters Score -407649.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407689.281250 Penalty: 4171.938477
	Iteration 12Q: 3 clusters Score -407689.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -407721.000000 Penalty: 4171.938477
	Iteration 13Q: 3 clusters Score -407721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -407760.062500 Penalty: 4171.938477
	Iteration 14Q: 3 clusters Score -407760.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -407801.125000 Penalty: 4171.938477
	Iteration 15Q: 3 clusters Score -407801.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -407853.375000 Penalty: 4171.938477
	Iteration 16Q: 3 clusters Score -407853.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -407895.906250 Penalty: 4171.938477
	Iteration 17Q: 3 clusters Score -407895.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -407919.812500 Penalty: 4171.938477
	Iteration 18Q: 3 clusters Score -407919.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -407935.718750 Penalty: 4171.938477
	Iteration 19Q: 3 clusters Score -407935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -407944.125000 Penalty: 4171.938477
	Iteration 20F: 3 clusters Score -407944.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -407950.656250 Penalty: 4171.938477
	Iteration 21Q: 3 clusters Score -407950.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -407956.718750 Penalty: 4171.938477
	Iteration 22Q: 3 clusters Score -407956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -407962.343750 Penalty: 4171.938477
	Iteration 23Q: 3 clusters Score -407962.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -407966.343750 Penalty: 4171.938477
	Iteration 24Q: 3 clusters Score -407966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -407969.312500 Penalty: 4171.938477
	Iteration 25Q: 3 clusters Score -407969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -407969.812500 Penalty: 4171.938477
	Iteration 26Q: 3 clusters Score -407969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -407970.437500 Penalty: 4171.938477
	Iteration 27Q: 3 clusters Score -407970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -407970.843750 Penalty: 4171.938477
	Iteration 28Q: 3 clusters Score -407970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -407971.812500 Penalty: 4171.938477
	Iteration 29Q: 3 clusters Score -407971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -407971.906250 Penalty: 4171.938477
	Iteration 30Q: 3 clusters Score -407971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -407971.906250 Penalty: 4171.938477
	Iteration 31F: 3 clusters Score -407971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Entering Unmasked Estep 
Score: -7337908.000000 Penalty: 2784.098389
	Iteration 0F: 2 clusters Score -7337908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7287280.500000 Penalty: 5568.196777
	Iteration 0F: 3 clusters Score -7287280 nChanged 35309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -7307442.500000 Penalty: 5568.196777
	Iteration 1F: 3 clusters Score -7307442 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7308399.500000 Penalty: 5568.196777
	Iteration 2Q: 3 clusters Score -7308400 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7309604.000000 Penalty: 5568.196777
	Iteration 3Q: 3 clusters Score -7309604 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -7311256.500000 Penalty: 5568.196777
	Iteration 4Q: 3 clusters Score -7311256 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7313374.000000 Penalty: 5568.196777
	Iteration 5F: 3 clusters Score -7313374 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7315923.500000 Penalty: 5568.196777
	Iteration 6F: 3 clusters Score -7315924 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -7318680.500000 Penalty: 5568.196777
	Iteration 7F: 3 clusters Score -7318680 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7321233.000000 Penalty: 5568.196777
	Iteration 8F: 3 clusters Score -7321233 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -7323258.000000 Penalty: 5568.196777
	Iteration 9F: 3 clusters Score -7323258 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -7324963.500000 Penalty: 5568.196777
	Iteration 10Q: 3 clusters Score -7324964 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -7326266.000000 Penalty: 5568.196777
	Iteration 11Q: 3 clusters Score -7326266 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -7327260.000000 Penalty: 5568.196777
	Iteration 12Q: 3 clusters Score -7327260 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -7328122.500000 Penalty: 5568.196777
	Iteration 13Q: 3 clusters Score -7328122 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -7328710.500000 Penalty: 5568.196777
	Iteration 14Q: 3 clusters Score -7328710 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7329136.000000 Penalty: 5568.196777
	Iteration 15Q: 3 clusters Score -7329136 nChanged 1259
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Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7329953 nChanged 814
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Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7330058 nChanged 709
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Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7330212 nChanged 640
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Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7330332 nChanged 623
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Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 57911 members 
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	Iteration 22Q: 3 clusters Score -7330462 nChanged 623
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Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 58532 members 
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	Iteration 23Q: 3 clusters Score -7330556 nChanged 536
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Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 59606 members 
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	Iteration 25Q: 3 clusters Score -7330686 nChanged 566
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Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 60172 members 
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	Iteration 26Q: 3 clusters Score -7330793 nChanged 569
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Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 60739 members 
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	Iteration 27Q: 3 clusters Score -7330944 nChanged 552
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Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7331062 nChanged 567
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Mstep: Class 2 contains 61858 members 
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	Iteration 29Q: 3 clusters Score -7331156 nChanged 601
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Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7331272 nChanged 587
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Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7331418 nChanged 605
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Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 63651 members 
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	Iteration 32Q: 3 clusters Score -7331564 nChanged 635
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Mstep: Class 2 contains 64284 members 
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	Iteration 33Q: 3 clusters Score -7331710 nChanged 663
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Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7332028 nChanged 669
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Mstep: Class 2 contains 66947 members 
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	Iteration 38Q: 3 clusters Score -7332715 nChanged 673
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Mstep: Class 2 contains 68302 members 
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	Iteration 39Q: 3 clusters Score -7333000 nChanged 685
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Mstep: Class 2 contains 69662 members 
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Mstep: Class 2 contains 70879 members 
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Mstep: Class 2 contains 71379 members 
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Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 73175 members 
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Mstep: Class 1 contains 1762 members 
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	Iteration 53Q: 3 clusters Score -7335690 nChanged 82
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	Iteration 54Q: 3 clusters Score -7335713 nChanged 77
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Mstep: Class 1 contains 1675 members 
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	Iteration 60F: 3 clusters Score -7335844 nChanged 41
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	Iteration 61Q: 3 clusters Score -7335866 nChanged 36
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	Iteration 62Q: 3 clusters Score -7335880 nChanged 34
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	Iteration 63Q: 3 clusters Score -7335898 nChanged 22
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	Iteration 64Q: 3 clusters Score -7335909 nChanged 30
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	Iteration 65Q: 3 clusters Score -7335929 nChanged 19
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	Iteration 66Q: 3 clusters Score -7335930 nChanged 15
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	Iteration 67Q: 3 clusters Score -7335926 nChanged 15
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	Iteration 68Q: 3 clusters Score -7335926 nChanged 15
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	Iteration 69Q: 3 clusters Score -7335933 nChanged 20
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	Iteration 71Q: 3 clusters Score -7335944 nChanged 19
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	Iteration 72Q: 3 clusters Score -7335948 nChanged 10
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	Iteration 73Q: 3 clusters Score -7335950 nChanged 12
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	Iteration 74Q: 3 clusters Score -7335946 nChanged 9
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	Iteration 75Q: 3 clusters Score -7335948 nChanged 2
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	Iteration 76Q: 3 clusters Score -7335946 nChanged 2
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	Iteration 77Q: 3 clusters Score -7335942 nChanged 2
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	Iteration 78Q: 3 clusters Score -7335948 nChanged 4
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	Iteration 79Q: 3 clusters Score -7335948 nChanged 4
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	Iteration 80F: 3 clusters Score -7335952 nChanged 4
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	Iteration 81Q: 3 clusters Score -7335953 nChanged 8
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	Iteration 82Q: 3 clusters Score -7335952 nChanged 7
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	Iteration 83Q: 3 clusters Score -7335956 nChanged 8
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	Iteration 84Q: 3 clusters Score -7335955 nChanged 7
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	Iteration 85Q: 3 clusters Score -7335958 nChanged 13
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	Iteration 86Q: 3 clusters Score -7335957 nChanged 11
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	Iteration 87Q: 3 clusters Score -7335964 nChanged 10
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	Iteration 88Q: 3 clusters Score -7335959 nChanged 5
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	Iteration 89Q: 3 clusters Score -7335959 nChanged 6
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	Iteration 90Q: 3 clusters Score -7335958 nChanged 4
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	Iteration 91Q: 3 clusters Score -7335955 nChanged 4
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	Iteration 92Q: 3 clusters Score -7335957 nChanged 2
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	Iteration 93Q: 3 clusters Score -7335959 nChanged 2
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	Iteration 94Q: 3 clusters Score -7335960 nChanged 2
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	Iteration 95Q: 3 clusters Score -7335965 nChanged 5
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	Iteration 96Q: 3 clusters Score -7335964 nChanged 7
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	Iteration 97Q: 3 clusters Score -7335968 nChanged 6
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	Iteration 98Q: 3 clusters Score -7335969 nChanged 8
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	Iteration 101Q: 3 clusters Score -7335978 nChanged 15
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	Iteration 102Q: 3 clusters Score -7335971 nChanged 14
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	Iteration 107Q: 3 clusters Score -7336004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -7336001.000000 Penalty: 5568.196777
	Iteration 108Q: 3 clusters Score -7336001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -7336009.000000 Penalty: 5568.196777
	Iteration 109Q: 3 clusters Score -7336009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -7336004.500000 Penalty: 5568.196777
	Iteration 110Q: 3 clusters Score -7336004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -7336009.500000 Penalty: 5568.196777
	Iteration 111Q: 3 clusters Score -7336010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -7336003.500000 Penalty: 5568.196777
	Iteration 112Q: 3 clusters Score -7336004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -7336003.500000 Penalty: 5568.196777
	Iteration 113Q: 3 clusters Score -7336004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -7336003.500000 Penalty: 5568.196777
	Iteration 114F: 3 clusters Score -7336004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Entering Unmasked Estep 
Score: -1019330.125000 Penalty: 2297.865234
	Iteration 0F: 2 clusters Score -1019330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1011336.687500 Penalty: 4595.730469
	Iteration 0F: 3 clusters Score -1011337 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1013671.375000 Penalty: 4595.730469
	Iteration 1F: 3 clusters Score -1013671 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1014023.437500 Penalty: 4595.730469
	Iteration 2F: 3 clusters Score -1014023 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1014259.625000 Penalty: 4595.730469
	Iteration 3F: 3 clusters Score -1014260 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1014480.937500 Penalty: 4595.730469
	Iteration 4Q: 3 clusters Score -1014481 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1014664.687500 Penalty: 4595.730469
	Iteration 5Q: 3 clusters Score -1014665 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1014866.375000 Penalty: 4595.730469
	Iteration 6Q: 3 clusters Score -1014866 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1015080.062500 Penalty: 4595.730469
	Iteration 7Q: 3 clusters Score -1015080 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1015292.812500 Penalty: 4595.730469
	Iteration 8Q: 3 clusters Score -1015293 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1015499.875000 Penalty: 4595.730469
	Iteration 9Q: 3 clusters Score -1015500 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1015707.187500 Penalty: 4595.730469
	Iteration 10Q: 3 clusters Score -1015707 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1015876.125000 Penalty: 4595.730469
	Iteration 11Q: 3 clusters Score -1015876 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1016038.375000 Penalty: 4595.730469
	Iteration 12Q: 3 clusters Score -1016038 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1016231.875000 Penalty: 4595.730469
	Iteration 13Q: 3 clusters Score -1016232 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1016417.687500 Penalty: 4595.730469
	Iteration 14Q: 3 clusters Score -1016418 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1016586.125000 Penalty: 4595.730469
	Iteration 15Q: 3 clusters Score -1016586 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1016743.750000 Penalty: 4595.730469
	Iteration 16Q: 3 clusters Score -1016744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1016900.625000 Penalty: 4595.730469
	Iteration 17Q: 3 clusters Score -1016901 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1016994.375000 Penalty: 4595.730469
	Iteration 18Q: 3 clusters Score -1016994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1017055.812500 Penalty: 4595.730469
	Iteration 19Q: 3 clusters Score -1017056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1017103.750000 Penalty: 4595.730469
	Iteration 20F: 3 clusters Score -1017104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1017140.312500 Penalty: 4595.730469
	Iteration 21Q: 3 clusters Score -1017140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1017174.250000 Penalty: 4595.730469
	Iteration 22Q: 3 clusters Score -1017174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1017197.812500 Penalty: 4595.730469
	Iteration 23Q: 3 clusters Score -1017198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1017216.062500 Penalty: 4595.730469
	Iteration 24Q: 3 clusters Score -1017216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1017224.687500 Penalty: 4595.730469
	Iteration 25Q: 3 clusters Score -1017225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1017230.062500 Penalty: 4595.730469
	Iteration 26Q: 3 clusters Score -1017230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1017234.000000 Penalty: 4595.730469
	Iteration 27Q: 3 clusters Score -1017234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1017237.562500 Penalty: 4595.730469
	Iteration 28Q: 3 clusters Score -1017238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1017238.062500 Penalty: 4595.730469
	Iteration 29Q: 3 clusters Score -1017238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1017237.500000 Penalty: 4595.730469
	Iteration 30Q: 3 clusters Score -1017238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1017237.500000 Penalty: 4595.730469
	Iteration 31F: 3 clusters Score -1017238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 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 364 members 
Entering Unmasked Estep 
Score: -59605.691406 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59605.69 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59932.992188 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -59932.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60162.148438 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -60162.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60360.996094 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -60361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60627.234375 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -60627.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60774.140625 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -60774.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60811.656250 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60811.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60829.425781 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60829.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60849.953125 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60849.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60863.152344 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60863.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60871.464844 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -60871.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60875.777344 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -60875.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60875.777344 Penalty: 3254.972412
	Iteration 12F: 3 clusters Score -60875.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -453034.406250 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -453034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -448589.468750 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -448589.5 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -449660.156250 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -449660.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -449974.281250 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -449974.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -450291.968750 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -450292 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -450634.718750 Penalty: 4208.601562
	Iteration 4F: 3 clusters Score -450634.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -450981.750000 Penalty: 4208.601562
	Iteration 5F: 3 clusters Score -450981.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -451309.000000 Penalty: 4208.601562
	Iteration 6F: 3 clusters Score -451309 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -451568.843750 Penalty: 4208.601562
	Iteration 7F: 3 clusters Score -451568.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -451749.312500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -451749.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -451878.968750 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -451879 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -451981.156250 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -451981.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -452059.687500 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -452059.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -452108.000000 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -452108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -452152.687500 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -452152.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -452196.875000 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -452196.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -452245.875000 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -452245.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -452301.156250 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -452301.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -452376.406250 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -452376.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -452475.656250 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -452475.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -452579.125000 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -452579.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -452682.531250 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -452682.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -452778.937500 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -452778.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -452873.000000 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -452873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -452970.125000 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -452970.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -453113.812500 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -453113.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -453338.062500 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -453338.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -453637.968750 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -453638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -453824.343750 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -453824.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -453902.906250 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -453902.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -453959.406250 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -453959.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -454040.500000 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -454040.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -454107.906250 Penalty: 4208.601562
	Iteration 31Q: 3 clusters Score -454107.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -454148.656250 Penalty: 4208.601562
	Iteration 32Q: 3 clusters Score -454148.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -454175.875000 Penalty: 4208.601562
	Iteration 33Q: 3 clusters Score -454175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -454183.593750 Penalty: 4208.601562
	Iteration 34Q: 3 clusters Score -454183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -454189.906250 Penalty: 4208.601562
	Iteration 35Q: 3 clusters Score -454189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -454196.906250 Penalty: 4208.601562
	Iteration 36Q: 3 clusters Score -454196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -454201.656250 Penalty: 4208.601562
	Iteration 37Q: 3 clusters Score -454201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -454204.343750 Penalty: 4208.601562
	Iteration 38Q: 3 clusters Score -454204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -454206.906250 Penalty: 4208.601562
	Iteration 39Q: 3 clusters Score -454206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -454214.125000 Penalty: 4208.601562
	Iteration 40F: 3 clusters Score -454214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -454216.718750 Penalty: 4208.601562
	Iteration 41Q: 3 clusters Score -454216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -454217.750000 Penalty: 4208.601562
	Iteration 42Q: 3 clusters Score -454217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -454218.593750 Penalty: 4208.601562
	Iteration 43Q: 3 clusters Score -454218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -454219.843750 Penalty: 4208.601562
	Iteration 44Q: 3 clusters Score -454219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -454218.437500 Penalty: 4208.601562
	Iteration 45Q: 3 clusters Score -454218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -454218.437500 Penalty: 4208.601562
	Iteration 46F: 3 clusters Score -454218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36700 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14869 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 2271 members 
Entering Unmasked Estep 
Score: -84137640.000000 Penalty: 207598.437500
Splitting cluster 8 changes total score from -84137816.000000 to -84137640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Entering Unmasked Estep 
Score: -415936.406250 Penalty: 2119.208984
	Iteration 0F: 2 clusters Score -415936.4 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 2567 members 
Entering Unmasked Estep 
Score: -411308.406250 Penalty: 4238.417969
	Iteration 0F: 3 clusters Score -411308.4 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -412613.937500 Penalty: 4238.417969
	Iteration 1F: 3 clusters Score -412613.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -412956.093750 Penalty: 4238.417969
	Iteration 2F: 3 clusters Score -412956.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -413289.468750 Penalty: 4238.417969
	Iteration 3F: 3 clusters Score -413289.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -413550.906250 Penalty: 4238.417969
	Iteration 4F: 3 clusters Score -413550.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413761.687500 Penalty: 4238.417969
	Iteration 5F: 3 clusters Score -413761.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -413963.875000 Penalty: 4238.417969
	Iteration 6Q: 3 clusters Score -413963.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -414147.156250 Penalty: 4238.417969
	Iteration 7Q: 3 clusters Score -414147.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -414267.937500 Penalty: 4238.417969
	Iteration 8Q: 3 clusters Score -414267.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -414376.312500 Penalty: 4238.417969
	Iteration 9Q: 3 clusters Score -414376.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -414470.593750 Penalty: 4238.417969
	Iteration 10Q: 3 clusters Score -414470.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -414545.156250 Penalty: 4238.417969
	Iteration 11Q: 3 clusters Score -414545.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -414602.562500 Penalty: 4238.417969
	Iteration 12Q: 3 clusters Score -414602.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -414647.750000 Penalty: 4238.417969
	Iteration 13Q: 3 clusters Score -414647.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -414683.406250 Penalty: 4238.417969
	Iteration 14Q: 3 clusters Score -414683.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -414711.968750 Penalty: 4238.417969
	Iteration 15Q: 3 clusters Score -414712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -414736.250000 Penalty: 4238.417969
	Iteration 16Q: 3 clusters Score -414736.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -414753.031250 Penalty: 4238.417969
	Iteration 17Q: 3 clusters Score -414753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -414768.656250 Penalty: 4238.417969
	Iteration 18Q: 3 clusters Score -414768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -414777.625000 Penalty: 4238.417969
	Iteration 19Q: 3 clusters Score -414777.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -414786.000000 Penalty: 4238.417969
	Iteration 20F: 3 clusters Score -414786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -414791.218750 Penalty: 4238.417969
	Iteration 21Q: 3 clusters Score -414791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -414797.343750 Penalty: 4238.417969
	Iteration 22Q: 3 clusters Score -414797.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -414799.437500 Penalty: 4238.417969
	Iteration 23Q: 3 clusters Score -414799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -414801.156250 Penalty: 4238.417969
	Iteration 24Q: 3 clusters Score -414801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -414803.437500 Penalty: 4238.417969
	Iteration 25Q: 3 clusters Score -414803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -414806.187500 Penalty: 4238.417969
	Iteration 26Q: 3 clusters Score -414806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -414807.437500 Penalty: 4238.417969
	Iteration 27Q: 3 clusters Score -414807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -414809.343750 Penalty: 4238.417969
	Iteration 28Q: 3 clusters Score -414809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -414810.125000 Penalty: 4238.417969
	Iteration 29Q: 3 clusters Score -414810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -414812.093750 Penalty: 4238.417969
	Iteration 30Q: 3 clusters Score -414812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -414812.343750 Penalty: 4238.417969
	Iteration 31Q: 3 clusters Score -414812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -414814.187500 Penalty: 4238.417969
	Iteration 32Q: 3 clusters Score -414814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -414815.250000 Penalty: 4238.417969
	Iteration 33Q: 3 clusters Score -414815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -414815.250000 Penalty: 4238.417969
	Iteration 34F: 3 clusters Score -414815.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -912219.312500 Penalty: 2290.554199
	Iteration 0F: 2 clusters Score -912219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -904538.750000 Penalty: 4581.108398
	Iteration 0F: 3 clusters Score -904538.8 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -906947.625000 Penalty: 4581.108398
	Iteration 1F: 3 clusters Score -906947.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -907376.875000 Penalty: 4581.108398
	Iteration 2F: 3 clusters Score -907376.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -907752.750000 Penalty: 4581.108398
	Iteration 3F: 3 clusters Score -907752.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -908119.250000 Penalty: 4581.108398
	Iteration 4F: 3 clusters Score -908119.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -908452.312500 Penalty: 4581.108398
	Iteration 5F: 3 clusters Score -908452.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -908694.875000 Penalty: 4581.108398
	Iteration 6Q: 3 clusters Score -908694.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -908872.750000 Penalty: 4581.108398
	Iteration 7Q: 3 clusters Score -908872.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -909017.062500 Penalty: 4581.108398
	Iteration 8Q: 3 clusters Score -909017.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -909137.250000 Penalty: 4581.108398
	Iteration 9Q: 3 clusters Score -909137.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -909252.437500 Penalty: 4581.108398
	Iteration 10Q: 3 clusters Score -909252.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -909349.875000 Penalty: 4581.108398
	Iteration 11Q: 3 clusters Score -909349.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -909430.875000 Penalty: 4581.108398
	Iteration 12Q: 3 clusters Score -909430.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -909518.062500 Penalty: 4581.108398
	Iteration 13Q: 3 clusters Score -909518.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -909617.187500 Penalty: 4581.108398
	Iteration 14Q: 3 clusters Score -909617.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -909721.937500 Penalty: 4581.108398
	Iteration 15Q: 3 clusters Score -909721.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -909829.812500 Penalty: 4581.108398
	Iteration 16Q: 3 clusters Score -909829.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -909961.062500 Penalty: 4581.108398
	Iteration 17Q: 3 clusters Score -909961.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -910092.937500 Penalty: 4581.108398
	Iteration 18Q: 3 clusters Score -910092.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -910247.250000 Penalty: 4581.108398
	Iteration 19Q: 3 clusters Score -910247.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -910409.000000 Penalty: 4581.108398
	Iteration 20F: 3 clusters Score -910409 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -910542.687500 Penalty: 4581.108398
	Iteration 21Q: 3 clusters Score -910542.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -910663.562500 Penalty: 4581.108398
	Iteration 22Q: 3 clusters Score -910663.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -910770.312500 Penalty: 4581.108398
	Iteration 23Q: 3 clusters Score -910770.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -910870.937500 Penalty: 4581.108398
	Iteration 24Q: 3 clusters Score -910870.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -910954.250000 Penalty: 4581.108398
	Iteration 25Q: 3 clusters Score -910954.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -911014.125000 Penalty: 4581.108398
	Iteration 26Q: 3 clusters Score -911014.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -911056.062500 Penalty: 4581.108398
	Iteration 27Q: 3 clusters Score -911056.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -911092.937500 Penalty: 4581.108398
	Iteration 28Q: 3 clusters Score -911092.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -911120.062500 Penalty: 4581.108398
	Iteration 29Q: 3 clusters Score -911120.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -911152.000000 Penalty: 4581.108398
	Iteration 30Q: 3 clusters Score -911152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -911170.187500 Penalty: 4581.108398
	Iteration 31Q: 3 clusters Score -911170.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -911185.062500 Penalty: 4581.108398
	Iteration 32Q: 3 clusters Score -911185.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -911196.687500 Penalty: 4581.108398
	Iteration 33Q: 3 clusters Score -911196.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -911204.937500 Penalty: 4581.108398
	Iteration 34Q: 3 clusters Score -911204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -911210.812500 Penalty: 4581.108398
	Iteration 35Q: 3 clusters Score -911210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -911219.687500 Penalty: 4581.108398
	Iteration 36Q: 3 clusters Score -911219.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -911224.000000 Penalty: 4581.108398
	Iteration 37Q: 3 clusters Score -911224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -911227.437500 Penalty: 4581.108398
	Iteration 38Q: 3 clusters Score -911227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -911232.125000 Penalty: 4581.108398
	Iteration 39Q: 3 clusters Score -911232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -911232.812500 Penalty: 4581.108398
	Iteration 40F: 3 clusters Score -911232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -911236.000000 Penalty: 4581.108398
	Iteration 41Q: 3 clusters Score -911236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -911238.000000 Penalty: 4581.108398
	Iteration 42Q: 3 clusters Score -911238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -911236.562500 Penalty: 4581.108398
	Iteration 43Q: 3 clusters Score -911236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -911239.812500 Penalty: 4581.108398
	Iteration 44Q: 3 clusters Score -911239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -911242.375000 Penalty: 4581.108398
	Iteration 45Q: 3 clusters Score -911242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -911245.875000 Penalty: 4581.108398
	Iteration 46Q: 3 clusters Score -911245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -911245.875000 Penalty: 4581.108398
	Iteration 47F: 3 clusters Score -911245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Entering Unmasked Estep 
Score: -11497181.000000 Penalty: 2891.697021
	Iteration 0F: 2 clusters Score -1.149718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -11419765.000000 Penalty: 5783.394043
	Iteration 0F: 3 clusters Score -1.141976e+07 nChanged 55020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -11451629.000000 Penalty: 5783.394043
	Iteration 1F: 3 clusters Score -1.145163e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -11452800.000000 Penalty: 5783.394043
	Iteration 2Q: 3 clusters Score -1.14528e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -11454330.000000 Penalty: 5783.394043
	Iteration 3Q: 3 clusters Score -1.145433e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -11456442.000000 Penalty: 5783.394043
	Iteration 4Q: 3 clusters Score -1.145644e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -11459081.000000 Penalty: 5783.394043
	Iteration 5Q: 3 clusters Score -1.145908e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -11462007.000000 Penalty: 5783.394043
	Iteration 6F: 3 clusters Score -1.146201e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -11465562.000000 Penalty: 5783.394043
	Iteration 7F: 3 clusters Score -1.146556e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -11469369.000000 Penalty: 5783.394043
	Iteration 8F: 3 clusters Score -1.146937e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -11473086.000000 Penalty: 5783.394043
	Iteration 9F: 3 clusters Score -1.147309e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -11477048.000000 Penalty: 5783.394043
	Iteration 10F: 3 clusters Score -1.147705e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -11480995.000000 Penalty: 5783.394043
	Iteration 11Q: 3 clusters Score -1.1481e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -11484823.000000 Penalty: 5783.394043
	Iteration 12Q: 3 clusters Score -1.148482e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -11487858.000000 Penalty: 5783.394043
	Iteration 13Q: 3 clusters Score -1.148786e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -11490094.000000 Penalty: 5783.394043
	Iteration 14Q: 3 clusters Score -1.149009e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -11491450.000000 Penalty: 5783.394043
	Iteration 15Q: 3 clusters Score -1.149145e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -11492482.000000 Penalty: 5783.394043
	Iteration 16Q: 3 clusters Score -1.149248e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 109130 members 
Entering Unmasked Estep 
Score: -11493150.000000 Penalty: 5783.394043
	Iteration 17Q: 3 clusters Score -1.149315e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -11493579.000000 Penalty: 5783.394043
	Iteration 18Q: 3 clusters Score -1.149358e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -11493855.000000 Penalty: 5783.394043
	Iteration 19Q: 3 clusters Score -1.149386e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -11494078.000000 Penalty: 5783.394043
	Iteration 20F: 3 clusters Score -1.149408e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -11494242.000000 Penalty: 5783.394043
	Iteration 21Q: 3 clusters Score -1.149424e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 112479 members 
Entering Unmasked Estep 
Score: -11494364.000000 Penalty: 5783.394043
	Iteration 22Q: 3 clusters Score -1.149436e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -11494426.000000 Penalty: 5783.394043
	Iteration 23Q: 3 clusters Score -1.149443e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 112990 members 
Entering Unmasked Estep 
Score: -11494500.000000 Penalty: 5783.394043
	Iteration 24Q: 3 clusters Score -1.14945e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 113185 members 
Entering Unmasked Estep 
Score: -11494575.000000 Penalty: 5783.394043
	Iteration 25Q: 3 clusters Score -1.149458e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -11494632.000000 Penalty: 5783.394043
	Iteration 26Q: 3 clusters Score -1.149463e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -11494685.000000 Penalty: 5783.394043
	Iteration 27Q: 3 clusters Score -1.149468e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -11494691.000000 Penalty: 5783.394043
	Iteration 28Q: 3 clusters Score -1.149469e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 113673 members 
Entering Unmasked Estep 
Score: -11494724.000000 Penalty: 5783.394043
	Iteration 29Q: 3 clusters Score -1.149472e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -11494758.000000 Penalty: 5783.394043
	Iteration 30Q: 3 clusters Score -1.149476e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -11494770.000000 Penalty: 5783.394043
	Iteration 31Q: 3 clusters Score -1.149477e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -11494767.000000 Penalty: 5783.394043
	Iteration 32Q: 3 clusters Score -1.149477e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -11494821.000000 Penalty: 5783.394043
	Iteration 33Q: 3 clusters Score -1.149482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -11494837.000000 Penalty: 5783.394043
	Iteration 34Q: 3 clusters Score -1.149484e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -11494863.000000 Penalty: 5783.394043
	Iteration 35Q: 3 clusters Score -1.149486e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 114058 members 
Entering Unmasked Estep 
Score: -11494869.000000 Penalty: 5783.394043
	Iteration 36Q: 3 clusters Score -1.149487e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 114091 members 
Entering Unmasked Estep 
Score: -11494871.000000 Penalty: 5783.394043
	Iteration 37Q: 3 clusters Score -1.149487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -11494883.000000 Penalty: 5783.394043
	Iteration 38Q: 3 clusters Score -1.149488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -11494904.000000 Penalty: 5783.394043
	Iteration 39Q: 3 clusters Score -1.14949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -11494906.000000 Penalty: 5783.394043
	Iteration 40F: 3 clusters Score -1.149491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -11494916.000000 Penalty: 5783.394043
	Iteration 41Q: 3 clusters Score -1.149492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -11494928.000000 Penalty: 5783.394043
	Iteration 42Q: 3 clusters Score -1.149493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -11494933.000000 Penalty: 5783.394043
	Iteration 43Q: 3 clusters Score -1.149493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -11494926.000000 Penalty: 5783.394043
	Iteration 44Q: 3 clusters Score -1.149493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -11494923.000000 Penalty: 5783.394043
	Iteration 45Q: 3 clusters Score -1.149492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -11494945.000000 Penalty: 5783.394043
	Iteration 46Q: 3 clusters Score -1.149494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -11494951.000000 Penalty: 5783.394043
	Iteration 47Q: 3 clusters Score -1.149495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 114243 members 
Entering Unmasked Estep 
Score: -11494955.000000 Penalty: 5783.394043
	Iteration 48Q: 3 clusters Score -1.149496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -11494950.000000 Penalty: 5783.394043
	Iteration 49Q: 3 clusters Score -1.149495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 114257 members 
Entering Unmasked Estep 
Score: -11494960.000000 Penalty: 5783.394043
	Iteration 50Q: 3 clusters Score -1.149496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -11494969.000000 Penalty: 5783.394043
	Iteration 51Q: 3 clusters Score -1.149497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -11494958.000000 Penalty: 5783.394043
	Iteration 52Q: 3 clusters Score -1.149496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -11494968.000000 Penalty: 5783.394043
	Iteration 53Q: 3 clusters Score -1.149497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 114287 members 
Entering Unmasked Estep 
Score: -11494952.000000 Penalty: 5783.394043
	Iteration 54Q: 3 clusters Score -1.149495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 114295 members 
Entering Unmasked Estep 
Score: -11494958.000000 Penalty: 5783.394043
	Iteration 55Q: 3 clusters Score -1.149496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 114299 members 
Entering Unmasked Estep 
Score: -11494969.000000 Penalty: 5783.394043
	Iteration 56Q: 3 clusters Score -1.149497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -11494974.000000 Penalty: 5783.394043
	Iteration 57Q: 3 clusters Score -1.149497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -11494979.000000 Penalty: 5783.394043
	Iteration 58Q: 3 clusters Score -1.149498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -11494977.000000 Penalty: 5783.394043
	Iteration 59Q: 3 clusters Score -1.149498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -11494980.000000 Penalty: 5783.394043
	Iteration 60F: 3 clusters Score -1.149498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 114329 members 
Entering Unmasked Estep 
Score: -11494985.000000 Penalty: 5783.394043
	Iteration 61Q: 3 clusters Score -1.149498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -11494985.000000 Penalty: 5783.394043
	Iteration 62Q: 3 clusters Score -1.149498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -11494988.000000 Penalty: 5783.394043
	Iteration 63Q: 3 clusters Score -1.149499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -11494993.000000 Penalty: 5783.394043
	Iteration 64Q: 3 clusters Score -1.149499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 114343 members 
Entering Unmasked Estep 
Score: -11494993.000000 Penalty: 5783.394043
	Iteration 65Q: 3 clusters Score -1.149499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -11495002.000000 Penalty: 5783.394043
	Iteration 66Q: 3 clusters Score -1.1495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 114356 members 
Entering Unmasked Estep 
Score: -11494997.000000 Penalty: 5783.394043
	Iteration 67Q: 3 clusters Score -1.1495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -11495010.000000 Penalty: 5783.394043
	Iteration 68Q: 3 clusters Score -1.149501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 114364 members 
Entering Unmasked Estep 
Score: -11495014.000000 Penalty: 5783.394043
	Iteration 69Q: 3 clusters Score -1.149501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -11495007.000000 Penalty: 5783.394043
	Iteration 70Q: 3 clusters Score -1.149501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -11494998.000000 Penalty: 5783.394043
	Iteration 71Q: 3 clusters Score -1.1495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -11495012.000000 Penalty: 5783.394043
	Iteration 72Q: 3 clusters Score -1.149501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -11495006.000000 Penalty: 5783.394043
	Iteration 73Q: 3 clusters Score -1.149501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 114373 members 
Entering Unmasked Estep 
Score: -11495015.000000 Penalty: 5783.394043
	Iteration 74Q: 3 clusters Score -1.149502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -11495017.000000 Penalty: 5783.394043
	Iteration 75Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 76Q: 3 clusters Score -1.149502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -11495020.000000 Penalty: 5783.394043
	Iteration 77Q: 3 clusters Score -1.149502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -11495021.000000 Penalty: 5783.394043
	Iteration 78Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 114380 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 79Q: 3 clusters Score -1.149502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -11495023.000000 Penalty: 5783.394043
	Iteration 80F: 3 clusters Score -1.149502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -11495015.000000 Penalty: 5783.394043
	Iteration 81Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -11495017.000000 Penalty: 5783.394043
	Iteration 82Q: 3 clusters Score -1.149502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 83Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -11495021.000000 Penalty: 5783.394043
	Iteration 84Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -11495014.000000 Penalty: 5783.394043
	Iteration 85Q: 3 clusters Score -1.149501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 114389 members 
Entering Unmasked Estep 
Score: -11495015.000000 Penalty: 5783.394043
	Iteration 86Q: 3 clusters Score -1.149502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -11495018.000000 Penalty: 5783.394043
	Iteration 87Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -11495015.000000 Penalty: 5783.394043
	Iteration 88Q: 3 clusters Score -1.149502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -11495018.000000 Penalty: 5783.394043
	Iteration 89Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -11495021.000000 Penalty: 5783.394043
	Iteration 90Q: 3 clusters Score -1.149502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -11495023.000000 Penalty: 5783.394043
	Iteration 91Q: 3 clusters Score -1.149502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -11495022.000000 Penalty: 5783.394043
	Iteration 92Q: 3 clusters Score -1.149502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 93Q: 3 clusters Score -1.149502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 114400 members 
Entering Unmasked Estep 
Score: -11495026.000000 Penalty: 5783.394043
	Iteration 94Q: 3 clusters Score -1.149503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 114402 members 
Entering Unmasked Estep 
Score: -11495025.000000 Penalty: 5783.394043
	Iteration 95Q: 3 clusters Score -1.149502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 96Q: 3 clusters Score -1.149502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 97Q: 3 clusters Score -1.149502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 98Q: 3 clusters Score -1.149502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -11495019.000000 Penalty: 5783.394043
	Iteration 99F: 3 clusters Score -1.149502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Entering Unmasked Estep 
Score: -659523.062500 Penalty: 2194.180908
	Iteration 0F: 2 clusters Score -659523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -653792.625000 Penalty: 4388.361816
	Iteration 0F: 3 clusters Score -653792.6 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -655422.562500 Penalty: 4388.361816
	Iteration 1F: 3 clusters Score -655422.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -655912.875000 Penalty: 4388.361816
	Iteration 2F: 3 clusters Score -655912.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -656584.500000 Penalty: 4388.361816
	Iteration 3F: 3 clusters Score -656584.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -657357.250000 Penalty: 4388.361816
	Iteration 4F: 3 clusters Score -657357.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -657933.875000 Penalty: 4388.361816
	Iteration 5F: 3 clusters Score -657933.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -658308.312500 Penalty: 4388.361816
	Iteration 6F: 3 clusters Score -658308.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -658540.625000 Penalty: 4388.361816
	Iteration 7Q: 3 clusters Score -658540.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -658710.000000 Penalty: 4388.361816
	Iteration 8Q: 3 clusters Score -658710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -658809.687500 Penalty: 4388.361816
	Iteration 9Q: 3 clusters Score -658809.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -658885.500000 Penalty: 4388.361816
	Iteration 10Q: 3 clusters Score -658885.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -658943.875000 Penalty: 4388.361816
	Iteration 11Q: 3 clusters Score -658943.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -658996.750000 Penalty: 4388.361816
	Iteration 12Q: 3 clusters Score -658996.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -659042.125000 Penalty: 4388.361816
	Iteration 13Q: 3 clusters Score -659042.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -659079.687500 Penalty: 4388.361816
	Iteration 14Q: 3 clusters Score -659079.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -659106.500000 Penalty: 4388.361816
	Iteration 15Q: 3 clusters Score -659106.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -659124.187500 Penalty: 4388.361816
	Iteration 16Q: 3 clusters Score -659124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -659141.500000 Penalty: 4388.361816
	Iteration 17Q: 3 clusters Score -659141.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -659158.375000 Penalty: 4388.361816
	Iteration 18Q: 3 clusters Score -659158.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -659176.937500 Penalty: 4388.361816
	Iteration 19Q: 3 clusters Score -659176.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -659190.000000 Penalty: 4388.361816
	Iteration 20F: 3 clusters Score -659190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -659197.000000 Penalty: 4388.361816
	Iteration 21Q: 3 clusters Score -659197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -659207.437500 Penalty: 4388.361816
	Iteration 22Q: 3 clusters Score -659207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -659215.000000 Penalty: 4388.361816
	Iteration 23Q: 3 clusters Score -659215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -659215.125000 Penalty: 4388.361816
	Iteration 24Q: 3 clusters Score -659215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -659219.125000 Penalty: 4388.361816
	Iteration 25Q: 3 clusters Score -659219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -659220.250000 Penalty: 4388.361816
	Iteration 26Q: 3 clusters Score -659220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -659220.937500 Penalty: 4388.361816
	Iteration 27Q: 3 clusters Score -659220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -659224.000000 Penalty: 4388.361816
	Iteration 28Q: 3 clusters Score -659224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -659224.625000 Penalty: 4388.361816
	Iteration 29Q: 3 clusters Score -659224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -659228.000000 Penalty: 4388.361816
	Iteration 30Q: 3 clusters Score -659228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -659228.875000 Penalty: 4388.361816
	Iteration 31Q: 3 clusters Score -659228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -659230.187500 Penalty: 4388.361816
	Iteration 32Q: 3 clusters Score -659230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -659230.125000 Penalty: 4388.361816
	Iteration 33Q: 3 clusters Score -659230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -659231.187500 Penalty: 4388.361816
	Iteration 34Q: 3 clusters Score -659231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -659231.687500 Penalty: 4388.361816
	Iteration 35Q: 3 clusters Score -659231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -659233.062500 Penalty: 4388.361816
	Iteration 36Q: 3 clusters Score -659233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -659232.625000 Penalty: 4388.361816
	Iteration 37Q: 3 clusters Score -659232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -659232.625000 Penalty: 4388.361816
	Iteration 38F: 3 clusters Score -659232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -318430.062500 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -318430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -314972.843750 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -314972.8 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -315687.437500 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -315687.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -315843.031250 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -315843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -315946.406250 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -315946.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -316029.500000 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -316029.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -316083.531250 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -316083.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -316118.437500 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -316118.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -316142.156250 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -316142.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -316163.500000 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -316163.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -316173.968750 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -316174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -316182.281250 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -316182.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -316189.875000 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -316189.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316197.531250 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -316197.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -316203.218750 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -316203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -316206.250000 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -316206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -316210.531250 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -316210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -316214.187500 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -316214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -316218.718750 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -316218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -316220.218750 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -316220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -316220.750000 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -316220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -316222.437500 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -316222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -316223.062500 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -316223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -316223.375000 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -316223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -316224.062500 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -316224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -316224.062500 Penalty: 4017.228516
	Iteration 24F: 3 clusters Score -316224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -287828.250000 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -287828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -284548.000000 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -284548 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -285325.093750 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -285325.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -285587.062500 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -285587.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -285755.031250 Penalty: 3980.493896
	Iteration 3F: 3 clusters Score -285755 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -285875.031250 Penalty: 3980.493896
	Iteration 4Q: 3 clusters Score -285875 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -285978.750000 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -285978.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -286054.187500 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -286054.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286113.781250 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -286113.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286163.937500 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -286163.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -286197.156250 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -286197.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -286220.812500 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -286220.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -286239.031250 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -286239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286257.750000 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -286257.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -286275.531250 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -286275.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286294.437500 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -286294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -286305.562500 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -286305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286313.343750 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -286313.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286322.593750 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -286322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -286327.500000 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -286327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286332.000000 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -286332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -286337.156250 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -286337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -286340.843750 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -286340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286345.437500 Penalty: 3980.493896
	Iteration 22Q: 3 clusters Score -286345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286348.906250 Penalty: 3980.493896
	Iteration 23Q: 3 clusters Score -286348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286353.625000 Penalty: 3980.493896
	Iteration 24Q: 3 clusters Score -286353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286354.375000 Penalty: 3980.493896
	Iteration 25Q: 3 clusters Score -286354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286354.375000 Penalty: 3980.493896
	Iteration 26F: 3 clusters Score -286354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1159690.250000 Penalty: 2322.761963
	Iteration 0F: 2 clusters Score -1159690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1151037.875000 Penalty: 4645.523926
	Iteration 0F: 3 clusters Score -1151038 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1153500.875000 Penalty: 4645.523926
	Iteration 1F: 3 clusters Score -1153501 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1153781.375000 Penalty: 4645.523926
	Iteration 2F: 3 clusters Score -1153781 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1154008.750000 Penalty: 4645.523926
	Iteration 3Q: 3 clusters Score -1154009 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1154205.750000 Penalty: 4645.523926
	Iteration 4Q: 3 clusters Score -1154206 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1154402.125000 Penalty: 4645.523926
	Iteration 5Q: 3 clusters Score -1154402 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1154649.750000 Penalty: 4645.523926
	Iteration 6Q: 3 clusters Score -1154650 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1154950.750000 Penalty: 4645.523926
	Iteration 7Q: 3 clusters Score -1154951 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1155323.125000 Penalty: 4645.523926
	Iteration 8F: 3 clusters Score -1155323 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1155721.000000 Penalty: 4645.523926
	Iteration 9F: 3 clusters Score -1155721 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1156094.500000 Penalty: 4645.523926
	Iteration 10F: 3 clusters Score -1156094 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1156409.125000 Penalty: 4645.523926
	Iteration 11Q: 3 clusters Score -1156409 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1156628.500000 Penalty: 4645.523926
	Iteration 12Q: 3 clusters Score -1156628 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1156752.750000 Penalty: 4645.523926
	Iteration 13Q: 3 clusters Score -1156753 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1156834.125000 Penalty: 4645.523926
	Iteration 14Q: 3 clusters Score -1156834 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1156892.625000 Penalty: 4645.523926
	Iteration 15Q: 3 clusters Score -1156893 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1156938.125000 Penalty: 4645.523926
	Iteration 16Q: 3 clusters Score -1156938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1156975.125000 Penalty: 4645.523926
	Iteration 17Q: 3 clusters Score -1156975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1157003.500000 Penalty: 4645.523926
	Iteration 18Q: 3 clusters Score -1157004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1157027.750000 Penalty: 4645.523926
	Iteration 19Q: 3 clusters Score -1157028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1157046.500000 Penalty: 4645.523926
	Iteration 20F: 3 clusters Score -1157046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1157065.250000 Penalty: 4645.523926
	Iteration 21Q: 3 clusters Score -1157065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1157072.500000 Penalty: 4645.523926
	Iteration 22Q: 3 clusters Score -1157072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1157086.625000 Penalty: 4645.523926
	Iteration 23Q: 3 clusters Score -1157087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1157091.500000 Penalty: 4645.523926
	Iteration 24Q: 3 clusters Score -1157092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1157104.375000 Penalty: 4645.523926
	Iteration 25Q: 3 clusters Score -1157104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1157121.250000 Penalty: 4645.523926
	Iteration 26Q: 3 clusters Score -1157121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1157139.250000 Penalty: 4645.523926
	Iteration 27Q: 3 clusters Score -1157139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1157159.625000 Penalty: 4645.523926
	Iteration 28Q: 3 clusters Score -1157160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1157183.500000 Penalty: 4645.523926
	Iteration 29Q: 3 clusters Score -1157184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1157199.625000 Penalty: 4645.523926
	Iteration 30Q: 3 clusters Score -1157200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1157218.750000 Penalty: 4645.523926
	Iteration 31Q: 3 clusters Score -1157219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1157241.250000 Penalty: 4645.523926
	Iteration 32Q: 3 clusters Score -1157241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1157259.250000 Penalty: 4645.523926
	Iteration 33Q: 3 clusters Score -1157259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1157276.250000 Penalty: 4645.523926
	Iteration 34Q: 3 clusters Score -1157276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1157293.125000 Penalty: 4645.523926
	Iteration 35Q: 3 clusters Score -1157293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1157317.500000 Penalty: 4645.523926
	Iteration 36Q: 3 clusters Score -1157318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1157335.625000 Penalty: 4645.523926
	Iteration 37Q: 3 clusters Score -1157336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1157361.750000 Penalty: 4645.523926
	Iteration 38Q: 3 clusters Score -1157362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1157377.875000 Penalty: 4645.523926
	Iteration 39Q: 3 clusters Score -1157378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1157402.750000 Penalty: 4645.523926
	Iteration 40F: 3 clusters Score -1157403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1157424.000000 Penalty: 4645.523926
	Iteration 41Q: 3 clusters Score -1157424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1157440.875000 Penalty: 4645.523926
	Iteration 42Q: 3 clusters Score -1157441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1157463.625000 Penalty: 4645.523926
	Iteration 43Q: 3 clusters Score -1157464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1157487.125000 Penalty: 4645.523926
	Iteration 44Q: 3 clusters Score -1157487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1157500.875000 Penalty: 4645.523926
	Iteration 45Q: 3 clusters Score -1157501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1157520.250000 Penalty: 4645.523926
	Iteration 46Q: 3 clusters Score -1157520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1157534.500000 Penalty: 4645.523926
	Iteration 47Q: 3 clusters Score -1157534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1157545.750000 Penalty: 4645.523926
	Iteration 48Q: 3 clusters Score -1157546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1157553.125000 Penalty: 4645.523926
	Iteration 49Q: 3 clusters Score -1157553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1157566.000000 Penalty: 4645.523926
	Iteration 50Q: 3 clusters Score -1157566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1157570.875000 Penalty: 4645.523926
	Iteration 51Q: 3 clusters Score -1157571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1157582.375000 Penalty: 4645.523926
	Iteration 52Q: 3 clusters Score -1157582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1157591.500000 Penalty: 4645.523926
	Iteration 53Q: 3 clusters Score -1157592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1157597.750000 Penalty: 4645.523926
	Iteration 54Q: 3 clusters Score -1157598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1157606.000000 Penalty: 4645.523926
	Iteration 55Q: 3 clusters Score -1157606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1157617.875000 Penalty: 4645.523926
	Iteration 56Q: 3 clusters Score -1157618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1157626.375000 Penalty: 4645.523926
	Iteration 57Q: 3 clusters Score -1157626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1157632.625000 Penalty: 4645.523926
	Iteration 58Q: 3 clusters Score -1157633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1157641.250000 Penalty: 4645.523926
	Iteration 59Q: 3 clusters Score -1157641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1157654.250000 Penalty: 4645.523926
	Iteration 60F: 3 clusters Score -1157654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1157666.125000 Penalty: 4645.523926
	Iteration 61Q: 3 clusters Score -1157666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1157676.875000 Penalty: 4645.523926
	Iteration 62Q: 3 clusters Score -1157677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1157681.750000 Penalty: 4645.523926
	Iteration 63Q: 3 clusters Score -1157682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1157685.750000 Penalty: 4645.523926
	Iteration 64Q: 3 clusters Score -1157686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1157689.125000 Penalty: 4645.523926
	Iteration 65Q: 3 clusters Score -1157689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1157694.250000 Penalty: 4645.523926
	Iteration 66Q: 3 clusters Score -1157694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1157693.500000 Penalty: 4645.523926
	Iteration 67Q: 3 clusters Score -1157694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1157697.625000 Penalty: 4645.523926
	Iteration 68Q: 3 clusters Score -1157698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1157700.250000 Penalty: 4645.523926
	Iteration 69Q: 3 clusters Score -1157700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1157703.375000 Penalty: 4645.523926
	Iteration 70Q: 3 clusters Score -1157703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1157705.125000 Penalty: 4645.523926
	Iteration 71Q: 3 clusters Score -1157705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1157707.250000 Penalty: 4645.523926
	Iteration 72Q: 3 clusters Score -1157707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1157711.500000 Penalty: 4645.523926
	Iteration 73Q: 3 clusters Score -1157712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1157714.875000 Penalty: 4645.523926
	Iteration 74Q: 3 clusters Score -1157715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1157716.125000 Penalty: 4645.523926
	Iteration 75Q: 3 clusters Score -1157716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1157717.250000 Penalty: 4645.523926
	Iteration 76Q: 3 clusters Score -1157717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1157717.250000 Penalty: 4645.523926
	Iteration 77F: 3 clusters Score -1157717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Entering Unmasked Estep 
Score: -8838829.000000 Penalty: 2854.353516
	Iteration 0F: 2 clusters Score -8838829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -8772187.000000 Penalty: 5708.707031
	Iteration 0F: 3 clusters Score -8772187 nChanged 46975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -8799247.000000 Penalty: 5708.707031
	Iteration 1F: 3 clusters Score -8799247 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -8800379.000000 Penalty: 5708.707031
	Iteration 2Q: 3 clusters Score -8800379 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -8801642.000000 Penalty: 5708.707031
	Iteration 3Q: 3 clusters Score -8801642 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -8803197.000000 Penalty: 5708.707031
	Iteration 4Q: 3 clusters Score -8803197 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -8805060.000000 Penalty: 5708.707031
	Iteration 5Q: 3 clusters Score -8805060 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -8807329.000000 Penalty: 5708.707031
	Iteration 6Q: 3 clusters Score -8807329 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -8810276.000000 Penalty: 5708.707031
	Iteration 7F: 3 clusters Score -8810276 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -8813531.000000 Penalty: 5708.707031
	Iteration 8F: 3 clusters Score -8813531 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -8817050.000000 Penalty: 5708.707031
	Iteration 9F: 3 clusters Score -8817050 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -8820317.000000 Penalty: 5708.707031
	Iteration 10F: 3 clusters Score -8820317 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -8823319.000000 Penalty: 5708.707031
	Iteration 11Q: 3 clusters Score -8823319 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -8825699.000000 Penalty: 5708.707031
	Iteration 12Q: 3 clusters Score -8825699 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -8827595.000000 Penalty: 5708.707031
	Iteration 13Q: 3 clusters Score -8827595 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -8829137.000000 Penalty: 5708.707031
	Iteration 14Q: 3 clusters Score -8829137 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -8830409.000000 Penalty: 5708.707031
	Iteration 15Q: 3 clusters Score -8830409 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -8831448.000000 Penalty: 5708.707031
	Iteration 16Q: 3 clusters Score -8831448 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -8832378.000000 Penalty: 5708.707031
	Iteration 17Q: 3 clusters Score -8832378 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -8833180.000000 Penalty: 5708.707031
	Iteration 18Q: 3 clusters Score -8833180 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -8833856.000000 Penalty: 5708.707031
	Iteration 19Q: 3 clusters Score -8833856 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -8834449.000000 Penalty: 5708.707031
	Iteration 20F: 3 clusters Score -8834449 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -8834953.000000 Penalty: 5708.707031
	Iteration 21Q: 3 clusters Score -8834953 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -8835349.000000 Penalty: 5708.707031
	Iteration 22Q: 3 clusters Score -8835349 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -8835721.000000 Penalty: 5708.707031
	Iteration 23Q: 3 clusters Score -8835721 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -8835904.000000 Penalty: 5708.707031
	Iteration 24Q: 3 clusters Score -8835904 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -8836079.000000 Penalty: 5708.707031
	Iteration 25Q: 3 clusters Score -8836079 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -8836186.000000 Penalty: 5708.707031
	Iteration 26Q: 3 clusters Score -8836186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -8836290.000000 Penalty: 5708.707031
	Iteration 27Q: 3 clusters Score -8836290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -8836392.000000 Penalty: 5708.707031
	Iteration 28Q: 3 clusters Score -8836392 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -8836444.000000 Penalty: 5708.707031
	Iteration 29Q: 3 clusters Score -8836444 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -8836509.000000 Penalty: 5708.707031
	Iteration 30Q: 3 clusters Score -8836509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -8836585.000000 Penalty: 5708.707031
	Iteration 31Q: 3 clusters Score -8836585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 5708.707031
	Iteration 32Q: 3 clusters Score -8836617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -8836621.000000 Penalty: 5708.707031
	Iteration 33Q: 3 clusters Score -8836621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -8836632.000000 Penalty: 5708.707031
	Iteration 34Q: 3 clusters Score -8836632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -8836647.000000 Penalty: 5708.707031
	Iteration 35Q: 3 clusters Score -8836647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -8836666.000000 Penalty: 5708.707031
	Iteration 36Q: 3 clusters Score -8836666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -8836678.000000 Penalty: 5708.707031
	Iteration 37Q: 3 clusters Score -8836678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -8836684.000000 Penalty: 5708.707031
	Iteration 38Q: 3 clusters Score -8836684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -8836691.000000 Penalty: 5708.707031
	Iteration 39Q: 3 clusters Score -8836691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -8836714.000000 Penalty: 5708.707031
	Iteration 40F: 3 clusters Score -8836714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -8836712.000000 Penalty: 5708.707031
	Iteration 41Q: 3 clusters Score -8836712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -8836728.000000 Penalty: 5708.707031
	Iteration 42Q: 3 clusters Score -8836728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -8836725.000000 Penalty: 5708.707031
	Iteration 43Q: 3 clusters Score -8836725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -8836727.000000 Penalty: 5708.707031
	Iteration 44Q: 3 clusters Score -8836727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -8836723.000000 Penalty: 5708.707031
	Iteration 45Q: 3 clusters Score -8836723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -8836727.000000 Penalty: 5708.707031
	Iteration 46Q: 3 clusters Score -8836727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -8836725.000000 Penalty: 5708.707031
	Iteration 47Q: 3 clusters Score -8836725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -8836735.000000 Penalty: 5708.707031
	Iteration 48Q: 3 clusters Score -8836735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -8836739.000000 Penalty: 5708.707031
	Iteration 49Q: 3 clusters Score -8836739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -8836737.000000 Penalty: 5708.707031
	Iteration 50Q: 3 clusters Score -8836737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -8836737.000000 Penalty: 5708.707031
	Iteration 51Q: 3 clusters Score -8836737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -8836739.000000 Penalty: 5708.707031
	Iteration 52Q: 3 clusters Score -8836739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -8836747.000000 Penalty: 5708.707031
	Iteration 53Q: 3 clusters Score -8836747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -8836745.000000 Penalty: 5708.707031
	Iteration 54Q: 3 clusters Score -8836745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -8836747.000000 Penalty: 5708.707031
	Iteration 55Q: 3 clusters Score -8836747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -8836748.000000 Penalty: 5708.707031
	Iteration 56Q: 3 clusters Score -8836748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -8836758.000000 Penalty: 5708.707031
	Iteration 57Q: 3 clusters Score -8836758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -8836757.000000 Penalty: 5708.707031
	Iteration 58Q: 3 clusters Score -8836757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -8836755.000000 Penalty: 5708.707031
	Iteration 59Q: 3 clusters Score -8836755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -8836745.000000 Penalty: 5708.707031
	Iteration 60F: 3 clusters Score -8836745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -8836758.000000 Penalty: 5708.707031
	Iteration 61Q: 3 clusters Score -8836758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -8836769.000000 Penalty: 5708.707031
	Iteration 62Q: 3 clusters Score -8836769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -8836768.000000 Penalty: 5708.707031
	Iteration 63Q: 3 clusters Score -8836768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -8836771.000000 Penalty: 5708.707031
	Iteration 64Q: 3 clusters Score -8836771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -8836778.000000 Penalty: 5708.707031
	Iteration 65Q: 3 clusters Score -8836778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -8836775.000000 Penalty: 5708.707031
	Iteration 66Q: 3 clusters Score -8836775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -8836780.000000 Penalty: 5708.707031
	Iteration 67Q: 3 clusters Score -8836780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -8836778.000000 Penalty: 5708.707031
	Iteration 68Q: 3 clusters Score -8836778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -8836780.000000 Penalty: 5708.707031
	Iteration 69Q: 3 clusters Score -8836780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -8836781.000000 Penalty: 5708.707031
	Iteration 70Q: 3 clusters Score -8836781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -8836783.000000 Penalty: 5708.707031
	Iteration 71Q: 3 clusters Score -8836783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -8836781.000000 Penalty: 5708.707031
	Iteration 72Q: 3 clusters Score -8836781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -8836780.000000 Penalty: 5708.707031
	Iteration 73Q: 3 clusters Score -8836780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -8836780.000000 Penalty: 5708.707031
	Iteration 74F: 3 clusters Score -8836780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1294685.125000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1294685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1285139.625000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1285140 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1288143.750000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1288144 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1288592.375000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1288592 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1288889.750000 Penalty: 4693.322266
	Iteration 3F: 3 clusters Score -1288890 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1289126.500000 Penalty: 4693.322266
	Iteration 4Q: 3 clusters Score -1289126 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1289394.375000 Penalty: 4693.322266
	Iteration 5Q: 3 clusters Score -1289394 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1289726.875000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1289727 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1290120.625000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1290121 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1290564.500000 Penalty: 4693.322266
	Iteration 8F: 3 clusters Score -1290564 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1291009.625000 Penalty: 4693.322266
	Iteration 9F: 3 clusters Score -1291010 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1291441.750000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1291442 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1291807.750000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1291808 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1292072.875000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1292073 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1292251.125000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1292251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1292389.125000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1292389 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1292477.500000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1292478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1292538.750000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1292539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1292577.250000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1292577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1292612.500000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1292612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1292634.000000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1292634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1292650.750000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1292651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1292654.125000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1292654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1292657.250000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1292657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1292665.375000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1292665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1292672.625000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1292673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1292676.250000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1292676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1292681.875000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1292682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1292685.000000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1292685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1292688.000000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1292688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1292690.125000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1292690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1292690.250000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1292690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1292691.000000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1292691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1292692.750000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1292693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1292693.250000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1292693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1292693.250000 Penalty: 4693.322266
	Iteration 34F: 3 clusters Score -1292693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -246776.500000 Penalty: 1963.187378
	Iteration 0F: 2 clusters Score -246776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -243680.765625 Penalty: 3926.374756
	Iteration 0F: 3 clusters Score -243680.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -244257.703125 Penalty: 3926.374756
	Iteration 1F: 3 clusters Score -244257.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -244432.093750 Penalty: 3926.374756
	Iteration 2F: 3 clusters Score -244432.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -244577.125000 Penalty: 3926.374756
	Iteration 3F: 3 clusters Score -244577.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -244698.875000 Penalty: 3926.374756
	Iteration 4Q: 3 clusters Score -244698.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -244792.703125 Penalty: 3926.374756
	Iteration 5Q: 3 clusters Score -244792.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -244863.328125 Penalty: 3926.374756
	Iteration 6Q: 3 clusters Score -244863.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -244929.578125 Penalty: 3926.374756
	Iteration 7Q: 3 clusters Score -244929.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -244983.734375 Penalty: 3926.374756
	Iteration 8Q: 3 clusters Score -244983.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -245020.343750 Penalty: 3926.374756
	Iteration 9Q: 3 clusters Score -245020.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245049.562500 Penalty: 3926.374756
	Iteration 10Q: 3 clusters Score -245049.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245074.515625 Penalty: 3926.374756
	Iteration 11Q: 3 clusters Score -245074.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245098.390625 Penalty: 3926.374756
	Iteration 12Q: 3 clusters Score -245098.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -245125.812500 Penalty: 3926.374756
	Iteration 13Q: 3 clusters Score -245125.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -245164.921875 Penalty: 3926.374756
	Iteration 14Q: 3 clusters Score -245164.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -245214.765625 Penalty: 3926.374756
	Iteration 15Q: 3 clusters Score -245214.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245263.437500 Penalty: 3926.374756
	Iteration 16Q: 3 clusters Score -245263.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -245312.015625 Penalty: 3926.374756
	Iteration 17Q: 3 clusters Score -245312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -245369.968750 Penalty: 3926.374756
	Iteration 18Q: 3 clusters Score -245370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -245410.781250 Penalty: 3926.374756
	Iteration 19Q: 3 clusters Score -245410.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -245448.796875 Penalty: 3926.374756
	Iteration 20F: 3 clusters Score -245448.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -245483.828125 Penalty: 3926.374756
	Iteration 21Q: 3 clusters Score -245483.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -245521.265625 Penalty: 3926.374756
	Iteration 22Q: 3 clusters Score -245521.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -245556.750000 Penalty: 3926.374756
	Iteration 23Q: 3 clusters Score -245556.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -245627.562500 Penalty: 3926.374756
	Iteration 24Q: 3 clusters Score -245627.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -245735.593750 Penalty: 3926.374756
	Iteration 25Q: 3 clusters Score -245735.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -245851.687500 Penalty: 3926.374756
	Iteration 26Q: 3 clusters Score -245851.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245965.421875 Penalty: 3926.374756
	Iteration 27Q: 3 clusters Score -245965.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -246068.468750 Penalty: 3926.374756
	Iteration 28Q: 3 clusters Score -246068.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -246161.421875 Penalty: 3926.374756
	Iteration 29Q: 3 clusters Score -246161.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -246206.000000 Penalty: 3926.374756
	Iteration 30Q: 3 clusters Score -246206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -246227.250000 Penalty: 3926.374756
	Iteration 31Q: 3 clusters Score -246227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -246232.937500 Penalty: 3926.374756
	Iteration 32Q: 3 clusters Score -246232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -246236.671875 Penalty: 3926.374756
	Iteration 33Q: 3 clusters Score -246236.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -246241.171875 Penalty: 3926.374756
	Iteration 34Q: 3 clusters Score -246241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -246243.578125 Penalty: 3926.374756
	Iteration 35Q: 3 clusters Score -246243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -246246.890625 Penalty: 3926.374756
	Iteration 36Q: 3 clusters Score -246246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -246248.312500 Penalty: 3926.374756
	Iteration 37Q: 3 clusters Score -246248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -246248.421875 Penalty: 3926.374756
	Iteration 38Q: 3 clusters Score -246248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -246248.421875 Penalty: 3926.374756
	Iteration 39F: 3 clusters Score -246248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -201649.421875 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -201649.4 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 1103 members 
Entering Unmasked Estep 
Score: -198872.453125 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -198872.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -199420.296875 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -199420.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -199674.390625 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -199674.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -199804.031250 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -199804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -199886.187500 Penalty: 3819.121826
	Iteration 4Q: 3 clusters Score -199886.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -199947.484375 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -199947.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -199994.781250 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -199994.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -200039.265625 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -200039.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -200076.531250 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -200076.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -200124.078125 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -200124.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -200175.406250 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -200175.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -200229.296875 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -200229.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -200261.406250 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -200261.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -200285.078125 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -200285.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -200304.843750 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -200304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -200315.984375 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -200316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200329.640625 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -200329.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -200341.609375 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -200341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -200356.921875 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -200356.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -200370.312500 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -200370.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -200382.281250 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -200382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -200398.843750 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -200398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -200410.937500 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -200410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -200420.921875 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -200420.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -200427.093750 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -200427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200430.390625 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -200430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -200433.515625 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -200433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -200437.109375 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -200437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -200440.875000 Penalty: 3819.121826
	Iteration 28Q: 3 clusters Score -200440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -200442.937500 Penalty: 3819.121826
	Iteration 29Q: 3 clusters Score -200442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -200445.437500 Penalty: 3819.121826
	Iteration 30Q: 3 clusters Score -200445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -200447.953125 Penalty: 3819.121826
	Iteration 31Q: 3 clusters Score -200448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -200449.859375 Penalty: 3819.121826
	Iteration 32Q: 3 clusters Score -200449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -200451.343750 Penalty: 3819.121826
	Iteration 33Q: 3 clusters Score -200451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -200453.500000 Penalty: 3819.121826
	Iteration 34Q: 3 clusters Score -200453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -200455.937500 Penalty: 3819.121826
	Iteration 35Q: 3 clusters Score -200455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200456.875000 Penalty: 3819.121826
	Iteration 36Q: 3 clusters Score -200456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -200456.875000 Penalty: 3819.121826
	Iteration 37F: 3 clusters Score -200456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -367312.468750 Penalty: 2045.440430
	Iteration 0F: 2 clusters Score -367312.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -363550.312500 Penalty: 4090.880859
	Iteration 0F: 3 clusters Score -363550.3 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -364345.343750 Penalty: 4090.880859
	Iteration 1F: 3 clusters Score -364345.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -364544.937500 Penalty: 4090.880859
	Iteration 2F: 3 clusters Score -364544.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -364663.843750 Penalty: 4090.880859
	Iteration 3F: 3 clusters Score -364663.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -364731.031250 Penalty: 4090.880859
	Iteration 4Q: 3 clusters Score -364731 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364786.968750 Penalty: 4090.880859
	Iteration 5Q: 3 clusters Score -364787 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -364836.031250 Penalty: 4090.880859
	Iteration 6Q: 3 clusters Score -364836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -364862.593750 Penalty: 4090.880859
	Iteration 7Q: 3 clusters Score -364862.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -364881.531250 Penalty: 4090.880859
	Iteration 8Q: 3 clusters Score -364881.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -364890.750000 Penalty: 4090.880859
	Iteration 9Q: 3 clusters Score -364890.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -364907.437500 Penalty: 4090.880859
	Iteration 10Q: 3 clusters Score -364907.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -364923.125000 Penalty: 4090.880859
	Iteration 11Q: 3 clusters Score -364923.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -364931.437500 Penalty: 4090.880859
	Iteration 12Q: 3 clusters Score -364931.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -364936.187500 Penalty: 4090.880859
	Iteration 13Q: 3 clusters Score -364936.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364942.781250 Penalty: 4090.880859
	Iteration 14Q: 3 clusters Score -364942.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -364950.531250 Penalty: 4090.880859
	Iteration 15Q: 3 clusters Score -364950.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -364954.812500 Penalty: 4090.880859
	Iteration 16Q: 3 clusters Score -364954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -364959.437500 Penalty: 4090.880859
	Iteration 17Q: 3 clusters Score -364959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -364961.968750 Penalty: 4090.880859
	Iteration 18Q: 3 clusters Score -364962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -364966.906250 Penalty: 4090.880859
	Iteration 19Q: 3 clusters Score -364966.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -364972.781250 Penalty: 4090.880859
	Iteration 20F: 3 clusters Score -364972.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -364982.656250 Penalty: 4090.880859
	Iteration 21Q: 3 clusters Score -364982.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -364992.156250 Penalty: 4090.880859
	Iteration 22Q: 3 clusters Score -364992.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -365000.937500 Penalty: 4090.880859
	Iteration 23Q: 3 clusters Score -365000.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -365014.125000 Penalty: 4090.880859
	Iteration 24Q: 3 clusters Score -365014.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -365028.093750 Penalty: 4090.880859
	Iteration 25Q: 3 clusters Score -365028.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -365045.468750 Penalty: 4090.880859
	Iteration 26Q: 3 clusters Score -365045.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -365059.468750 Penalty: 4090.880859
	Iteration 27Q: 3 clusters Score -365059.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -365070.281250 Penalty: 4090.880859
	Iteration 28Q: 3 clusters Score -365070.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -365082.437500 Penalty: 4090.880859
	Iteration 29Q: 3 clusters Score -365082.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -365100.250000 Penalty: 4090.880859
	Iteration 30Q: 3 clusters Score -365100.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -365113.187500 Penalty: 4090.880859
	Iteration 31Q: 3 clusters Score -365113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -365128.218750 Penalty: 4090.880859
	Iteration 32Q: 3 clusters Score -365128.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -365148.531250 Penalty: 4090.880859
	Iteration 33Q: 3 clusters Score -365148.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -365167.500000 Penalty: 4090.880859
	Iteration 34Q: 3 clusters Score -365167.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -365183.281250 Penalty: 4090.880859
	Iteration 35Q: 3 clusters Score -365183.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -365207.750000 Penalty: 4090.880859
	Iteration 36Q: 3 clusters Score -365207.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -365240.125000 Penalty: 4090.880859
	Iteration 37Q: 3 clusters Score -365240.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -365276.187500 Penalty: 4090.880859
	Iteration 38Q: 3 clusters Score -365276.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -365314.968750 Penalty: 4090.880859
	Iteration 39Q: 3 clusters Score -365315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -365350.781250 Penalty: 4090.880859
	Iteration 40F: 3 clusters Score -365350.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -365383.125000 Penalty: 4090.880859
	Iteration 41Q: 3 clusters Score -365383.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -365414.625000 Penalty: 4090.880859
	Iteration 42Q: 3 clusters Score -365414.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -365438.343750 Penalty: 4090.880859
	Iteration 43Q: 3 clusters Score -365438.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -365461.562500 Penalty: 4090.880859
	Iteration 44Q: 3 clusters Score -365461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -365481.062500 Penalty: 4090.880859
	Iteration 45Q: 3 clusters Score -365481.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -365493.250000 Penalty: 4090.880859
	Iteration 46Q: 3 clusters Score -365493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -365500.812500 Penalty: 4090.880859
	Iteration 47Q: 3 clusters Score -365500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -365508.781250 Penalty: 4090.880859
	Iteration 48Q: 3 clusters Score -365508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -365518.531250 Penalty: 4090.880859
	Iteration 49Q: 3 clusters Score -365518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -365528.593750 Penalty: 4090.880859
	Iteration 50Q: 3 clusters Score -365528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -365538.625000 Penalty: 4090.880859
	Iteration 51Q: 3 clusters Score -365538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -365545.750000 Penalty: 4090.880859
	Iteration 52Q: 3 clusters Score -365545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -365550.000000 Penalty: 4090.880859
	Iteration 53Q: 3 clusters Score -365550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -365552.812500 Penalty: 4090.880859
	Iteration 54Q: 3 clusters Score -365552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -365554.906250 Penalty: 4090.880859
	Iteration 55Q: 3 clusters Score -365554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -365558.406250 Penalty: 4090.880859
	Iteration 56Q: 3 clusters Score -365558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -365561.750000 Penalty: 4090.880859
	Iteration 57Q: 3 clusters Score -365561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -365563.406250 Penalty: 4090.880859
	Iteration 58Q: 3 clusters Score -365563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -365564.156250 Penalty: 4090.880859
	Iteration 59Q: 3 clusters Score -365564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -365564.156250 Penalty: 4090.880859
	Iteration 60F: 3 clusters Score -365564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -254580.765625 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -254580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -251456.406250 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -251456.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -252350.109375 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -252350.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -252647.421875 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -252647.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -252838.390625 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -252838.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252998.703125 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -252998.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -253120.046875 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -253120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -253278.500000 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -253278.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -253434.484375 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -253434.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -253552.734375 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -253552.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -253634.281250 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -253634.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -253679.328125 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -253679.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -253717.015625 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -253717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -253739.359375 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -253739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -253753.281250 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -253753.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -253769.484375 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -253769.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -253782.593750 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -253782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -253790.015625 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -253790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -253797.734375 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -253797.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -253800.812500 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -253800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -253801.953125 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -253802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -253801.953125 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -253802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -518380.062500 Penalty: 2126.199219
	Iteration 0F: 2 clusters Score -518380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -513647.968750 Penalty: 4252.398438
	Iteration 0F: 3 clusters Score -513648 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -514812.093750 Penalty: 4252.398438
	Iteration 1F: 3 clusters Score -514812.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -515060.031250 Penalty: 4252.398438
	Iteration 2F: 3 clusters Score -515060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -515208.812500 Penalty: 4252.398438
	Iteration 3F: 3 clusters Score -515208.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -515313.843750 Penalty: 4252.398438
	Iteration 4Q: 3 clusters Score -515313.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -515378.281250 Penalty: 4252.398438
	Iteration 5Q: 3 clusters Score -515378.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -515436.843750 Penalty: 4252.398438
	Iteration 6Q: 3 clusters Score -515436.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -515505.687500 Penalty: 4252.398438
	Iteration 7Q: 3 clusters Score -515505.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -515569.531250 Penalty: 4252.398438
	Iteration 8Q: 3 clusters Score -515569.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -515620.906250 Penalty: 4252.398438
	Iteration 9Q: 3 clusters Score -515620.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -515674.281250 Penalty: 4252.398438
	Iteration 10Q: 3 clusters Score -515674.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -515730.218750 Penalty: 4252.398438
	Iteration 11Q: 3 clusters Score -515730.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -515795.531250 Penalty: 4252.398438
	Iteration 12Q: 3 clusters Score -515795.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -515869.281250 Penalty: 4252.398438
	Iteration 13Q: 3 clusters Score -515869.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -515957.843750 Penalty: 4252.398438
	Iteration 14Q: 3 clusters Score -515957.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -516059.437500 Penalty: 4252.398438
	Iteration 15Q: 3 clusters Score -516059.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -516188.156250 Penalty: 4252.398438
	Iteration 16Q: 3 clusters Score -516188.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -516359.437500 Penalty: 4252.398438
	Iteration 17Q: 3 clusters Score -516359.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -516552.375000 Penalty: 4252.398438
	Iteration 18Q: 3 clusters Score -516552.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -516688.281250 Penalty: 4252.398438
	Iteration 19Q: 3 clusters Score -516688.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -516788.750000 Penalty: 4252.398438
	Iteration 20F: 3 clusters Score -516788.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -516870.781250 Penalty: 4252.398438
	Iteration 21Q: 3 clusters Score -516870.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -516951.406250 Penalty: 4252.398438
	Iteration 22Q: 3 clusters Score -516951.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -517000.312500 Penalty: 4252.398438
	Iteration 23Q: 3 clusters Score -517000.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -517038.031250 Penalty: 4252.398438
	Iteration 24Q: 3 clusters Score -517038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -517074.281250 Penalty: 4252.398438
	Iteration 25Q: 3 clusters Score -517074.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -517116.343750 Penalty: 4252.398438
	Iteration 26Q: 3 clusters Score -517116.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -517161.531250 Penalty: 4252.398438
	Iteration 27Q: 3 clusters Score -517161.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -517196.968750 Penalty: 4252.398438
	Iteration 28Q: 3 clusters Score -517197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -517231.875000 Penalty: 4252.398438
	Iteration 29Q: 3 clusters Score -517231.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -517260.906250 Penalty: 4252.398438
	Iteration 30Q: 3 clusters Score -517260.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -517281.187500 Penalty: 4252.398438
	Iteration 31Q: 3 clusters Score -517281.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -517299.875000 Penalty: 4252.398438
	Iteration 32Q: 3 clusters Score -517299.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -517318.031250 Penalty: 4252.398438
	Iteration 33Q: 3 clusters Score -517318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -517326.531250 Penalty: 4252.398438
	Iteration 34Q: 3 clusters Score -517326.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -517333.406250 Penalty: 4252.398438
	Iteration 35Q: 3 clusters Score -517333.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -517342.000000 Penalty: 4252.398438
	Iteration 36Q: 3 clusters Score -517342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -517349.375000 Penalty: 4252.398438
	Iteration 37Q: 3 clusters Score -517349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -517352.968750 Penalty: 4252.398438
	Iteration 38Q: 3 clusters Score -517353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -517352.343750 Penalty: 4252.398438
	Iteration 39Q: 3 clusters Score -517352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -517353.093750 Penalty: 4252.398438
	Iteration 40F: 3 clusters Score -517353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -517354.531250 Penalty: 4252.398438
	Iteration 41Q: 3 clusters Score -517354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -517356.062500 Penalty: 4252.398438
	Iteration 42Q: 3 clusters Score -517356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -517356.812500 Penalty: 4252.398438
	Iteration 43Q: 3 clusters Score -517356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -517357.218750 Penalty: 4252.398438
	Iteration 44Q: 3 clusters Score -517357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -517358.437500 Penalty: 4252.398438
	Iteration 45Q: 3 clusters Score -517358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -517358.437500 Penalty: 4252.398438
	Iteration 46F: 3 clusters Score -517358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1092561.000000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1092561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1084296.375000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1084296 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1086795.625000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1086796 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1087150.375000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1087150 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1087454.375000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1087454 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1087725.000000 Penalty: 4607.052246
	Iteration 4F: 3 clusters Score -1087725 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1087980.125000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1087980 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1088243.250000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1088243 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1088506.500000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1088506 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1088754.500000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1088754 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1089021.375000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1089021 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1089286.625000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1089287 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1089548.500000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1089548 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1089811.625000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1089812 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1090063.125000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1090063 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1090246.000000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1090246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1090389.750000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1090390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1090496.750000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1090497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1090559.750000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1090560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1090606.750000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1090607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1090642.750000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1090643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1090688.625000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1090689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1090721.625000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1090722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1090730.375000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1090730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1090746.375000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1090746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1090750.750000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1090751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1090758.500000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1090758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1090763.875000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1090764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1090772.625000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1090773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1090773.125000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1090773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1090777.125000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1090777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1090776.625000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1090777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1090776.625000 Penalty: 4607.052246
	Iteration 31F: 3 clusters Score -1090777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Entering Unmasked Estep 
Score: -8262815.500000 Penalty: 2814.062012
	Iteration 0F: 2 clusters Score -8262816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8206412.000000 Penalty: 5628.124023
	Iteration 0F: 3 clusters Score -8206412 nChanged 39627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8228701.000000 Penalty: 5628.124023
	Iteration 1F: 3 clusters Score -8228701 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8229296.500000 Penalty: 5628.124023
	Iteration 2Q: 3 clusters Score -8229296 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8229838.500000 Penalty: 5628.124023
	Iteration 3Q: 3 clusters Score -8229838 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8230479.000000 Penalty: 5628.124023
	Iteration 4Q: 3 clusters Score -8230479 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -8231212.500000 Penalty: 5628.124023
	Iteration 5Q: 3 clusters Score -8231212 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -8232192.000000 Penalty: 5628.124023
	Iteration 6Q: 3 clusters Score -8232192 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -8233692.000000 Penalty: 5628.124023
	Iteration 7Q: 3 clusters Score -8233692 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -8236242.500000 Penalty: 5628.124023
	Iteration 8F: 3 clusters Score -8236242 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -8240185.500000 Penalty: 5628.124023
	Iteration 9F: 3 clusters Score -8240186 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -8245432.000000 Penalty: 5628.124023
	Iteration 10F: 3 clusters Score -8245432 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -8250989.000000 Penalty: 5628.124023
	Iteration 11F: 3 clusters Score -8250989 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -8255496.000000 Penalty: 5628.124023
	Iteration 12F: 3 clusters Score -8255496 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -8258113.500000 Penalty: 5628.124023
	Iteration 13Q: 3 clusters Score -8258114 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -8259359.500000 Penalty: 5628.124023
	Iteration 14Q: 3 clusters Score -8259360 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -8259935.500000 Penalty: 5628.124023
	Iteration 15Q: 3 clusters Score -8259936 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -8260208.000000 Penalty: 5628.124023
	Iteration 16Q: 3 clusters Score -8260208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -8260315.000000 Penalty: 5628.124023
	Iteration 17Q: 3 clusters Score -8260315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -8260374.000000 Penalty: 5628.124023
	Iteration 18Q: 3 clusters Score -8260374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -8260416.000000 Penalty: 5628.124023
	Iteration 19Q: 3 clusters Score -8260416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -8260451.000000 Penalty: 5628.124023
	Iteration 20F: 3 clusters Score -8260451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -8260455.000000 Penalty: 5628.124023
	Iteration 21Q: 3 clusters Score -8260455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -8260467.500000 Penalty: 5628.124023
	Iteration 22Q: 3 clusters Score -8260468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -8260477.500000 Penalty: 5628.124023
	Iteration 23Q: 3 clusters Score -8260478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -8260486.500000 Penalty: 5628.124023
	Iteration 24Q: 3 clusters Score -8260486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -8260486.500000 Penalty: 5628.124023
	Iteration 25Q: 3 clusters Score -8260486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -8260481.000000 Penalty: 5628.124023
	Iteration 26Q: 3 clusters Score -8260481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -8260479.000000 Penalty: 5628.124023
	Iteration 27Q: 3 clusters Score -8260479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -8260485.000000 Penalty: 5628.124023
	Iteration 28Q: 3 clusters Score -8260485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -8260490.000000 Penalty: 5628.124023
	Iteration 29Q: 3 clusters Score -8260490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -8260487.500000 Penalty: 5628.124023
	Iteration 30Q: 3 clusters Score -8260488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -8260492.500000 Penalty: 5628.124023
	Iteration 31Q: 3 clusters Score -8260492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -8260487.000000 Penalty: 5628.124023
	Iteration 32Q: 3 clusters Score -8260487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -8260499.000000 Penalty: 5628.124023
	Iteration 33Q: 3 clusters Score -8260499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -8260492.500000 Penalty: 5628.124023
	Iteration 34Q: 3 clusters Score -8260492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -8260495.500000 Penalty: 5628.124023
	Iteration 35Q: 3 clusters Score -8260496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -8260495.500000 Penalty: 5628.124023
	Iteration 36F: 3 clusters Score -8260496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -288326.000000 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -288326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -285072.375000 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -285072.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285696.125000 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -285696.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -285843.562500 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -285843.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -285930.593750 Penalty: 3976.584473
	Iteration 3Q: 3 clusters Score -285930.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -285992.000000 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -285992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -286032.281250 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -286032.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -286065.000000 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -286065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -286095.750000 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -286095.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -286127.281250 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -286127.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -286146.375000 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -286146.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -286160.218750 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -286160.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -286174.031250 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -286174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -286186.781250 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -286186.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -286194.437500 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -286194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -286198.625000 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -286198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -286205.406250 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -286205.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -286213.156250 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -286213.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -286220.531250 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -286220.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -286224.812500 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -286224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -286226.812500 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -286226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -286228.281250 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -286228.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -286229.031250 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -286229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -286230.375000 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -286230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -286230.937500 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -286230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -286232.781250 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -286232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -286232.156250 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -286232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -286232.156250 Penalty: 3976.584473
	Iteration 26F: 3 clusters Score -286232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -103930.281250 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -103930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101931.273438 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -101931.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -102194.664062 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -102194.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102294.679688 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -102294.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102328.460938 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -102328.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102356.546875 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -102356.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102378.210938 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -102378.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102389.929688 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -102389.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102399.843750 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -102399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102404.328125 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -102404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102405.296875 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -102405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102407.070312 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -102407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102408.351562 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -102408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -102409.226562 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -102409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102409.507812 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -102409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102409.507812 Penalty: 3485.107666
	Iteration 14F: 3 clusters Score -102409.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -388770.281250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -388770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -384828.156250 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -384828.2 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -385758.406250 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -385758.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -386002.875000 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -386002.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -386151.468750 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -386151.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -386310.156250 Penalty: 4122.453613
	Iteration 4Q: 3 clusters Score -386310.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -386434.875000 Penalty: 4122.453613
	Iteration 5Q: 3 clusters Score -386434.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -386549.875000 Penalty: 4122.453613
	Iteration 6Q: 3 clusters Score -386549.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -386647.375000 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -386647.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -386739.031250 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -386739 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -386833.531250 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -386833.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -386913.437500 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -386913.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -386995.062500 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -386995.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -387068.656250 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -387068.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -387116.906250 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -387116.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -387157.093750 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -387157.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -387192.531250 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -387192.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -387220.937500 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -387220.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -387235.093750 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -387235.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -387247.906250 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -387247.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -387262.375000 Penalty: 4122.453613
	Iteration 19Q: 3 clusters Score -387262.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -387272.031250 Penalty: 4122.453613
	Iteration 20F: 3 clusters Score -387272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -387279.843750 Penalty: 4122.453613
	Iteration 21Q: 3 clusters Score -387279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -387286.281250 Penalty: 4122.453613
	Iteration 22Q: 3 clusters Score -387286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -387290.343750 Penalty: 4122.453613
	Iteration 23Q: 3 clusters Score -387290.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -387297.468750 Penalty: 4122.453613
	Iteration 24Q: 3 clusters Score -387297.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -387303.343750 Penalty: 4122.453613
	Iteration 25Q: 3 clusters Score -387303.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -387307.031250 Penalty: 4122.453613
	Iteration 26Q: 3 clusters Score -387307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -387309.375000 Penalty: 4122.453613
	Iteration 27Q: 3 clusters Score -387309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -387313.531250 Penalty: 4122.453613
	Iteration 28Q: 3 clusters Score -387313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -387314.125000 Penalty: 4122.453613
	Iteration 29Q: 3 clusters Score -387314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -387314.125000 Penalty: 4122.453613
	Iteration 30F: 3 clusters Score -387314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -513104.375000 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -513104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -507832.343750 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -507832.3 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -509273.062500 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -509273.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -509587.500000 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -509587.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -509810.656250 Penalty: 4336.237793
	Iteration 3F: 3 clusters Score -509810.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -510013.187500 Penalty: 4336.237793
	Iteration 4Q: 3 clusters Score -510013.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -510196.187500 Penalty: 4336.237793
	Iteration 5Q: 3 clusters Score -510196.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -510375.812500 Penalty: 4336.237793
	Iteration 6Q: 3 clusters Score -510375.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -510563.687500 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -510563.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -510749.562500 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -510749.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -510887.750000 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -510887.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -511005.406250 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -511005.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -511107.562500 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -511107.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -511186.531250 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -511186.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -511247.718750 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -511247.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -511285.906250 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -511285.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -511312.437500 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -511312.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -511329.000000 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -511329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -511337.937500 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -511337.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -511347.718750 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -511347.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -511355.343750 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -511355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -511359.843750 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -511359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -511363.718750 Penalty: 4336.237793
	Iteration 21Q: 3 clusters Score -511363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -511366.156250 Penalty: 4336.237793
	Iteration 22Q: 3 clusters Score -511366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -511366.968750 Penalty: 4336.237793
	Iteration 23Q: 3 clusters Score -511367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -511370.218750 Penalty: 4336.237793
	Iteration 24Q: 3 clusters Score -511370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -511371.812500 Penalty: 4336.237793
	Iteration 25Q: 3 clusters Score -511371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -511375.031250 Penalty: 4336.237793
	Iteration 26Q: 3 clusters Score -511375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -511377.687500 Penalty: 4336.237793
	Iteration 27Q: 3 clusters Score -511377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -511380.250000 Penalty: 4336.237793
	Iteration 28Q: 3 clusters Score -511380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -511383.593750 Penalty: 4336.237793
	Iteration 29Q: 3 clusters Score -511383.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -511387.625000 Penalty: 4336.237793
	Iteration 30Q: 3 clusters Score -511387.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -511391.937500 Penalty: 4336.237793
	Iteration 31Q: 3 clusters Score -511391.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -511393.687500 Penalty: 4336.237793
	Iteration 32Q: 3 clusters Score -511393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -511395.906250 Penalty: 4336.237793
	Iteration 33Q: 3 clusters Score -511395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -511400.625000 Penalty: 4336.237793
	Iteration 34Q: 3 clusters Score -511400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -511403.906250 Penalty: 4336.237793
	Iteration 35Q: 3 clusters Score -511403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -511408.500000 Penalty: 4336.237793
	Iteration 36Q: 3 clusters Score -511408.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -511413.468750 Penalty: 4336.237793
	Iteration 37Q: 3 clusters Score -511413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -511420.625000 Penalty: 4336.237793
	Iteration 38Q: 3 clusters Score -511420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -511428.250000 Penalty: 4336.237793
	Iteration 39Q: 3 clusters Score -511428.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -511434.531250 Penalty: 4336.237793
	Iteration 40F: 3 clusters Score -511434.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -511442.000000 Penalty: 4336.237793
	Iteration 41Q: 3 clusters Score -511442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -511448.687500 Penalty: 4336.237793
	Iteration 42Q: 3 clusters Score -511448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -511453.218750 Penalty: 4336.237793
	Iteration 43Q: 3 clusters Score -511453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -511457.406250 Penalty: 4336.237793
	Iteration 44Q: 3 clusters Score -511457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -511458.125000 Penalty: 4336.237793
	Iteration 45Q: 3 clusters Score -511458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -511458.906250 Penalty: 4336.237793
	Iteration 46Q: 3 clusters Score -511458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -511460.062500 Penalty: 4336.237793
	Iteration 47Q: 3 clusters Score -511460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -511460.625000 Penalty: 4336.237793
	Iteration 48Q: 3 clusters Score -511460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -511460.625000 Penalty: 4336.237793
	Iteration 49F: 3 clusters Score -511460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -353754.687500 Penalty: 2037.656860
	Iteration 0F: 2 clusters Score -353754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -350012.500000 Penalty: 4075.313721
	Iteration 0F: 3 clusters Score -350012.5 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -350858.312500 Penalty: 4075.313721
	Iteration 1F: 3 clusters Score -350858.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -351052.843750 Penalty: 4075.313721
	Iteration 2F: 3 clusters Score -351052.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -351199.687500 Penalty: 4075.313721
	Iteration 3F: 3 clusters Score -351199.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -351348.312500 Penalty: 4075.313721
	Iteration 4Q: 3 clusters Score -351348.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -351487.000000 Penalty: 4075.313721
	Iteration 5Q: 3 clusters Score -351487 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -351644.187500 Penalty: 4075.313721
	Iteration 6Q: 3 clusters Score -351644.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -351795.500000 Penalty: 4075.313721
	Iteration 7Q: 3 clusters Score -351795.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -351930.593750 Penalty: 4075.313721
	Iteration 8Q: 3 clusters Score -351930.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -352094.718750 Penalty: 4075.313721
	Iteration 9Q: 3 clusters Score -352094.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -352286.031250 Penalty: 4075.313721
	Iteration 10Q: 3 clusters Score -352286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -352439.375000 Penalty: 4075.313721
	Iteration 11Q: 3 clusters Score -352439.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -352567.093750 Penalty: 4075.313721
	Iteration 12Q: 3 clusters Score -352567.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -352696.156250 Penalty: 4075.313721
	Iteration 13Q: 3 clusters Score -352696.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -352813.187500 Penalty: 4075.313721
	Iteration 14Q: 3 clusters Score -352813.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -352917.687500 Penalty: 4075.313721
	Iteration 15Q: 3 clusters Score -352917.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -353019.687500 Penalty: 4075.313721
	Iteration 16Q: 3 clusters Score -353019.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -353082.062500 Penalty: 4075.313721
	Iteration 17Q: 3 clusters Score -353082.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -353123.812500 Penalty: 4075.313721
	Iteration 18Q: 3 clusters Score -353123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -353145.687500 Penalty: 4075.313721
	Iteration 19Q: 3 clusters Score -353145.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -353156.218750 Penalty: 4075.313721
	Iteration 20F: 3 clusters Score -353156.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -353162.906250 Penalty: 4075.313721
	Iteration 21Q: 3 clusters Score -353162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -353167.406250 Penalty: 4075.313721
	Iteration 22Q: 3 clusters Score -353167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -353170.125000 Penalty: 4075.313721
	Iteration 23Q: 3 clusters Score -353170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -353171.656250 Penalty: 4075.313721
	Iteration 24Q: 3 clusters Score -353171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -353173.156250 Penalty: 4075.313721
	Iteration 25Q: 3 clusters Score -353173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -353174.062500 Penalty: 4075.313721
	Iteration 26Q: 3 clusters Score -353174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -353175.187500 Penalty: 4075.313721
	Iteration 27Q: 3 clusters Score -353175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -353175.187500 Penalty: 4075.313721
	Iteration 28F: 3 clusters Score -353175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -338308.062500 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -338308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -334731.343750 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -334731.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -335643.281250 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -335643.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -335973.406250 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -335973.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -336221.843750 Penalty: 4053.113281
	Iteration 3F: 3 clusters Score -336221.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -336472.656250 Penalty: 4053.113281
	Iteration 4F: 3 clusters Score -336472.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -336690.750000 Penalty: 4053.113281
	Iteration 5F: 3 clusters Score -336690.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -336852.625000 Penalty: 4053.113281
	Iteration 6Q: 3 clusters Score -336852.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -336988.125000 Penalty: 4053.113281
	Iteration 7Q: 3 clusters Score -336988.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -337076.343750 Penalty: 4053.113281
	Iteration 8Q: 3 clusters Score -337076.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -337120.062500 Penalty: 4053.113281
	Iteration 9Q: 3 clusters Score -337120.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -337153.031250 Penalty: 4053.113281
	Iteration 10Q: 3 clusters Score -337153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -337179.906250 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -337179.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -337194.343750 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -337194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -337200.156250 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -337200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -337207.625000 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -337207.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -337215.218750 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -337215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -337220.125000 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -337220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -337226.031250 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -337226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -337226.843750 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -337226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -337229.156250 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -337229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -337230.156250 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -337230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -337232.750000 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -337232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -337236.906250 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -337236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -337243.656250 Penalty: 4053.113281
	Iteration 23Q: 3 clusters Score -337243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -337260.656250 Penalty: 4053.113281
	Iteration 24Q: 3 clusters Score -337260.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -337329.843750 Penalty: 4053.113281
	Iteration 25Q: 3 clusters Score -337329.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -337399.250000 Penalty: 4053.113281
	Iteration 26Q: 3 clusters Score -337399.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -337427.500000 Penalty: 4053.113281
	Iteration 27Q: 3 clusters Score -337427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -337434.312500 Penalty: 4053.113281
	Iteration 28Q: 3 clusters Score -337434.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -337439.093750 Penalty: 4053.113281
	Iteration 29Q: 3 clusters Score -337439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -337440.156250 Penalty: 4053.113281
	Iteration 30Q: 3 clusters Score -337440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -337441.531250 Penalty: 4053.113281
	Iteration 31Q: 3 clusters Score -337441.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -337441.406250 Penalty: 4053.113281
	Iteration 32Q: 3 clusters Score -337441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -337442.468750 Penalty: 4053.113281
	Iteration 33Q: 3 clusters Score -337442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -337442.468750 Penalty: 4053.113281
	Iteration 34F: 3 clusters Score -337442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Entering Unmasked Estep 
Score: -3603537.000000 Penalty: 2606.612061
	Iteration 0F: 2 clusters Score -3603537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3578690.500000 Penalty: 5213.224121
	Iteration 0F: 3 clusters Score -3578690 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3587931.750000 Penalty: 5213.224121
	Iteration 1F: 3 clusters Score -3587932 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3588572.000000 Penalty: 5213.224121
	Iteration 2Q: 3 clusters Score -3588572 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3589158.500000 Penalty: 5213.224121
	Iteration 3Q: 3 clusters Score -3589158 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3589756.500000 Penalty: 5213.224121
	Iteration 4Q: 3 clusters Score -3589756 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3590383.750000 Penalty: 5213.224121
	Iteration 5Q: 3 clusters Score -3590384 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3591103.750000 Penalty: 5213.224121
	Iteration 6Q: 3 clusters Score -3591104 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3591865.250000 Penalty: 5213.224121
	Iteration 7Q: 3 clusters Score -3591865 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3592635.000000 Penalty: 5213.224121
	Iteration 8Q: 3 clusters Score -3592635 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3593333.000000 Penalty: 5213.224121
	Iteration 9Q: 3 clusters Score -3593333 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3593955.750000 Penalty: 5213.224121
	Iteration 10Q: 3 clusters Score -3593956 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3594474.250000 Penalty: 5213.224121
	Iteration 11Q: 3 clusters Score -3594474 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3594889.500000 Penalty: 5213.224121
	Iteration 12Q: 3 clusters Score -3594890 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3595323.250000 Penalty: 5213.224121
	Iteration 13Q: 3 clusters Score -3595323 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3595767.250000 Penalty: 5213.224121
	Iteration 14Q: 3 clusters Score -3595767 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3596235.000000 Penalty: 5213.224121
	Iteration 15Q: 3 clusters Score -3596235 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3596836.500000 Penalty: 5213.224121
	Iteration 16Q: 3 clusters Score -3596836 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3597515.500000 Penalty: 5213.224121
	Iteration 17Q: 3 clusters Score -3597516 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3598206.000000 Penalty: 5213.224121
	Iteration 18Q: 3 clusters Score -3598206 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3598946.750000 Penalty: 5213.224121
	Iteration 19Q: 3 clusters Score -3598947 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3599612.250000 Penalty: 5213.224121
	Iteration 20F: 3 clusters Score -3599612 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3600131.750000 Penalty: 5213.224121
	Iteration 21Q: 3 clusters Score -3600132 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3600528.500000 Penalty: 5213.224121
	Iteration 22Q: 3 clusters Score -3600528 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3600815.500000 Penalty: 5213.224121
	Iteration 23Q: 3 clusters Score -3600816 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3600982.500000 Penalty: 5213.224121
	Iteration 24Q: 3 clusters Score -3600982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3601068.750000 Penalty: 5213.224121
	Iteration 25Q: 3 clusters Score -3601069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3601118.250000 Penalty: 5213.224121
	Iteration 26Q: 3 clusters Score -3601118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3601133.000000 Penalty: 5213.224121
	Iteration 27Q: 3 clusters Score -3601133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3601165.750000 Penalty: 5213.224121
	Iteration 28Q: 3 clusters Score -3601166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3601176.500000 Penalty: 5213.224121
	Iteration 29Q: 3 clusters Score -3601176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3601194.250000 Penalty: 5213.224121
	Iteration 30Q: 3 clusters Score -3601194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3601203.750000 Penalty: 5213.224121
	Iteration 31Q: 3 clusters Score -3601204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3601219.000000 Penalty: 5213.224121
	Iteration 32Q: 3 clusters Score -3601219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3601236.750000 Penalty: 5213.224121
	Iteration 33Q: 3 clusters Score -3601237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3601251.500000 Penalty: 5213.224121
	Iteration 34Q: 3 clusters Score -3601252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3601260.000000 Penalty: 5213.224121
	Iteration 35Q: 3 clusters Score -3601260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3601269.750000 Penalty: 5213.224121
	Iteration 36Q: 3 clusters Score -3601270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3601273.750000 Penalty: 5213.224121
	Iteration 37Q: 3 clusters Score -3601274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3601280.750000 Penalty: 5213.224121
	Iteration 38Q: 3 clusters Score -3601281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3601284.250000 Penalty: 5213.224121
	Iteration 39Q: 3 clusters Score -3601284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3601279.000000 Penalty: 5213.224121
	Iteration 40F: 3 clusters Score -3601279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3601288.250000 Penalty: 5213.224121
	Iteration 41Q: 3 clusters Score -3601288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3601286.250000 Penalty: 5213.224121
	Iteration 42Q: 3 clusters Score -3601286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3601286.250000 Penalty: 5213.224121
	Iteration 43F: 3 clusters Score -3601286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -74318.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72530.554688 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -72530.55 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72820.687500 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -72820.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72944.179688 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -72944.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -73019.125000 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -73019.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73085.367188 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -73085.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73159.296875 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -73159.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73295.257812 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -73295.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73411.351562 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -73411.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73463.640625 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -73463.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73480.054688 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -73480.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73486.437500 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -73486.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73488.890625 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -73488.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73488.890625 Penalty: 3338.584961
	Iteration 12F: 3 clusters Score -73488.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -1605188.625000 Penalty: 2397.997803
	Iteration 0F: 2 clusters Score -1605189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1593663.750000 Penalty: 4795.995605
	Iteration 0F: 3 clusters Score -1593664 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1597436.500000 Penalty: 4795.995605
	Iteration 1F: 3 clusters Score -1597436 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1597848.375000 Penalty: 4795.995605
	Iteration 2F: 3 clusters Score -1597848 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1598131.250000 Penalty: 4795.995605
	Iteration 3Q: 3 clusters Score -1598131 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1598363.000000 Penalty: 4795.995605
	Iteration 4Q: 3 clusters Score -1598363 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1598582.250000 Penalty: 4795.995605
	Iteration 5Q: 3 clusters Score -1598582 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1598797.125000 Penalty: 4795.995605
	Iteration 6Q: 3 clusters Score -1598797 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1598996.125000 Penalty: 4795.995605
	Iteration 7Q: 3 clusters Score -1598996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1599182.875000 Penalty: 4795.995605
	Iteration 8Q: 3 clusters Score -1599183 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1599382.500000 Penalty: 4795.995605
	Iteration 9Q: 3 clusters Score -1599382 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1599569.125000 Penalty: 4795.995605
	Iteration 10Q: 3 clusters Score -1599569 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1599760.125000 Penalty: 4795.995605
	Iteration 11Q: 3 clusters Score -1599760 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1599967.875000 Penalty: 4795.995605
	Iteration 12Q: 3 clusters Score -1599968 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1600199.000000 Penalty: 4795.995605
	Iteration 13Q: 3 clusters Score -1600199 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1600467.125000 Penalty: 4795.995605
	Iteration 14Q: 3 clusters Score -1600467 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1600745.125000 Penalty: 4795.995605
	Iteration 15Q: 3 clusters Score -1600745 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1601067.375000 Penalty: 4795.995605
	Iteration 16Q: 3 clusters Score -1601067 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1601373.875000 Penalty: 4795.995605
	Iteration 17Q: 3 clusters Score -1601374 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1601665.375000 Penalty: 4795.995605
	Iteration 18Q: 3 clusters Score -1601665 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1601955.750000 Penalty: 4795.995605
	Iteration 19Q: 3 clusters Score -1601956 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1602210.875000 Penalty: 4795.995605
	Iteration 20F: 3 clusters Score -1602211 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1602431.125000 Penalty: 4795.995605
	Iteration 21Q: 3 clusters Score -1602431 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1602576.750000 Penalty: 4795.995605
	Iteration 22Q: 3 clusters Score -1602577 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1602698.000000 Penalty: 4795.995605
	Iteration 23Q: 3 clusters Score -1602698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1602784.125000 Penalty: 4795.995605
	Iteration 24Q: 3 clusters Score -1602784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1602872.250000 Penalty: 4795.995605
	Iteration 25Q: 3 clusters Score -1602872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1602943.500000 Penalty: 4795.995605
	Iteration 26Q: 3 clusters Score -1602944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1602990.625000 Penalty: 4795.995605
	Iteration 27Q: 3 clusters Score -1602991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1603024.625000 Penalty: 4795.995605
	Iteration 28Q: 3 clusters Score -1603025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1603050.625000 Penalty: 4795.995605
	Iteration 29Q: 3 clusters Score -1603051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1603073.500000 Penalty: 4795.995605
	Iteration 30Q: 3 clusters Score -1603074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1603088.500000 Penalty: 4795.995605
	Iteration 31Q: 3 clusters Score -1603088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1603109.500000 Penalty: 4795.995605
	Iteration 32Q: 3 clusters Score -1603110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1603122.875000 Penalty: 4795.995605
	Iteration 33Q: 3 clusters Score -1603123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1603127.000000 Penalty: 4795.995605
	Iteration 34Q: 3 clusters Score -1603127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1603136.375000 Penalty: 4795.995605
	Iteration 35Q: 3 clusters Score -1603136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1603144.250000 Penalty: 4795.995605
	Iteration 36Q: 3 clusters Score -1603144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1603144.375000 Penalty: 4795.995605
	Iteration 37Q: 3 clusters Score -1603144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1603147.375000 Penalty: 4795.995605
	Iteration 38Q: 3 clusters Score -1603147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1603152.250000 Penalty: 4795.995605
	Iteration 39Q: 3 clusters Score -1603152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1603155.000000 Penalty: 4795.995605
	Iteration 40F: 3 clusters Score -1603155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1603155.750000 Penalty: 4795.995605
	Iteration 41Q: 3 clusters Score -1603156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1603158.125000 Penalty: 4795.995605
	Iteration 42Q: 3 clusters Score -1603158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1603160.375000 Penalty: 4795.995605
	Iteration 43Q: 3 clusters Score -1603160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1603160.000000 Penalty: 4795.995605
	Iteration 44Q: 3 clusters Score -1603160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1603161.250000 Penalty: 4795.995605
	Iteration 45Q: 3 clusters Score -1603161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1603162.750000 Penalty: 4795.995605
	Iteration 46Q: 3 clusters Score -1603163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1603165.125000 Penalty: 4795.995605
	Iteration 47Q: 3 clusters Score -1603165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1603165.375000 Penalty: 4795.995605
	Iteration 48Q: 3 clusters Score -1603165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1603168.250000 Penalty: 4795.995605
	Iteration 49Q: 3 clusters Score -1603168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1603168.125000 Penalty: 4795.995605
	Iteration 50Q: 3 clusters Score -1603168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1603171.625000 Penalty: 4795.995605
	Iteration 51Q: 3 clusters Score -1603172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1603171.625000 Penalty: 4795.995605
	Iteration 52F: 3 clusters Score -1603172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Entering Unmasked Estep 
Score: -1090466.625000 Penalty: 2304.830078
	Iteration 0F: 2 clusters Score -1090467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1082310.750000 Penalty: 4609.660156
	Iteration 0F: 3 clusters Score -1082311 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1084678.875000 Penalty: 4609.660156
	Iteration 1F: 3 clusters Score -1084679 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1084996.000000 Penalty: 4609.660156
	Iteration 2F: 3 clusters Score -1084996 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1085198.125000 Penalty: 4609.660156
	Iteration 3Q: 3 clusters Score -1085198 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1085349.375000 Penalty: 4609.660156
	Iteration 4Q: 3 clusters Score -1085349 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1085478.625000 Penalty: 4609.660156
	Iteration 5Q: 3 clusters Score -1085479 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1085584.000000 Penalty: 4609.660156
	Iteration 6Q: 3 clusters Score -1085584 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1085710.000000 Penalty: 4609.660156
	Iteration 7Q: 3 clusters Score -1085710 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1085864.125000 Penalty: 4609.660156
	Iteration 8Q: 3 clusters Score -1085864 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1086065.000000 Penalty: 4609.660156
	Iteration 9Q: 3 clusters Score -1086065 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1086303.875000 Penalty: 4609.660156
	Iteration 10Q: 3 clusters Score -1086304 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1086580.250000 Penalty: 4609.660156
	Iteration 11Q: 3 clusters Score -1086580 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1086864.125000 Penalty: 4609.660156
	Iteration 12Q: 3 clusters Score -1086864 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1087127.000000 Penalty: 4609.660156
	Iteration 13Q: 3 clusters Score -1087127 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1087350.000000 Penalty: 4609.660156
	Iteration 14Q: 3 clusters Score -1087350 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1087538.375000 Penalty: 4609.660156
	Iteration 15Q: 3 clusters Score -1087538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1087685.250000 Penalty: 4609.660156
	Iteration 16Q: 3 clusters Score -1087685 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1087809.000000 Penalty: 4609.660156
	Iteration 17Q: 3 clusters Score -1087809 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1087936.000000 Penalty: 4609.660156
	Iteration 18Q: 3 clusters Score -1087936 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1088036.750000 Penalty: 4609.660156
	Iteration 19Q: 3 clusters Score -1088037 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1088112.750000 Penalty: 4609.660156
	Iteration 20F: 3 clusters Score -1088113 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1088186.500000 Penalty: 4609.660156
	Iteration 21Q: 3 clusters Score -1088186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1088253.500000 Penalty: 4609.660156
	Iteration 22Q: 3 clusters Score -1088254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1088313.375000 Penalty: 4609.660156
	Iteration 23Q: 3 clusters Score -1088313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1088372.250000 Penalty: 4609.660156
	Iteration 24Q: 3 clusters Score -1088372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1088422.125000 Penalty: 4609.660156
	Iteration 25Q: 3 clusters Score -1088422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1088464.000000 Penalty: 4609.660156
	Iteration 26Q: 3 clusters Score -1088464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1088497.250000 Penalty: 4609.660156
	Iteration 27Q: 3 clusters Score -1088497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1088521.000000 Penalty: 4609.660156
	Iteration 28Q: 3 clusters Score -1088521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1088541.250000 Penalty: 4609.660156
	Iteration 29Q: 3 clusters Score -1088541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1088557.250000 Penalty: 4609.660156
	Iteration 30Q: 3 clusters Score -1088557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1088570.500000 Penalty: 4609.660156
	Iteration 31Q: 3 clusters Score -1088570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1088581.625000 Penalty: 4609.660156
	Iteration 32Q: 3 clusters Score -1088582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1088589.875000 Penalty: 4609.660156
	Iteration 33Q: 3 clusters Score -1088590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1088592.250000 Penalty: 4609.660156
	Iteration 34Q: 3 clusters Score -1088592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1088592.250000 Penalty: 4609.660156
	Iteration 35F: 3 clusters Score -1088592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Entering Unmasked Estep 
Score: -1320591.500000 Penalty: 2382.544434
	Iteration 0F: 2 clusters Score -1320592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1309936.625000 Penalty: 4765.088867
	Iteration 0F: 3 clusters Score -1309937 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1313231.125000 Penalty: 4765.088867
	Iteration 1F: 3 clusters Score -1313231 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1313659.250000 Penalty: 4765.088867
	Iteration 2F: 3 clusters Score -1313659 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1314008.625000 Penalty: 4765.088867
	Iteration 3F: 3 clusters Score -1314009 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1314324.750000 Penalty: 4765.088867
	Iteration 4Q: 3 clusters Score -1314325 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1314627.875000 Penalty: 4765.088867
	Iteration 5Q: 3 clusters Score -1314628 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1314993.250000 Penalty: 4765.088867
	Iteration 6Q: 3 clusters Score -1314993 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1315363.125000 Penalty: 4765.088867
	Iteration 7Q: 3 clusters Score -1315363 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1315752.125000 Penalty: 4765.088867
	Iteration 8Q: 3 clusters Score -1315752 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1316169.000000 Penalty: 4765.088867
	Iteration 9Q: 3 clusters Score -1316169 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1316567.625000 Penalty: 4765.088867
	Iteration 10Q: 3 clusters Score -1316568 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1316968.875000 Penalty: 4765.088867
	Iteration 11Q: 3 clusters Score -1316969 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1317318.250000 Penalty: 4765.088867
	Iteration 12Q: 3 clusters Score -1317318 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1317631.500000 Penalty: 4765.088867
	Iteration 13Q: 3 clusters Score -1317632 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1317843.500000 Penalty: 4765.088867
	Iteration 14Q: 3 clusters Score -1317844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1318005.250000 Penalty: 4765.088867
	Iteration 15Q: 3 clusters Score -1318005 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1318132.375000 Penalty: 4765.088867
	Iteration 16Q: 3 clusters Score -1318132 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1318245.750000 Penalty: 4765.088867
	Iteration 17Q: 3 clusters Score -1318246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1318322.125000 Penalty: 4765.088867
	Iteration 18Q: 3 clusters Score -1318322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1318374.250000 Penalty: 4765.088867
	Iteration 19Q: 3 clusters Score -1318374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1318419.625000 Penalty: 4765.088867
	Iteration 20F: 3 clusters Score -1318420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1318453.500000 Penalty: 4765.088867
	Iteration 21Q: 3 clusters Score -1318454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1318484.625000 Penalty: 4765.088867
	Iteration 22Q: 3 clusters Score -1318485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1318502.250000 Penalty: 4765.088867
	Iteration 23Q: 3 clusters Score -1318502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1318516.500000 Penalty: 4765.088867
	Iteration 24Q: 3 clusters Score -1318516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1318525.250000 Penalty: 4765.088867
	Iteration 25Q: 3 clusters Score -1318525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1318532.625000 Penalty: 4765.088867
	Iteration 26Q: 3 clusters Score -1318533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1318537.125000 Penalty: 4765.088867
	Iteration 27Q: 3 clusters Score -1318537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1318543.375000 Penalty: 4765.088867
	Iteration 28Q: 3 clusters Score -1318543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1318550.125000 Penalty: 4765.088867
	Iteration 29Q: 3 clusters Score -1318550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1318563.500000 Penalty: 4765.088867
	Iteration 30Q: 3 clusters Score -1318564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1318572.875000 Penalty: 4765.088867
	Iteration 31Q: 3 clusters Score -1318573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1318582.875000 Penalty: 4765.088867
	Iteration 32Q: 3 clusters Score -1318583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1318590.000000 Penalty: 4765.088867
	Iteration 33Q: 3 clusters Score -1318590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1318595.125000 Penalty: 4765.088867
	Iteration 34Q: 3 clusters Score -1318595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1318598.750000 Penalty: 4765.088867
	Iteration 35Q: 3 clusters Score -1318599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1318598.375000 Penalty: 4765.088867
	Iteration 36Q: 3 clusters Score -1318598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1318601.750000 Penalty: 4765.088867
	Iteration 37Q: 3 clusters Score -1318602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1318603.250000 Penalty: 4765.088867
	Iteration 38Q: 3 clusters Score -1318603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1318604.375000 Penalty: 4765.088867
	Iteration 39Q: 3 clusters Score -1318604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1318608.125000 Penalty: 4765.088867
	Iteration 40F: 3 clusters Score -1318608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1318607.375000 Penalty: 4765.088867
	Iteration 41Q: 3 clusters Score -1318607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1318608.125000 Penalty: 4765.088867
	Iteration 42Q: 3 clusters Score -1318608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1318608.125000 Penalty: 4765.088867
	Iteration 43F: 3 clusters Score -1318608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -483306.593750 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -483306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -478472.312500 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -478472.3 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -479697.500000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -479697.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -480003.468750 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -480003.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -480262.906250 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -480262.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -480476.062500 Penalty: 4281.093262
	Iteration 4Q: 3 clusters Score -480476.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -480654.375000 Penalty: 4281.093262
	Iteration 5Q: 3 clusters Score -480654.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -480812.375000 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -480812.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -480972.281250 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -480972.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -481106.250000 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -481106.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -481239.125000 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -481239.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -481365.218750 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -481365.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -481468.812500 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -481468.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -481549.812500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -481549.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -481627.687500 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -481627.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -481705.625000 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -481705.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -481790.250000 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -481790.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -481854.750000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -481854.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -481911.500000 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -481911.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -481958.562500 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -481958.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -482004.781250 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -482004.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -482055.500000 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -482055.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -482101.000000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -482101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -482138.281250 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -482138.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -482184.031250 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -482184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -482243.125000 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -482243.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -482310.468750 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -482310.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -482403.093750 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -482403.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -482522.343750 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -482522.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -482640.000000 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -482640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -482764.687500 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -482764.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -482862.718750 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -482862.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -482936.437500 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -482936.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -482987.812500 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -482987.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -483013.000000 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -483013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -483030.062500 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -483030.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -483045.156250 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -483045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -483058.218750 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -483058.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -483074.187500 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -483074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -483089.843750 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -483089.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -483098.593750 Penalty: 4281.093262
	Iteration 39Q: 3 clusters Score -483098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -483101.843750 Penalty: 4281.093262
	Iteration 40F: 3 clusters Score -483101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -483103.125000 Penalty: 4281.093262
	Iteration 41Q: 3 clusters Score -483103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -483103.125000 Penalty: 4281.093262
	Iteration 42F: 3 clusters Score -483103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Entering Unmasked Estep 
Score: -721063.187500 Penalty: 2229.536621
	Iteration 0F: 2 clusters Score -721063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -714655.875000 Penalty: 4459.073242
	Iteration 0F: 3 clusters Score -714655.9 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -716555.000000 Penalty: 4459.073242
	Iteration 1F: 3 clusters Score -716555 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -716931.250000 Penalty: 4459.073242
	Iteration 2F: 3 clusters Score -716931.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -717189.812500 Penalty: 4459.073242
	Iteration 3F: 3 clusters Score -717189.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -717417.000000 Penalty: 4459.073242
	Iteration 4Q: 3 clusters Score -717417 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -717621.312500 Penalty: 4459.073242
	Iteration 5Q: 3 clusters Score -717621.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -717815.937500 Penalty: 4459.073242
	Iteration 6Q: 3 clusters Score -717815.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -717995.812500 Penalty: 4459.073242
	Iteration 7Q: 3 clusters Score -717995.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -718172.250000 Penalty: 4459.073242
	Iteration 8Q: 3 clusters Score -718172.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -718351.187500 Penalty: 4459.073242
	Iteration 9Q: 3 clusters Score -718351.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -718505.500000 Penalty: 4459.073242
	Iteration 10Q: 3 clusters Score -718505.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -718636.562500 Penalty: 4459.073242
	Iteration 11Q: 3 clusters Score -718636.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -718738.562500 Penalty: 4459.073242
	Iteration 12Q: 3 clusters Score -718738.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -718810.687500 Penalty: 4459.073242
	Iteration 13Q: 3 clusters Score -718810.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -718877.375000 Penalty: 4459.073242
	Iteration 14Q: 3 clusters Score -718877.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -718935.000000 Penalty: 4459.073242
	Iteration 15Q: 3 clusters Score -718935 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -718967.250000 Penalty: 4459.073242
	Iteration 16Q: 3 clusters Score -718967.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -718996.812500 Penalty: 4459.073242
	Iteration 17Q: 3 clusters Score -718996.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -719016.812500 Penalty: 4459.073242
	Iteration 18Q: 3 clusters Score -719016.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -719033.500000 Penalty: 4459.073242
	Iteration 19Q: 3 clusters Score -719033.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -719046.062500 Penalty: 4459.073242
	Iteration 20F: 3 clusters Score -719046.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -719055.937500 Penalty: 4459.073242
	Iteration 21Q: 3 clusters Score -719055.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -719061.750000 Penalty: 4459.073242
	Iteration 22Q: 3 clusters Score -719061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -719065.375000 Penalty: 4459.073242
	Iteration 23Q: 3 clusters Score -719065.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -719070.687500 Penalty: 4459.073242
	Iteration 24Q: 3 clusters Score -719070.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -719079.187500 Penalty: 4459.073242
	Iteration 25Q: 3 clusters Score -719079.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -719081.937500 Penalty: 4459.073242
	Iteration 26Q: 3 clusters Score -719081.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -719084.937500 Penalty: 4459.073242
	Iteration 27Q: 3 clusters Score -719084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -719087.500000 Penalty: 4459.073242
	Iteration 28Q: 3 clusters Score -719087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -719089.812500 Penalty: 4459.073242
	Iteration 29Q: 3 clusters Score -719089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -719091.125000 Penalty: 4459.073242
	Iteration 30Q: 3 clusters Score -719091.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -719092.437500 Penalty: 4459.073242
	Iteration 31Q: 3 clusters Score -719092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -719092.500000 Penalty: 4459.073242
	Iteration 32Q: 3 clusters Score -719092.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -719094.312500 Penalty: 4459.073242
	Iteration 33Q: 3 clusters Score -719094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -719097.500000 Penalty: 4459.073242
	Iteration 34Q: 3 clusters Score -719097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -719098.000000 Penalty: 4459.073242
	Iteration 35Q: 3 clusters Score -719098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -719099.437500 Penalty: 4459.073242
	Iteration 36Q: 3 clusters Score -719099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -719101.562500 Penalty: 4459.073242
	Iteration 37Q: 3 clusters Score -719101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -719101.750000 Penalty: 4459.073242
	Iteration 38Q: 3 clusters Score -719101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -719102.625000 Penalty: 4459.073242
	Iteration 39Q: 3 clusters Score -719102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -719107.125000 Penalty: 4459.073242
	Iteration 40F: 3 clusters Score -719107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -719106.687500 Penalty: 4459.073242
	Iteration 41Q: 3 clusters Score -719106.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -719108.625000 Penalty: 4459.073242
	Iteration 42Q: 3 clusters Score -719108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -719109.187500 Penalty: 4459.073242
	Iteration 43Q: 3 clusters Score -719109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -719110.437500 Penalty: 4459.073242
	Iteration 44Q: 3 clusters Score -719110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -719110.437500 Penalty: 4459.073242
	Iteration 45F: 3 clusters Score -719110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Entering Unmasked Estep 
Score: -2043636.250000 Penalty: 2476.616455
	Iteration 0F: 2 clusters Score -2043636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2028383.750000 Penalty: 4953.232910
	Iteration 0F: 3 clusters Score -2028384 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2033579.125000 Penalty: 4953.232910
	Iteration 1F: 3 clusters Score -2033579 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2034027.875000 Penalty: 4953.232910
	Iteration 2F: 3 clusters Score -2034028 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2034457.125000 Penalty: 4953.232910
	Iteration 3Q: 3 clusters Score -2034457 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2034970.375000 Penalty: 4953.232910
	Iteration 4Q: 3 clusters Score -2034970 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2035619.875000 Penalty: 4953.232910
	Iteration 5F: 3 clusters Score -2035620 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2036417.875000 Penalty: 4953.232910
	Iteration 6F: 3 clusters Score -2036418 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2037314.500000 Penalty: 4953.232910
	Iteration 7F: 3 clusters Score -2037314 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2038234.000000 Penalty: 4953.232910
	Iteration 8F: 3 clusters Score -2038234 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2039015.625000 Penalty: 4953.232910
	Iteration 9F: 3 clusters Score -2039016 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2039656.875000 Penalty: 4953.232910
	Iteration 10Q: 3 clusters Score -2039657 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2040168.875000 Penalty: 4953.232910
	Iteration 11Q: 3 clusters Score -2040169 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2040555.375000 Penalty: 4953.232910
	Iteration 12Q: 3 clusters Score -2040555 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2040853.500000 Penalty: 4953.232910
	Iteration 13Q: 3 clusters Score -2040854 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2041094.125000 Penalty: 4953.232910
	Iteration 14Q: 3 clusters Score -2041094 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2041283.000000 Penalty: 4953.232910
	Iteration 15Q: 3 clusters Score -2041283 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2041407.500000 Penalty: 4953.232910
	Iteration 16Q: 3 clusters Score -2041408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2041501.875000 Penalty: 4953.232910
	Iteration 17Q: 3 clusters Score -2041502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2041574.000000 Penalty: 4953.232910
	Iteration 18Q: 3 clusters Score -2041574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2041607.625000 Penalty: 4953.232910
	Iteration 19Q: 3 clusters Score -2041608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2041644.250000 Penalty: 4953.232910
	Iteration 20F: 3 clusters Score -2041644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2041668.875000 Penalty: 4953.232910
	Iteration 21Q: 3 clusters Score -2041669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2041688.875000 Penalty: 4953.232910
	Iteration 22Q: 3 clusters Score -2041689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2041706.625000 Penalty: 4953.232910
	Iteration 23Q: 3 clusters Score -2041707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2041709.375000 Penalty: 4953.232910
	Iteration 24Q: 3 clusters Score -2041709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2041714.625000 Penalty: 4953.232910
	Iteration 25Q: 3 clusters Score -2041715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2041726.750000 Penalty: 4953.232910
	Iteration 26Q: 3 clusters Score -2041727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2041729.500000 Penalty: 4953.232910
	Iteration 27Q: 3 clusters Score -2041730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2041730.875000 Penalty: 4953.232910
	Iteration 28Q: 3 clusters Score -2041731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2041738.625000 Penalty: 4953.232910
	Iteration 29Q: 3 clusters Score -2041739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2041743.125000 Penalty: 4953.232910
	Iteration 30Q: 3 clusters Score -2041743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2041746.000000 Penalty: 4953.232910
	Iteration 31Q: 3 clusters Score -2041746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2041749.375000 Penalty: 4953.232910
	Iteration 32Q: 3 clusters Score -2041749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2041754.750000 Penalty: 4953.232910
	Iteration 33Q: 3 clusters Score -2041755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2041758.125000 Penalty: 4953.232910
	Iteration 34Q: 3 clusters Score -2041758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2041757.750000 Penalty: 4953.232910
	Iteration 35Q: 3 clusters Score -2041758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2041760.750000 Penalty: 4953.232910
	Iteration 36Q: 3 clusters Score -2041761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2041759.625000 Penalty: 4953.232910
	Iteration 37Q: 3 clusters Score -2041760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2041759.750000 Penalty: 4953.232910
	Iteration 38Q: 3 clusters Score -2041760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2041763.625000 Penalty: 4953.232910
	Iteration 39Q: 3 clusters Score -2041764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2041765.375000 Penalty: 4953.232910
	Iteration 40F: 3 clusters Score -2041765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2041760.500000 Penalty: 4953.232910
	Iteration 41Q: 3 clusters Score -2041760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2041761.750000 Penalty: 4953.232910
	Iteration 42Q: 3 clusters Score -2041762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2041762.750000 Penalty: 4953.232910
	Iteration 43Q: 3 clusters Score -2041763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2041767.000000 Penalty: 4953.232910
	Iteration 44Q: 3 clusters Score -2041767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2041765.250000 Penalty: 4953.232910
	Iteration 45Q: 3 clusters Score -2041765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2041769.625000 Penalty: 4953.232910
	Iteration 46Q: 3 clusters Score -2041770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2041770.750000 Penalty: 4953.232910
	Iteration 47Q: 3 clusters Score -2041771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2041770.250000 Penalty: 4953.232910
	Iteration 48Q: 3 clusters Score -2041770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2041770.875000 Penalty: 4953.232910
	Iteration 49Q: 3 clusters Score -2041771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2041770.875000 Penalty: 4953.232910
	Iteration 50F: 3 clusters Score -2041771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 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 260 members 
Entering Unmasked Estep 
Score: -44111.648438 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44111.65 nChanged 102
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: -44327.000000 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44327 nChanged 43
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: -44416.117188 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44416.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44511.953125 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -44511.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44600.214844 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -44600.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44764.683594 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -44764.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44912.160156 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -44912.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44964.679688 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -44964.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44999.750000 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -44999.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -45017.734375 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -45017.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -45034.355469 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -45034.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -45054.558594 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -45054.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -45059.941406 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -45059.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -45061.453125 Penalty: 3114.146729
	Iteration 13F: 3 clusters Score -45061.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -45069.066406 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -45069.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -45071.343750 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -45071.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -45071.343750 Penalty: 3114.146729
	Iteration 16F: 3 clusters Score -45071.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Entering Unmasked Estep 
Score: -503053.406250 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -503053.4 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 2758 members 
Entering Unmasked Estep 
Score: -498289.937500 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -498289.9 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -499656.312500 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -499656.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -500169.718750 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -500169.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -500611.843750 Penalty: 4260.767578
	Iteration 3F: 3 clusters Score -500611.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -500986.937500 Penalty: 4260.767578
	Iteration 4F: 3 clusters Score -500986.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -501287.562500 Penalty: 4260.767578
	Iteration 5F: 3 clusters Score -501287.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -501500.718750 Penalty: 4260.767578
	Iteration 6F: 3 clusters Score -501500.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -501667.281250 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -501667.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -501769.187500 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -501769.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -501846.812500 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -501846.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -501905.500000 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -501905.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -501960.375000 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -501960.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -502016.843750 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -502016.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -502072.406250 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -502072.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -502128.500000 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -502128.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -502169.531250 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -502169.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -502204.218750 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -502204.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -502236.437500 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -502236.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -502256.375000 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -502256.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -502270.625000 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -502270.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -502283.500000 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -502283.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -502294.093750 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -502294.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -502301.843750 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -502301.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -502308.531250 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -502308.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -502313.968750 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -502314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -502317.218750 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -502317.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -502320.250000 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -502320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -502320.687500 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -502320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -502322.937500 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -502322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -502325.062500 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -502325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -502325.718750 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -502325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -502330.500000 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -502330.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -502333.843750 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -502333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -502335.218750 Penalty: 4260.767578
	Iteration 33Q: 3 clusters Score -502335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -502337.375000 Penalty: 4260.767578
	Iteration 34Q: 3 clusters Score -502337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -502340.250000 Penalty: 4260.767578
	Iteration 35Q: 3 clusters Score -502340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -502340.968750 Penalty: 4260.767578
	Iteration 36Q: 3 clusters Score -502341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -502342.218750 Penalty: 4260.767578
	Iteration 37Q: 3 clusters Score -502342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -502341.843750 Penalty: 4260.767578
	Iteration 38Q: 3 clusters Score -502341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -502342.750000 Penalty: 4260.767578
	Iteration 39Q: 3 clusters Score -502342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -502343.187500 Penalty: 4260.767578
	Iteration 40F: 3 clusters Score -502343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -502344.875000 Penalty: 4260.767578
	Iteration 41Q: 3 clusters Score -502344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -502345.250000 Penalty: 4260.767578
	Iteration 42Q: 3 clusters Score -502345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -502346.218750 Penalty: 4260.767578
	Iteration 43Q: 3 clusters Score -502346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -502346.968750 Penalty: 4260.767578
	Iteration 44Q: 3 clusters Score -502347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -502347.406250 Penalty: 4260.767578
	Iteration 45Q: 3 clusters Score -502347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -502347.406250 Penalty: 4260.767578
	Iteration 46F: 3 clusters Score -502347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -170301.250000 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -170301.2 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 1147 members 
Entering Unmasked Estep 
Score: -167510.375000 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -167510.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -168145.687500 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -168145.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -168401.921875 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -168401.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -168578.812500 Penalty: 3850.247559
	Iteration 3F: 3 clusters Score -168578.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -168724.875000 Penalty: 3850.247559
	Iteration 4F: 3 clusters Score -168724.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -168847.640625 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -168847.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -168951.843750 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -168951.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -169039.640625 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -169039.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -169102.531250 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -169102.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -169129.718750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -169129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -169148.296875 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -169148.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -169161.328125 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -169161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -169172.234375 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -169172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -169179.250000 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -169179.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -169186.859375 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -169186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -169195.890625 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -169195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -169207.546875 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -169207.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -169220.234375 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -169220.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -169230.281250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -169230.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -169241.500000 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -169241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -169249.359375 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -169249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -169254.218750 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -169254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -169257.718750 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -169257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -169258.062500 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -169258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -169259.171875 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -169259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -169260.203125 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -169260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169261.406250 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -169261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169261.406250 Penalty: 3850.247559
	Iteration 27F: 3 clusters Score -169261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -640956.875000 Penalty: 2177.635254
	Iteration 0F: 2 clusters Score -640956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -635493.000000 Penalty: 4355.270508
	Iteration 0F: 3 clusters Score -635493 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -636913.187500 Penalty: 4355.270508
	Iteration 1F: 3 clusters Score -636913.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -637165.125000 Penalty: 4355.270508
	Iteration 2F: 3 clusters Score -637165.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -637352.562500 Penalty: 4355.270508
	Iteration 3F: 3 clusters Score -637352.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -637522.187500 Penalty: 4355.270508
	Iteration 4Q: 3 clusters Score -637522.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -637683.250000 Penalty: 4355.270508
	Iteration 5Q: 3 clusters Score -637683.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -637833.500000 Penalty: 4355.270508
	Iteration 6Q: 3 clusters Score -637833.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -638022.750000 Penalty: 4355.270508
	Iteration 7Q: 3 clusters Score -638022.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -638299.125000 Penalty: 4355.270508
	Iteration 8Q: 3 clusters Score -638299.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -638621.125000 Penalty: 4355.270508
	Iteration 9Q: 3 clusters Score -638621.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -638951.500000 Penalty: 4355.270508
	Iteration 10Q: 3 clusters Score -638951.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -639195.000000 Penalty: 4355.270508
	Iteration 11Q: 3 clusters Score -639195 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -639325.000000 Penalty: 4355.270508
	Iteration 12Q: 3 clusters Score -639325 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -639380.062500 Penalty: 4355.270508
	Iteration 13Q: 3 clusters Score -639380.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -639416.250000 Penalty: 4355.270508
	Iteration 14Q: 3 clusters Score -639416.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -639440.062500 Penalty: 4355.270508
	Iteration 15Q: 3 clusters Score -639440.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -639451.625000 Penalty: 4355.270508
	Iteration 16Q: 3 clusters Score -639451.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -639460.250000 Penalty: 4355.270508
	Iteration 17Q: 3 clusters Score -639460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -639466.062500 Penalty: 4355.270508
	Iteration 18Q: 3 clusters Score -639466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -639470.875000 Penalty: 4355.270508
	Iteration 19Q: 3 clusters Score -639470.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -639472.000000 Penalty: 4355.270508
	Iteration 20F: 3 clusters Score -639472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -639473.375000 Penalty: 4355.270508
	Iteration 21Q: 3 clusters Score -639473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -639475.500000 Penalty: 4355.270508
	Iteration 22Q: 3 clusters Score -639475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -639478.562500 Penalty: 4355.270508
	Iteration 23Q: 3 clusters Score -639478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -639478.625000 Penalty: 4355.270508
	Iteration 24Q: 3 clusters Score -639478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -639479.562500 Penalty: 4355.270508
	Iteration 25Q: 3 clusters Score -639479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -639480.562500 Penalty: 4355.270508
	Iteration 26Q: 3 clusters Score -639480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -639479.750000 Penalty: 4355.270508
	Iteration 27Q: 3 clusters Score -639479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -639479.750000 Penalty: 4355.270508
	Iteration 28F: 3 clusters Score -639479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Entering Unmasked Estep 
Score: -5024670.000000 Penalty: 2685.536865
	Iteration 0F: 2 clusters Score -5024670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4990800.000000 Penalty: 5371.073730
	Iteration 0F: 3 clusters Score -4990800 nChanged 23178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -5003523.000000 Penalty: 5371.073730
	Iteration 1F: 3 clusters Score -5003523 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5004023.000000 Penalty: 5371.073730
	Iteration 2Q: 3 clusters Score -5004023 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -5004500.500000 Penalty: 5371.073730
	Iteration 3Q: 3 clusters Score -5004500 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -5004966.000000 Penalty: 5371.073730
	Iteration 4Q: 3 clusters Score -5004966 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -5005503.000000 Penalty: 5371.073730
	Iteration 5Q: 3 clusters Score -5005503 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5006000.500000 Penalty: 5371.073730
	Iteration 6Q: 3 clusters Score -5006000 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5006589.500000 Penalty: 5371.073730
	Iteration 7Q: 3 clusters Score -5006590 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -5007296.000000 Penalty: 5371.073730
	Iteration 8Q: 3 clusters Score -5007296 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -5008063.500000 Penalty: 5371.073730
	Iteration 9Q: 3 clusters Score -5008064 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5008879.500000 Penalty: 5371.073730
	Iteration 10Q: 3 clusters Score -5008880 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -5009765.500000 Penalty: 5371.073730
	Iteration 11Q: 3 clusters Score -5009766 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -5010595.000000 Penalty: 5371.073730
	Iteration 12Q: 3 clusters Score -5010595 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5011379.000000 Penalty: 5371.073730
	Iteration 13Q: 3 clusters Score -5011379 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5012156.500000 Penalty: 5371.073730
	Iteration 14Q: 3 clusters Score -5012156 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -5012970.000000 Penalty: 5371.073730
	Iteration 15Q: 3 clusters Score -5012970 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5013663.000000 Penalty: 5371.073730
	Iteration 16Q: 3 clusters Score -5013663 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -5014045.000000 Penalty: 5371.073730
	Iteration 17Q: 3 clusters Score -5014045 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5014282.500000 Penalty: 5371.073730
	Iteration 18Q: 3 clusters Score -5014282 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5014422.500000 Penalty: 5371.073730
	Iteration 19Q: 3 clusters Score -5014422 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5014521.000000 Penalty: 5371.073730
	Iteration 20F: 3 clusters Score -5014521 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5014638.500000 Penalty: 5371.073730
	Iteration 21Q: 3 clusters Score -5014638 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5014768.000000 Penalty: 5371.073730
	Iteration 22Q: 3 clusters Score -5014768 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5014864.000000 Penalty: 5371.073730
	Iteration 23Q: 3 clusters Score -5014864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -5014987.000000 Penalty: 5371.073730
	Iteration 24Q: 3 clusters Score -5014987 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -5015097.500000 Penalty: 5371.073730
	Iteration 25Q: 3 clusters Score -5015098 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -5015236.000000 Penalty: 5371.073730
	Iteration 26Q: 3 clusters Score -5015236 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5015379.500000 Penalty: 5371.073730
	Iteration 27Q: 3 clusters Score -5015380 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5015498.500000 Penalty: 5371.073730
	Iteration 28Q: 3 clusters Score -5015498 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5015676.500000 Penalty: 5371.073730
	Iteration 29Q: 3 clusters Score -5015676 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5015880.000000 Penalty: 5371.073730
	Iteration 30Q: 3 clusters Score -5015880 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5016068.500000 Penalty: 5371.073730
	Iteration 31Q: 3 clusters Score -5016068 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5016320.500000 Penalty: 5371.073730
	Iteration 32Q: 3 clusters Score -5016320 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -5016561.500000 Penalty: 5371.073730
	Iteration 33Q: 3 clusters Score -5016562 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5016776.000000 Penalty: 5371.073730
	Iteration 34Q: 3 clusters Score -5016776 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -5017045.500000 Penalty: 5371.073730
	Iteration 35Q: 3 clusters Score -5017046 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -5017304.500000 Penalty: 5371.073730
	Iteration 36Q: 3 clusters Score -5017304 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5017563.000000 Penalty: 5371.073730
	Iteration 37Q: 3 clusters Score -5017563 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -5017800.500000 Penalty: 5371.073730
	Iteration 38Q: 3 clusters Score -5017800 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -5018074.000000 Penalty: 5371.073730
	Iteration 39Q: 3 clusters Score -5018074 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5018332.500000 Penalty: 5371.073730
	Iteration 40F: 3 clusters Score -5018332 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5018597.000000 Penalty: 5371.073730
	Iteration 41Q: 3 clusters Score -5018597 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5018917.500000 Penalty: 5371.073730
	Iteration 42Q: 3 clusters Score -5018918 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5019202.500000 Penalty: 5371.073730
	Iteration 43Q: 3 clusters Score -5019202 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -5019519.000000 Penalty: 5371.073730
	Iteration 44Q: 3 clusters Score -5019519 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -5019849.000000 Penalty: 5371.073730
	Iteration 45Q: 3 clusters Score -5019849 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5020129.000000 Penalty: 5371.073730
	Iteration 46Q: 3 clusters Score -5020129 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5020400.500000 Penalty: 5371.073730
	Iteration 47Q: 3 clusters Score -5020400 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5020619.500000 Penalty: 5371.073730
	Iteration 48Q: 3 clusters Score -5020620 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5020855.500000 Penalty: 5371.073730
	Iteration 49Q: 3 clusters Score -5020856 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5021045.500000 Penalty: 5371.073730
	Iteration 50Q: 3 clusters Score -5021046 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5021202.500000 Penalty: 5371.073730
	Iteration 51Q: 3 clusters Score -5021202 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5021334.500000 Penalty: 5371.073730
	Iteration 52Q: 3 clusters Score -5021334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5021471.000000 Penalty: 5371.073730
	Iteration 53Q: 3 clusters Score -5021471 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5021610.000000 Penalty: 5371.073730
	Iteration 54Q: 3 clusters Score -5021610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5021698.000000 Penalty: 5371.073730
	Iteration 55Q: 3 clusters Score -5021698 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5021778.500000 Penalty: 5371.073730
	Iteration 56Q: 3 clusters Score -5021778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5021827.500000 Penalty: 5371.073730
	Iteration 57Q: 3 clusters Score -5021828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5021883.000000 Penalty: 5371.073730
	Iteration 58Q: 3 clusters Score -5021883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5021940.000000 Penalty: 5371.073730
	Iteration 59Q: 3 clusters Score -5021940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5021980.500000 Penalty: 5371.073730
	Iteration 60F: 3 clusters Score -5021980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5022033.500000 Penalty: 5371.073730
	Iteration 61Q: 3 clusters Score -5022034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5022075.500000 Penalty: 5371.073730
	Iteration 62Q: 3 clusters Score -5022076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5022098.000000 Penalty: 5371.073730
	Iteration 63Q: 3 clusters Score -5022098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5022124.500000 Penalty: 5371.073730
	Iteration 64Q: 3 clusters Score -5022124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5022139.500000 Penalty: 5371.073730
	Iteration 65Q: 3 clusters Score -5022140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5022166.500000 Penalty: 5371.073730
	Iteration 66Q: 3 clusters Score -5022166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5022194.500000 Penalty: 5371.073730
	Iteration 67Q: 3 clusters Score -5022194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5022214.500000 Penalty: 5371.073730
	Iteration 68Q: 3 clusters Score -5022214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5022230.000000 Penalty: 5371.073730
	Iteration 69Q: 3 clusters Score -5022230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5022236.500000 Penalty: 5371.073730
	Iteration 70Q: 3 clusters Score -5022236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5022245.000000 Penalty: 5371.073730
	Iteration 71Q: 3 clusters Score -5022245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5022256.000000 Penalty: 5371.073730
	Iteration 72Q: 3 clusters Score -5022256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5022264.500000 Penalty: 5371.073730
	Iteration 73Q: 3 clusters Score -5022264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5022262.000000 Penalty: 5371.073730
	Iteration 74Q: 3 clusters Score -5022262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5022272.500000 Penalty: 5371.073730
	Iteration 75Q: 3 clusters Score -5022272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5022277.500000 Penalty: 5371.073730
	Iteration 76Q: 3 clusters Score -5022278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5022292.500000 Penalty: 5371.073730
	Iteration 77Q: 3 clusters Score -5022292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5022294.500000 Penalty: 5371.073730
	Iteration 78Q: 3 clusters Score -5022294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5022301.500000 Penalty: 5371.073730
	Iteration 79Q: 3 clusters Score -5022302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5022310.000000 Penalty: 5371.073730
	Iteration 80F: 3 clusters Score -5022310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5022314.000000 Penalty: 5371.073730
	Iteration 81Q: 3 clusters Score -5022314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5022312.500000 Penalty: 5371.073730
	Iteration 82Q: 3 clusters Score -5022312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5022311.000000 Penalty: 5371.073730
	Iteration 83Q: 3 clusters Score -5022311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5022319.000000 Penalty: 5371.073730
	Iteration 84Q: 3 clusters Score -5022319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5022321.500000 Penalty: 5371.073730
	Iteration 85Q: 3 clusters Score -5022322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5022327.000000 Penalty: 5371.073730
	Iteration 86Q: 3 clusters Score -5022327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5022325.000000 Penalty: 5371.073730
	Iteration 87Q: 3 clusters Score -5022325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5022328.000000 Penalty: 5371.073730
	Iteration 88Q: 3 clusters Score -5022328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5022344.000000 Penalty: 5371.073730
	Iteration 89Q: 3 clusters Score -5022344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5022340.500000 Penalty: 5371.073730
	Iteration 90Q: 3 clusters Score -5022340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5022334.000000 Penalty: 5371.073730
	Iteration 91Q: 3 clusters Score -5022334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5022338.000000 Penalty: 5371.073730
	Iteration 92Q: 3 clusters Score -5022338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5022337.000000 Penalty: 5371.073730
	Iteration 93Q: 3 clusters Score -5022337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5022341.500000 Penalty: 5371.073730
	Iteration 94Q: 3 clusters Score -5022342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5022341.500000 Penalty: 5371.073730
	Iteration 95F: 3 clusters Score -5022342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -506798.062500 Penalty: 2125.165527
	Iteration 0F: 2 clusters Score -506798.1 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 2681 members 
Entering Unmasked Estep 
Score: -502141.062500 Penalty: 4250.331055
	Iteration 0F: 3 clusters Score -502141.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -503400.281250 Penalty: 4250.331055
	Iteration 1F: 3 clusters Score -503400.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -503796.906250 Penalty: 4250.331055
	Iteration 2F: 3 clusters Score -503796.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -504190.062500 Penalty: 4250.331055
	Iteration 3F: 3 clusters Score -504190.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -504549.093750 Penalty: 4250.331055
	Iteration 4F: 3 clusters Score -504549.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -504899.312500 Penalty: 4250.331055
	Iteration 5F: 3 clusters Score -504899.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -505198.281250 Penalty: 4250.331055
	Iteration 6F: 3 clusters Score -505198.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -505543.812500 Penalty: 4250.331055
	Iteration 7Q: 3 clusters Score -505543.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -505925.781250 Penalty: 4250.331055
	Iteration 8Q: 3 clusters Score -505925.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -506104.875000 Penalty: 4250.331055
	Iteration 9Q: 3 clusters Score -506104.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -506179.718750 Penalty: 4250.331055
	Iteration 10Q: 3 clusters Score -506179.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -506207.406250 Penalty: 4250.331055
	Iteration 11Q: 3 clusters Score -506207.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -506224.375000 Penalty: 4250.331055
	Iteration 12Q: 3 clusters Score -506224.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -506238.218750 Penalty: 4250.331055
	Iteration 13Q: 3 clusters Score -506238.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -506246.906250 Penalty: 4250.331055
	Iteration 14Q: 3 clusters Score -506246.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -506256.687500 Penalty: 4250.331055
	Iteration 15Q: 3 clusters Score -506256.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -506267.062500 Penalty: 4250.331055
	Iteration 16Q: 3 clusters Score -506267.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -506273.781250 Penalty: 4250.331055
	Iteration 17Q: 3 clusters Score -506273.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -506281.281250 Penalty: 4250.331055
	Iteration 18Q: 3 clusters Score -506281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -506285.500000 Penalty: 4250.331055
	Iteration 19Q: 3 clusters Score -506285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -506288.281250 Penalty: 4250.331055
	Iteration 20F: 3 clusters Score -506288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -506290.750000 Penalty: 4250.331055
	Iteration 21Q: 3 clusters Score -506290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -506292.187500 Penalty: 4250.331055
	Iteration 22Q: 3 clusters Score -506292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -506293.281250 Penalty: 4250.331055
	Iteration 23Q: 3 clusters Score -506293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -506294.406250 Penalty: 4250.331055
	Iteration 24Q: 3 clusters Score -506294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -506294.406250 Penalty: 4250.331055
	Iteration 25F: 3 clusters Score -506294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -101797.992188 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -101798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99757.203125 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -99757.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100096.671875 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -100096.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100185.296875 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -100185.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100232.960938 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -100233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100258.125000 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -100258.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100284.226562 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -100284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100299.445312 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -100299.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100310.835938 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -100310.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100324.421875 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -100324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -100340.750000 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -100340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100348.726562 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -100348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -100357.132812 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -100357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100362.312500 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -100362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -100367.968750 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -100368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100375.210938 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -100375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -100383.203125 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -100383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100392.054688 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -100392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100396.812500 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -100396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100402.312500 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -100402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100408.656250 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -100408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100418.171875 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -100418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100421.703125 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -100421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100426.085938 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -100426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100435.445312 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -100435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100437.476562 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -100437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100440.429688 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -100440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100441.382812 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -100441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100441.382812 Penalty: 3523.655518
	Iteration 27F: 3 clusters Score -100441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Entering Unmasked Estep 
Score: -924544.687500 Penalty: 2295.175537
	Iteration 0F: 2 clusters Score -924544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -916609.375000 Penalty: 4590.351074
	Iteration 0F: 3 clusters Score -916609.4 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -918882.500000 Penalty: 4590.351074
	Iteration 1F: 3 clusters Score -918882.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -919258.125000 Penalty: 4590.351074
	Iteration 2F: 3 clusters Score -919258.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -919570.187500 Penalty: 4590.351074
	Iteration 3F: 3 clusters Score -919570.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -919861.875000 Penalty: 4590.351074
	Iteration 4F: 3 clusters Score -919861.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -920134.187500 Penalty: 4590.351074
	Iteration 5Q: 3 clusters Score -920134.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -920366.250000 Penalty: 4590.351074
	Iteration 6Q: 3 clusters Score -920366.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -920584.062500 Penalty: 4590.351074
	Iteration 7Q: 3 clusters Score -920584.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -920747.812500 Penalty: 4590.351074
	Iteration 8Q: 3 clusters Score -920747.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -920860.000000 Penalty: 4590.351074
	Iteration 9Q: 3 clusters Score -920860 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -920952.875000 Penalty: 4590.351074
	Iteration 10Q: 3 clusters Score -920952.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -921031.625000 Penalty: 4590.351074
	Iteration 11Q: 3 clusters Score -921031.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -921117.625000 Penalty: 4590.351074
	Iteration 12Q: 3 clusters Score -921117.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -921192.875000 Penalty: 4590.351074
	Iteration 13Q: 3 clusters Score -921192.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -921261.062500 Penalty: 4590.351074
	Iteration 14Q: 3 clusters Score -921261.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -921317.000000 Penalty: 4590.351074
	Iteration 15Q: 3 clusters Score -921317 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -921363.625000 Penalty: 4590.351074
	Iteration 16Q: 3 clusters Score -921363.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -921400.687500 Penalty: 4590.351074
	Iteration 17Q: 3 clusters Score -921400.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -921424.187500 Penalty: 4590.351074
	Iteration 18Q: 3 clusters Score -921424.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -921454.375000 Penalty: 4590.351074
	Iteration 19Q: 3 clusters Score -921454.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -921478.875000 Penalty: 4590.351074
	Iteration 20F: 3 clusters Score -921478.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -921504.000000 Penalty: 4590.351074
	Iteration 21Q: 3 clusters Score -921504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -921524.812500 Penalty: 4590.351074
	Iteration 22Q: 3 clusters Score -921524.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -921549.062500 Penalty: 4590.351074
	Iteration 23Q: 3 clusters Score -921549.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -921567.875000 Penalty: 4590.351074
	Iteration 24Q: 3 clusters Score -921567.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -921584.500000 Penalty: 4590.351074
	Iteration 25Q: 3 clusters Score -921584.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -921587.000000 Penalty: 4590.351074
	Iteration 26Q: 3 clusters Score -921587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -921597.625000 Penalty: 4590.351074
	Iteration 27Q: 3 clusters Score -921597.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -921604.687500 Penalty: 4590.351074
	Iteration 28Q: 3 clusters Score -921604.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -921608.125000 Penalty: 4590.351074
	Iteration 29Q: 3 clusters Score -921608.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -921611.187500 Penalty: 4590.351074
	Iteration 30Q: 3 clusters Score -921611.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -921610.812500 Penalty: 4590.351074
	Iteration 31Q: 3 clusters Score -921610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -921612.562500 Penalty: 4590.351074
	Iteration 32Q: 3 clusters Score -921612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -921612.250000 Penalty: 4590.351074
	Iteration 33Q: 3 clusters Score -921612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -921617.500000 Penalty: 4590.351074
	Iteration 34Q: 3 clusters Score -921617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -921617.750000 Penalty: 4590.351074
	Iteration 35Q: 3 clusters Score -921617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -921620.000000 Penalty: 4590.351074
	Iteration 36Q: 3 clusters Score -921620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -921621.812500 Penalty: 4590.351074
	Iteration 37Q: 3 clusters Score -921621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -921621.937500 Penalty: 4590.351074
	Iteration 38Q: 3 clusters Score -921621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -921623.187500 Penalty: 4590.351074
	Iteration 39Q: 3 clusters Score -921623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -921620.750000 Penalty: 4590.351074
	Iteration 40F: 3 clusters Score -921620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -921623.375000 Penalty: 4590.351074
	Iteration 41Q: 3 clusters Score -921623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -921625.812500 Penalty: 4590.351074
	Iteration 42Q: 3 clusters Score -921625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -921625.375000 Penalty: 4590.351074
	Iteration 43Q: 3 clusters Score -921625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -921626.437500 Penalty: 4590.351074
	Iteration 44Q: 3 clusters Score -921626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -921627.187500 Penalty: 4590.351074
	Iteration 45Q: 3 clusters Score -921627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -921626.250000 Penalty: 4590.351074
	Iteration 46Q: 3 clusters Score -921626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -921626.250000 Penalty: 4590.351074
	Iteration 47Q: 3 clusters Score -921626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -921623.750000 Penalty: 4590.351074
	Iteration 48Q: 3 clusters Score -921623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -921625.875000 Penalty: 4590.351074
	Iteration 49Q: 3 clusters Score -921625.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -921627.750000 Penalty: 4590.351074
	Iteration 50Q: 3 clusters Score -921627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -921628.187500 Penalty: 4590.351074
	Iteration 51Q: 3 clusters Score -921628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -921626.750000 Penalty: 4590.351074
	Iteration 52Q: 3 clusters Score -921626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -921627.250000 Penalty: 4590.351074
	Iteration 53Q: 3 clusters Score -921627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -921627.250000 Penalty: 4590.351074
	Iteration 54F: 3 clusters Score -921627.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -413124.500000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -413124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -409007.250000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -409007.2 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -409892.031250 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -409892 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -410100.250000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -410100.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -410216.937500 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -410216.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -410292.906250 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -410292.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -410342.125000 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -410342.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -410378.437500 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -410378.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -410407.000000 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -410407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -410429.250000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -410429.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -410457.750000 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -410457.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -410486.281250 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -410486.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -410512.843750 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -410512.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -410540.500000 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -410540.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -410569.625000 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -410569.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -410604.968750 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -410605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -410636.750000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -410636.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -410666.468750 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -410666.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -410688.406250 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -410688.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -410708.968750 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -410709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -410729.093750 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -410729.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -410747.843750 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -410747.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -410767.625000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -410767.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -410791.937500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -410791.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -410819.718750 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -410819.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -410840.937500 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -410840.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -410866.250000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -410866.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -410891.593750 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -410891.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -410912.593750 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -410912.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -410933.375000 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -410933.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -410951.656250 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -410951.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -410971.093750 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -410971.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -410986.250000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -410986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -411003.281250 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -411003.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -411016.968750 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -411017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -411028.593750 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -411028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -411038.281250 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -411038.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -411048.375000 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -411048.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -411054.500000 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -411054.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -411059.437500 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -411059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -411065.281250 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -411065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -411071.718750 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -411071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -411078.437500 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -411078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -411083.156250 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -411083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -411088.750000 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -411088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -411092.906250 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -411092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -411096.062500 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -411096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -411100.312500 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -411100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -411102.031250 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -411102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -411104.718750 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -411104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -411105.375000 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -411105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -411107.843750 Penalty: 4151.676758
	Iteration 50Q: 3 clusters Score -411107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -411111.343750 Penalty: 4151.676758
	Iteration 51Q: 3 clusters Score -411111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -411114.218750 Penalty: 4151.676758
	Iteration 52Q: 3 clusters Score -411114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -411115.406250 Penalty: 4151.676758
	Iteration 53Q: 3 clusters Score -411115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -411116.656250 Penalty: 4151.676758
	Iteration 54Q: 3 clusters Score -411116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -411117.687500 Penalty: 4151.676758
	Iteration 55Q: 3 clusters Score -411117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -411118.187500 Penalty: 4151.676758
	Iteration 56Q: 3 clusters Score -411118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -411120.531250 Penalty: 4151.676758
	Iteration 57Q: 3 clusters Score -411120.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -411121.656250 Penalty: 4151.676758
	Iteration 58Q: 3 clusters Score -411121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -411125.218750 Penalty: 4151.676758
	Iteration 59Q: 3 clusters Score -411125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -411128.906250 Penalty: 4151.676758
	Iteration 60F: 3 clusters Score -411128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -411131.968750 Penalty: 4151.676758
	Iteration 61Q: 3 clusters Score -411132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -411133.343750 Penalty: 4151.676758
	Iteration 62Q: 3 clusters Score -411133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -411134.781250 Penalty: 4151.676758
	Iteration 63Q: 3 clusters Score -411134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -411136.375000 Penalty: 4151.676758
	Iteration 64Q: 3 clusters Score -411136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -411137.781250 Penalty: 4151.676758
	Iteration 65Q: 3 clusters Score -411137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -411137.781250 Penalty: 4151.676758
	Iteration 66Q: 3 clusters Score -411137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -411139.250000 Penalty: 4151.676758
	Iteration 67Q: 3 clusters Score -411139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -411139.250000 Penalty: 4151.676758
	Iteration 68F: 3 clusters Score -411139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (55512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Entering Unmasked Estep 
Score: -5319979.000000 Penalty: 2709.239990
	Iteration 0F: 2 clusters Score -5319979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5282775.500000 Penalty: 5418.479980
	Iteration 0F: 3 clusters Score -5282776 nChanged 25556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -5297036.000000 Penalty: 5418.479980
	Iteration 1F: 3 clusters Score -5297036 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5297571.000000 Penalty: 5418.479980
	Iteration 2Q: 3 clusters Score -5297571 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -5298134.500000 Penalty: 5418.479980
	Iteration 3Q: 3 clusters Score -5298134 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5298818.500000 Penalty: 5418.479980
	Iteration 4Q: 3 clusters Score -5298818 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -5299871.000000 Penalty: 5418.479980
	Iteration 5Q: 3 clusters Score -5299871 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -5301537.500000 Penalty: 5418.479980
	Iteration 6F: 3 clusters Score -5301538 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -5304100.000000 Penalty: 5418.479980
	Iteration 7F: 3 clusters Score -5304100 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -5307639.500000 Penalty: 5418.479980
	Iteration 8F: 3 clusters Score -5307640 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -5311191.000000 Penalty: 5418.479980
	Iteration 9F: 3 clusters Score -5311191 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -5313964.000000 Penalty: 5418.479980
	Iteration 10F: 3 clusters Score -5313964 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -5315664.500000 Penalty: 5418.479980
	Iteration 11Q: 3 clusters Score -5315664 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -5316437.500000 Penalty: 5418.479980
	Iteration 12Q: 3 clusters Score -5316438 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -5316877.000000 Penalty: 5418.479980
	Iteration 13Q: 3 clusters Score -5316877 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -5317149.500000 Penalty: 5418.479980
	Iteration 14Q: 3 clusters Score -5317150 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -5317324.000000 Penalty: 5418.479980
	Iteration 15Q: 3 clusters Score -5317324 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -5317410.000000 Penalty: 5418.479980
	Iteration 16Q: 3 clusters Score -5317410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -5317488.500000 Penalty: 5418.479980
	Iteration 17Q: 3 clusters Score -5317488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -5317557.000000 Penalty: 5418.479980
	Iteration 18Q: 3 clusters Score -5317557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -5317629.500000 Penalty: 5418.479980
	Iteration 19Q: 3 clusters Score -5317630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -5317659.500000 Penalty: 5418.479980
	Iteration 20F: 3 clusters Score -5317660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -5317708.500000 Penalty: 5418.479980
	Iteration 21Q: 3 clusters Score -5317708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -5317731.000000 Penalty: 5418.479980
	Iteration 22Q: 3 clusters Score -5317731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -5317753.000000 Penalty: 5418.479980
	Iteration 23Q: 3 clusters Score -5317753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -5317800.000000 Penalty: 5418.479980
	Iteration 24Q: 3 clusters Score -5317800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -5317827.500000 Penalty: 5418.479980
	Iteration 25Q: 3 clusters Score -5317828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -5317857.000000 Penalty: 5418.479980
	Iteration 26Q: 3 clusters Score -5317857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -5317886.000000 Penalty: 5418.479980
	Iteration 27Q: 3 clusters Score -5317886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -5317893.500000 Penalty: 5418.479980
	Iteration 28Q: 3 clusters Score -5317894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -5317901.000000 Penalty: 5418.479980
	Iteration 29Q: 3 clusters Score -5317901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -5317921.000000 Penalty: 5418.479980
	Iteration 30Q: 3 clusters Score -5317921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -5317929.000000 Penalty: 5418.479980
	Iteration 31Q: 3 clusters Score -5317929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -5317937.500000 Penalty: 5418.479980
	Iteration 32Q: 3 clusters Score -5317938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -5317943.500000 Penalty: 5418.479980
	Iteration 33Q: 3 clusters Score -5317944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5317940.500000 Penalty: 5418.479980
	Iteration 34Q: 3 clusters Score -5317940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5317938.000000 Penalty: 5418.479980
	Iteration 35Q: 3 clusters Score -5317938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -5317940.000000 Penalty: 5418.479980
	Iteration 36Q: 3 clusters Score -5317940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -5317953.000000 Penalty: 5418.479980
	Iteration 37Q: 3 clusters Score -5317953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -5317950.000000 Penalty: 5418.479980
	Iteration 38Q: 3 clusters Score -5317950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -5317953.500000 Penalty: 5418.479980
	Iteration 39Q: 3 clusters Score -5317954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -5317951.000000 Penalty: 5418.479980
	Iteration 40F: 3 clusters Score -5317951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -5317955.000000 Penalty: 5418.479980
	Iteration 41Q: 3 clusters Score -5317955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -5317955.000000 Penalty: 5418.479980
	Iteration 42Q: 3 clusters Score -5317955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -5317956.000000 Penalty: 5418.479980
	Iteration 43Q: 3 clusters Score -5317956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -5317951.500000 Penalty: 5418.479980
	Iteration 44Q: 3 clusters Score -5317952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -5317962.500000 Penalty: 5418.479980
	Iteration 45Q: 3 clusters Score -5317962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -5317966.500000 Penalty: 5418.479980
	Iteration 46Q: 3 clusters Score -5317966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -5317969.500000 Penalty: 5418.479980
	Iteration 47Q: 3 clusters Score -5317970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -5317972.000000 Penalty: 5418.479980
	Iteration 48Q: 3 clusters Score -5317972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -5317970.500000 Penalty: 5418.479980
	Iteration 49Q: 3 clusters Score -5317970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -5317978.000000 Penalty: 5418.479980
	Iteration 50Q: 3 clusters Score -5317978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -5317983.500000 Penalty: 5418.479980
	Iteration 51Q: 3 clusters Score -5317984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -5317982.500000 Penalty: 5418.479980
	Iteration 52Q: 3 clusters Score -5317982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -5317983.500000 Penalty: 5418.479980
	Iteration 53Q: 3 clusters Score -5317984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -5317985.500000 Penalty: 5418.479980
	Iteration 54Q: 3 clusters Score -5317986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -5317988.500000 Penalty: 5418.479980
	Iteration 55Q: 3 clusters Score -5317988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -5317987.500000 Penalty: 5418.479980
	Iteration 56Q: 3 clusters Score -5317988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -5317987.500000 Penalty: 5418.479980
	Iteration 57F: 3 clusters Score -5317988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Entering Unmasked Estep 
Score: -2186373.250000 Penalty: 2486.396973
	Iteration 0F: 2 clusters Score -2186373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2170584.000000 Penalty: 4972.793945
	Iteration 0F: 3 clusters Score -2170584 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2176133.000000 Penalty: 4972.793945
	Iteration 1F: 3 clusters Score -2176133 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2176957.750000 Penalty: 4972.793945
	Iteration 2F: 3 clusters Score -2176958 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2177805.000000 Penalty: 4972.793945
	Iteration 3F: 3 clusters Score -2177805 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2178716.000000 Penalty: 4972.793945
	Iteration 4F: 3 clusters Score -2178716 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2179688.500000 Penalty: 4972.793945
	Iteration 5F: 3 clusters Score -2179688 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2180605.250000 Penalty: 4972.793945
	Iteration 6F: 3 clusters Score -2180605 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2181330.250000 Penalty: 4972.793945
	Iteration 7Q: 3 clusters Score -2181330 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2181858.750000 Penalty: 4972.793945
	Iteration 8Q: 3 clusters Score -2181859 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2182250.500000 Penalty: 4972.793945
	Iteration 9Q: 3 clusters Score -2182250 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2182504.250000 Penalty: 4972.793945
	Iteration 10Q: 3 clusters Score -2182504 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2182683.000000 Penalty: 4972.793945
	Iteration 11Q: 3 clusters Score -2182683 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2182791.500000 Penalty: 4972.793945
	Iteration 12Q: 3 clusters Score -2182792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2182864.000000 Penalty: 4972.793945
	Iteration 13Q: 3 clusters Score -2182864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2182933.000000 Penalty: 4972.793945
	Iteration 14Q: 3 clusters Score -2182933 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2182983.500000 Penalty: 4972.793945
	Iteration 15Q: 3 clusters Score -2182984 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2183039.000000 Penalty: 4972.793945
	Iteration 16Q: 3 clusters Score -2183039 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2183140.000000 Penalty: 4972.793945
	Iteration 17Q: 3 clusters Score -2183140 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2183248.500000 Penalty: 4972.793945
	Iteration 18Q: 3 clusters Score -2183248 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2183363.500000 Penalty: 4972.793945
	Iteration 19Q: 3 clusters Score -2183364 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2183489.000000 Penalty: 4972.793945
	Iteration 20F: 3 clusters Score -2183489 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2183669.750000 Penalty: 4972.793945
	Iteration 21Q: 3 clusters Score -2183670 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2183898.000000 Penalty: 4972.793945
	Iteration 22Q: 3 clusters Score -2183898 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2184118.250000 Penalty: 4972.793945
	Iteration 23Q: 3 clusters Score -2184118 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2184261.250000 Penalty: 4972.793945
	Iteration 24Q: 3 clusters Score -2184261 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2184349.000000 Penalty: 4972.793945
	Iteration 25Q: 3 clusters Score -2184349 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2184401.250000 Penalty: 4972.793945
	Iteration 26Q: 3 clusters Score -2184401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2184433.250000 Penalty: 4972.793945
	Iteration 27Q: 3 clusters Score -2184433 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2184457.250000 Penalty: 4972.793945
	Iteration 28Q: 3 clusters Score -2184457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2184471.750000 Penalty: 4972.793945
	Iteration 29Q: 3 clusters Score -2184472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2184480.750000 Penalty: 4972.793945
	Iteration 30Q: 3 clusters Score -2184481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2184491.500000 Penalty: 4972.793945
	Iteration 31Q: 3 clusters Score -2184492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2184496.000000 Penalty: 4972.793945
	Iteration 32Q: 3 clusters Score -2184496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2184504.250000 Penalty: 4972.793945
	Iteration 33Q: 3 clusters Score -2184504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2184503.750000 Penalty: 4972.793945
	Iteration 34Q: 3 clusters Score -2184504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2184509.750000 Penalty: 4972.793945
	Iteration 35Q: 3 clusters Score -2184510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2184518.000000 Penalty: 4972.793945
	Iteration 36Q: 3 clusters Score -2184518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2184521.750000 Penalty: 4972.793945
	Iteration 37Q: 3 clusters Score -2184522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2184520.000000 Penalty: 4972.793945
	Iteration 38Q: 3 clusters Score -2184520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2184525.000000 Penalty: 4972.793945
	Iteration 39Q: 3 clusters Score -2184525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2184530.000000 Penalty: 4972.793945
	Iteration 40F: 3 clusters Score -2184530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2184532.000000 Penalty: 4972.793945
	Iteration 41Q: 3 clusters Score -2184532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2184533.250000 Penalty: 4972.793945
	Iteration 42Q: 3 clusters Score -2184533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2184533.750000 Penalty: 4972.793945
	Iteration 43Q: 3 clusters Score -2184534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2184538.000000 Penalty: 4972.793945
	Iteration 44Q: 3 clusters Score -2184538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2184536.500000 Penalty: 4972.793945
	Iteration 45Q: 3 clusters Score -2184536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2184534.000000 Penalty: 4972.793945
	Iteration 46Q: 3 clusters Score -2184534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2184535.250000 Penalty: 4972.793945
	Iteration 47Q: 3 clusters Score -2184535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2184538.250000 Penalty: 4972.793945
	Iteration 48Q: 3 clusters Score -2184538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2184541.000000 Penalty: 4972.793945
	Iteration 49Q: 3 clusters Score -2184541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2184546.500000 Penalty: 4972.793945
	Iteration 50Q: 3 clusters Score -2184546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2184550.750000 Penalty: 4972.793945
	Iteration 51Q: 3 clusters Score -2184551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2184549.500000 Penalty: 4972.793945
	Iteration 52Q: 3 clusters Score -2184550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2184546.000000 Penalty: 4972.793945
	Iteration 53Q: 3 clusters Score -2184546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2184545.750000 Penalty: 4972.793945
	Iteration 54Q: 3 clusters Score -2184546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2184545.750000 Penalty: 4972.793945
	Iteration 55Q: 3 clusters Score -2184546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2184541.500000 Penalty: 4972.793945
	Iteration 56Q: 3 clusters Score -2184542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2184543.250000 Penalty: 4972.793945
	Iteration 57Q: 3 clusters Score -2184543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2184545.500000 Penalty: 4972.793945
	Iteration 58Q: 3 clusters Score -2184546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2184545.500000 Penalty: 4972.793945
	Iteration 59F: 3 clusters Score -2184546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -159731.015625 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -159731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -157289.234375 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -157289.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157745.140625 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -157745.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157912.281250 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -157912.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158022.921875 Penalty: 3702.680908
	Iteration 3F: 3 clusters Score -158022.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158129.421875 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -158129.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158243.093750 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -158243.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158388.750000 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -158388.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158564.578125 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -158564.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158797.625000 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -158797.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158909.656250 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -158909.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158967.359375 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -158967.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -158994.812500 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -158994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159019.437500 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -159019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -159040.109375 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -159040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159051.453125 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -159051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -159066.531250 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -159066.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -159082.968750 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -159083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -159094.609375 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -159094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -159103.093750 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -159103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -159110.562500 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -159110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -159120.390625 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -159120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -159126.921875 Penalty: 3702.680908
	Iteration 21Q: 3 clusters Score -159126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159135.812500 Penalty: 3702.680908
	Iteration 22Q: 3 clusters Score -159135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -159140.281250 Penalty: 3702.680908
	Iteration 23Q: 3 clusters Score -159140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159141.015625 Penalty: 3702.680908
	Iteration 24Q: 3 clusters Score -159141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159141.015625 Penalty: 3702.680908
	Iteration 25F: 3 clusters Score -159141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -109213.867188 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -109213.9 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 575 members 
Entering Unmasked Estep 
Score: -107155.414062 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -107155.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107463.914062 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -107463.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107557.085938 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -107557.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107601.296875 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -107601.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107622.531250 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -107622.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107638.875000 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -107638.9 nChanged 10
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: -107648.328125 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -107648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107657.554688 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -107657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107665.492188 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -107665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107668.906250 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -107668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107672.484375 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -107672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107673.625000 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -107673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107674.046875 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -107674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107674.046875 Penalty: 3499.007080
	Iteration 13F: 3 clusters Score -107674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -333921.718750 Penalty: 2083.975830
	Iteration 0F: 2 clusters Score -333921.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -329815.125000 Penalty: 4167.951660
	Iteration 0F: 3 clusters Score -329815.1 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -331386.687500 Penalty: 4167.951660
	Iteration 1F: 3 clusters Score -331386.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -331908.343750 Penalty: 4167.951660
	Iteration 2F: 3 clusters Score -331908.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -332203.187500 Penalty: 4167.951660
	Iteration 3F: 3 clusters Score -332203.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -332403.875000 Penalty: 4167.951660
	Iteration 4F: 3 clusters Score -332403.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -332574.343750 Penalty: 4167.951660
	Iteration 5Q: 3 clusters Score -332574.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -332686.750000 Penalty: 4167.951660
	Iteration 6Q: 3 clusters Score -332686.8 nChanged 125
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: -332779.906250 Penalty: 4167.951660
	Iteration 7Q: 3 clusters Score -332779.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -332869.125000 Penalty: 4167.951660
	Iteration 8Q: 3 clusters Score -332869.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -332940.375000 Penalty: 4167.951660
	Iteration 9Q: 3 clusters Score -332940.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -332997.531250 Penalty: 4167.951660
	Iteration 10Q: 3 clusters Score -332997.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -333046.250000 Penalty: 4167.951660
	Iteration 11Q: 3 clusters Score -333046.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -333071.156250 Penalty: 4167.951660
	Iteration 12Q: 3 clusters Score -333071.2 nChanged 41
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: -333089.031250 Penalty: 4167.951660
	Iteration 13Q: 3 clusters Score -333089 nChanged 42
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: -333111.906250 Penalty: 4167.951660
	Iteration 14Q: 3 clusters Score -333111.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -333128.312500 Penalty: 4167.951660
	Iteration 15Q: 3 clusters Score -333128.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -333140.656250 Penalty: 4167.951660
	Iteration 16Q: 3 clusters Score -333140.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -333149.375000 Penalty: 4167.951660
	Iteration 17Q: 3 clusters Score -333149.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -333157.531250 Penalty: 4167.951660
	Iteration 18Q: 3 clusters Score -333157.5 nChanged 22
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: -333164.656250 Penalty: 4167.951660
	Iteration 19Q: 3 clusters Score -333164.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -333168.843750 Penalty: 4167.951660
	Iteration 20F: 3 clusters Score -333168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -333170.500000 Penalty: 4167.951660
	Iteration 21Q: 3 clusters Score -333170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -333171.343750 Penalty: 4167.951660
	Iteration 22Q: 3 clusters Score -333171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -333171.250000 Penalty: 4167.951660
	Iteration 23Q: 3 clusters Score -333171.2 nChanged 2
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: -333172.437500 Penalty: 4167.951660
	Iteration 24Q: 3 clusters Score -333172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -333173.875000 Penalty: 4167.951660
	Iteration 25Q: 3 clusters Score -333173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -333177.500000 Penalty: 4167.951660
	Iteration 26Q: 3 clusters Score -333177.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -333181.062500 Penalty: 4167.951660
	Iteration 27Q: 3 clusters Score -333181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -333185.750000 Penalty: 4167.951660
	Iteration 28Q: 3 clusters Score -333185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -333190.312500 Penalty: 4167.951660
	Iteration 29Q: 3 clusters Score -333190.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -333197.000000 Penalty: 4167.951660
	Iteration 30Q: 3 clusters Score -333197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -333202.468750 Penalty: 4167.951660
	Iteration 31Q: 3 clusters Score -333202.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -333209.218750 Penalty: 4167.951660
	Iteration 32Q: 3 clusters Score -333209.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -333214.312500 Penalty: 4167.951660
	Iteration 33Q: 3 clusters Score -333214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -333217.593750 Penalty: 4167.951660
	Iteration 34Q: 3 clusters Score -333217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -333224.656250 Penalty: 4167.951660
	Iteration 35Q: 3 clusters Score -333224.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -333229.218750 Penalty: 4167.951660
	Iteration 36Q: 3 clusters Score -333229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -333235.312500 Penalty: 4167.951660
	Iteration 37Q: 3 clusters Score -333235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -333240.093750 Penalty: 4167.951660
	Iteration 38Q: 3 clusters Score -333240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -333241.968750 Penalty: 4167.951660
	Iteration 39Q: 3 clusters Score -333242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -333243.000000 Penalty: 4167.951660
	Iteration 40F: 3 clusters Score -333243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -333242.500000 Penalty: 4167.951660
	Iteration 41Q: 3 clusters Score -333242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -333243.093750 Penalty: 4167.951660
	Iteration 42Q: 3 clusters Score -333243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -333243.093750 Penalty: 4167.951660
	Iteration 43F: 3 clusters Score -333243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -218046.828125 Penalty: 1923.854736
	Iteration 0F: 2 clusters Score -218046.8 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 1155 members 
Entering Unmasked Estep 
Score: -215219.781250 Penalty: 3847.709473
	Iteration 0F: 3 clusters Score -215219.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215797.250000 Penalty: 3847.709473
	Iteration 1F: 3 clusters Score -215797.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215999.875000 Penalty: 3847.709473
	Iteration 2F: 3 clusters Score -215999.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -216116.984375 Penalty: 3847.709473
	Iteration 3F: 3 clusters Score -216117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -216185.218750 Penalty: 3847.709473
	Iteration 4Q: 3 clusters Score -216185.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -216233.312500 Penalty: 3847.709473
	Iteration 5Q: 3 clusters Score -216233.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216273.156250 Penalty: 3847.709473
	Iteration 6Q: 3 clusters Score -216273.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -216317.828125 Penalty: 3847.709473
	Iteration 7Q: 3 clusters Score -216317.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -216357.375000 Penalty: 3847.709473
	Iteration 8Q: 3 clusters Score -216357.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -216397.609375 Penalty: 3847.709473
	Iteration 9Q: 3 clusters Score -216397.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -216453.625000 Penalty: 3847.709473
	Iteration 10Q: 3 clusters Score -216453.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -216503.187500 Penalty: 3847.709473
	Iteration 11Q: 3 clusters Score -216503.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -216550.828125 Penalty: 3847.709473
	Iteration 12Q: 3 clusters Score -216550.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -216600.609375 Penalty: 3847.709473
	Iteration 13Q: 3 clusters Score -216600.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -216659.500000 Penalty: 3847.709473
	Iteration 14Q: 3 clusters Score -216659.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -216718.625000 Penalty: 3847.709473
	Iteration 15Q: 3 clusters Score -216718.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -216803.890625 Penalty: 3847.709473
	Iteration 16Q: 3 clusters Score -216803.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -216911.515625 Penalty: 3847.709473
	Iteration 17Q: 3 clusters Score -216911.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -217067.015625 Penalty: 3847.709473
	Iteration 18Q: 3 clusters Score -217067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -217279.609375 Penalty: 3847.709473
	Iteration 19Q: 3 clusters Score -217279.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -217551.656250 Penalty: 3847.709473
	Iteration 20F: 3 clusters Score -217551.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -217732.031250 Penalty: 3847.709473
	Iteration 21Q: 3 clusters Score -217732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217800.015625 Penalty: 3847.709473
	Iteration 22Q: 3 clusters Score -217800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217827.718750 Penalty: 3847.709473
	Iteration 23Q: 3 clusters Score -217827.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -217868.625000 Penalty: 3847.709473
	Iteration 24Q: 3 clusters Score -217868.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217910.328125 Penalty: 3847.709473
	Iteration 25Q: 3 clusters Score -217910.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217956.140625 Penalty: 3847.709473
	Iteration 26Q: 3 clusters Score -217956.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218025.078125 Penalty: 3847.709473
	Iteration 27Q: 3 clusters Score -218025.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -218132.843750 Penalty: 3847.709473
	Iteration 28Q: 3 clusters Score -218132.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -218238.250000 Penalty: 3847.709473
	Iteration 29Q: 3 clusters Score -218238.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -218357.656250 Penalty: 3847.709473
	Iteration 30Q: 3 clusters Score -218357.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -218487.906250 Penalty: 3847.709473
	Iteration 31Q: 3 clusters Score -218487.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -218571.031250 Penalty: 3847.709473
	Iteration 32Q: 3 clusters Score -218571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218577.343750 Penalty: 3847.709473
	Iteration 33Q: 3 clusters Score -218577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3847.709473
	Iteration 34Q: 3 clusters Score -218579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218579.625000 Penalty: 3847.709473
	Iteration 35F: 3 clusters Score -218579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36700 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14869 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 1595 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 744 members 
Entering Unmasked Estep 
Score: -84136872.000000 Penalty: 207598.437500
Splitting cluster 53 changes total score from -84137816.000000 to -84136872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -261276.468750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -261276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -258155.140625 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -258155.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -258820.781250 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -258820.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -258979.921875 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -258979.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259064.406250 Penalty: 3930.878174
	Iteration 3Q: 3 clusters Score -259064.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259133.421875 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -259133.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -259219.046875 Penalty: 3930.878174
	Iteration 5Q: 3 clusters Score -259219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -259295.140625 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -259295.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -259359.250000 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -259359.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -259417.703125 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -259417.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -259459.281250 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -259459.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -259491.875000 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -259491.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -259520.015625 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -259520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -259541.062500 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -259541.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -259560.843750 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -259560.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259575.265625 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -259575.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -259590.062500 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -259590.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -259602.203125 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -259602.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259612.390625 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -259612.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -259622.984375 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -259623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -259634.625000 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -259634.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -259645.515625 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -259645.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -259654.203125 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -259654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259662.625000 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -259662.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259668.968750 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -259669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259673.109375 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -259673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259675.125000 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -259675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -259675.906250 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -259675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -259676.687500 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -259676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259677.546875 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -259677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259679.734375 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -259679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259681.234375 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -259681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -259682.390625 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -259682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259685.109375 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -259685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -259688.000000 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -259688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -259689.390625 Penalty: 3930.878174
	Iteration 34Q: 3 clusters Score -259689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -259690.187500 Penalty: 3930.878174
	Iteration 35Q: 3 clusters Score -259690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -259691.250000 Penalty: 3930.878174
	Iteration 36Q: 3 clusters Score -259691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -259693.062500 Penalty: 3930.878174
	Iteration 37Q: 3 clusters Score -259693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -259693.515625 Penalty: 3930.878174
	Iteration 38Q: 3 clusters Score -259693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259694.218750 Penalty: 3930.878174
	Iteration 39Q: 3 clusters Score -259694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259694.218750 Penalty: 3930.878174
	Iteration 40F: 3 clusters Score -259694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1437156.000000 Penalty: 2376.089844
	Iteration 0F: 2 clusters Score -1437156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1426554.750000 Penalty: 4752.179688
	Iteration 0F: 3 clusters Score -1426555 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1429910.875000 Penalty: 4752.179688
	Iteration 1F: 3 clusters Score -1429911 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1430247.000000 Penalty: 4752.179688
	Iteration 2F: 3 clusters Score -1430247 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1430495.375000 Penalty: 4752.179688
	Iteration 3Q: 3 clusters Score -1430495 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1430701.375000 Penalty: 4752.179688
	Iteration 4Q: 3 clusters Score -1430701 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1430908.500000 Penalty: 4752.179688
	Iteration 5Q: 3 clusters Score -1430908 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1431130.375000 Penalty: 4752.179688
	Iteration 6Q: 3 clusters Score -1431130 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1431382.750000 Penalty: 4752.179688
	Iteration 7Q: 3 clusters Score -1431383 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1431698.375000 Penalty: 4752.179688
	Iteration 8Q: 3 clusters Score -1431698 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1432017.625000 Penalty: 4752.179688
	Iteration 9Q: 3 clusters Score -1432018 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1432317.125000 Penalty: 4752.179688
	Iteration 10Q: 3 clusters Score -1432317 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1432556.250000 Penalty: 4752.179688
	Iteration 11Q: 3 clusters Score -1432556 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1432787.125000 Penalty: 4752.179688
	Iteration 12Q: 3 clusters Score -1432787 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1432970.000000 Penalty: 4752.179688
	Iteration 13Q: 3 clusters Score -1432970 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1433127.625000 Penalty: 4752.179688
	Iteration 14Q: 3 clusters Score -1433128 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1433265.250000 Penalty: 4752.179688
	Iteration 15Q: 3 clusters Score -1433265 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1433418.125000 Penalty: 4752.179688
	Iteration 16Q: 3 clusters Score -1433418 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1433584.875000 Penalty: 4752.179688
	Iteration 17Q: 3 clusters Score -1433585 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1433757.875000 Penalty: 4752.179688
	Iteration 18Q: 3 clusters Score -1433758 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1433901.500000 Penalty: 4752.179688
	Iteration 19Q: 3 clusters Score -1433902 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1434059.750000 Penalty: 4752.179688
	Iteration 20F: 3 clusters Score -1434060 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1434179.250000 Penalty: 4752.179688
	Iteration 21Q: 3 clusters Score -1434179 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1434293.375000 Penalty: 4752.179688
	Iteration 22Q: 3 clusters Score -1434293 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1434387.500000 Penalty: 4752.179688
	Iteration 23Q: 3 clusters Score -1434388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1434469.875000 Penalty: 4752.179688
	Iteration 24Q: 3 clusters Score -1434470 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1434533.875000 Penalty: 4752.179688
	Iteration 25Q: 3 clusters Score -1434534 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1434580.750000 Penalty: 4752.179688
	Iteration 26Q: 3 clusters Score -1434581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1434623.625000 Penalty: 4752.179688
	Iteration 27Q: 3 clusters Score -1434624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1434660.500000 Penalty: 4752.179688
	Iteration 28Q: 3 clusters Score -1434660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1434684.875000 Penalty: 4752.179688
	Iteration 29Q: 3 clusters Score -1434685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1434711.375000 Penalty: 4752.179688
	Iteration 30Q: 3 clusters Score -1434711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1434733.750000 Penalty: 4752.179688
	Iteration 31Q: 3 clusters Score -1434734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1434761.875000 Penalty: 4752.179688
	Iteration 32Q: 3 clusters Score -1434762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1434789.875000 Penalty: 4752.179688
	Iteration 33Q: 3 clusters Score -1434790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1434817.250000 Penalty: 4752.179688
	Iteration 34Q: 3 clusters Score -1434817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1434843.625000 Penalty: 4752.179688
	Iteration 35Q: 3 clusters Score -1434844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1434859.125000 Penalty: 4752.179688
	Iteration 36Q: 3 clusters Score -1434859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1434872.000000 Penalty: 4752.179688
	Iteration 37Q: 3 clusters Score -1434872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1434894.750000 Penalty: 4752.179688
	Iteration 38Q: 3 clusters Score -1434895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1434911.750000 Penalty: 4752.179688
	Iteration 39Q: 3 clusters Score -1434912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1434925.125000 Penalty: 4752.179688
	Iteration 40F: 3 clusters Score -1434925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1434945.500000 Penalty: 4752.179688
	Iteration 41Q: 3 clusters Score -1434946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1434971.000000 Penalty: 4752.179688
	Iteration 42Q: 3 clusters Score -1434971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1434988.750000 Penalty: 4752.179688
	Iteration 43Q: 3 clusters Score -1434989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1434997.000000 Penalty: 4752.179688
	Iteration 44Q: 3 clusters Score -1434997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1435014.750000 Penalty: 4752.179688
	Iteration 45Q: 3 clusters Score -1435015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1435033.500000 Penalty: 4752.179688
	Iteration 46Q: 3 clusters Score -1435034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1435050.875000 Penalty: 4752.179688
	Iteration 47Q: 3 clusters Score -1435051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1435069.750000 Penalty: 4752.179688
	Iteration 48Q: 3 clusters Score -1435070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1435089.750000 Penalty: 4752.179688
	Iteration 49Q: 3 clusters Score -1435090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1435111.875000 Penalty: 4752.179688
	Iteration 50Q: 3 clusters Score -1435112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1435127.500000 Penalty: 4752.179688
	Iteration 51Q: 3 clusters Score -1435128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1435145.250000 Penalty: 4752.179688
	Iteration 52Q: 3 clusters Score -1435145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1435160.625000 Penalty: 4752.179688
	Iteration 53Q: 3 clusters Score -1435161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1435167.125000 Penalty: 4752.179688
	Iteration 54Q: 3 clusters Score -1435167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1435176.500000 Penalty: 4752.179688
	Iteration 55Q: 3 clusters Score -1435176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1435183.125000 Penalty: 4752.179688
	Iteration 56Q: 3 clusters Score -1435183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1435189.375000 Penalty: 4752.179688
	Iteration 57Q: 3 clusters Score -1435189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1435193.750000 Penalty: 4752.179688
	Iteration 58Q: 3 clusters Score -1435194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1435197.125000 Penalty: 4752.179688
	Iteration 59Q: 3 clusters Score -1435197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1435202.625000 Penalty: 4752.179688
	Iteration 60F: 3 clusters Score -1435203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1435203.375000 Penalty: 4752.179688
	Iteration 61Q: 3 clusters Score -1435203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1435207.000000 Penalty: 4752.179688
	Iteration 62Q: 3 clusters Score -1435207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1435210.875000 Penalty: 4752.179688
	Iteration 63Q: 3 clusters Score -1435211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1435221.875000 Penalty: 4752.179688
	Iteration 64Q: 3 clusters Score -1435222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1435225.625000 Penalty: 4752.179688
	Iteration 65Q: 3 clusters Score -1435226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1435232.375000 Penalty: 4752.179688
	Iteration 66Q: 3 clusters Score -1435232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1435235.125000 Penalty: 4752.179688
	Iteration 67Q: 3 clusters Score -1435235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1435237.875000 Penalty: 4752.179688
	Iteration 68Q: 3 clusters Score -1435238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1435238.000000 Penalty: 4752.179688
	Iteration 69Q: 3 clusters Score -1435238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1435236.250000 Penalty: 4752.179688
	Iteration 70Q: 3 clusters Score -1435236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1435237.750000 Penalty: 4752.179688
	Iteration 71Q: 3 clusters Score -1435238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1435237.500000 Penalty: 4752.179688
	Iteration 72Q: 3 clusters Score -1435238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1435238.500000 Penalty: 4752.179688
	Iteration 73Q: 3 clusters Score -1435238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1435239.125000 Penalty: 4752.179688
	Iteration 74Q: 3 clusters Score -1435239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1435239.125000 Penalty: 4752.179688
	Iteration 75F: 3 clusters Score -1435239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -38342.593750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -38342.59 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 222 members 
Entering Unmasked Estep 
Score: -36924.800781 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -36924.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37082.328125 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -37082.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37155.382812 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -37155.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37185.320312 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -37185.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37198.000000 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -37198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37227.937500 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -37227.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37234.261719 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -37234.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37239.269531 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -37239.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37248.343750 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -37248.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37257.910156 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -37257.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37270.691406 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -37270.69 nChanged 2
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: -37273.726562 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -37273.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37278.628906 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -37278.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37283.230469 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -37283.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37285.246094 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -37285.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37285.246094 Penalty: 3049.640381
	Iteration 15F: 3 clusters Score -37285.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Entering Unmasked Estep 
Score: -379243.500000 Penalty: 2049.370605
	Iteration 0F: 2 clusters Score -379243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -375450.593750 Penalty: 4098.741211
	Iteration 0F: 3 clusters Score -375450.6 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -376333.625000 Penalty: 4098.741211
	Iteration 1F: 3 clusters Score -376333.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -376513.031250 Penalty: 4098.741211
	Iteration 2F: 3 clusters Score -376513 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -376620.843750 Penalty: 4098.741211
	Iteration 3Q: 3 clusters Score -376620.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -376691.093750 Penalty: 4098.741211
	Iteration 4Q: 3 clusters Score -376691.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -376738.406250 Penalty: 4098.741211
	Iteration 5Q: 3 clusters Score -376738.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -376778.062500 Penalty: 4098.741211
	Iteration 6Q: 3 clusters Score -376778.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -376813.343750 Penalty: 4098.741211
	Iteration 7Q: 3 clusters Score -376813.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376839.531250 Penalty: 4098.741211
	Iteration 8Q: 3 clusters Score -376839.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -376857.625000 Penalty: 4098.741211
	Iteration 9Q: 3 clusters Score -376857.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -376870.906250 Penalty: 4098.741211
	Iteration 10Q: 3 clusters Score -376870.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -376881.843750 Penalty: 4098.741211
	Iteration 11Q: 3 clusters Score -376881.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -376891.156250 Penalty: 4098.741211
	Iteration 12Q: 3 clusters Score -376891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -376903.500000 Penalty: 4098.741211
	Iteration 13Q: 3 clusters Score -376903.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -376913.375000 Penalty: 4098.741211
	Iteration 14Q: 3 clusters Score -376913.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376923.593750 Penalty: 4098.741211
	Iteration 15Q: 3 clusters Score -376923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -376938.093750 Penalty: 4098.741211
	Iteration 16Q: 3 clusters Score -376938.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -376946.968750 Penalty: 4098.741211
	Iteration 17Q: 3 clusters Score -376947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -376956.656250 Penalty: 4098.741211
	Iteration 18Q: 3 clusters Score -376956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -376966.437500 Penalty: 4098.741211
	Iteration 19Q: 3 clusters Score -376966.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -376972.562500 Penalty: 4098.741211
	Iteration 20F: 3 clusters Score -376972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -376976.593750 Penalty: 4098.741211
	Iteration 21Q: 3 clusters Score -376976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -376980.687500 Penalty: 4098.741211
	Iteration 22Q: 3 clusters Score -376980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -376984.000000 Penalty: 4098.741211
	Iteration 23Q: 3 clusters Score -376984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376988.875000 Penalty: 4098.741211
	Iteration 24Q: 3 clusters Score -376988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -376995.656250 Penalty: 4098.741211
	Iteration 25Q: 3 clusters Score -376995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -376999.125000 Penalty: 4098.741211
	Iteration 26Q: 3 clusters Score -376999.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -377004.000000 Penalty: 4098.741211
	Iteration 27Q: 3 clusters Score -377004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -377008.437500 Penalty: 4098.741211
	Iteration 28Q: 3 clusters Score -377008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -377011.593750 Penalty: 4098.741211
	Iteration 29Q: 3 clusters Score -377011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -377014.500000 Penalty: 4098.741211
	Iteration 30Q: 3 clusters Score -377014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -377017.000000 Penalty: 4098.741211
	Iteration 31Q: 3 clusters Score -377017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377020.437500 Penalty: 4098.741211
	Iteration 32Q: 3 clusters Score -377020.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -377022.406250 Penalty: 4098.741211
	Iteration 33Q: 3 clusters Score -377022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -377025.406250 Penalty: 4098.741211
	Iteration 34Q: 3 clusters Score -377025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -377027.906250 Penalty: 4098.741211
	Iteration 35Q: 3 clusters Score -377027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -377030.031250 Penalty: 4098.741211
	Iteration 36Q: 3 clusters Score -377030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -377032.812500 Penalty: 4098.741211
	Iteration 37Q: 3 clusters Score -377032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -377034.031250 Penalty: 4098.741211
	Iteration 38Q: 3 clusters Score -377034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -377035.343750 Penalty: 4098.741211
	Iteration 39Q: 3 clusters Score -377035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -377036.281250 Penalty: 4098.741211
	Iteration 40F: 3 clusters Score -377036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377037.187500 Penalty: 4098.741211
	Iteration 41Q: 3 clusters Score -377037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377037.843750 Penalty: 4098.741211
	Iteration 42Q: 3 clusters Score -377037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -377039.843750 Penalty: 4098.741211
	Iteration 43Q: 3 clusters Score -377039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -377039.968750 Penalty: 4098.741211
	Iteration 44Q: 3 clusters Score -377040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -377039.968750 Penalty: 4098.741211
	Iteration 45F: 3 clusters Score -377040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -566512.937500 Penalty: 2163.966064
	Iteration 0F: 2 clusters Score -566512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -561219.250000 Penalty: 4327.932129
	Iteration 0F: 3 clusters Score -561219.2 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -562640.937500 Penalty: 4327.932129
	Iteration 1F: 3 clusters Score -562640.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -562985.062500 Penalty: 4327.932129
	Iteration 2F: 3 clusters Score -562985.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -563249.812500 Penalty: 4327.932129
	Iteration 3F: 3 clusters Score -563249.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -563566.875000 Penalty: 4327.932129
	Iteration 4F: 3 clusters Score -563566.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -563891.875000 Penalty: 4327.932129
	Iteration 5F: 3 clusters Score -563891.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -564183.687500 Penalty: 4327.932129
	Iteration 6Q: 3 clusters Score -564183.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -564447.125000 Penalty: 4327.932129
	Iteration 7Q: 3 clusters Score -564447.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -564661.437500 Penalty: 4327.932129
	Iteration 8Q: 3 clusters Score -564661.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -564859.625000 Penalty: 4327.932129
	Iteration 9Q: 3 clusters Score -564859.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -565046.437500 Penalty: 4327.932129
	Iteration 10Q: 3 clusters Score -565046.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -565244.750000 Penalty: 4327.932129
	Iteration 11Q: 3 clusters Score -565244.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -565427.812500 Penalty: 4327.932129
	Iteration 12Q: 3 clusters Score -565427.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -565596.687500 Penalty: 4327.932129
	Iteration 13Q: 3 clusters Score -565596.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -565765.125000 Penalty: 4327.932129
	Iteration 14Q: 3 clusters Score -565765.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -565905.750000 Penalty: 4327.932129
	Iteration 15Q: 3 clusters Score -565905.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -566070.375000 Penalty: 4327.932129
	Iteration 16Q: 3 clusters Score -566070.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -566294.000000 Penalty: 4327.932129
	Iteration 17Q: 3 clusters Score -566294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -566456.562500 Penalty: 4327.932129
	Iteration 18Q: 3 clusters Score -566456.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -566524.375000 Penalty: 4327.932129
	Iteration 19Q: 3 clusters Score -566524.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -566545.500000 Penalty: 4327.932129
	Iteration 20F: 3 clusters Score -566545.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -566558.312500 Penalty: 4327.932129
	Iteration 21Q: 3 clusters Score -566558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -566563.312500 Penalty: 4327.932129
	Iteration 22Q: 3 clusters Score -566563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -566565.125000 Penalty: 4327.932129
	Iteration 23Q: 3 clusters Score -566565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -566567.562500 Penalty: 4327.932129
	Iteration 24Q: 3 clusters Score -566567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -566568.000000 Penalty: 4327.932129
	Iteration 25Q: 3 clusters Score -566568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -566568.687500 Penalty: 4327.932129
	Iteration 26Q: 3 clusters Score -566568.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -566570.187500 Penalty: 4327.932129
	Iteration 27Q: 3 clusters Score -566570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -566571.812500 Penalty: 4327.932129
	Iteration 28Q: 3 clusters Score -566571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -566571.812500 Penalty: 4327.932129
	Iteration 29F: 3 clusters Score -566571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36700 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14869 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 3735 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 2424 members 
Entering Unmasked Estep 
Score: -84136720.000000 Penalty: 207598.437500
Splitting cluster 58 changes total score from -84137816.000000 to -84136720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -896778.500000 Penalty: 2255.180420
	Iteration 0F: 2 clusters Score -896778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -889754.187500 Penalty: 4510.360840
	Iteration 0F: 3 clusters Score -889754.2 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -891695.000000 Penalty: 4510.360840
	Iteration 1F: 3 clusters Score -891695 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -891937.625000 Penalty: 4510.360840
	Iteration 2F: 3 clusters Score -891937.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -892085.812500 Penalty: 4510.360840
	Iteration 3Q: 3 clusters Score -892085.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -892198.937500 Penalty: 4510.360840
	Iteration 4Q: 3 clusters Score -892198.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -892299.375000 Penalty: 4510.360840
	Iteration 5Q: 3 clusters Score -892299.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -892387.437500 Penalty: 4510.360840
	Iteration 6Q: 3 clusters Score -892387.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -892454.875000 Penalty: 4510.360840
	Iteration 7Q: 3 clusters Score -892454.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -892522.562500 Penalty: 4510.360840
	Iteration 8Q: 3 clusters Score -892522.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -892577.937500 Penalty: 4510.360840
	Iteration 9Q: 3 clusters Score -892577.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -892631.562500 Penalty: 4510.360840
	Iteration 10Q: 3 clusters Score -892631.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -892698.687500 Penalty: 4510.360840
	Iteration 11Q: 3 clusters Score -892698.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -892765.625000 Penalty: 4510.360840
	Iteration 12Q: 3 clusters Score -892765.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -892841.000000 Penalty: 4510.360840
	Iteration 13Q: 3 clusters Score -892841 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -892917.937500 Penalty: 4510.360840
	Iteration 14Q: 3 clusters Score -892917.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -893005.437500 Penalty: 4510.360840
	Iteration 15Q: 3 clusters Score -893005.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -893104.312500 Penalty: 4510.360840
	Iteration 16Q: 3 clusters Score -893104.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -893207.812500 Penalty: 4510.360840
	Iteration 17Q: 3 clusters Score -893207.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -893312.562500 Penalty: 4510.360840
	Iteration 18Q: 3 clusters Score -893312.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -893431.562500 Penalty: 4510.360840
	Iteration 19Q: 3 clusters Score -893431.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -893555.187500 Penalty: 4510.360840
	Iteration 20F: 3 clusters Score -893555.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -893674.250000 Penalty: 4510.360840
	Iteration 21Q: 3 clusters Score -893674.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -893775.500000 Penalty: 4510.360840
	Iteration 22Q: 3 clusters Score -893775.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -893872.812500 Penalty: 4510.360840
	Iteration 23Q: 3 clusters Score -893872.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -893949.562500 Penalty: 4510.360840
	Iteration 24Q: 3 clusters Score -893949.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -894033.875000 Penalty: 4510.360840
	Iteration 25Q: 3 clusters Score -894033.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -894094.500000 Penalty: 4510.360840
	Iteration 26Q: 3 clusters Score -894094.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -894139.000000 Penalty: 4510.360840
	Iteration 27Q: 3 clusters Score -894139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -894183.500000 Penalty: 4510.360840
	Iteration 28Q: 3 clusters Score -894183.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -894231.750000 Penalty: 4510.360840
	Iteration 29Q: 3 clusters Score -894231.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -894279.312500 Penalty: 4510.360840
	Iteration 30Q: 3 clusters Score -894279.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -894317.500000 Penalty: 4510.360840
	Iteration 31Q: 3 clusters Score -894317.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -894354.125000 Penalty: 4510.360840
	Iteration 32Q: 3 clusters Score -894354.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -894380.687500 Penalty: 4510.360840
	Iteration 33Q: 3 clusters Score -894380.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -894404.437500 Penalty: 4510.360840
	Iteration 34Q: 3 clusters Score -894404.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -894430.937500 Penalty: 4510.360840
	Iteration 35Q: 3 clusters Score -894430.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -894448.812500 Penalty: 4510.360840
	Iteration 36Q: 3 clusters Score -894448.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -894467.937500 Penalty: 4510.360840
	Iteration 37Q: 3 clusters Score -894467.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -894482.187500 Penalty: 4510.360840
	Iteration 38Q: 3 clusters Score -894482.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -894497.375000 Penalty: 4510.360840
	Iteration 39Q: 3 clusters Score -894497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -894504.062500 Penalty: 4510.360840
	Iteration 40F: 3 clusters Score -894504.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -894510.750000 Penalty: 4510.360840
	Iteration 41Q: 3 clusters Score -894510.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -894522.375000 Penalty: 4510.360840
	Iteration 42Q: 3 clusters Score -894522.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -894535.750000 Penalty: 4510.360840
	Iteration 43Q: 3 clusters Score -894535.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -894545.937500 Penalty: 4510.360840
	Iteration 44Q: 3 clusters Score -894545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -894554.250000 Penalty: 4510.360840
	Iteration 45Q: 3 clusters Score -894554.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -894563.062500 Penalty: 4510.360840
	Iteration 46Q: 3 clusters Score -894563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -894569.875000 Penalty: 4510.360840
	Iteration 47Q: 3 clusters Score -894569.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -894574.687500 Penalty: 4510.360840
	Iteration 48Q: 3 clusters Score -894574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -894576.562500 Penalty: 4510.360840
	Iteration 49Q: 3 clusters Score -894576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -894582.500000 Penalty: 4510.360840
	Iteration 50Q: 3 clusters Score -894582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -894586.250000 Penalty: 4510.360840
	Iteration 51Q: 3 clusters Score -894586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -894592.687500 Penalty: 4510.360840
	Iteration 52Q: 3 clusters Score -894592.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -894605.187500 Penalty: 4510.360840
	Iteration 53Q: 3 clusters Score -894605.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -894615.187500 Penalty: 4510.360840
	Iteration 54Q: 3 clusters Score -894615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -894621.187500 Penalty: 4510.360840
	Iteration 55Q: 3 clusters Score -894621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -894626.375000 Penalty: 4510.360840
	Iteration 56Q: 3 clusters Score -894626.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -894637.062500 Penalty: 4510.360840
	Iteration 57Q: 3 clusters Score -894637.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -894644.250000 Penalty: 4510.360840
	Iteration 58Q: 3 clusters Score -894644.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -894651.437500 Penalty: 4510.360840
	Iteration 59Q: 3 clusters Score -894651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -894661.375000 Penalty: 4510.360840
	Iteration 60F: 3 clusters Score -894661.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -894667.937500 Penalty: 4510.360840
	Iteration 61Q: 3 clusters Score -894667.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -894680.000000 Penalty: 4510.360840
	Iteration 62Q: 3 clusters Score -894680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -894686.125000 Penalty: 4510.360840
	Iteration 63Q: 3 clusters Score -894686.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -894691.062500 Penalty: 4510.360840
	Iteration 64Q: 3 clusters Score -894691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -894695.625000 Penalty: 4510.360840
	Iteration 65Q: 3 clusters Score -894695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -894700.125000 Penalty: 4510.360840
	Iteration 66Q: 3 clusters Score -894700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -894707.812500 Penalty: 4510.360840
	Iteration 67Q: 3 clusters Score -894707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -894712.562500 Penalty: 4510.360840
	Iteration 68Q: 3 clusters Score -894712.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -894721.125000 Penalty: 4510.360840
	Iteration 69Q: 3 clusters Score -894721.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -894727.375000 Penalty: 4510.360840
	Iteration 70Q: 3 clusters Score -894727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -894730.875000 Penalty: 4510.360840
	Iteration 71Q: 3 clusters Score -894730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -894734.062500 Penalty: 4510.360840
	Iteration 72Q: 3 clusters Score -894734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -894736.250000 Penalty: 4510.360840
	Iteration 73Q: 3 clusters Score -894736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -894737.375000 Penalty: 4510.360840
	Iteration 74Q: 3 clusters Score -894737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -894740.125000 Penalty: 4510.360840
	Iteration 75Q: 3 clusters Score -894740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -894741.437500 Penalty: 4510.360840
	Iteration 76Q: 3 clusters Score -894741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -894744.125000 Penalty: 4510.360840
	Iteration 77Q: 3 clusters Score -894744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -894749.375000 Penalty: 4510.360840
	Iteration 78Q: 3 clusters Score -894749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -894753.437500 Penalty: 4510.360840
	Iteration 79Q: 3 clusters Score -894753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -894756.687500 Penalty: 4510.360840
	Iteration 80F: 3 clusters Score -894756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -894755.875000 Penalty: 4510.360840
	Iteration 81Q: 3 clusters Score -894755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -894756.750000 Penalty: 4510.360840
	Iteration 82Q: 3 clusters Score -894756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -894758.500000 Penalty: 4510.360840
	Iteration 83Q: 3 clusters Score -894758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -894760.500000 Penalty: 4510.360840
	Iteration 84Q: 3 clusters Score -894760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -894762.250000 Penalty: 4510.360840
	Iteration 85Q: 3 clusters Score -894762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -894762.562500 Penalty: 4510.360840
	Iteration 86Q: 3 clusters Score -894762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -894767.500000 Penalty: 4510.360840
	Iteration 87Q: 3 clusters Score -894767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -894768.937500 Penalty: 4510.360840
	Iteration 88Q: 3 clusters Score -894768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -894770.250000 Penalty: 4510.360840
	Iteration 89Q: 3 clusters Score -894770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -894771.437500 Penalty: 4510.360840
	Iteration 90Q: 3 clusters Score -894771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -894773.437500 Penalty: 4510.360840
	Iteration 91Q: 3 clusters Score -894773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -894772.875000 Penalty: 4510.360840
	Iteration 92Q: 3 clusters Score -894772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -894773.375000 Penalty: 4510.360840
	Iteration 93Q: 3 clusters Score -894773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -894775.937500 Penalty: 4510.360840
	Iteration 94Q: 3 clusters Score -894775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -894777.250000 Penalty: 4510.360840
	Iteration 95Q: 3 clusters Score -894777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -894781.000000 Penalty: 4510.360840
	Iteration 96Q: 3 clusters Score -894781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -894784.000000 Penalty: 4510.360840
	Iteration 97Q: 3 clusters Score -894784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -894786.625000 Penalty: 4510.360840
	Iteration 98Q: 3 clusters Score -894786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -894786.500000 Penalty: 4510.360840
	Iteration 99Q: 3 clusters Score -894786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -894786.875000 Penalty: 4510.360840
	Iteration 100F: 3 clusters Score -894786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -894789.812500 Penalty: 4510.360840
	Iteration 101Q: 3 clusters Score -894789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -894791.500000 Penalty: 4510.360840
	Iteration 102Q: 3 clusters Score -894791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -894791.687500 Penalty: 4510.360840
	Iteration 103Q: 3 clusters Score -894791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -894792.250000 Penalty: 4510.360840
	Iteration 104Q: 3 clusters Score -894792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -894793.750000 Penalty: 4510.360840
	Iteration 105Q: 3 clusters Score -894793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -894793.062500 Penalty: 4510.360840
	Iteration 106Q: 3 clusters Score -894793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -894793.062500 Penalty: 4510.360840
	Iteration 107F: 3 clusters Score -894793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -701433.937500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -701433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -695634.000000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -695634 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -697149.250000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -697149.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -697370.562500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -697370.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -697519.062500 Penalty: 4399.988281
	Iteration 3Q: 3 clusters Score -697519.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -697634.875000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -697634.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -697720.125000 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -697720.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -697789.937500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -697789.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -697833.812500 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -697833.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -697864.437500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -697864.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -697891.625000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -697891.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -697928.875000 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -697928.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -697967.000000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -697967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -697998.875000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -697998.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -698034.187500 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -698034.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -698072.500000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -698072.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -698106.250000 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -698106.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -698148.312500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -698148.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -698194.312500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -698194.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -698237.562500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -698237.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -698284.125000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -698284.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -698327.562500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -698327.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -698375.625000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -698375.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -698438.562500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -698438.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -698499.687500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -698499.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -698561.812500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -698561.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -698626.500000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -698626.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -698696.750000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -698696.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -698777.875000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -698777.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -698859.312500 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -698859.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -698937.750000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -698937.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -699017.187500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -699017.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -699094.500000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -699094.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -699156.812500 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -699156.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -699201.875000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -699201.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -699248.312500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -699248.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -699283.000000 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -699283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -699318.187500 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -699318.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -699354.812500 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -699354.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -699382.000000 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -699382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -699407.062500 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -699407.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -699426.562500 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -699426.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -699438.687500 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -699438.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -699447.750000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -699447.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -699459.000000 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -699459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -699465.750000 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -699465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -699473.625000 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -699473.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -699479.812500 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -699479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -699482.562500 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -699482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -699483.437500 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -699483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -699485.812500 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -699485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -699486.062500 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -699486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -699485.937500 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -699485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -699487.500000 Penalty: 4399.988281
	Iteration 52Q: 3 clusters Score -699487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -699488.062500 Penalty: 4399.988281
	Iteration 53Q: 3 clusters Score -699488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -699488.062500 Penalty: 4399.988281
	Iteration 54F: 3 clusters Score -699488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99657 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84713 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36700 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14869 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6508 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3880 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8897 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137848.000000 Penalty: 204195.187500
Iteration 319Q: 61 clusters Score -8.413785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 115851 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99658 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84714 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36697 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10869 members 
Mstep: Class 35 contains 14872 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 21726 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6509 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14488 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137848.000000 Penalty: 204195.187500
Iteration 320F: 61 clusters Score -8.413785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115850 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99659 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84714 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6262 members 
Mstep: Class 29 contains 3705 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36695 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10870 members 
Mstep: Class 35 contains 14872 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6509 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14489 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 321Q: 61 clusters Score -8.413783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 115850 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99656 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84715 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36692 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10871 members 
Mstep: Class 35 contains 14874 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21729 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6509 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2337 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14488 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137864.000000 Penalty: 204195.187500
Iteration 322Q: 61 clusters Score -8.413786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10255 members 
Mstep: Class 11 contains 115850 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99654 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84716 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36690 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10872 members 
Mstep: Class 35 contains 14875 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21731 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6510 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55512 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2337 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137864.000000 Penalty: 204195.187500
Iteration 323Q: 61 clusters Score -8.413786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10566 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 115851 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99653 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84716 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36688 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10873 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21733 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6511 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55510 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2337 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137864.000000 Penalty: 204195.187500
Iteration 324Q: 61 clusters Score -8.413786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 115851 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99653 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84717 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36687 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10874 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21733 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6512 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55509 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2337 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137872.000000 Penalty: 204195.187500
Iteration 325Q: 61 clusters Score -8.413787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10249 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99652 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84718 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36686 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10874 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21733 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6513 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55508 members 
Mstep: Class 49 contains 22602 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137872.000000 Penalty: 204195.187500
Iteration 326Q: 61 clusters Score -8.413787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99647 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84718 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36686 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10874 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21734 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6513 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55508 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4460 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137912.000000 Penalty: 204195.187500
Iteration 327Q: 61 clusters Score -8.413791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32361 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99644 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84718 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36686 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10874 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21735 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6513 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10454 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55508 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4459 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137896.000000 Penalty: 204195.187500
Iteration 328Q: 61 clusters Score -8.41379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99643 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84718 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 3715 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36686 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6513 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55508 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4459 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137896.000000 Penalty: 204195.187500
Iteration 329Q: 61 clusters Score -8.41379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84720 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36683 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14876 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6514 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137864.000000 Penalty: 204195.187500
Iteration 330Q: 61 clusters Score -8.413786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6516 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137824.000000 Penalty: 204195.187500
Iteration 331Q: 61 clusters Score -8.413782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 332Q: 61 clusters Score -8.413783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84137832.000000 Penalty: 204195.187500
Iteration 333F: 61 clusters Score -8.413783e+07 nChanged 0
Entering ConstructFrom: 
Score: -84137832.000000 Penalty: 204195.187500
Entering ConstructFrom: 
Trying to split cluster 1 (42738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Entering Unmasked Estep 
Score: -4163932.500000 Penalty: 2644.385254
	Iteration 0F: 2 clusters Score -4163932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4134896.250000 Penalty: 5288.770508
	Iteration 0F: 3 clusters Score -4134896 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4145813.750000 Penalty: 5288.770508
	Iteration 1F: 3 clusters Score -4145814 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4146600.750000 Penalty: 5288.770508
	Iteration 2Q: 3 clusters Score -4146601 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4147487.750000 Penalty: 5288.770508
	Iteration 3Q: 3 clusters Score -4147488 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4148658.250000 Penalty: 5288.770508
	Iteration 4F: 3 clusters Score -4148658 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4150487.250000 Penalty: 5288.770508
	Iteration 5F: 3 clusters Score -4150487 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4152991.500000 Penalty: 5288.770508
	Iteration 6F: 3 clusters Score -4152992 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4156094.500000 Penalty: 5288.770508
	Iteration 7F: 3 clusters Score -4156094 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4159398.250000 Penalty: 5288.770508
	Iteration 8F: 3 clusters Score -4159398 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4161982.250000 Penalty: 5288.770508
	Iteration 9F: 3 clusters Score -4161982 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4163372.750000 Penalty: 5288.770508
	Iteration 10Q: 3 clusters Score -4163373 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4163866.000000 Penalty: 5288.770508
	Iteration 11Q: 3 clusters Score -4163866 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4164144.750000 Penalty: 5288.770508
	Iteration 12Q: 3 clusters Score -4164145 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4164296.250000 Penalty: 5288.770508
	Iteration 13Q: 3 clusters Score -4164296 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4164383.750000 Penalty: 5288.770508
	Iteration 14Q: 3 clusters Score -4164384 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -4164399.500000 Penalty: 5288.770508
	Iteration 15Q: 3 clusters Score -4164400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4164421.250000 Penalty: 5288.770508
	Iteration 16Q: 3 clusters Score -4164421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4164450.250000 Penalty: 5288.770508
	Iteration 17Q: 3 clusters Score -4164450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4164457.250000 Penalty: 5288.770508
	Iteration 18Q: 3 clusters Score -4164457 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4164467.250000 Penalty: 5288.770508
	Iteration 19Q: 3 clusters Score -4164467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4164478.750000 Penalty: 5288.770508
	Iteration 20F: 3 clusters Score -4164479 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -4164490.750000 Penalty: 5288.770508
	Iteration 21Q: 3 clusters Score -4164491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4164502.750000 Penalty: 5288.770508
	Iteration 22Q: 3 clusters Score -4164503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -4164513.250000 Penalty: 5288.770508
	Iteration 23Q: 3 clusters Score -4164513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4164516.000000 Penalty: 5288.770508
	Iteration 24Q: 3 clusters Score -4164516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4164510.250000 Penalty: 5288.770508
	Iteration 25Q: 3 clusters Score -4164510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -4164509.000000 Penalty: 5288.770508
	Iteration 26Q: 3 clusters Score -4164509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4164512.250000 Penalty: 5288.770508
	Iteration 27Q: 3 clusters Score -4164512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4164517.750000 Penalty: 5288.770508
	Iteration 28Q: 3 clusters Score -4164518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4164534.750000 Penalty: 5288.770508
	Iteration 29Q: 3 clusters Score -4164535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4164545.000000 Penalty: 5288.770508
	Iteration 30Q: 3 clusters Score -4164545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -4164544.000000 Penalty: 5288.770508
	Iteration 31Q: 3 clusters Score -4164544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4164543.500000 Penalty: 5288.770508
	Iteration 32Q: 3 clusters Score -4164544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4164545.750000 Penalty: 5288.770508
	Iteration 33Q: 3 clusters Score -4164546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4164548.500000 Penalty: 5288.770508
	Iteration 34Q: 3 clusters Score -4164548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4164555.500000 Penalty: 5288.770508
	Iteration 35Q: 3 clusters Score -4164556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4164567.750000 Penalty: 5288.770508
	Iteration 36Q: 3 clusters Score -4164568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4164568.000000 Penalty: 5288.770508
	Iteration 37Q: 3 clusters Score -4164568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4164572.000000 Penalty: 5288.770508
	Iteration 38Q: 3 clusters Score -4164572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4164559.500000 Penalty: 5288.770508
	Iteration 39Q: 3 clusters Score -4164560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -4164554.500000 Penalty: 5288.770508
	Iteration 40F: 3 clusters Score -4164554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4164560.250000 Penalty: 5288.770508
	Iteration 41Q: 3 clusters Score -4164560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4164564.750000 Penalty: 5288.770508
	Iteration 42Q: 3 clusters Score -4164565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4164565.500000 Penalty: 5288.770508
	Iteration 43Q: 3 clusters Score -4164566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4164560.250000 Penalty: 5288.770508
	Iteration 44Q: 3 clusters Score -4164560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4164563.750000 Penalty: 5288.770508
	Iteration 45Q: 3 clusters Score -4164564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -4164557.250000 Penalty: 5288.770508
	Iteration 46Q: 3 clusters Score -4164557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4164555.250000 Penalty: 5288.770508
	Iteration 47Q: 3 clusters Score -4164555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4164554.000000 Penalty: 5288.770508
	Iteration 48Q: 3 clusters Score -4164554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4164556.000000 Penalty: 5288.770508
	Iteration 49Q: 3 clusters Score -4164556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4164562.500000 Penalty: 5288.770508
	Iteration 50Q: 3 clusters Score -4164562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4164573.750000 Penalty: 5288.770508
	Iteration 51Q: 3 clusters Score -4164574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4164577.500000 Penalty: 5288.770508
	Iteration 52Q: 3 clusters Score -4164578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4164567.750000 Penalty: 5288.770508
	Iteration 53Q: 3 clusters Score -4164568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4164566.750000 Penalty: 5288.770508
	Iteration 54Q: 3 clusters Score -4164567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4164574.500000 Penalty: 5288.770508
	Iteration 55Q: 3 clusters Score -4164574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4164575.750000 Penalty: 5288.770508
	Iteration 56Q: 3 clusters Score -4164576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4164585.500000 Penalty: 5288.770508
	Iteration 57Q: 3 clusters Score -4164586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4164589.000000 Penalty: 5288.770508
	Iteration 58Q: 3 clusters Score -4164589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4164599.000000 Penalty: 5288.770508
	Iteration 59Q: 3 clusters Score -4164599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4164596.000000 Penalty: 5288.770508
	Iteration 60F: 3 clusters Score -4164596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4164589.250000 Penalty: 5288.770508
	Iteration 61Q: 3 clusters Score -4164589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4164585.250000 Penalty: 5288.770508
	Iteration 62Q: 3 clusters Score -4164585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -4164584.250000 Penalty: 5288.770508
	Iteration 63Q: 3 clusters Score -4164584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4164592.250000 Penalty: 5288.770508
	Iteration 64Q: 3 clusters Score -4164592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4164594.250000 Penalty: 5288.770508
	Iteration 65Q: 3 clusters Score -4164594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4164592.250000 Penalty: 5288.770508
	Iteration 66Q: 3 clusters Score -4164592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -4164592.250000 Penalty: 5288.770508
	Iteration 67Q: 3 clusters Score -4164592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4164590.500000 Penalty: 5288.770508
	Iteration 68Q: 3 clusters Score -4164590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4164588.750000 Penalty: 5288.770508
	Iteration 69Q: 3 clusters Score -4164589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4164593.750000 Penalty: 5288.770508
	Iteration 70Q: 3 clusters Score -4164594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4164591.250000 Penalty: 5288.770508
	Iteration 71Q: 3 clusters Score -4164591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4164593.500000 Penalty: 5288.770508
	Iteration 72Q: 3 clusters Score -4164594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4164590.750000 Penalty: 5288.770508
	Iteration 73Q: 3 clusters Score -4164591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4164590.750000 Penalty: 5288.770508
	Iteration 74F: 3 clusters Score -4164591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 14115 members 
Entering Unmasked Estep 
Score: -84137648.000000 Penalty: 207598.437500
Splitting cluster 1 changes total score from -84137832.000000 to -84137648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Entering Unmasked Estep 
Score: -3118906.000000 Penalty: 2575.400391
	Iteration 0F: 2 clusters Score -3118906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3096781.000000 Penalty: 5150.800781
	Iteration 0F: 3 clusters Score -3096781 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3104793.250000 Penalty: 5150.800781
	Iteration 1F: 3 clusters Score -3104793 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3105374.500000 Penalty: 5150.800781
	Iteration 2Q: 3 clusters Score -3105374 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3106000.500000 Penalty: 5150.800781
	Iteration 3Q: 3 clusters Score -3106000 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3106599.250000 Penalty: 5150.800781
	Iteration 4Q: 3 clusters Score -3106599 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3107156.500000 Penalty: 5150.800781
	Iteration 5Q: 3 clusters Score -3107156 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3107624.000000 Penalty: 5150.800781
	Iteration 6Q: 3 clusters Score -3107624 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3108028.000000 Penalty: 5150.800781
	Iteration 7Q: 3 clusters Score -3108028 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3108423.000000 Penalty: 5150.800781
	Iteration 8Q: 3 clusters Score -3108423 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3108863.750000 Penalty: 5150.800781
	Iteration 9Q: 3 clusters Score -3108864 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3109397.750000 Penalty: 5150.800781
	Iteration 10Q: 3 clusters Score -3109398 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3110095.250000 Penalty: 5150.800781
	Iteration 11Q: 3 clusters Score -3110095 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3110977.750000 Penalty: 5150.800781
	Iteration 12Q: 3 clusters Score -3110978 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3112076.000000 Penalty: 5150.800781
	Iteration 13Q: 3 clusters Score -3112076 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3113290.500000 Penalty: 5150.800781
	Iteration 14Q: 3 clusters Score -3113290 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3114383.250000 Penalty: 5150.800781
	Iteration 15Q: 3 clusters Score -3114383 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3115218.500000 Penalty: 5150.800781
	Iteration 16Q: 3 clusters Score -3115218 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3115883.750000 Penalty: 5150.800781
	Iteration 17Q: 3 clusters Score -3115884 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3116320.250000 Penalty: 5150.800781
	Iteration 18Q: 3 clusters Score -3116320 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3116601.000000 Penalty: 5150.800781
	Iteration 19Q: 3 clusters Score -3116601 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3116810.750000 Penalty: 5150.800781
	Iteration 20F: 3 clusters Score -3116811 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3116942.250000 Penalty: 5150.800781
	Iteration 21Q: 3 clusters Score -3116942 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3117013.000000 Penalty: 5150.800781
	Iteration 22Q: 3 clusters Score -3117013 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3117079.000000 Penalty: 5150.800781
	Iteration 23Q: 3 clusters Score -3117079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3117127.500000 Penalty: 5150.800781
	Iteration 24Q: 3 clusters Score -3117128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3117167.250000 Penalty: 5150.800781
	Iteration 25Q: 3 clusters Score -3117167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3117185.750000 Penalty: 5150.800781
	Iteration 26Q: 3 clusters Score -3117186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3117207.750000 Penalty: 5150.800781
	Iteration 27Q: 3 clusters Score -3117208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3117227.250000 Penalty: 5150.800781
	Iteration 28Q: 3 clusters Score -3117227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3117252.500000 Penalty: 5150.800781
	Iteration 29Q: 3 clusters Score -3117252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3117268.750000 Penalty: 5150.800781
	Iteration 30Q: 3 clusters Score -3117269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3117277.750000 Penalty: 5150.800781
	Iteration 31Q: 3 clusters Score -3117278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3117281.000000 Penalty: 5150.800781
	Iteration 32Q: 3 clusters Score -3117281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3117289.000000 Penalty: 5150.800781
	Iteration 33Q: 3 clusters Score -3117289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3117292.000000 Penalty: 5150.800781
	Iteration 34Q: 3 clusters Score -3117292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3117296.500000 Penalty: 5150.800781
	Iteration 35Q: 3 clusters Score -3117296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3117303.000000 Penalty: 5150.800781
	Iteration 36Q: 3 clusters Score -3117303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3117310.000000 Penalty: 5150.800781
	Iteration 37Q: 3 clusters Score -3117310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3117311.250000 Penalty: 5150.800781
	Iteration 38Q: 3 clusters Score -3117311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -3117310.000000 Penalty: 5150.800781
	Iteration 39Q: 3 clusters Score -3117310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3117312.000000 Penalty: 5150.800781
	Iteration 40F: 3 clusters Score -3117312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3117313.750000 Penalty: 5150.800781
	Iteration 41Q: 3 clusters Score -3117314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3117310.500000 Penalty: 5150.800781
	Iteration 42Q: 3 clusters Score -3117310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -3117310.250000 Penalty: 5150.800781
	Iteration 43Q: 3 clusters Score -3117310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3117313.000000 Penalty: 5150.800781
	Iteration 44Q: 3 clusters Score -3117313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -3117314.750000 Penalty: 5150.800781
	Iteration 45Q: 3 clusters Score -3117315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3117312.750000 Penalty: 5150.800781
	Iteration 46Q: 3 clusters Score -3117313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3117321.250000 Penalty: 5150.800781
	Iteration 47Q: 3 clusters Score -3117321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3117330.000000 Penalty: 5150.800781
	Iteration 48Q: 3 clusters Score -3117330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3117329.250000 Penalty: 5150.800781
	Iteration 49Q: 3 clusters Score -3117329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3117335.500000 Penalty: 5150.800781
	Iteration 50Q: 3 clusters Score -3117336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3117335.250000 Penalty: 5150.800781
	Iteration 51Q: 3 clusters Score -3117335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3117337.500000 Penalty: 5150.800781
	Iteration 52Q: 3 clusters Score -3117338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3117335.750000 Penalty: 5150.800781
	Iteration 53Q: 3 clusters Score -3117336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3117333.500000 Penalty: 5150.800781
	Iteration 54Q: 3 clusters Score -3117334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3117336.250000 Penalty: 5150.800781
	Iteration 55Q: 3 clusters Score -3117336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3117337.250000 Penalty: 5150.800781
	Iteration 56Q: 3 clusters Score -3117337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3117341.250000 Penalty: 5150.800781
	Iteration 57Q: 3 clusters Score -3117341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3117338.750000 Penalty: 5150.800781
	Iteration 58Q: 3 clusters Score -3117339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3117340.750000 Penalty: 5150.800781
	Iteration 59Q: 3 clusters Score -3117341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3117339.750000 Penalty: 5150.800781
	Iteration 60F: 3 clusters Score -3117340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3117349.000000 Penalty: 5150.800781
	Iteration 61Q: 3 clusters Score -3117349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3117349.000000 Penalty: 5150.800781
	Iteration 62Q: 3 clusters Score -3117349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3117344.250000 Penalty: 5150.800781
	Iteration 63Q: 3 clusters Score -3117344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3117347.750000 Penalty: 5150.800781
	Iteration 64Q: 3 clusters Score -3117348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3117348.750000 Penalty: 5150.800781
	Iteration 65Q: 3 clusters Score -3117349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3117348.750000 Penalty: 5150.800781
	Iteration 66F: 3 clusters Score -3117349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -454189.375000 Penalty: 2118.774414
	Iteration 0F: 2 clusters Score -454189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -449585.250000 Penalty: 4237.548828
	Iteration 0F: 3 clusters Score -449585.2 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -450845.968750 Penalty: 4237.548828
	Iteration 1F: 3 clusters Score -450846 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -451182.093750 Penalty: 4237.548828
	Iteration 2F: 3 clusters Score -451182.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -451392.031250 Penalty: 4237.548828
	Iteration 3F: 3 clusters Score -451392 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -451579.906250 Penalty: 4237.548828
	Iteration 4Q: 3 clusters Score -451579.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -451720.250000 Penalty: 4237.548828
	Iteration 5Q: 3 clusters Score -451720.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -451833.937500 Penalty: 4237.548828
	Iteration 6Q: 3 clusters Score -451833.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -451944.031250 Penalty: 4237.548828
	Iteration 7Q: 3 clusters Score -451944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -452028.437500 Penalty: 4237.548828
	Iteration 8Q: 3 clusters Score -452028.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -452096.375000 Penalty: 4237.548828
	Iteration 9Q: 3 clusters Score -452096.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -452145.250000 Penalty: 4237.548828
	Iteration 10Q: 3 clusters Score -452145.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -452186.781250 Penalty: 4237.548828
	Iteration 11Q: 3 clusters Score -452186.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -452224.031250 Penalty: 4237.548828
	Iteration 12Q: 3 clusters Score -452224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -452249.093750 Penalty: 4237.548828
	Iteration 13Q: 3 clusters Score -452249.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -452268.031250 Penalty: 4237.548828
	Iteration 14Q: 3 clusters Score -452268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -452279.218750 Penalty: 4237.548828
	Iteration 15Q: 3 clusters Score -452279.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -452288.281250 Penalty: 4237.548828
	Iteration 16Q: 3 clusters Score -452288.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -452291.906250 Penalty: 4237.548828
	Iteration 17Q: 3 clusters Score -452291.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -452297.687500 Penalty: 4237.548828
	Iteration 18Q: 3 clusters Score -452297.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -452301.718750 Penalty: 4237.548828
	Iteration 19Q: 3 clusters Score -452301.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -452307.031250 Penalty: 4237.548828
	Iteration 20F: 3 clusters Score -452307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -452312.093750 Penalty: 4237.548828
	Iteration 21Q: 3 clusters Score -452312.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -452316.031250 Penalty: 4237.548828
	Iteration 22Q: 3 clusters Score -452316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -452320.468750 Penalty: 4237.548828
	Iteration 23Q: 3 clusters Score -452320.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -452324.406250 Penalty: 4237.548828
	Iteration 24Q: 3 clusters Score -452324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -452331.593750 Penalty: 4237.548828
	Iteration 25Q: 3 clusters Score -452331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -452334.531250 Penalty: 4237.548828
	Iteration 26Q: 3 clusters Score -452334.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -452338.406250 Penalty: 4237.548828
	Iteration 27Q: 3 clusters Score -452338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -452340.812500 Penalty: 4237.548828
	Iteration 28Q: 3 clusters Score -452340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -452340.875000 Penalty: 4237.548828
	Iteration 29Q: 3 clusters Score -452340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -452342.218750 Penalty: 4237.548828
	Iteration 30Q: 3 clusters Score -452342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -452345.843750 Penalty: 4237.548828
	Iteration 31Q: 3 clusters Score -452345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -452345.968750 Penalty: 4237.548828
	Iteration 32Q: 3 clusters Score -452346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -452348.062500 Penalty: 4237.548828
	Iteration 33Q: 3 clusters Score -452348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452350.281250 Penalty: 4237.548828
	Iteration 34Q: 3 clusters Score -452350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -452352.437500 Penalty: 4237.548828
	Iteration 35Q: 3 clusters Score -452352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452352.968750 Penalty: 4237.548828
	Iteration 36Q: 3 clusters Score -452353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452352.968750 Penalty: 4237.548828
	Iteration 37Q: 3 clusters Score -452353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452354.343750 Penalty: 4237.548828
	Iteration 38Q: 3 clusters Score -452354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -452355.125000 Penalty: 4237.548828
	Iteration 39Q: 3 clusters Score -452355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -452356.218750 Penalty: 4237.548828
	Iteration 40F: 3 clusters Score -452356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -452357.562500 Penalty: 4237.548828
	Iteration 41Q: 3 clusters Score -452357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -452358.781250 Penalty: 4237.548828
	Iteration 42Q: 3 clusters Score -452358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -452359.343750 Penalty: 4237.548828
	Iteration 43Q: 3 clusters Score -452359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -452360.375000 Penalty: 4237.548828
	Iteration 44Q: 3 clusters Score -452360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -452360.562500 Penalty: 4237.548828
	Iteration 45Q: 3 clusters Score -452360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -452362.375000 Penalty: 4237.548828
	Iteration 46Q: 3 clusters Score -452362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -452363.406250 Penalty: 4237.548828
	Iteration 47Q: 3 clusters Score -452363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -452364.000000 Penalty: 4237.548828
	Iteration 48Q: 3 clusters Score -452364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -452364.468750 Penalty: 4237.548828
	Iteration 49Q: 3 clusters Score -452364.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -452364.468750 Penalty: 4237.548828
	Iteration 50F: 3 clusters Score -452364.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Entering Unmasked Estep 
Score: -409167.562500 Penalty: 2085.913818
	Iteration 0F: 2 clusters Score -409167.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -405084.750000 Penalty: 4171.827637
	Iteration 0F: 3 clusters Score -405084.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -406192.125000 Penalty: 4171.827637
	Iteration 1F: 3 clusters Score -406192.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -406425.593750 Penalty: 4171.827637
	Iteration 2F: 3 clusters Score -406425.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -406561.593750 Penalty: 4171.827637
	Iteration 3Q: 3 clusters Score -406561.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -406658.562500 Penalty: 4171.827637
	Iteration 4Q: 3 clusters Score -406658.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -406733.218750 Penalty: 4171.827637
	Iteration 5Q: 3 clusters Score -406733.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -406779.625000 Penalty: 4171.827637
	Iteration 6Q: 3 clusters Score -406779.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -406823.750000 Penalty: 4171.827637
	Iteration 7Q: 3 clusters Score -406823.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -406855.500000 Penalty: 4171.827637
	Iteration 8Q: 3 clusters Score -406855.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -406879.656250 Penalty: 4171.827637
	Iteration 9Q: 3 clusters Score -406879.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -406901.156250 Penalty: 4171.827637
	Iteration 10Q: 3 clusters Score -406901.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -406924.718750 Penalty: 4171.827637
	Iteration 11Q: 3 clusters Score -406924.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -406947.718750 Penalty: 4171.827637
	Iteration 12Q: 3 clusters Score -406947.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -406972.625000 Penalty: 4171.827637
	Iteration 13Q: 3 clusters Score -406972.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -406999.062500 Penalty: 4171.827637
	Iteration 14Q: 3 clusters Score -406999.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -407024.093750 Penalty: 4171.827637
	Iteration 15Q: 3 clusters Score -407024.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -407054.093750 Penalty: 4171.827637
	Iteration 16Q: 3 clusters Score -407054.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -407077.218750 Penalty: 4171.827637
	Iteration 17Q: 3 clusters Score -407077.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -407099.343750 Penalty: 4171.827637
	Iteration 18Q: 3 clusters Score -407099.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -407118.187500 Penalty: 4171.827637
	Iteration 19Q: 3 clusters Score -407118.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -407137.906250 Penalty: 4171.827637
	Iteration 20F: 3 clusters Score -407137.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -407160.375000 Penalty: 4171.827637
	Iteration 21Q: 3 clusters Score -407160.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -407182.625000 Penalty: 4171.827637
	Iteration 22Q: 3 clusters Score -407182.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -407198.625000 Penalty: 4171.827637
	Iteration 23Q: 3 clusters Score -407198.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -407210.906250 Penalty: 4171.827637
	Iteration 24Q: 3 clusters Score -407210.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -407224.031250 Penalty: 4171.827637
	Iteration 25Q: 3 clusters Score -407224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -407235.437500 Penalty: 4171.827637
	Iteration 26Q: 3 clusters Score -407235.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -407244.906250 Penalty: 4171.827637
	Iteration 27Q: 3 clusters Score -407244.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -407253.312500 Penalty: 4171.827637
	Iteration 28Q: 3 clusters Score -407253.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -407261.656250 Penalty: 4171.827637
	Iteration 29Q: 3 clusters Score -407261.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -407269.437500 Penalty: 4171.827637
	Iteration 30Q: 3 clusters Score -407269.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -407279.687500 Penalty: 4171.827637
	Iteration 31Q: 3 clusters Score -407279.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -407293.125000 Penalty: 4171.827637
	Iteration 32Q: 3 clusters Score -407293.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -407311.812500 Penalty: 4171.827637
	Iteration 33Q: 3 clusters Score -407311.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -407328.531250 Penalty: 4171.827637
	Iteration 34Q: 3 clusters Score -407328.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -407350.625000 Penalty: 4171.827637
	Iteration 35Q: 3 clusters Score -407350.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -407371.218750 Penalty: 4171.827637
	Iteration 36Q: 3 clusters Score -407371.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -407391.343750 Penalty: 4171.827637
	Iteration 37Q: 3 clusters Score -407391.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -407407.750000 Penalty: 4171.827637
	Iteration 38Q: 3 clusters Score -407407.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -407417.000000 Penalty: 4171.827637
	Iteration 39Q: 3 clusters Score -407417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -407427.406250 Penalty: 4171.827637
	Iteration 40F: 3 clusters Score -407427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -407433.843750 Penalty: 4171.827637
	Iteration 41Q: 3 clusters Score -407433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -407442.750000 Penalty: 4171.827637
	Iteration 42Q: 3 clusters Score -407442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -407450.656250 Penalty: 4171.827637
	Iteration 43Q: 3 clusters Score -407450.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -407459.437500 Penalty: 4171.827637
	Iteration 44Q: 3 clusters Score -407459.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -407468.593750 Penalty: 4171.827637
	Iteration 45Q: 3 clusters Score -407468.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -407474.562500 Penalty: 4171.827637
	Iteration 46Q: 3 clusters Score -407474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -407479.906250 Penalty: 4171.827637
	Iteration 47Q: 3 clusters Score -407479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -407484.218750 Penalty: 4171.827637
	Iteration 48Q: 3 clusters Score -407484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -407487.625000 Penalty: 4171.827637
	Iteration 49Q: 3 clusters Score -407487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -407491.031250 Penalty: 4171.827637
	Iteration 50Q: 3 clusters Score -407491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -407498.156250 Penalty: 4171.827637
	Iteration 51Q: 3 clusters Score -407498.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -407510.625000 Penalty: 4171.827637
	Iteration 52Q: 3 clusters Score -407510.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -407526.343750 Penalty: 4171.827637
	Iteration 53Q: 3 clusters Score -407526.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -407540.531250 Penalty: 4171.827637
	Iteration 54Q: 3 clusters Score -407540.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -407549.562500 Penalty: 4171.827637
	Iteration 55Q: 3 clusters Score -407549.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -407555.187500 Penalty: 4171.827637
	Iteration 56Q: 3 clusters Score -407555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -407561.531250 Penalty: 4171.827637
	Iteration 57Q: 3 clusters Score -407561.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -407568.656250 Penalty: 4171.827637
	Iteration 58Q: 3 clusters Score -407568.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -407575.531250 Penalty: 4171.827637
	Iteration 59Q: 3 clusters Score -407575.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -407582.937500 Penalty: 4171.827637
	Iteration 60F: 3 clusters Score -407582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -407589.375000 Penalty: 4171.827637
	Iteration 61Q: 3 clusters Score -407589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -407597.562500 Penalty: 4171.827637
	Iteration 62Q: 3 clusters Score -407597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -407605.468750 Penalty: 4171.827637
	Iteration 63Q: 3 clusters Score -407605.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -407612.656250 Penalty: 4171.827637
	Iteration 64Q: 3 clusters Score -407612.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -407619.093750 Penalty: 4171.827637
	Iteration 65Q: 3 clusters Score -407619.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -407627.687500 Penalty: 4171.827637
	Iteration 66Q: 3 clusters Score -407627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -407629.718750 Penalty: 4171.827637
	Iteration 67Q: 3 clusters Score -407629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -407631.531250 Penalty: 4171.827637
	Iteration 68Q: 3 clusters Score -407631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -407636.000000 Penalty: 4171.827637
	Iteration 69Q: 3 clusters Score -407636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -407637.593750 Penalty: 4171.827637
	Iteration 70Q: 3 clusters Score -407637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -407639.593750 Penalty: 4171.827637
	Iteration 71Q: 3 clusters Score -407639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -407641.093750 Penalty: 4171.827637
	Iteration 72Q: 3 clusters Score -407641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -407641.968750 Penalty: 4171.827637
	Iteration 73Q: 3 clusters Score -407642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -407643.687500 Penalty: 4171.827637
	Iteration 74Q: 3 clusters Score -407643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -407643.687500 Penalty: 4171.827637
	Iteration 75F: 3 clusters Score -407643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Entering Unmasked Estep 
Score: -7337908.000000 Penalty: 2784.098389
	Iteration 0F: 2 clusters Score -7337908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -7287800.500000 Penalty: 5568.196777
	Iteration 0F: 3 clusters Score -7287800 nChanged 35051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -7307375.000000 Penalty: 5568.196777
	Iteration 1F: 3 clusters Score -7307375 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -7308176.000000 Penalty: 5568.196777
	Iteration 2Q: 3 clusters Score -7308176 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7309016.500000 Penalty: 5568.196777
	Iteration 3Q: 3 clusters Score -7309016 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -7310033.000000 Penalty: 5568.196777
	Iteration 4Q: 3 clusters Score -7310033 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -7311731.500000 Penalty: 5568.196777
	Iteration 5Q: 3 clusters Score -7311732 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -7314064.500000 Penalty: 5568.196777
	Iteration 6F: 3 clusters Score -7314064 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -7317170.000000 Penalty: 5568.196777
	Iteration 7F: 3 clusters Score -7317170 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7320709.000000 Penalty: 5568.196777
	Iteration 8F: 3 clusters Score -7320709 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -7323757.500000 Penalty: 5568.196777
	Iteration 9F: 3 clusters Score -7323758 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -7326155.500000 Penalty: 5568.196777
	Iteration 10Q: 3 clusters Score -7326156 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -7327774.500000 Penalty: 5568.196777
	Iteration 11Q: 3 clusters Score -7327774 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -7328896.500000 Penalty: 5568.196777
	Iteration 12Q: 3 clusters Score -7328896 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -7329880.500000 Penalty: 5568.196777
	Iteration 13Q: 3 clusters Score -7329880 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -7330654.000000 Penalty: 5568.196777
	Iteration 14Q: 3 clusters Score -7330654 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -7331319.500000 Penalty: 5568.196777
	Iteration 15Q: 3 clusters Score -7331320 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7331909.500000 Penalty: 5568.196777
	Iteration 16Q: 3 clusters Score -7331910 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7332467.000000 Penalty: 5568.196777
	Iteration 17Q: 3 clusters Score -7332467 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -7332976.500000 Penalty: 5568.196777
	Iteration 18Q: 3 clusters Score -7332976 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7333453.000000 Penalty: 5568.196777
	Iteration 19Q: 3 clusters Score -7333453 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7333863.500000 Penalty: 5568.196777
	Iteration 20F: 3 clusters Score -7333864 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7334270.000000 Penalty: 5568.196777
	Iteration 21Q: 3 clusters Score -7334270 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7334546.000000 Penalty: 5568.196777
	Iteration 22Q: 3 clusters Score -7334546 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7334745.000000 Penalty: 5568.196777
	Iteration 23Q: 3 clusters Score -7334745 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7334887.500000 Penalty: 5568.196777
	Iteration 24Q: 3 clusters Score -7334888 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7335003.000000 Penalty: 5568.196777
	Iteration 25Q: 3 clusters Score -7335003 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7335100.500000 Penalty: 5568.196777
	Iteration 26Q: 3 clusters Score -7335100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7335174.500000 Penalty: 5568.196777
	Iteration 27Q: 3 clusters Score -7335174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7335241.500000 Penalty: 5568.196777
	Iteration 28Q: 3 clusters Score -7335242 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7335289.000000 Penalty: 5568.196777
	Iteration 29Q: 3 clusters Score -7335289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7335324.000000 Penalty: 5568.196777
	Iteration 30Q: 3 clusters Score -7335324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7335375.000000 Penalty: 5568.196777
	Iteration 31Q: 3 clusters Score -7335375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7335389.500000 Penalty: 5568.196777
	Iteration 32Q: 3 clusters Score -7335390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7335388.500000 Penalty: 5568.196777
	Iteration 33Q: 3 clusters Score -7335388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7335396.000000 Penalty: 5568.196777
	Iteration 34Q: 3 clusters Score -7335396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7335408.500000 Penalty: 5568.196777
	Iteration 35Q: 3 clusters Score -7335408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7335418.500000 Penalty: 5568.196777
	Iteration 36Q: 3 clusters Score -7335418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7335431.500000 Penalty: 5568.196777
	Iteration 37Q: 3 clusters Score -7335432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7335433.000000 Penalty: 5568.196777
	Iteration 38Q: 3 clusters Score -7335433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7335438.500000 Penalty: 5568.196777
	Iteration 39Q: 3 clusters Score -7335438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7335441.500000 Penalty: 5568.196777
	Iteration 40F: 3 clusters Score -7335442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7335440.500000 Penalty: 5568.196777
	Iteration 41Q: 3 clusters Score -7335440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7335450.500000 Penalty: 5568.196777
	Iteration 42Q: 3 clusters Score -7335450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7335448.000000 Penalty: 5568.196777
	Iteration 43Q: 3 clusters Score -7335448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7335448.500000 Penalty: 5568.196777
	Iteration 44Q: 3 clusters Score -7335448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7335450.000000 Penalty: 5568.196777
	Iteration 45Q: 3 clusters Score -7335450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7335460.000000 Penalty: 5568.196777
	Iteration 46Q: 3 clusters Score -7335460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7335460.500000 Penalty: 5568.196777
	Iteration 47Q: 3 clusters Score -7335460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7335464.000000 Penalty: 5568.196777
	Iteration 48Q: 3 clusters Score -7335464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7335460.500000 Penalty: 5568.196777
	Iteration 49Q: 3 clusters Score -7335460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7335463.000000 Penalty: 5568.196777
	Iteration 50Q: 3 clusters Score -7335463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7335463.000000 Penalty: 5568.196777
	Iteration 51F: 3 clusters Score -7335463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1019055.250000 Penalty: 2297.794922
	Iteration 0F: 2 clusters Score -1019055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1011067.625000 Penalty: 4595.589844
	Iteration 0F: 3 clusters Score -1011068 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1013423.375000 Penalty: 4595.589844
	Iteration 1F: 3 clusters Score -1013423 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1013817.500000 Penalty: 4595.589844
	Iteration 2F: 3 clusters Score -1013818 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1014107.187500 Penalty: 4595.589844
	Iteration 3F: 3 clusters Score -1014107 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1014321.187500 Penalty: 4595.589844
	Iteration 4Q: 3 clusters Score -1014321 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1014522.437500 Penalty: 4595.589844
	Iteration 5Q: 3 clusters Score -1014522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1014680.250000 Penalty: 4595.589844
	Iteration 6Q: 3 clusters Score -1014680 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1014817.437500 Penalty: 4595.589844
	Iteration 7Q: 3 clusters Score -1014817 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1014930.437500 Penalty: 4595.589844
	Iteration 8Q: 3 clusters Score -1014930 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1015042.375000 Penalty: 4595.589844
	Iteration 9Q: 3 clusters Score -1015042 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1015146.250000 Penalty: 4595.589844
	Iteration 10Q: 3 clusters Score -1015146 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1015265.875000 Penalty: 4595.589844
	Iteration 11Q: 3 clusters Score -1015266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1015402.250000 Penalty: 4595.589844
	Iteration 12Q: 3 clusters Score -1015402 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1015543.687500 Penalty: 4595.589844
	Iteration 13Q: 3 clusters Score -1015544 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1015665.937500 Penalty: 4595.589844
	Iteration 14Q: 3 clusters Score -1015666 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1015748.187500 Penalty: 4595.589844
	Iteration 15Q: 3 clusters Score -1015748 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1015827.875000 Penalty: 4595.589844
	Iteration 16Q: 3 clusters Score -1015828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1015890.250000 Penalty: 4595.589844
	Iteration 17Q: 3 clusters Score -1015890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1015951.625000 Penalty: 4595.589844
	Iteration 18Q: 3 clusters Score -1015952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1016012.000000 Penalty: 4595.589844
	Iteration 19Q: 3 clusters Score -1016012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1016071.875000 Penalty: 4595.589844
	Iteration 20F: 3 clusters Score -1016072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1016137.187500 Penalty: 4595.589844
	Iteration 21Q: 3 clusters Score -1016137 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1016196.750000 Penalty: 4595.589844
	Iteration 22Q: 3 clusters Score -1016197 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1016254.687500 Penalty: 4595.589844
	Iteration 23Q: 3 clusters Score -1016255 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1016307.312500 Penalty: 4595.589844
	Iteration 24Q: 3 clusters Score -1016307 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1016355.375000 Penalty: 4595.589844
	Iteration 25Q: 3 clusters Score -1016355 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1016414.625000 Penalty: 4595.589844
	Iteration 26Q: 3 clusters Score -1016415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1016461.000000 Penalty: 4595.589844
	Iteration 27Q: 3 clusters Score -1016461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1016505.500000 Penalty: 4595.589844
	Iteration 28Q: 3 clusters Score -1016506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1016560.437500 Penalty: 4595.589844
	Iteration 29Q: 3 clusters Score -1016560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1016600.500000 Penalty: 4595.589844
	Iteration 30Q: 3 clusters Score -1016600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1016648.937500 Penalty: 4595.589844
	Iteration 31Q: 3 clusters Score -1016649 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1016695.812500 Penalty: 4595.589844
	Iteration 32Q: 3 clusters Score -1016696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1016742.125000 Penalty: 4595.589844
	Iteration 33Q: 3 clusters Score -1016742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1016799.312500 Penalty: 4595.589844
	Iteration 34Q: 3 clusters Score -1016799 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1016851.937500 Penalty: 4595.589844
	Iteration 35Q: 3 clusters Score -1016852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1016901.500000 Penalty: 4595.589844
	Iteration 36Q: 3 clusters Score -1016902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1016929.562500 Penalty: 4595.589844
	Iteration 37Q: 3 clusters Score -1016930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1016948.500000 Penalty: 4595.589844
	Iteration 38Q: 3 clusters Score -1016948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1016970.312500 Penalty: 4595.589844
	Iteration 39Q: 3 clusters Score -1016970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1016984.812500 Penalty: 4595.589844
	Iteration 40F: 3 clusters Score -1016985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1017009.250000 Penalty: 4595.589844
	Iteration 41Q: 3 clusters Score -1017009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1017031.125000 Penalty: 4595.589844
	Iteration 42Q: 3 clusters Score -1017031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1017052.562500 Penalty: 4595.589844
	Iteration 43Q: 3 clusters Score -1017053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1017065.312500 Penalty: 4595.589844
	Iteration 44Q: 3 clusters Score -1017065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1017076.937500 Penalty: 4595.589844
	Iteration 45Q: 3 clusters Score -1017077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1017090.437500 Penalty: 4595.589844
	Iteration 46Q: 3 clusters Score -1017090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1017096.375000 Penalty: 4595.589844
	Iteration 47Q: 3 clusters Score -1017096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1017106.687500 Penalty: 4595.589844
	Iteration 48Q: 3 clusters Score -1017107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1017111.500000 Penalty: 4595.589844
	Iteration 49Q: 3 clusters Score -1017112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1017117.687500 Penalty: 4595.589844
	Iteration 50Q: 3 clusters Score -1017118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1017123.125000 Penalty: 4595.589844
	Iteration 51Q: 3 clusters Score -1017123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1017131.187500 Penalty: 4595.589844
	Iteration 52Q: 3 clusters Score -1017131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1017137.750000 Penalty: 4595.589844
	Iteration 53Q: 3 clusters Score -1017138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1017140.187500 Penalty: 4595.589844
	Iteration 54Q: 3 clusters Score -1017140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1017140.812500 Penalty: 4595.589844
	Iteration 55Q: 3 clusters Score -1017141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1017145.437500 Penalty: 4595.589844
	Iteration 56Q: 3 clusters Score -1017145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1017148.000000 Penalty: 4595.589844
	Iteration 57Q: 3 clusters Score -1017148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1017150.125000 Penalty: 4595.589844
	Iteration 58Q: 3 clusters Score -1017150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1017153.500000 Penalty: 4595.589844
	Iteration 59Q: 3 clusters Score -1017154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1017158.187500 Penalty: 4595.589844
	Iteration 60F: 3 clusters Score -1017158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1017167.187500 Penalty: 4595.589844
	Iteration 61Q: 3 clusters Score -1017167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1017169.750000 Penalty: 4595.589844
	Iteration 62Q: 3 clusters Score -1017170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1017173.375000 Penalty: 4595.589844
	Iteration 63Q: 3 clusters Score -1017173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1017177.375000 Penalty: 4595.589844
	Iteration 64Q: 3 clusters Score -1017177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1017179.437500 Penalty: 4595.589844
	Iteration 65Q: 3 clusters Score -1017179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1017180.062500 Penalty: 4595.589844
	Iteration 66Q: 3 clusters Score -1017180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1017179.625000 Penalty: 4595.589844
	Iteration 67Q: 3 clusters Score -1017180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1017181.437500 Penalty: 4595.589844
	Iteration 68Q: 3 clusters Score -1017181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1017179.750000 Penalty: 4595.589844
	Iteration 69Q: 3 clusters Score -1017180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1017179.500000 Penalty: 4595.589844
	Iteration 70Q: 3 clusters Score -1017180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1017179.500000 Penalty: 4595.589844
	Iteration 71F: 3 clusters Score -1017180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -61272.085938 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -61272.09 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 327 members 
Entering Unmasked Estep 
Score: -59600.636719 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -59600.64 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59969.230469 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -59969.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60188.609375 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -60188.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60470.703125 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -60470.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -60653.949219 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -60653.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60738.613281 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -60738.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60780.761719 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -60780.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60807.128906 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -60807.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60825.160156 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -60825.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60833.054688 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -60833.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -60833.054688 Penalty: 3254.972412
	Iteration 10F: 3 clusters Score -60833.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -453034.406250 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -453034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -448555.562500 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -448555.6 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -449675.250000 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -449675.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -449964.375000 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -449964.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -450240.625000 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -450240.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -450557.593750 Penalty: 4208.601562
	Iteration 4F: 3 clusters Score -450557.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -450903.875000 Penalty: 4208.601562
	Iteration 5F: 3 clusters Score -450903.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -451271.656250 Penalty: 4208.601562
	Iteration 6F: 3 clusters Score -451271.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -451573.656250 Penalty: 4208.601562
	Iteration 7F: 3 clusters Score -451573.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -451759.468750 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -451759.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -451849.562500 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -451849.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -451890.375000 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -451890.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -451906.250000 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -451906.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -451916.781250 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -451916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -451922.000000 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -451922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -451925.531250 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -451925.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -451929.468750 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -451929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -451930.968750 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -451931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -451932.875000 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -451932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -451933.406250 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -451933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -451933.781250 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -451933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -451933.781250 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -451933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Entering Unmasked Estep 
Score: -415936.406250 Penalty: 2119.208984
	Iteration 0F: 2 clusters Score -415936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -411304.156250 Penalty: 4238.417969
	Iteration 0F: 3 clusters Score -411304.2 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -412580.906250 Penalty: 4238.417969
	Iteration 1F: 3 clusters Score -412580.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -412902.750000 Penalty: 4238.417969
	Iteration 2F: 3 clusters Score -412902.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -413132.468750 Penalty: 4238.417969
	Iteration 3F: 3 clusters Score -413132.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -413290.500000 Penalty: 4238.417969
	Iteration 4Q: 3 clusters Score -413290.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -413432.625000 Penalty: 4238.417969
	Iteration 5Q: 3 clusters Score -413432.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -413572.968750 Penalty: 4238.417969
	Iteration 6Q: 3 clusters Score -413573 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -413676.500000 Penalty: 4238.417969
	Iteration 7Q: 3 clusters Score -413676.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -413775.250000 Penalty: 4238.417969
	Iteration 8Q: 3 clusters Score -413775.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -413872.906250 Penalty: 4238.417969
	Iteration 9Q: 3 clusters Score -413872.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -413979.593750 Penalty: 4238.417969
	Iteration 10Q: 3 clusters Score -413979.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -414082.437500 Penalty: 4238.417969
	Iteration 11Q: 3 clusters Score -414082.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -414177.062500 Penalty: 4238.417969
	Iteration 12Q: 3 clusters Score -414177.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -414257.093750 Penalty: 4238.417969
	Iteration 13Q: 3 clusters Score -414257.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -414328.062500 Penalty: 4238.417969
	Iteration 14Q: 3 clusters Score -414328.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -414389.937500 Penalty: 4238.417969
	Iteration 15Q: 3 clusters Score -414389.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -414442.718750 Penalty: 4238.417969
	Iteration 16Q: 3 clusters Score -414442.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -414474.343750 Penalty: 4238.417969
	Iteration 17Q: 3 clusters Score -414474.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -414496.500000 Penalty: 4238.417969
	Iteration 18Q: 3 clusters Score -414496.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -414515.062500 Penalty: 4238.417969
	Iteration 19Q: 3 clusters Score -414515.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -414533.000000 Penalty: 4238.417969
	Iteration 20F: 3 clusters Score -414533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -414546.000000 Penalty: 4238.417969
	Iteration 21Q: 3 clusters Score -414546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -414559.812500 Penalty: 4238.417969
	Iteration 22Q: 3 clusters Score -414559.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -414564.593750 Penalty: 4238.417969
	Iteration 23Q: 3 clusters Score -414564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -414572.843750 Penalty: 4238.417969
	Iteration 24Q: 3 clusters Score -414572.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -414580.125000 Penalty: 4238.417969
	Iteration 25Q: 3 clusters Score -414580.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -414585.562500 Penalty: 4238.417969
	Iteration 26Q: 3 clusters Score -414585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -414590.031250 Penalty: 4238.417969
	Iteration 27Q: 3 clusters Score -414590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -414594.625000 Penalty: 4238.417969
	Iteration 28Q: 3 clusters Score -414594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -414598.593750 Penalty: 4238.417969
	Iteration 29Q: 3 clusters Score -414598.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -414606.625000 Penalty: 4238.417969
	Iteration 30Q: 3 clusters Score -414606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -414612.218750 Penalty: 4238.417969
	Iteration 31Q: 3 clusters Score -414612.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -414617.156250 Penalty: 4238.417969
	Iteration 32Q: 3 clusters Score -414617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -414620.312500 Penalty: 4238.417969
	Iteration 33Q: 3 clusters Score -414620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -414623.937500 Penalty: 4238.417969
	Iteration 34Q: 3 clusters Score -414623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -414625.593750 Penalty: 4238.417969
	Iteration 35Q: 3 clusters Score -414625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -414631.062500 Penalty: 4238.417969
	Iteration 36Q: 3 clusters Score -414631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -414636.375000 Penalty: 4238.417969
	Iteration 37Q: 3 clusters Score -414636.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -414642.093750 Penalty: 4238.417969
	Iteration 38Q: 3 clusters Score -414642.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -414649.906250 Penalty: 4238.417969
	Iteration 39Q: 3 clusters Score -414649.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -414657.000000 Penalty: 4238.417969
	Iteration 40F: 3 clusters Score -414657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -414662.750000 Penalty: 4238.417969
	Iteration 41Q: 3 clusters Score -414662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -414666.781250 Penalty: 4238.417969
	Iteration 42Q: 3 clusters Score -414666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -414672.312500 Penalty: 4238.417969
	Iteration 43Q: 3 clusters Score -414672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -414683.937500 Penalty: 4238.417969
	Iteration 44Q: 3 clusters Score -414683.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -414699.406250 Penalty: 4238.417969
	Iteration 45Q: 3 clusters Score -414699.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -414706.093750 Penalty: 4238.417969
	Iteration 46Q: 3 clusters Score -414706.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -414713.312500 Penalty: 4238.417969
	Iteration 47Q: 3 clusters Score -414713.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -414720.500000 Penalty: 4238.417969
	Iteration 48Q: 3 clusters Score -414720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -414724.687500 Penalty: 4238.417969
	Iteration 49Q: 3 clusters Score -414724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -414726.593750 Penalty: 4238.417969
	Iteration 50Q: 3 clusters Score -414726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -414730.781250 Penalty: 4238.417969
	Iteration 51Q: 3 clusters Score -414730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -414737.031250 Penalty: 4238.417969
	Iteration 52Q: 3 clusters Score -414737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -414742.000000 Penalty: 4238.417969
	Iteration 53Q: 3 clusters Score -414742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -414745.562500 Penalty: 4238.417969
	Iteration 54Q: 3 clusters Score -414745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -414747.312500 Penalty: 4238.417969
	Iteration 55Q: 3 clusters Score -414747.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -414750.375000 Penalty: 4238.417969
	Iteration 56Q: 3 clusters Score -414750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -414752.343750 Penalty: 4238.417969
	Iteration 57Q: 3 clusters Score -414752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -414752.875000 Penalty: 4238.417969
	Iteration 58Q: 3 clusters Score -414752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -414753.218750 Penalty: 4238.417969
	Iteration 59Q: 3 clusters Score -414753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -414755.000000 Penalty: 4238.417969
	Iteration 60F: 3 clusters Score -414755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -414755.718750 Penalty: 4238.417969
	Iteration 61Q: 3 clusters Score -414755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -414756.968750 Penalty: 4238.417969
	Iteration 62Q: 3 clusters Score -414757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -414756.968750 Penalty: 4238.417969
	Iteration 63F: 3 clusters Score -414757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Entering Unmasked Estep 
Score: -911198.125000 Penalty: 2290.336670
	Iteration 0F: 2 clusters Score -911198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -903411.687500 Penalty: 4580.673340
	Iteration 0F: 3 clusters Score -903411.7 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -905874.187500 Penalty: 4580.673340
	Iteration 1F: 3 clusters Score -905874.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -906287.312500 Penalty: 4580.673340
	Iteration 2F: 3 clusters Score -906287.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -906614.875000 Penalty: 4580.673340
	Iteration 3F: 3 clusters Score -906614.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -906889.000000 Penalty: 4580.673340
	Iteration 4Q: 3 clusters Score -906889 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -907161.312500 Penalty: 4580.673340
	Iteration 5Q: 3 clusters Score -907161.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -907422.437500 Penalty: 4580.673340
	Iteration 6Q: 3 clusters Score -907422.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -907675.812500 Penalty: 4580.673340
	Iteration 7Q: 3 clusters Score -907675.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -907891.250000 Penalty: 4580.673340
	Iteration 8Q: 3 clusters Score -907891.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -908073.500000 Penalty: 4580.673340
	Iteration 9Q: 3 clusters Score -908073.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -908228.562500 Penalty: 4580.673340
	Iteration 10Q: 3 clusters Score -908228.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -908323.375000 Penalty: 4580.673340
	Iteration 11Q: 3 clusters Score -908323.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -908405.812500 Penalty: 4580.673340
	Iteration 12Q: 3 clusters Score -908405.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -908491.125000 Penalty: 4580.673340
	Iteration 13Q: 3 clusters Score -908491.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -908574.812500 Penalty: 4580.673340
	Iteration 14Q: 3 clusters Score -908574.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -908649.000000 Penalty: 4580.673340
	Iteration 15Q: 3 clusters Score -908649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -908725.562500 Penalty: 4580.673340
	Iteration 16Q: 3 clusters Score -908725.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -908810.375000 Penalty: 4580.673340
	Iteration 17Q: 3 clusters Score -908810.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -908897.562500 Penalty: 4580.673340
	Iteration 18Q: 3 clusters Score -908897.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -908980.437500 Penalty: 4580.673340
	Iteration 19Q: 3 clusters Score -908980.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -909068.625000 Penalty: 4580.673340
	Iteration 20F: 3 clusters Score -909068.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -909155.125000 Penalty: 4580.673340
	Iteration 21Q: 3 clusters Score -909155.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -909236.375000 Penalty: 4580.673340
	Iteration 22Q: 3 clusters Score -909236.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -909320.187500 Penalty: 4580.673340
	Iteration 23Q: 3 clusters Score -909320.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -909398.625000 Penalty: 4580.673340
	Iteration 24Q: 3 clusters Score -909398.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -909481.562500 Penalty: 4580.673340
	Iteration 25Q: 3 clusters Score -909481.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -909558.937500 Penalty: 4580.673340
	Iteration 26Q: 3 clusters Score -909558.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -909659.375000 Penalty: 4580.673340
	Iteration 27Q: 3 clusters Score -909659.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -909764.937500 Penalty: 4580.673340
	Iteration 28Q: 3 clusters Score -909764.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -909851.812500 Penalty: 4580.673340
	Iteration 29Q: 3 clusters Score -909851.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -909932.875000 Penalty: 4580.673340
	Iteration 30Q: 3 clusters Score -909932.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -910006.562500 Penalty: 4580.673340
	Iteration 31Q: 3 clusters Score -910006.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -910065.687500 Penalty: 4580.673340
	Iteration 32Q: 3 clusters Score -910065.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -910107.250000 Penalty: 4580.673340
	Iteration 33Q: 3 clusters Score -910107.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -910138.312500 Penalty: 4580.673340
	Iteration 34Q: 3 clusters Score -910138.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -910158.500000 Penalty: 4580.673340
	Iteration 35Q: 3 clusters Score -910158.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -910167.437500 Penalty: 4580.673340
	Iteration 36Q: 3 clusters Score -910167.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -910179.937500 Penalty: 4580.673340
	Iteration 37Q: 3 clusters Score -910179.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -910189.000000 Penalty: 4580.673340
	Iteration 38Q: 3 clusters Score -910189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -910193.812500 Penalty: 4580.673340
	Iteration 39Q: 3 clusters Score -910193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -910197.875000 Penalty: 4580.673340
	Iteration 40F: 3 clusters Score -910197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -910205.687500 Penalty: 4580.673340
	Iteration 41Q: 3 clusters Score -910205.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -910211.187500 Penalty: 4580.673340
	Iteration 42Q: 3 clusters Score -910211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -910210.312500 Penalty: 4580.673340
	Iteration 43Q: 3 clusters Score -910210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -910211.312500 Penalty: 4580.673340
	Iteration 44Q: 3 clusters Score -910211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -910213.187500 Penalty: 4580.673340
	Iteration 45Q: 3 clusters Score -910213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -910213.250000 Penalty: 4580.673340
	Iteration 46Q: 3 clusters Score -910213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -910215.812500 Penalty: 4580.673340
	Iteration 47Q: 3 clusters Score -910215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -910217.250000 Penalty: 4580.673340
	Iteration 48Q: 3 clusters Score -910217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -910220.375000 Penalty: 4580.673340
	Iteration 49Q: 3 clusters Score -910220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -910221.562500 Penalty: 4580.673340
	Iteration 50Q: 3 clusters Score -910221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -910222.812500 Penalty: 4580.673340
	Iteration 51Q: 3 clusters Score -910222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -910223.437500 Penalty: 4580.673340
	Iteration 52Q: 3 clusters Score -910223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -910223.437500 Penalty: 4580.673340
	Iteration 53F: 3 clusters Score -910223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (115852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Entering Unmasked Estep 
Score: -11497195.000000 Penalty: 2891.697021
	Iteration 0F: 2 clusters Score -1.14972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -11419993.000000 Penalty: 5783.394043
	Iteration 0F: 3 clusters Score -1.141999e+07 nChanged 54961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -11451981.000000 Penalty: 5783.394043
	Iteration 1F: 3 clusters Score -1.145198e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -11453962.000000 Penalty: 5783.394043
	Iteration 2Q: 3 clusters Score -1.145396e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -11456910.000000 Penalty: 5783.394043
	Iteration 3F: 3 clusters Score -1.145691e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -11461406.000000 Penalty: 5783.394043
	Iteration 4F: 3 clusters Score -1.146141e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -11466208.000000 Penalty: 5783.394043
	Iteration 5F: 3 clusters Score -1.146621e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -11470268.000000 Penalty: 5783.394043
	Iteration 6F: 3 clusters Score -1.147027e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -11473205.000000 Penalty: 5783.394043
	Iteration 7F: 3 clusters Score -1.14732e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -11475218.000000 Penalty: 5783.394043
	Iteration 8Q: 3 clusters Score -1.147522e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -11477116.000000 Penalty: 5783.394043
	Iteration 9Q: 3 clusters Score -1.147712e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -11478859.000000 Penalty: 5783.394043
	Iteration 10Q: 3 clusters Score -1.147886e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -11480927.000000 Penalty: 5783.394043
	Iteration 11Q: 3 clusters Score -1.148093e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -11483327.000000 Penalty: 5783.394043
	Iteration 12Q: 3 clusters Score -1.148333e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -11485924.000000 Penalty: 5783.394043
	Iteration 13Q: 3 clusters Score -1.148592e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -11488617.000000 Penalty: 5783.394043
	Iteration 14Q: 3 clusters Score -1.148862e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -11491129.000000 Penalty: 5783.394043
	Iteration 15Q: 3 clusters Score -1.149113e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -11492819.000000 Penalty: 5783.394043
	Iteration 16Q: 3 clusters Score -1.149282e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -11493735.000000 Penalty: 5783.394043
	Iteration 17Q: 3 clusters Score -1.149374e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 114581 members 
Entering Unmasked Estep 
Score: -11494232.000000 Penalty: 5783.394043
	Iteration 18Q: 3 clusters Score -1.149423e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -11494516.000000 Penalty: 5783.394043
	Iteration 19Q: 3 clusters Score -1.149452e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 115054 members 
Entering Unmasked Estep 
Score: -11494603.000000 Penalty: 5783.394043
	Iteration 20F: 3 clusters Score -1.14946e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -11494681.000000 Penalty: 5783.394043
	Iteration 21Q: 3 clusters Score -1.149468e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -11494715.000000 Penalty: 5783.394043
	Iteration 22Q: 3 clusters Score -1.149472e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -11494747.000000 Penalty: 5783.394043
	Iteration 23Q: 3 clusters Score -1.149475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -11494772.000000 Penalty: 5783.394043
	Iteration 24Q: 3 clusters Score -1.149477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -11494784.000000 Penalty: 5783.394043
	Iteration 25Q: 3 clusters Score -1.149478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -11494788.000000 Penalty: 5783.394043
	Iteration 26Q: 3 clusters Score -1.149479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -11494797.000000 Penalty: 5783.394043
	Iteration 27Q: 3 clusters Score -1.14948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 115284 members 
Entering Unmasked Estep 
Score: -11494792.000000 Penalty: 5783.394043
	Iteration 28Q: 3 clusters Score -1.149479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -11494818.000000 Penalty: 5783.394043
	Iteration 29Q: 3 clusters Score -1.149482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -11494825.000000 Penalty: 5783.394043
	Iteration 30Q: 3 clusters Score -1.149482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -11494825.000000 Penalty: 5783.394043
	Iteration 31Q: 3 clusters Score -1.149482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -11494813.000000 Penalty: 5783.394043
	Iteration 32Q: 3 clusters Score -1.149481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -11494820.000000 Penalty: 5783.394043
	Iteration 33Q: 3 clusters Score -1.149482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -11494823.000000 Penalty: 5783.394043
	Iteration 34Q: 3 clusters Score -1.149482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -11494825.000000 Penalty: 5783.394043
	Iteration 35Q: 3 clusters Score -1.149482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -11494825.000000 Penalty: 5783.394043
	Iteration 36F: 3 clusters Score -1.149482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Entering Unmasked Estep 
Score: -659523.062500 Penalty: 2194.180908
	Iteration 0F: 2 clusters Score -659523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -653750.375000 Penalty: 4388.361816
	Iteration 0F: 3 clusters Score -653750.4 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -655314.125000 Penalty: 4388.361816
	Iteration 1F: 3 clusters Score -655314.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -655740.750000 Penalty: 4388.361816
	Iteration 2F: 3 clusters Score -655740.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -656290.375000 Penalty: 4388.361816
	Iteration 3F: 3 clusters Score -656290.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -656909.312500 Penalty: 4388.361816
	Iteration 4F: 3 clusters Score -656909.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -657572.562500 Penalty: 4388.361816
	Iteration 5F: 3 clusters Score -657572.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -658081.562500 Penalty: 4388.361816
	Iteration 6F: 3 clusters Score -658081.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -658373.000000 Penalty: 4388.361816
	Iteration 7F: 3 clusters Score -658373 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -658561.875000 Penalty: 4388.361816
	Iteration 8Q: 3 clusters Score -658561.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -658687.250000 Penalty: 4388.361816
	Iteration 9Q: 3 clusters Score -658687.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -658784.312500 Penalty: 4388.361816
	Iteration 10Q: 3 clusters Score -658784.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -658855.687500 Penalty: 4388.361816
	Iteration 11Q: 3 clusters Score -658855.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -658905.875000 Penalty: 4388.361816
	Iteration 12Q: 3 clusters Score -658905.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -658968.125000 Penalty: 4388.361816
	Iteration 13Q: 3 clusters Score -658968.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -659019.000000 Penalty: 4388.361816
	Iteration 14Q: 3 clusters Score -659019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -659058.562500 Penalty: 4388.361816
	Iteration 15Q: 3 clusters Score -659058.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -659090.750000 Penalty: 4388.361816
	Iteration 16Q: 3 clusters Score -659090.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -659122.750000 Penalty: 4388.361816
	Iteration 17Q: 3 clusters Score -659122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -659148.812500 Penalty: 4388.361816
	Iteration 18Q: 3 clusters Score -659148.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -659163.750000 Penalty: 4388.361816
	Iteration 19Q: 3 clusters Score -659163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -659171.750000 Penalty: 4388.361816
	Iteration 20F: 3 clusters Score -659171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -659176.375000 Penalty: 4388.361816
	Iteration 21Q: 3 clusters Score -659176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -659179.562500 Penalty: 4388.361816
	Iteration 22Q: 3 clusters Score -659179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -659186.937500 Penalty: 4388.361816
	Iteration 23Q: 3 clusters Score -659186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -659190.062500 Penalty: 4388.361816
	Iteration 24Q: 3 clusters Score -659190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -659193.437500 Penalty: 4388.361816
	Iteration 25Q: 3 clusters Score -659193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -659195.625000 Penalty: 4388.361816
	Iteration 26Q: 3 clusters Score -659195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -659196.750000 Penalty: 4388.361816
	Iteration 27Q: 3 clusters Score -659196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -659197.000000 Penalty: 4388.361816
	Iteration 28Q: 3 clusters Score -659197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -659199.375000 Penalty: 4388.361816
	Iteration 29Q: 3 clusters Score -659199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -659202.812500 Penalty: 4388.361816
	Iteration 30Q: 3 clusters Score -659202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -659204.687500 Penalty: 4388.361816
	Iteration 31Q: 3 clusters Score -659204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -659207.375000 Penalty: 4388.361816
	Iteration 32Q: 3 clusters Score -659207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -659207.625000 Penalty: 4388.361816
	Iteration 33Q: 3 clusters Score -659207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -659211.625000 Penalty: 4388.361816
	Iteration 34Q: 3 clusters Score -659211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -659210.937500 Penalty: 4388.361816
	Iteration 35Q: 3 clusters Score -659210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -659214.687500 Penalty: 4388.361816
	Iteration 36Q: 3 clusters Score -659214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -659213.562500 Penalty: 4388.361816
	Iteration 37Q: 3 clusters Score -659213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -659213.625000 Penalty: 4388.361816
	Iteration 38Q: 3 clusters Score -659213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -659216.250000 Penalty: 4388.361816
	Iteration 39Q: 3 clusters Score -659216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -659216.250000 Penalty: 4388.361816
	Iteration 40F: 3 clusters Score -659216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -318430.062500 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -318430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -315008.562500 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -315008.6 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -315719.562500 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -315719.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315890.218750 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -315890.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -316011.625000 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -316011.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -316108.781250 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -316108.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -316195.875000 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -316195.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -316256.250000 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -316256.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -316301.593750 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -316301.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -316336.625000 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -316336.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -316364.718750 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -316364.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -316376.750000 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -316376.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -316386.250000 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -316386.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -316391.312500 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -316391.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -316398.500000 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -316398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -316405.843750 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -316405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -316413.875000 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -316413.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -316427.156250 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -316427.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -316438.875000 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -316438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -316448.875000 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -316448.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -316457.593750 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -316457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -316461.500000 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -316461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -316464.937500 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -316464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -316468.187500 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -316468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -316470.125000 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -316470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -316474.531250 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -316474.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -316478.875000 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -316478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -316481.687500 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -316481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -316482.531250 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -316482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -316483.593750 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -316483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -316485.906250 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -316485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -316487.625000 Penalty: 4017.228516
	Iteration 30Q: 3 clusters Score -316487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -316488.937500 Penalty: 4017.228516
	Iteration 31Q: 3 clusters Score -316488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -316488.718750 Penalty: 4017.228516
	Iteration 32Q: 3 clusters Score -316488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -316489.781250 Penalty: 4017.228516
	Iteration 33Q: 3 clusters Score -316489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -316490.531250 Penalty: 4017.228516
	Iteration 34Q: 3 clusters Score -316490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -316491.312500 Penalty: 4017.228516
	Iteration 35Q: 3 clusters Score -316491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -316491.843750 Penalty: 4017.228516
	Iteration 36Q: 3 clusters Score -316491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -316493.531250 Penalty: 4017.228516
	Iteration 37Q: 3 clusters Score -316493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -316496.125000 Penalty: 4017.228516
	Iteration 38Q: 3 clusters Score -316496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -316497.031250 Penalty: 4017.228516
	Iteration 39Q: 3 clusters Score -316497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -316496.843750 Penalty: 4017.228516
	Iteration 40F: 3 clusters Score -316496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -316497.875000 Penalty: 4017.228516
	Iteration 41Q: 3 clusters Score -316497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -316497.875000 Penalty: 4017.228516
	Iteration 42F: 3 clusters Score -316497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -287828.250000 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -287828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -284535.906250 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -284535.9 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -285249.656250 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -285249.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -285455.031250 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -285455 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -285592.125000 Penalty: 3980.493896
	Iteration 3F: 3 clusters Score -285592.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -285713.281250 Penalty: 3980.493896
	Iteration 4Q: 3 clusters Score -285713.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -285797.781250 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -285797.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -285865.781250 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -285865.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -285940.312500 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -285940.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -286005.843750 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -286005.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -286060.406250 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -286060.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -286107.125000 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -286107.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -286137.187500 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -286137.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -286153.687500 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -286153.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -286166.218750 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -286166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -286179.875000 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -286179.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286192.875000 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -286192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -286207.656250 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -286207.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -286218.718750 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -286218.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286232.781250 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -286232.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -286244.093750 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -286244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -286250.625000 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -286250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286254.468750 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -286254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -286256.968750 Penalty: 3980.493896
	Iteration 22Q: 3 clusters Score -286257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -286259.687500 Penalty: 3980.493896
	Iteration 23Q: 3 clusters Score -286259.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -286261.343750 Penalty: 3980.493896
	Iteration 24Q: 3 clusters Score -286261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -286261.968750 Penalty: 3980.493896
	Iteration 25Q: 3 clusters Score -286262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286262.781250 Penalty: 3980.493896
	Iteration 26Q: 3 clusters Score -286262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -286263.187500 Penalty: 3980.493896
	Iteration 27Q: 3 clusters Score -286263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286263.531250 Penalty: 3980.493896
	Iteration 28Q: 3 clusters Score -286263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -286263.406250 Penalty: 3980.493896
	Iteration 29Q: 3 clusters Score -286263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -286263.406250 Penalty: 3980.493896
	Iteration 30F: 3 clusters Score -286263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1159690.250000 Penalty: 2322.761963
	Iteration 0F: 2 clusters Score -1159690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1150993.250000 Penalty: 4645.523926
	Iteration 0F: 3 clusters Score -1150993 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1153737.500000 Penalty: 4645.523926
	Iteration 1F: 3 clusters Score -1153738 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1154093.000000 Penalty: 4645.523926
	Iteration 2F: 3 clusters Score -1154093 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1154442.250000 Penalty: 4645.523926
	Iteration 3F: 3 clusters Score -1154442 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1154820.125000 Penalty: 4645.523926
	Iteration 4F: 3 clusters Score -1154820 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1155185.125000 Penalty: 4645.523926
	Iteration 5F: 3 clusters Score -1155185 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1155547.000000 Penalty: 4645.523926
	Iteration 6F: 3 clusters Score -1155547 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1155893.250000 Penalty: 4645.523926
	Iteration 7Q: 3 clusters Score -1155893 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1156195.250000 Penalty: 4645.523926
	Iteration 8Q: 3 clusters Score -1156195 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1156438.000000 Penalty: 4645.523926
	Iteration 9Q: 3 clusters Score -1156438 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1156606.500000 Penalty: 4645.523926
	Iteration 10Q: 3 clusters Score -1156606 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1156725.375000 Penalty: 4645.523926
	Iteration 11Q: 3 clusters Score -1156725 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1156796.625000 Penalty: 4645.523926
	Iteration 12Q: 3 clusters Score -1156797 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1156844.625000 Penalty: 4645.523926
	Iteration 13Q: 3 clusters Score -1156845 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1156879.750000 Penalty: 4645.523926
	Iteration 14Q: 3 clusters Score -1156880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1156916.125000 Penalty: 4645.523926
	Iteration 15Q: 3 clusters Score -1156916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1156935.875000 Penalty: 4645.523926
	Iteration 16Q: 3 clusters Score -1156936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1156964.375000 Penalty: 4645.523926
	Iteration 17Q: 3 clusters Score -1156964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1156986.000000 Penalty: 4645.523926
	Iteration 18Q: 3 clusters Score -1156986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1156999.125000 Penalty: 4645.523926
	Iteration 19Q: 3 clusters Score -1156999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1157017.000000 Penalty: 4645.523926
	Iteration 20F: 3 clusters Score -1157017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1157027.750000 Penalty: 4645.523926
	Iteration 21Q: 3 clusters Score -1157028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1157047.750000 Penalty: 4645.523926
	Iteration 22Q: 3 clusters Score -1157048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1157059.375000 Penalty: 4645.523926
	Iteration 23Q: 3 clusters Score -1157059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1157069.500000 Penalty: 4645.523926
	Iteration 24Q: 3 clusters Score -1157070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1157076.375000 Penalty: 4645.523926
	Iteration 25Q: 3 clusters Score -1157076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1157086.000000 Penalty: 4645.523926
	Iteration 26Q: 3 clusters Score -1157086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1157089.000000 Penalty: 4645.523926
	Iteration 27Q: 3 clusters Score -1157089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1157099.375000 Penalty: 4645.523926
	Iteration 28Q: 3 clusters Score -1157099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1157104.625000 Penalty: 4645.523926
	Iteration 29Q: 3 clusters Score -1157105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1157114.125000 Penalty: 4645.523926
	Iteration 30Q: 3 clusters Score -1157114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1157117.125000 Penalty: 4645.523926
	Iteration 31Q: 3 clusters Score -1157117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1157125.500000 Penalty: 4645.523926
	Iteration 32Q: 3 clusters Score -1157126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1157135.500000 Penalty: 4645.523926
	Iteration 33Q: 3 clusters Score -1157136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1157144.500000 Penalty: 4645.523926
	Iteration 34Q: 3 clusters Score -1157144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1157158.125000 Penalty: 4645.523926
	Iteration 35Q: 3 clusters Score -1157158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1157173.625000 Penalty: 4645.523926
	Iteration 36Q: 3 clusters Score -1157174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1157188.500000 Penalty: 4645.523926
	Iteration 37Q: 3 clusters Score -1157188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1157203.500000 Penalty: 4645.523926
	Iteration 38Q: 3 clusters Score -1157204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1157216.250000 Penalty: 4645.523926
	Iteration 39Q: 3 clusters Score -1157216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1157230.000000 Penalty: 4645.523926
	Iteration 40F: 3 clusters Score -1157230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1157254.375000 Penalty: 4645.523926
	Iteration 41Q: 3 clusters Score -1157254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1157267.000000 Penalty: 4645.523926
	Iteration 42Q: 3 clusters Score -1157267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1157283.375000 Penalty: 4645.523926
	Iteration 43Q: 3 clusters Score -1157283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1157300.750000 Penalty: 4645.523926
	Iteration 44Q: 3 clusters Score -1157301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1157315.375000 Penalty: 4645.523926
	Iteration 45Q: 3 clusters Score -1157315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1157334.250000 Penalty: 4645.523926
	Iteration 46Q: 3 clusters Score -1157334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1157352.500000 Penalty: 4645.523926
	Iteration 47Q: 3 clusters Score -1157352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1157369.625000 Penalty: 4645.523926
	Iteration 48Q: 3 clusters Score -1157370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1157390.375000 Penalty: 4645.523926
	Iteration 49Q: 3 clusters Score -1157390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1157411.000000 Penalty: 4645.523926
	Iteration 50Q: 3 clusters Score -1157411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1157422.250000 Penalty: 4645.523926
	Iteration 51Q: 3 clusters Score -1157422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1157432.500000 Penalty: 4645.523926
	Iteration 52Q: 3 clusters Score -1157432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1157452.625000 Penalty: 4645.523926
	Iteration 53Q: 3 clusters Score -1157453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1157465.750000 Penalty: 4645.523926
	Iteration 54Q: 3 clusters Score -1157466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1157479.625000 Penalty: 4645.523926
	Iteration 55Q: 3 clusters Score -1157480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1157496.750000 Penalty: 4645.523926
	Iteration 56Q: 3 clusters Score -1157497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1157513.625000 Penalty: 4645.523926
	Iteration 57Q: 3 clusters Score -1157514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1157527.875000 Penalty: 4645.523926
	Iteration 58Q: 3 clusters Score -1157528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1157537.000000 Penalty: 4645.523926
	Iteration 59Q: 3 clusters Score -1157537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1157546.875000 Penalty: 4645.523926
	Iteration 60F: 3 clusters Score -1157547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1157554.375000 Penalty: 4645.523926
	Iteration 61Q: 3 clusters Score -1157554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1157563.125000 Penalty: 4645.523926
	Iteration 62Q: 3 clusters Score -1157563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1157566.250000 Penalty: 4645.523926
	Iteration 63Q: 3 clusters Score -1157566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1157570.500000 Penalty: 4645.523926
	Iteration 64Q: 3 clusters Score -1157570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1157573.875000 Penalty: 4645.523926
	Iteration 65Q: 3 clusters Score -1157574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1157582.000000 Penalty: 4645.523926
	Iteration 66Q: 3 clusters Score -1157582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1157588.125000 Penalty: 4645.523926
	Iteration 67Q: 3 clusters Score -1157588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1157590.875000 Penalty: 4645.523926
	Iteration 68Q: 3 clusters Score -1157591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1157595.000000 Penalty: 4645.523926
	Iteration 69Q: 3 clusters Score -1157595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1157597.000000 Penalty: 4645.523926
	Iteration 70Q: 3 clusters Score -1157597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1157601.750000 Penalty: 4645.523926
	Iteration 71Q: 3 clusters Score -1157602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1157603.625000 Penalty: 4645.523926
	Iteration 72Q: 3 clusters Score -1157604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1157604.750000 Penalty: 4645.523926
	Iteration 73Q: 3 clusters Score -1157605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1157609.875000 Penalty: 4645.523926
	Iteration 74Q: 3 clusters Score -1157610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1157613.875000 Penalty: 4645.523926
	Iteration 75Q: 3 clusters Score -1157614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1157620.125000 Penalty: 4645.523926
	Iteration 76Q: 3 clusters Score -1157620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1157628.375000 Penalty: 4645.523926
	Iteration 77Q: 3 clusters Score -1157628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1157634.500000 Penalty: 4645.523926
	Iteration 78Q: 3 clusters Score -1157634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1157642.625000 Penalty: 4645.523926
	Iteration 79Q: 3 clusters Score -1157643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1157645.625000 Penalty: 4645.523926
	Iteration 80F: 3 clusters Score -1157646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1157649.250000 Penalty: 4645.523926
	Iteration 81Q: 3 clusters Score -1157649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1157652.000000 Penalty: 4645.523926
	Iteration 82Q: 3 clusters Score -1157652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1157654.625000 Penalty: 4645.523926
	Iteration 83Q: 3 clusters Score -1157655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1157659.000000 Penalty: 4645.523926
	Iteration 84Q: 3 clusters Score -1157659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1157663.375000 Penalty: 4645.523926
	Iteration 85Q: 3 clusters Score -1157663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1157668.000000 Penalty: 4645.523926
	Iteration 86Q: 3 clusters Score -1157668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1157669.250000 Penalty: 4645.523926
	Iteration 87Q: 3 clusters Score -1157669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1157671.500000 Penalty: 4645.523926
	Iteration 88Q: 3 clusters Score -1157672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1157674.750000 Penalty: 4645.523926
	Iteration 89Q: 3 clusters Score -1157675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1157676.125000 Penalty: 4645.523926
	Iteration 90Q: 3 clusters Score -1157676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1157676.625000 Penalty: 4645.523926
	Iteration 91Q: 3 clusters Score -1157677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1157677.250000 Penalty: 4645.523926
	Iteration 92Q: 3 clusters Score -1157677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1157680.125000 Penalty: 4645.523926
	Iteration 93Q: 3 clusters Score -1157680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1157681.750000 Penalty: 4645.523926
	Iteration 94Q: 3 clusters Score -1157682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1157683.125000 Penalty: 4645.523926
	Iteration 95Q: 3 clusters Score -1157683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1157686.625000 Penalty: 4645.523926
	Iteration 96Q: 3 clusters Score -1157687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1157687.000000 Penalty: 4645.523926
	Iteration 97Q: 3 clusters Score -1157687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1157691.375000 Penalty: 4645.523926
	Iteration 98Q: 3 clusters Score -1157691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1157692.000000 Penalty: 4645.523926
	Iteration 99Q: 3 clusters Score -1157692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1157691.000000 Penalty: 4645.523926
	Iteration 100F: 3 clusters Score -1157691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1157693.375000 Penalty: 4645.523926
	Iteration 101Q: 3 clusters Score -1157693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1157694.500000 Penalty: 4645.523926
	Iteration 102Q: 3 clusters Score -1157694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1157699.250000 Penalty: 4645.523926
	Iteration 103Q: 3 clusters Score -1157699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1157700.375000 Penalty: 4645.523926
	Iteration 104Q: 3 clusters Score -1157700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1157700.375000 Penalty: 4645.523926
	Iteration 105F: 3 clusters Score -1157700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (99642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Entering Unmasked Estep 
Score: -8837591.000000 Penalty: 2854.316162
	Iteration 0F: 2 clusters Score -8837591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -8770847.000000 Penalty: 5708.632324
	Iteration 0F: 3 clusters Score -8770847 nChanged 47118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -8797936.000000 Penalty: 5708.632324
	Iteration 1F: 3 clusters Score -8797936 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -8798952.000000 Penalty: 5708.632324
	Iteration 2Q: 3 clusters Score -8798952 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -8800379.000000 Penalty: 5708.632324
	Iteration 3Q: 3 clusters Score -8800379 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -8802517.000000 Penalty: 5708.632324
	Iteration 4Q: 3 clusters Score -8802517 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -8805912.000000 Penalty: 5708.632324
	Iteration 5F: 3 clusters Score -8805912 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -8810797.000000 Penalty: 5708.632324
	Iteration 6F: 3 clusters Score -8810797 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -8816870.000000 Penalty: 5708.632324
	Iteration 7F: 3 clusters Score -8816870 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -8823357.000000 Penalty: 5708.632324
	Iteration 8F: 3 clusters Score -8823357 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -8828564.000000 Penalty: 5708.632324
	Iteration 9F: 3 clusters Score -8828564 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -8831866.000000 Penalty: 5708.632324
	Iteration 10Q: 3 clusters Score -8831866 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -8833563.000000 Penalty: 5708.632324
	Iteration 11Q: 3 clusters Score -8833563 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -8834410.000000 Penalty: 5708.632324
	Iteration 12Q: 3 clusters Score -8834410 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -8834853.000000 Penalty: 5708.632324
	Iteration 13Q: 3 clusters Score -8834853 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -8835108.000000 Penalty: 5708.632324
	Iteration 14Q: 3 clusters Score -8835108 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -8835253.000000 Penalty: 5708.632324
	Iteration 15Q: 3 clusters Score -8835253 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -8835351.000000 Penalty: 5708.632324
	Iteration 16Q: 3 clusters Score -8835351 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 98058 members 
Entering Unmasked Estep 
Score: -8835399.000000 Penalty: 5708.632324
	Iteration 17Q: 3 clusters Score -8835399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -8835463.000000 Penalty: 5708.632324
	Iteration 18Q: 3 clusters Score -8835463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -8835490.000000 Penalty: 5708.632324
	Iteration 19Q: 3 clusters Score -8835490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -8835517.000000 Penalty: 5708.632324
	Iteration 20F: 3 clusters Score -8835517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -8835526.000000 Penalty: 5708.632324
	Iteration 21Q: 3 clusters Score -8835526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -8835541.000000 Penalty: 5708.632324
	Iteration 22Q: 3 clusters Score -8835541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -8835532.000000 Penalty: 5708.632324
	Iteration 23Q: 3 clusters Score -8835532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -8835560.000000 Penalty: 5708.632324
	Iteration 24Q: 3 clusters Score -8835560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -8835594.000000 Penalty: 5708.632324
	Iteration 25Q: 3 clusters Score -8835594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -8835581.000000 Penalty: 5708.632324
	Iteration 26Q: 3 clusters Score -8835581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -8835587.000000 Penalty: 5708.632324
	Iteration 27Q: 3 clusters Score -8835587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -8835603.000000 Penalty: 5708.632324
	Iteration 28Q: 3 clusters Score -8835603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -8835606.000000 Penalty: 5708.632324
	Iteration 29Q: 3 clusters Score -8835606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 98277 members 
Entering Unmasked Estep 
Score: -8835610.000000 Penalty: 5708.632324
	Iteration 30Q: 3 clusters Score -8835610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -8835606.000000 Penalty: 5708.632324
	Iteration 31Q: 3 clusters Score -8835606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -8835605.000000 Penalty: 5708.632324
	Iteration 32Q: 3 clusters Score -8835605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -8835607.000000 Penalty: 5708.632324
	Iteration 33Q: 3 clusters Score -8835607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -8835605.000000 Penalty: 5708.632324
	Iteration 34Q: 3 clusters Score -8835605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -8835609.000000 Penalty: 5708.632324
	Iteration 35Q: 3 clusters Score -8835609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -8835618.000000 Penalty: 5708.632324
	Iteration 36Q: 3 clusters Score -8835618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -8835612.000000 Penalty: 5708.632324
	Iteration 37Q: 3 clusters Score -8835612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -8835631.000000 Penalty: 5708.632324
	Iteration 38Q: 3 clusters Score -8835631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -8835634.000000 Penalty: 5708.632324
	Iteration 39Q: 3 clusters Score -8835634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -8835648.000000 Penalty: 5708.632324
	Iteration 40F: 3 clusters Score -8835648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -8835650.000000 Penalty: 5708.632324
	Iteration 41Q: 3 clusters Score -8835650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -8835659.000000 Penalty: 5708.632324
	Iteration 42Q: 3 clusters Score -8835659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -8835659.000000 Penalty: 5708.632324
	Iteration 43Q: 3 clusters Score -8835659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -8835675.000000 Penalty: 5708.632324
	Iteration 44Q: 3 clusters Score -8835675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -8835669.000000 Penalty: 5708.632324
	Iteration 45Q: 3 clusters Score -8835669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -8835674.000000 Penalty: 5708.632324
	Iteration 46Q: 3 clusters Score -8835674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -8835682.000000 Penalty: 5708.632324
	Iteration 47Q: 3 clusters Score -8835682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -8835689.000000 Penalty: 5708.632324
	Iteration 48Q: 3 clusters Score -8835689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -8835707.000000 Penalty: 5708.632324
	Iteration 49Q: 3 clusters Score -8835707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -8835704.000000 Penalty: 5708.632324
	Iteration 50Q: 3 clusters Score -8835704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -8835724.000000 Penalty: 5708.632324
	Iteration 51Q: 3 clusters Score -8835724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -8835737.000000 Penalty: 5708.632324
	Iteration 52Q: 3 clusters Score -8835737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -8835740.000000 Penalty: 5708.632324
	Iteration 53Q: 3 clusters Score -8835740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -8835736.000000 Penalty: 5708.632324
	Iteration 54Q: 3 clusters Score -8835736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -8835756.000000 Penalty: 5708.632324
	Iteration 55Q: 3 clusters Score -8835756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -8835754.000000 Penalty: 5708.632324
	Iteration 56Q: 3 clusters Score -8835754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -8835776.000000 Penalty: 5708.632324
	Iteration 57Q: 3 clusters Score -8835776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -8835793.000000 Penalty: 5708.632324
	Iteration 58Q: 3 clusters Score -8835793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -8835797.000000 Penalty: 5708.632324
	Iteration 59Q: 3 clusters Score -8835797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -8835827.000000 Penalty: 5708.632324
	Iteration 60F: 3 clusters Score -8835827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -8835848.000000 Penalty: 5708.632324
	Iteration 61Q: 3 clusters Score -8835848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -8835847.000000 Penalty: 5708.632324
	Iteration 62Q: 3 clusters Score -8835847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -8835863.000000 Penalty: 5708.632324
	Iteration 63Q: 3 clusters Score -8835863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -8835865.000000 Penalty: 5708.632324
	Iteration 64Q: 3 clusters Score -8835865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -8835877.000000 Penalty: 5708.632324
	Iteration 65Q: 3 clusters Score -8835877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -8835885.000000 Penalty: 5708.632324
	Iteration 66Q: 3 clusters Score -8835885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -8835892.000000 Penalty: 5708.632324
	Iteration 67Q: 3 clusters Score -8835892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -8835891.000000 Penalty: 5708.632324
	Iteration 68Q: 3 clusters Score -8835891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -8835919.000000 Penalty: 5708.632324
	Iteration 69Q: 3 clusters Score -8835919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -8835955.000000 Penalty: 5708.632324
	Iteration 70Q: 3 clusters Score -8835955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -8835982.000000 Penalty: 5708.632324
	Iteration 71Q: 3 clusters Score -8835982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -8836011.000000 Penalty: 5708.632324
	Iteration 72Q: 3 clusters Score -8836011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -8836044.000000 Penalty: 5708.632324
	Iteration 73Q: 3 clusters Score -8836044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -8836065.000000 Penalty: 5708.632324
	Iteration 74Q: 3 clusters Score -8836065 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -8836122.000000 Penalty: 5708.632324
	Iteration 75Q: 3 clusters Score -8836122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -8836151.000000 Penalty: 5708.632324
	Iteration 76Q: 3 clusters Score -8836151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -8836188.000000 Penalty: 5708.632324
	Iteration 77Q: 3 clusters Score -8836188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -8836200.000000 Penalty: 5708.632324
	Iteration 78Q: 3 clusters Score -8836200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -8836231.000000 Penalty: 5708.632324
	Iteration 79Q: 3 clusters Score -8836231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -8836244.000000 Penalty: 5708.632324
	Iteration 80F: 3 clusters Score -8836244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -8836262.000000 Penalty: 5708.632324
	Iteration 81Q: 3 clusters Score -8836262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -8836270.000000 Penalty: 5708.632324
	Iteration 82Q: 3 clusters Score -8836270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -8836275.000000 Penalty: 5708.632324
	Iteration 83Q: 3 clusters Score -8836275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -8836295.000000 Penalty: 5708.632324
	Iteration 84Q: 3 clusters Score -8836295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -8836294.000000 Penalty: 5708.632324
	Iteration 85Q: 3 clusters Score -8836294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -8836292.000000 Penalty: 5708.632324
	Iteration 86Q: 3 clusters Score -8836292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -8836300.000000 Penalty: 5708.632324
	Iteration 87Q: 3 clusters Score -8836300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -8836290.000000 Penalty: 5708.632324
	Iteration 88Q: 3 clusters Score -8836290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -8836299.000000 Penalty: 5708.632324
	Iteration 89Q: 3 clusters Score -8836299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -8836315.000000 Penalty: 5708.632324
	Iteration 90Q: 3 clusters Score -8836315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -8836314.000000 Penalty: 5708.632324
	Iteration 91Q: 3 clusters Score -8836314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 98253 members 
Entering Unmasked Estep 
Score: -8836299.000000 Penalty: 5708.632324
	Iteration 92Q: 3 clusters Score -8836299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -8836309.000000 Penalty: 5708.632324
	Iteration 93Q: 3 clusters Score -8836309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -8836308.000000 Penalty: 5708.632324
	Iteration 94Q: 3 clusters Score -8836308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -8836326.000000 Penalty: 5708.632324
	Iteration 95Q: 3 clusters Score -8836326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -8836318.000000 Penalty: 5708.632324
	Iteration 96Q: 3 clusters Score -8836318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -8836319.000000 Penalty: 5708.632324
	Iteration 97Q: 3 clusters Score -8836319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -8836324.000000 Penalty: 5708.632324
	Iteration 98Q: 3 clusters Score -8836324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -8836334.000000 Penalty: 5708.632324
	Iteration 99Q: 3 clusters Score -8836334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -8836335.000000 Penalty: 5708.632324
	Iteration 100F: 3 clusters Score -8836335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -8836336.000000 Penalty: 5708.632324
	Iteration 101Q: 3 clusters Score -8836336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -8836346.000000 Penalty: 5708.632324
	Iteration 102Q: 3 clusters Score -8836346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -8836352.000000 Penalty: 5708.632324
	Iteration 103Q: 3 clusters Score -8836352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -8836352.000000 Penalty: 5708.632324
	Iteration 104F: 3 clusters Score -8836352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1294685.125000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1294685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1285169.750000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1285170 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1288098.375000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1288098 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1288412.125000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1288412 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1288661.000000 Penalty: 4693.322266
	Iteration 3Q: 3 clusters Score -1288661 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1288870.625000 Penalty: 4693.322266
	Iteration 4Q: 3 clusters Score -1288871 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1289098.500000 Penalty: 4693.322266
	Iteration 5Q: 3 clusters Score -1289098 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1289324.000000 Penalty: 4693.322266
	Iteration 6Q: 3 clusters Score -1289324 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1289563.750000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1289564 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1289843.000000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1289843 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1290154.625000 Penalty: 4693.322266
	Iteration 9Q: 3 clusters Score -1290155 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1290477.375000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1290477 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1290806.000000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1290806 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1291087.875000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1291088 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1291306.375000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1291306 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1291473.125000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1291473 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1291594.375000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1291594 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1291703.250000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1291703 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1291808.000000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1291808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1291890.500000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1291890 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1291973.125000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1291973 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1292036.875000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1292037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1292082.625000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1292083 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1292137.625000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1292138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1292190.875000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1292191 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1292243.000000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1292243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1292290.750000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1292291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1292331.125000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1292331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1292376.000000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1292376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1292419.375000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1292419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1292453.750000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1292454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1292480.875000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1292481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1292508.000000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1292508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1292526.750000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1292527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1292545.625000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1292546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1292557.875000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1292558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1292577.625000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1292578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1292585.250000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1292585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1292599.500000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1292600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1292617.000000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1292617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1292630.125000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1292630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1292636.125000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1292636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1292645.250000 Penalty: 4693.322266
	Iteration 41Q: 3 clusters Score -1292645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1292654.250000 Penalty: 4693.322266
	Iteration 42Q: 3 clusters Score -1292654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1292660.250000 Penalty: 4693.322266
	Iteration 43Q: 3 clusters Score -1292660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1292661.500000 Penalty: 4693.322266
	Iteration 44Q: 3 clusters Score -1292662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1292663.500000 Penalty: 4693.322266
	Iteration 45Q: 3 clusters Score -1292664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1292665.750000 Penalty: 4693.322266
	Iteration 46Q: 3 clusters Score -1292666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1292669.250000 Penalty: 4693.322266
	Iteration 47Q: 3 clusters Score -1292669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1292671.875000 Penalty: 4693.322266
	Iteration 48Q: 3 clusters Score -1292672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1292673.625000 Penalty: 4693.322266
	Iteration 49Q: 3 clusters Score -1292674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1292674.000000 Penalty: 4693.322266
	Iteration 50Q: 3 clusters Score -1292674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1292676.500000 Penalty: 4693.322266
	Iteration 51Q: 3 clusters Score -1292676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1292677.500000 Penalty: 4693.322266
	Iteration 52Q: 3 clusters Score -1292678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1292678.125000 Penalty: 4693.322266
	Iteration 53Q: 3 clusters Score -1292678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1292676.625000 Penalty: 4693.322266
	Iteration 54Q: 3 clusters Score -1292677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1292676.625000 Penalty: 4693.322266
	Iteration 55F: 3 clusters Score -1292677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -246776.500000 Penalty: 1963.187378
	Iteration 0F: 2 clusters Score -246776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -243712.781250 Penalty: 3926.374756
	Iteration 0F: 3 clusters Score -243712.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -244412.765625 Penalty: 3926.374756
	Iteration 1F: 3 clusters Score -244412.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -244623.078125 Penalty: 3926.374756
	Iteration 2F: 3 clusters Score -244623.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244750.156250 Penalty: 3926.374756
	Iteration 3F: 3 clusters Score -244750.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244822.546875 Penalty: 3926.374756
	Iteration 4Q: 3 clusters Score -244822.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244869.171875 Penalty: 3926.374756
	Iteration 5Q: 3 clusters Score -244869.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -244899.484375 Penalty: 3926.374756
	Iteration 6Q: 3 clusters Score -244899.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -244931.578125 Penalty: 3926.374756
	Iteration 7Q: 3 clusters Score -244931.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244965.671875 Penalty: 3926.374756
	Iteration 8Q: 3 clusters Score -244965.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244994.843750 Penalty: 3926.374756
	Iteration 9Q: 3 clusters Score -244994.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -245028.421875 Penalty: 3926.374756
	Iteration 10Q: 3 clusters Score -245028.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -245051.921875 Penalty: 3926.374756
	Iteration 11Q: 3 clusters Score -245051.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -245071.078125 Penalty: 3926.374756
	Iteration 12Q: 3 clusters Score -245071.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -245088.140625 Penalty: 3926.374756
	Iteration 13Q: 3 clusters Score -245088.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -245103.093750 Penalty: 3926.374756
	Iteration 14Q: 3 clusters Score -245103.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245118.468750 Penalty: 3926.374756
	Iteration 15Q: 3 clusters Score -245118.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -245129.078125 Penalty: 3926.374756
	Iteration 16Q: 3 clusters Score -245129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -245140.437500 Penalty: 3926.374756
	Iteration 17Q: 3 clusters Score -245140.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -245150.765625 Penalty: 3926.374756
	Iteration 18Q: 3 clusters Score -245150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -245159.468750 Penalty: 3926.374756
	Iteration 19Q: 3 clusters Score -245159.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245169.062500 Penalty: 3926.374756
	Iteration 20F: 3 clusters Score -245169.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245176.750000 Penalty: 3926.374756
	Iteration 21Q: 3 clusters Score -245176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245180.796875 Penalty: 3926.374756
	Iteration 22Q: 3 clusters Score -245180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -245184.375000 Penalty: 3926.374756
	Iteration 23Q: 3 clusters Score -245184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245186.875000 Penalty: 3926.374756
	Iteration 24Q: 3 clusters Score -245186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -245190.640625 Penalty: 3926.374756
	Iteration 25Q: 3 clusters Score -245190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245195.078125 Penalty: 3926.374756
	Iteration 26Q: 3 clusters Score -245195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -245196.812500 Penalty: 3926.374756
	Iteration 27Q: 3 clusters Score -245196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -245197.531250 Penalty: 3926.374756
	Iteration 28Q: 3 clusters Score -245197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -245198.375000 Penalty: 3926.374756
	Iteration 29Q: 3 clusters Score -245198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -245199.062500 Penalty: 3926.374756
	Iteration 30Q: 3 clusters Score -245199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -245199.937500 Penalty: 3926.374756
	Iteration 31Q: 3 clusters Score -245199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -245199.937500 Penalty: 3926.374756
	Iteration 32F: 3 clusters Score -245199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -201649.421875 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -201649.4 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 1117 members 
Entering Unmasked Estep 
Score: -198975.687500 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -198975.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -199709.796875 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -199709.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199968.984375 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -199969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -200187.328125 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -200187.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -200371.765625 Penalty: 3819.121826
	Iteration 4F: 3 clusters Score -200371.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -200493.218750 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -200493.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -200580.421875 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -200580.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -200652.718750 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -200652.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -200694.703125 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -200694.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -200720.968750 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -200721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -200728.125000 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -200728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -200735.640625 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -200735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -200737.890625 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -200737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -200739.890625 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -200739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -200740.781250 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -200740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -200740.781250 Penalty: 3819.121826
	Iteration 15F: 3 clusters Score -200740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -367499.687500 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -367499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -363746.875000 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -363746.9 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -364613.406250 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -364613.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -364795.156250 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -364795.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -364886.500000 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -364886.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -364947.531250 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -364947.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -364997.187500 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -364997.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -365025.187500 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -365025.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -365047.937500 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -365047.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -365064.625000 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -365064.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -365075.093750 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -365075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -365085.406250 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -365085.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -365093.250000 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -365093.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -365101.625000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -365101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -365109.375000 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -365109.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -365115.437500 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -365115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -365121.781250 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -365121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -365128.312500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -365128.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -365135.312500 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -365135.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -365140.062500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -365140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -365143.781250 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -365143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -365147.343750 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -365147.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -365150.156250 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -365150.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -365153.937500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -365153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -365157.406250 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -365157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -365160.187500 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -365160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -365162.562500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -365162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -365164.906250 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -365164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -365167.375000 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -365167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -365167.093750 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -365167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -365167.500000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -365167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -365167.218750 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -365167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -365168.468750 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -365168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -365168.093750 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -365168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -365168.406250 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -365168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -365168.406250 Penalty: 4091.140625
	Iteration 34F: 3 clusters Score -365168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -254580.765625 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -254580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -251428.156250 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -251428.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -252236.484375 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -252236.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -252625.984375 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -252626 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -252891.218750 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -252891.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -253081.484375 Penalty: 3956.050537
	Iteration 4F: 3 clusters Score -253081.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -253217.890625 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -253217.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -253344.468750 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -253344.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253443.234375 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -253443.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -253533.046875 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -253533 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -253590.625000 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -253590.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -253639.265625 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -253639.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -253673.468750 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -253673.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -253703.437500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -253703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -253733.984375 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -253734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -253749.390625 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -253749.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -253760.375000 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -253760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -253774.156250 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -253774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -253790.234375 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -253790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -253799.015625 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -253799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -253805.906250 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -253805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -253809.234375 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -253809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -253816.734375 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -253816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -253827.156250 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -253827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -253831.546875 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -253831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -253834.968750 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -253835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -253846.515625 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -253846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -253856.578125 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -253856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -253871.468750 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -253871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -253881.984375 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -253882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -253890.031250 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -253890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -253896.437500 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -253896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -253903.484375 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -253903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -253909.000000 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -253909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -253914.203125 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -253914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -253915.328125 Penalty: 3956.050537
	Iteration 34Q: 3 clusters Score -253915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -253916.328125 Penalty: 3956.050537
	Iteration 35Q: 3 clusters Score -253916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -253918.937500 Penalty: 3956.050537
	Iteration 36Q: 3 clusters Score -253918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -253920.875000 Penalty: 3956.050537
	Iteration 37Q: 3 clusters Score -253920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -253923.796875 Penalty: 3956.050537
	Iteration 38Q: 3 clusters Score -253923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -253925.578125 Penalty: 3956.050537
	Iteration 39Q: 3 clusters Score -253925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -253926.437500 Penalty: 3956.050537
	Iteration 40F: 3 clusters Score -253926.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -518477.093750 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -518477.1 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 2680 members 
Entering Unmasked Estep 
Score: -513779.375000 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -513779.4 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -514958.843750 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -514958.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -515194.312500 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -515194.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -515378.687500 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -515378.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -515545.500000 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -515545.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -515705.562500 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -515705.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -515843.031250 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -515843 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -515965.031250 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -515965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -516088.593750 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -516088.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -516191.750000 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -516191.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -516276.937500 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -516276.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -516352.968750 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -516353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -516420.312500 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -516420.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -516474.406250 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -516474.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -516513.062500 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -516513.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -516558.656250 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -516558.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -516601.062500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -516601.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -516637.906250 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -516637.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -516671.375000 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -516671.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -516693.687500 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -516693.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -516710.718750 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -516710.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -516722.750000 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -516722.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -516728.375000 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -516728.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -516735.218750 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -516735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -516739.437500 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -516739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -516740.843750 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -516740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -516741.750000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -516741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -516742.437500 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -516742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -516743.125000 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -516743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -516743.906250 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -516743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -516746.312500 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -516746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -516749.656250 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -516749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -516751.843750 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -516751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -516751.718750 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -516751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -516752.500000 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -516752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -516752.687500 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -516752.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -516752.687500 Penalty: 4252.492188
	Iteration 36F: 3 clusters Score -516752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1092561.000000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1092561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1084344.625000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1084345 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1086749.250000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1086749 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1087122.500000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1087122 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1087437.875000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1087438 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1087730.375000 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1087730 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1088001.250000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1088001 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1088291.750000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1088292 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1088628.875000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1088629 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1089025.000000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1089025 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1089451.875000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1089452 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1089815.500000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1089816 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1090121.000000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1090121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1090351.375000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1090351 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1090495.375000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1090495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1090603.750000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1090604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1090672.625000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1090673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1090717.500000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1090718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1090750.500000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1090750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1090768.125000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1090768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1090778.250000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1090778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1090786.125000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1090786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1090791.625000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1090792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1090797.750000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1090798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1090797.875000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1090798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1090799.875000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1090800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1090803.125000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1090803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1090804.500000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1090804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1090807.625000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1090808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1090807.125000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1090807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1090809.875000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1090810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1090809.125000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1090809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1090810.500000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1090810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1090810.500000 Penalty: 4607.052246
	Iteration 32F: 3 clusters Score -1090810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Entering Unmasked Estep 
Score: -8263564.500000 Penalty: 2814.085449
	Iteration 0F: 2 clusters Score -8263564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -8206542.000000 Penalty: 5628.170898
	Iteration 0F: 3 clusters Score -8206542 nChanged 39964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8229151.000000 Penalty: 5628.170898
	Iteration 1F: 3 clusters Score -8229151 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8229852.000000 Penalty: 5628.170898
	Iteration 2Q: 3 clusters Score -8229852 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8230533.000000 Penalty: 5628.170898
	Iteration 3Q: 3 clusters Score -8230533 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -8231420.500000 Penalty: 5628.170898
	Iteration 4Q: 3 clusters Score -8231420 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -8232551.000000 Penalty: 5628.170898
	Iteration 5Q: 3 clusters Score -8232551 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -8234427.500000 Penalty: 5628.170898
	Iteration 6Q: 3 clusters Score -8234428 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -8237270.000000 Penalty: 5628.170898
	Iteration 7F: 3 clusters Score -8237270 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -8241623.000000 Penalty: 5628.170898
	Iteration 8F: 3 clusters Score -8241623 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -8247111.000000 Penalty: 5628.170898
	Iteration 9F: 3 clusters Score -8247111 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -8252353.000000 Penalty: 5628.170898
	Iteration 10F: 3 clusters Score -8252353 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -8256330.000000 Penalty: 5628.170898
	Iteration 11F: 3 clusters Score -8256330 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -8258779.500000 Penalty: 5628.170898
	Iteration 12Q: 3 clusters Score -8258780 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -8259998.500000 Penalty: 5628.170898
	Iteration 13Q: 3 clusters Score -8259998 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -8260531.000000 Penalty: 5628.170898
	Iteration 14Q: 3 clusters Score -8260531 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -8260779.000000 Penalty: 5628.170898
	Iteration 15Q: 3 clusters Score -8260779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -8260906.000000 Penalty: 5628.170898
	Iteration 16Q: 3 clusters Score -8260906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -8260984.500000 Penalty: 5628.170898
	Iteration 17Q: 3 clusters Score -8260984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -8261028.000000 Penalty: 5628.170898
	Iteration 18Q: 3 clusters Score -8261028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -8261063.500000 Penalty: 5628.170898
	Iteration 19Q: 3 clusters Score -8261064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -8261090.000000 Penalty: 5628.170898
	Iteration 20F: 3 clusters Score -8261090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -8261097.000000 Penalty: 5628.170898
	Iteration 21Q: 3 clusters Score -8261097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -8261113.500000 Penalty: 5628.170898
	Iteration 22Q: 3 clusters Score -8261114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -8261118.000000 Penalty: 5628.170898
	Iteration 23Q: 3 clusters Score -8261118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -8261137.500000 Penalty: 5628.170898
	Iteration 24Q: 3 clusters Score -8261138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -8261151.000000 Penalty: 5628.170898
	Iteration 25Q: 3 clusters Score -8261151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -8261152.500000 Penalty: 5628.170898
	Iteration 26Q: 3 clusters Score -8261152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -8261155.000000 Penalty: 5628.170898
	Iteration 27Q: 3 clusters Score -8261155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -8261152.000000 Penalty: 5628.170898
	Iteration 28Q: 3 clusters Score -8261152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -8261159.500000 Penalty: 5628.170898
	Iteration 29Q: 3 clusters Score -8261160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -8261165.000000 Penalty: 5628.170898
	Iteration 30Q: 3 clusters Score -8261165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -8261169.000000 Penalty: 5628.170898
	Iteration 31Q: 3 clusters Score -8261169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -8261165.000000 Penalty: 5628.170898
	Iteration 32Q: 3 clusters Score -8261165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -8261170.000000 Penalty: 5628.170898
	Iteration 33Q: 3 clusters Score -8261170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -8261170.000000 Penalty: 5628.170898
	Iteration 34F: 3 clusters Score -8261170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -288326.000000 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -288326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -285029.875000 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -285029.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -285700.281250 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -285700.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -285875.906250 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -285875.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -285987.000000 Penalty: 3976.584473
	Iteration 3F: 3 clusters Score -285987 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -286053.156250 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -286053.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -286098.531250 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -286098.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -286129.062500 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -286129.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -286153.156250 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -286153.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -286171.906250 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -286171.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286186.781250 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -286186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -286199.281250 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -286199.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -286207.718750 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -286207.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -286217.875000 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -286217.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -286229.250000 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -286229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -286239.531250 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -286239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -286247.781250 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -286247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -286254.937500 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -286254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -286261.875000 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -286261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -286268.156250 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -286268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -286273.218750 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -286273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -286276.906250 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -286276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -286277.375000 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -286277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -286279.593750 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -286279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -286280.875000 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -286280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -286282.156250 Penalty: 3976.584473
	Iteration 24Q: 3 clusters Score -286282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -286283.843750 Penalty: 3976.584473
	Iteration 25Q: 3 clusters Score -286283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -286285.625000 Penalty: 3976.584473
	Iteration 26Q: 3 clusters Score -286285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -286287.187500 Penalty: 3976.584473
	Iteration 27Q: 3 clusters Score -286287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -286288.625000 Penalty: 3976.584473
	Iteration 28Q: 3 clusters Score -286288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -286290.906250 Penalty: 3976.584473
	Iteration 29Q: 3 clusters Score -286290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -286295.718750 Penalty: 3976.584473
	Iteration 30Q: 3 clusters Score -286295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -286303.125000 Penalty: 3976.584473
	Iteration 31Q: 3 clusters Score -286303.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -286312.562500 Penalty: 3976.584473
	Iteration 32Q: 3 clusters Score -286312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -286319.906250 Penalty: 3976.584473
	Iteration 33Q: 3 clusters Score -286319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -286322.375000 Penalty: 3976.584473
	Iteration 34Q: 3 clusters Score -286322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -286324.781250 Penalty: 3976.584473
	Iteration 35Q: 3 clusters Score -286324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -286326.250000 Penalty: 3976.584473
	Iteration 36Q: 3 clusters Score -286326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -286328.531250 Penalty: 3976.584473
	Iteration 37Q: 3 clusters Score -286328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -286332.250000 Penalty: 3976.584473
	Iteration 38Q: 3 clusters Score -286332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -286335.218750 Penalty: 3976.584473
	Iteration 39Q: 3 clusters Score -286335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -286337.062500 Penalty: 3976.584473
	Iteration 40F: 3 clusters Score -286337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -286339.156250 Penalty: 3976.584473
	Iteration 41Q: 3 clusters Score -286339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -286340.656250 Penalty: 3976.584473
	Iteration 42Q: 3 clusters Score -286340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -286342.375000 Penalty: 3976.584473
	Iteration 43Q: 3 clusters Score -286342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -286343.093750 Penalty: 3976.584473
	Iteration 44Q: 3 clusters Score -286343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -286345.125000 Penalty: 3976.584473
	Iteration 45Q: 3 clusters Score -286345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -286347.437500 Penalty: 3976.584473
	Iteration 46Q: 3 clusters Score -286347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -286349.656250 Penalty: 3976.584473
	Iteration 47Q: 3 clusters Score -286349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -286351.281250 Penalty: 3976.584473
	Iteration 48Q: 3 clusters Score -286351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -286353.156250 Penalty: 3976.584473
	Iteration 49Q: 3 clusters Score -286353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -286355.156250 Penalty: 3976.584473
	Iteration 50Q: 3 clusters Score -286355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -286356.843750 Penalty: 3976.584473
	Iteration 51Q: 3 clusters Score -286356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -286357.000000 Penalty: 3976.584473
	Iteration 52Q: 3 clusters Score -286357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -286357.000000 Penalty: 3976.584473
	Iteration 53F: 3 clusters Score -286357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -103930.281250 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -103930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -101906.546875 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -101906.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102221.039062 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -102221 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102296.765625 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -102296.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102339.054688 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -102339.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102357.984375 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -102358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102379.226562 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -102379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102396.609375 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -102396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102403.531250 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -102403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102407.070312 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -102407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102407.726562 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -102407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102407.726562 Penalty: 3485.107666
	Iteration 10F: 3 clusters Score -102407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -388770.281250 Penalty: 2061.226807
	Iteration 0F: 2 clusters Score -388770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -384821.343750 Penalty: 4122.453613
	Iteration 0F: 3 clusters Score -384821.3 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -385764.406250 Penalty: 4122.453613
	Iteration 1F: 3 clusters Score -385764.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -386036.156250 Penalty: 4122.453613
	Iteration 2F: 3 clusters Score -386036.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -386270.812500 Penalty: 4122.453613
	Iteration 3F: 3 clusters Score -386270.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386499.687500 Penalty: 4122.453613
	Iteration 4F: 3 clusters Score -386499.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -386727.968750 Penalty: 4122.453613
	Iteration 5F: 3 clusters Score -386728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -386923.218750 Penalty: 4122.453613
	Iteration 6F: 3 clusters Score -386923.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -387075.312500 Penalty: 4122.453613
	Iteration 7Q: 3 clusters Score -387075.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -387175.718750 Penalty: 4122.453613
	Iteration 8Q: 3 clusters Score -387175.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -387249.531250 Penalty: 4122.453613
	Iteration 9Q: 3 clusters Score -387249.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -387290.437500 Penalty: 4122.453613
	Iteration 10Q: 3 clusters Score -387290.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -387321.250000 Penalty: 4122.453613
	Iteration 11Q: 3 clusters Score -387321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -387332.937500 Penalty: 4122.453613
	Iteration 12Q: 3 clusters Score -387332.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -387340.687500 Penalty: 4122.453613
	Iteration 13Q: 3 clusters Score -387340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -387344.218750 Penalty: 4122.453613
	Iteration 14Q: 3 clusters Score -387344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -387344.218750 Penalty: 4122.453613
	Iteration 15Q: 3 clusters Score -387344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -387345.250000 Penalty: 4122.453613
	Iteration 16Q: 3 clusters Score -387345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -387346.531250 Penalty: 4122.453613
	Iteration 17Q: 3 clusters Score -387346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -387347.187500 Penalty: 4122.453613
	Iteration 18Q: 3 clusters Score -387347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -387347.187500 Penalty: 4122.453613
	Iteration 19F: 3 clusters Score -387347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Entering Unmasked Estep 
Score: -512662.531250 Penalty: 2167.920898
	Iteration 0F: 2 clusters Score -512662.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -507356.375000 Penalty: 4335.841797
	Iteration 0F: 3 clusters Score -507356.4 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -508800.843750 Penalty: 4335.841797
	Iteration 1F: 3 clusters Score -508800.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -509134.375000 Penalty: 4335.841797
	Iteration 2F: 3 clusters Score -509134.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -509383.718750 Penalty: 4335.841797
	Iteration 3F: 3 clusters Score -509383.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -509592.718750 Penalty: 4335.841797
	Iteration 4Q: 3 clusters Score -509592.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -509752.156250 Penalty: 4335.841797
	Iteration 5Q: 3 clusters Score -509752.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -509911.187500 Penalty: 4335.841797
	Iteration 6Q: 3 clusters Score -509911.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -510069.031250 Penalty: 4335.841797
	Iteration 7Q: 3 clusters Score -510069 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -510213.968750 Penalty: 4335.841797
	Iteration 8Q: 3 clusters Score -510214 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -510341.062500 Penalty: 4335.841797
	Iteration 9Q: 3 clusters Score -510341.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -510428.375000 Penalty: 4335.841797
	Iteration 10Q: 3 clusters Score -510428.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -510496.562500 Penalty: 4335.841797
	Iteration 11Q: 3 clusters Score -510496.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -510568.593750 Penalty: 4335.841797
	Iteration 12Q: 3 clusters Score -510568.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -510645.656250 Penalty: 4335.841797
	Iteration 13Q: 3 clusters Score -510645.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -510710.968750 Penalty: 4335.841797
	Iteration 14Q: 3 clusters Score -510711 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -510754.687500 Penalty: 4335.841797
	Iteration 15Q: 3 clusters Score -510754.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -510807.781250 Penalty: 4335.841797
	Iteration 16Q: 3 clusters Score -510807.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -510847.187500 Penalty: 4335.841797
	Iteration 17Q: 3 clusters Score -510847.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -510868.281250 Penalty: 4335.841797
	Iteration 18Q: 3 clusters Score -510868.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -510886.750000 Penalty: 4335.841797
	Iteration 19Q: 3 clusters Score -510886.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -510907.250000 Penalty: 4335.841797
	Iteration 20F: 3 clusters Score -510907.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -510924.593750 Penalty: 4335.841797
	Iteration 21Q: 3 clusters Score -510924.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -510938.718750 Penalty: 4335.841797
	Iteration 22Q: 3 clusters Score -510938.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -510945.343750 Penalty: 4335.841797
	Iteration 23Q: 3 clusters Score -510945.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -510952.125000 Penalty: 4335.841797
	Iteration 24Q: 3 clusters Score -510952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -510956.250000 Penalty: 4335.841797
	Iteration 25Q: 3 clusters Score -510956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -510959.156250 Penalty: 4335.841797
	Iteration 26Q: 3 clusters Score -510959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -510961.656250 Penalty: 4335.841797
	Iteration 27Q: 3 clusters Score -510961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -510963.375000 Penalty: 4335.841797
	Iteration 28Q: 3 clusters Score -510963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -510965.468750 Penalty: 4335.841797
	Iteration 29Q: 3 clusters Score -510965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -510967.187500 Penalty: 4335.841797
	Iteration 30Q: 3 clusters Score -510967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -510968.031250 Penalty: 4335.841797
	Iteration 31Q: 3 clusters Score -510968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -510968.500000 Penalty: 4335.841797
	Iteration 32Q: 3 clusters Score -510968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -510970.406250 Penalty: 4335.841797
	Iteration 33Q: 3 clusters Score -510970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -510973.000000 Penalty: 4335.841797
	Iteration 34Q: 3 clusters Score -510973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -510975.968750 Penalty: 4335.841797
	Iteration 35Q: 3 clusters Score -510976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -510976.375000 Penalty: 4335.841797
	Iteration 36Q: 3 clusters Score -510976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -510979.000000 Penalty: 4335.841797
	Iteration 37Q: 3 clusters Score -510979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -510982.312500 Penalty: 4335.841797
	Iteration 38Q: 3 clusters Score -510982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -510986.031250 Penalty: 4335.841797
	Iteration 39Q: 3 clusters Score -510986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -510988.625000 Penalty: 4335.841797
	Iteration 40F: 3 clusters Score -510988.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -510991.843750 Penalty: 4335.841797
	Iteration 41Q: 3 clusters Score -510991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -510992.937500 Penalty: 4335.841797
	Iteration 42Q: 3 clusters Score -510992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -510993.125000 Penalty: 4335.841797
	Iteration 43Q: 3 clusters Score -510993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -510994.906250 Penalty: 4335.841797
	Iteration 44Q: 3 clusters Score -510994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -510995.875000 Penalty: 4335.841797
	Iteration 45Q: 3 clusters Score -510995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -510998.625000 Penalty: 4335.841797
	Iteration 46Q: 3 clusters Score -510998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -510999.437500 Penalty: 4335.841797
	Iteration 47Q: 3 clusters Score -510999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -511001.125000 Penalty: 4335.841797
	Iteration 48Q: 3 clusters Score -511001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -511001.656250 Penalty: 4335.841797
	Iteration 49Q: 3 clusters Score -511001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -511003.437500 Penalty: 4335.841797
	Iteration 50Q: 3 clusters Score -511003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -511003.875000 Penalty: 4335.841797
	Iteration 51Q: 3 clusters Score -511003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -511005.562500 Penalty: 4335.841797
	Iteration 52Q: 3 clusters Score -511005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -511006.687500 Penalty: 4335.841797
	Iteration 53Q: 3 clusters Score -511006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -511006.843750 Penalty: 4335.841797
	Iteration 54Q: 3 clusters Score -511006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -511006.843750 Penalty: 4335.841797
	Iteration 55F: 3 clusters Score -511006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -355266.187500 Penalty: 2038.726807
	Iteration 0F: 2 clusters Score -355266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -351608.500000 Penalty: 4077.453613
	Iteration 0F: 3 clusters Score -351608.5 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -352392.125000 Penalty: 4077.453613
	Iteration 1F: 3 clusters Score -352392.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -352552.750000 Penalty: 4077.453613
	Iteration 2F: 3 clusters Score -352552.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -352651.187500 Penalty: 4077.453613
	Iteration 3Q: 3 clusters Score -352651.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -352731.125000 Penalty: 4077.453613
	Iteration 4Q: 3 clusters Score -352731.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -352789.906250 Penalty: 4077.453613
	Iteration 5Q: 3 clusters Score -352789.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -352835.843750 Penalty: 4077.453613
	Iteration 6Q: 3 clusters Score -352835.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -352885.593750 Penalty: 4077.453613
	Iteration 7Q: 3 clusters Score -352885.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -352939.156250 Penalty: 4077.453613
	Iteration 8Q: 3 clusters Score -352939.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -352997.093750 Penalty: 4077.453613
	Iteration 9Q: 3 clusters Score -352997.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -353058.406250 Penalty: 4077.453613
	Iteration 10Q: 3 clusters Score -353058.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -353120.843750 Penalty: 4077.453613
	Iteration 11Q: 3 clusters Score -353120.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -353170.593750 Penalty: 4077.453613
	Iteration 12Q: 3 clusters Score -353170.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -353229.312500 Penalty: 4077.453613
	Iteration 13Q: 3 clusters Score -353229.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -353281.812500 Penalty: 4077.453613
	Iteration 14Q: 3 clusters Score -353281.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -353330.750000 Penalty: 4077.453613
	Iteration 15Q: 3 clusters Score -353330.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -353368.218750 Penalty: 4077.453613
	Iteration 16Q: 3 clusters Score -353368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -353408.437500 Penalty: 4077.453613
	Iteration 17Q: 3 clusters Score -353408.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -353462.687500 Penalty: 4077.453613
	Iteration 18Q: 3 clusters Score -353462.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -353524.250000 Penalty: 4077.453613
	Iteration 19Q: 3 clusters Score -353524.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -353645.125000 Penalty: 4077.453613
	Iteration 20F: 3 clusters Score -353645.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -353820.250000 Penalty: 4077.453613
	Iteration 21Q: 3 clusters Score -353820.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -354020.218750 Penalty: 4077.453613
	Iteration 22Q: 3 clusters Score -354020.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -354322.031250 Penalty: 4077.453613
	Iteration 23Q: 3 clusters Score -354322 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -354669.093750 Penalty: 4077.453613
	Iteration 24Q: 3 clusters Score -354669.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -355134.937500 Penalty: 4077.453613
	Iteration 25Q: 3 clusters Score -355134.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -355411.687500 Penalty: 4077.453613
	Iteration 26Q: 3 clusters Score -355411.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -355438.562500 Penalty: 4077.453613
	Iteration 27Q: 3 clusters Score -355438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -355440.968750 Penalty: 4077.453613
	Iteration 28Q: 3 clusters Score -355441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -355443.343750 Penalty: 4077.453613
	Iteration 29Q: 3 clusters Score -355443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -355444.687500 Penalty: 4077.453613
	Iteration 30Q: 3 clusters Score -355444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -355444.687500 Penalty: 4077.453613
	Iteration 31F: 3 clusters Score -355444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 2198 members 
Entering Unmasked Estep 
Score: -84136592.000000 Penalty: 207598.437500
Splitting cluster 29 changes total score from -84137832.000000 to -84136592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -338308.062500 Penalty: 2026.556641
	Iteration 0F: 2 clusters Score -338308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -334802.875000 Penalty: 4053.113281
	Iteration 0F: 3 clusters Score -334802.9 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -335702.000000 Penalty: 4053.113281
	Iteration 1F: 3 clusters Score -335702 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -336041.031250 Penalty: 4053.113281
	Iteration 2F: 3 clusters Score -336041 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -336335.718750 Penalty: 4053.113281
	Iteration 3F: 3 clusters Score -336335.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -336670.093750 Penalty: 4053.113281
	Iteration 4F: 3 clusters Score -336670.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -336932.000000 Penalty: 4053.113281
	Iteration 5F: 3 clusters Score -336932 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -337092.093750 Penalty: 4053.113281
	Iteration 6Q: 3 clusters Score -337092.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -337192.031250 Penalty: 4053.113281
	Iteration 7Q: 3 clusters Score -337192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -337271.437500 Penalty: 4053.113281
	Iteration 8Q: 3 clusters Score -337271.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -337309.156250 Penalty: 4053.113281
	Iteration 9Q: 3 clusters Score -337309.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -337333.500000 Penalty: 4053.113281
	Iteration 10Q: 3 clusters Score -337333.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -337353.687500 Penalty: 4053.113281
	Iteration 11Q: 3 clusters Score -337353.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -337367.687500 Penalty: 4053.113281
	Iteration 12Q: 3 clusters Score -337367.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337385.187500 Penalty: 4053.113281
	Iteration 13Q: 3 clusters Score -337385.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -337398.250000 Penalty: 4053.113281
	Iteration 14Q: 3 clusters Score -337398.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -337404.343750 Penalty: 4053.113281
	Iteration 15Q: 3 clusters Score -337404.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -337409.656250 Penalty: 4053.113281
	Iteration 16Q: 3 clusters Score -337409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -337414.406250 Penalty: 4053.113281
	Iteration 17Q: 3 clusters Score -337414.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -337418.625000 Penalty: 4053.113281
	Iteration 18Q: 3 clusters Score -337418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -337421.937500 Penalty: 4053.113281
	Iteration 19Q: 3 clusters Score -337421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -337423.781250 Penalty: 4053.113281
	Iteration 20F: 3 clusters Score -337423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -337427.156250 Penalty: 4053.113281
	Iteration 21Q: 3 clusters Score -337427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -337431.156250 Penalty: 4053.113281
	Iteration 22Q: 3 clusters Score -337431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -337433.406250 Penalty: 4053.113281
	Iteration 23Q: 3 clusters Score -337433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337434.343750 Penalty: 4053.113281
	Iteration 24Q: 3 clusters Score -337434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -337435.187500 Penalty: 4053.113281
	Iteration 25Q: 3 clusters Score -337435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337436.000000 Penalty: 4053.113281
	Iteration 26Q: 3 clusters Score -337436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -337437.562500 Penalty: 4053.113281
	Iteration 27Q: 3 clusters Score -337437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -337437.562500 Penalty: 4053.113281
	Iteration 28F: 3 clusters Score -337437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (36682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Entering Unmasked Estep 
Score: -3601847.250000 Penalty: 2606.490234
	Iteration 0F: 2 clusters Score -3601847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3577087.750000 Penalty: 5212.980469
	Iteration 0F: 3 clusters Score -3577088 nChanged 16696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3586417.000000 Penalty: 5212.980469
	Iteration 1F: 3 clusters Score -3586417 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3587334.250000 Penalty: 5212.980469
	Iteration 2F: 3 clusters Score -3587334 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3588595.000000 Penalty: 5212.980469
	Iteration 3F: 3 clusters Score -3588595 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3590162.750000 Penalty: 5212.980469
	Iteration 4F: 3 clusters Score -3590163 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3592068.500000 Penalty: 5212.980469
	Iteration 5F: 3 clusters Score -3592068 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3594117.000000 Penalty: 5212.980469
	Iteration 6F: 3 clusters Score -3594117 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3596004.500000 Penalty: 5212.980469
	Iteration 7F: 3 clusters Score -3596004 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3597452.500000 Penalty: 5212.980469
	Iteration 8Q: 3 clusters Score -3597452 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -3598420.500000 Penalty: 5212.980469
	Iteration 9Q: 3 clusters Score -3598420 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -3598903.250000 Penalty: 5212.980469
	Iteration 10Q: 3 clusters Score -3598903 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -3599148.500000 Penalty: 5212.980469
	Iteration 11Q: 3 clusters Score -3599148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -3599298.000000 Penalty: 5212.980469
	Iteration 12Q: 3 clusters Score -3599298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3599386.750000 Penalty: 5212.980469
	Iteration 13Q: 3 clusters Score -3599387 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -3599431.250000 Penalty: 5212.980469
	Iteration 14Q: 3 clusters Score -3599431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3599449.750000 Penalty: 5212.980469
	Iteration 15Q: 3 clusters Score -3599450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3599477.250000 Penalty: 5212.980469
	Iteration 16Q: 3 clusters Score -3599477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -3599506.500000 Penalty: 5212.980469
	Iteration 17Q: 3 clusters Score -3599506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -3599521.500000 Penalty: 5212.980469
	Iteration 18Q: 3 clusters Score -3599522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3599548.250000 Penalty: 5212.980469
	Iteration 19Q: 3 clusters Score -3599548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3599566.750000 Penalty: 5212.980469
	Iteration 20F: 3 clusters Score -3599567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -3599580.250000 Penalty: 5212.980469
	Iteration 21Q: 3 clusters Score -3599580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3599585.750000 Penalty: 5212.980469
	Iteration 22Q: 3 clusters Score -3599586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -3599597.250000 Penalty: 5212.980469
	Iteration 23Q: 3 clusters Score -3599597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3599599.500000 Penalty: 5212.980469
	Iteration 24Q: 3 clusters Score -3599600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -3599600.750000 Penalty: 5212.980469
	Iteration 25Q: 3 clusters Score -3599601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -3599607.750000 Penalty: 5212.980469
	Iteration 26Q: 3 clusters Score -3599608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -3599602.750000 Penalty: 5212.980469
	Iteration 27Q: 3 clusters Score -3599603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -3599607.250000 Penalty: 5212.980469
	Iteration 28Q: 3 clusters Score -3599607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -3599610.250000 Penalty: 5212.980469
	Iteration 29Q: 3 clusters Score -3599610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -3599611.250000 Penalty: 5212.980469
	Iteration 30Q: 3 clusters Score -3599611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -3599615.000000 Penalty: 5212.980469
	Iteration 31Q: 3 clusters Score -3599615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -3599623.250000 Penalty: 5212.980469
	Iteration 32Q: 3 clusters Score -3599623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3599629.500000 Penalty: 5212.980469
	Iteration 33Q: 3 clusters Score -3599630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3599632.250000 Penalty: 5212.980469
	Iteration 34Q: 3 clusters Score -3599632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -3599627.000000 Penalty: 5212.980469
	Iteration 35Q: 3 clusters Score -3599627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3599633.500000 Penalty: 5212.980469
	Iteration 36Q: 3 clusters Score -3599634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -3599627.750000 Penalty: 5212.980469
	Iteration 37Q: 3 clusters Score -3599628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3599628.500000 Penalty: 5212.980469
	Iteration 38Q: 3 clusters Score -3599628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -3599630.500000 Penalty: 5212.980469
	Iteration 39Q: 3 clusters Score -3599630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3599633.000000 Penalty: 5212.980469
	Iteration 40F: 3 clusters Score -3599633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -3599636.250000 Penalty: 5212.980469
	Iteration 41Q: 3 clusters Score -3599636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3599638.750000 Penalty: 5212.980469
	Iteration 42Q: 3 clusters Score -3599639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -3599637.500000 Penalty: 5212.980469
	Iteration 43Q: 3 clusters Score -3599638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -3599638.750000 Penalty: 5212.980469
	Iteration 44Q: 3 clusters Score -3599639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3599640.250000 Penalty: 5212.980469
	Iteration 45Q: 3 clusters Score -3599640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -3599637.750000 Penalty: 5212.980469
	Iteration 46Q: 3 clusters Score -3599638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -3599637.500000 Penalty: 5212.980469
	Iteration 47Q: 3 clusters Score -3599638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3599637.750000 Penalty: 5212.980469
	Iteration 48Q: 3 clusters Score -3599638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -3599638.250000 Penalty: 5212.980469
	Iteration 49Q: 3 clusters Score -3599638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -3599636.000000 Penalty: 5212.980469
	Iteration 50Q: 3 clusters Score -3599636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -3599637.500000 Penalty: 5212.980469
	Iteration 51Q: 3 clusters Score -3599638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -3599638.250000 Penalty: 5212.980469
	Iteration 52Q: 3 clusters Score -3599638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3599640.250000 Penalty: 5212.980469
	Iteration 53Q: 3 clusters Score -3599640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -3599642.000000 Penalty: 5212.980469
	Iteration 54Q: 3 clusters Score -3599642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -3599642.000000 Penalty: 5212.980469
	Iteration 55Q: 3 clusters Score -3599642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -3599643.250000 Penalty: 5212.980469
	Iteration 56Q: 3 clusters Score -3599643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3599644.250000 Penalty: 5212.980469
	Iteration 57Q: 3 clusters Score -3599644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3599644.250000 Penalty: 5212.980469
	Iteration 58F: 3 clusters Score -3599644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -74318.250000 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -74318.25 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 398 members 
Entering Unmasked Estep 
Score: -72533.687500 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -72533.69 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72820.453125 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -72820.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72937.367188 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -72937.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73012.828125 Penalty: 3338.584961
	Iteration 3Q: 3 clusters Score -73012.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73076.328125 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -73076.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73159.937500 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -73159.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73256.851562 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -73256.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -73396.257812 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -73396.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73482.312500 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -73482.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73524.687500 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -73524.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73536.468750 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -73536.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73547.070312 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -73547.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73555.109375 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -73555.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73558.046875 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -73558.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73564.250000 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -73564.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73570.367188 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -73570.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73584.843750 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -73584.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73606.062500 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -73606.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73615.914062 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -73615.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73629.585938 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -73629.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73646.484375 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -73646.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73656.289062 Penalty: 3338.584961
	Iteration 21Q: 3 clusters Score -73656.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73662.617188 Penalty: 3338.584961
	Iteration 22Q: 3 clusters Score -73662.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -73669.695312 Penalty: 3338.584961
	Iteration 23Q: 3 clusters Score -73669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73673.234375 Penalty: 3338.584961
	Iteration 24Q: 3 clusters Score -73673.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73677.609375 Penalty: 3338.584961
	Iteration 25Q: 3 clusters Score -73677.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73679.765625 Penalty: 3338.584961
	Iteration 26Q: 3 clusters Score -73679.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73680.742188 Penalty: 3338.584961
	Iteration 27Q: 3 clusters Score -73680.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73682.671875 Penalty: 3338.584961
	Iteration 28Q: 3 clusters Score -73682.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73682.671875 Penalty: 3338.584961
	Iteration 29F: 3 clusters Score -73682.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -1605188.625000 Penalty: 2397.997803
	Iteration 0F: 2 clusters Score -1605189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1593729.875000 Penalty: 4795.995605
	Iteration 0F: 3 clusters Score -1593730 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1597473.375000 Penalty: 4795.995605
	Iteration 1F: 3 clusters Score -1597473 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1597812.500000 Penalty: 4795.995605
	Iteration 2F: 3 clusters Score -1597812 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1598049.375000 Penalty: 4795.995605
	Iteration 3Q: 3 clusters Score -1598049 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1598214.875000 Penalty: 4795.995605
	Iteration 4Q: 3 clusters Score -1598215 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1598374.000000 Penalty: 4795.995605
	Iteration 5Q: 3 clusters Score -1598374 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1598518.000000 Penalty: 4795.995605
	Iteration 6Q: 3 clusters Score -1598518 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1598689.625000 Penalty: 4795.995605
	Iteration 7Q: 3 clusters Score -1598690 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1598854.125000 Penalty: 4795.995605
	Iteration 8Q: 3 clusters Score -1598854 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1599033.500000 Penalty: 4795.995605
	Iteration 9Q: 3 clusters Score -1599034 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1599240.250000 Penalty: 4795.995605
	Iteration 10Q: 3 clusters Score -1599240 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1599520.125000 Penalty: 4795.995605
	Iteration 11Q: 3 clusters Score -1599520 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1599927.375000 Penalty: 4795.995605
	Iteration 12Q: 3 clusters Score -1599927 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1600354.000000 Penalty: 4795.995605
	Iteration 13Q: 3 clusters Score -1600354 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1600788.375000 Penalty: 4795.995605
	Iteration 14Q: 3 clusters Score -1600788 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1601214.500000 Penalty: 4795.995605
	Iteration 15Q: 3 clusters Score -1601214 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1601565.875000 Penalty: 4795.995605
	Iteration 16Q: 3 clusters Score -1601566 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1601885.625000 Penalty: 4795.995605
	Iteration 17Q: 3 clusters Score -1601886 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1602154.375000 Penalty: 4795.995605
	Iteration 18Q: 3 clusters Score -1602154 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1602350.375000 Penalty: 4795.995605
	Iteration 19Q: 3 clusters Score -1602350 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1602505.125000 Penalty: 4795.995605
	Iteration 20F: 3 clusters Score -1602505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1602611.125000 Penalty: 4795.995605
	Iteration 21Q: 3 clusters Score -1602611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1602712.125000 Penalty: 4795.995605
	Iteration 22Q: 3 clusters Score -1602712 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1602783.125000 Penalty: 4795.995605
	Iteration 23Q: 3 clusters Score -1602783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1602845.500000 Penalty: 4795.995605
	Iteration 24Q: 3 clusters Score -1602846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1602894.375000 Penalty: 4795.995605
	Iteration 25Q: 3 clusters Score -1602894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1602925.750000 Penalty: 4795.995605
	Iteration 26Q: 3 clusters Score -1602926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1602961.750000 Penalty: 4795.995605
	Iteration 27Q: 3 clusters Score -1602962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1602985.500000 Penalty: 4795.995605
	Iteration 28Q: 3 clusters Score -1602986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1603005.250000 Penalty: 4795.995605
	Iteration 29Q: 3 clusters Score -1603005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1603022.750000 Penalty: 4795.995605
	Iteration 30Q: 3 clusters Score -1603023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1603039.500000 Penalty: 4795.995605
	Iteration 31Q: 3 clusters Score -1603040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1603068.000000 Penalty: 4795.995605
	Iteration 32Q: 3 clusters Score -1603068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1603088.375000 Penalty: 4795.995605
	Iteration 33Q: 3 clusters Score -1603088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1603107.125000 Penalty: 4795.995605
	Iteration 34Q: 3 clusters Score -1603107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1603115.250000 Penalty: 4795.995605
	Iteration 35Q: 3 clusters Score -1603115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1603124.750000 Penalty: 4795.995605
	Iteration 36Q: 3 clusters Score -1603125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1603137.625000 Penalty: 4795.995605
	Iteration 37Q: 3 clusters Score -1603138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1603147.375000 Penalty: 4795.995605
	Iteration 38Q: 3 clusters Score -1603147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1603169.125000 Penalty: 4795.995605
	Iteration 39Q: 3 clusters Score -1603169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1603180.125000 Penalty: 4795.995605
	Iteration 40F: 3 clusters Score -1603180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1603196.375000 Penalty: 4795.995605
	Iteration 41Q: 3 clusters Score -1603196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1603214.000000 Penalty: 4795.995605
	Iteration 42Q: 3 clusters Score -1603214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1603233.750000 Penalty: 4795.995605
	Iteration 43Q: 3 clusters Score -1603234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1603250.625000 Penalty: 4795.995605
	Iteration 44Q: 3 clusters Score -1603251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1603261.125000 Penalty: 4795.995605
	Iteration 45Q: 3 clusters Score -1603261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1603264.875000 Penalty: 4795.995605
	Iteration 46Q: 3 clusters Score -1603265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1603268.000000 Penalty: 4795.995605
	Iteration 47Q: 3 clusters Score -1603268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1603267.375000 Penalty: 4795.995605
	Iteration 48Q: 3 clusters Score -1603267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1603266.250000 Penalty: 4795.995605
	Iteration 49Q: 3 clusters Score -1603266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1603266.250000 Penalty: 4795.995605
	Iteration 50F: 3 clusters Score -1603266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1091013.500000 Penalty: 2304.967041
	Iteration 0F: 2 clusters Score -1091014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1082725.125000 Penalty: 4609.934082
	Iteration 0F: 3 clusters Score -1082725 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1085187.375000 Penalty: 4609.934082
	Iteration 1F: 3 clusters Score -1085187 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1085523.000000 Penalty: 4609.934082
	Iteration 2F: 3 clusters Score -1085523 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1085809.375000 Penalty: 4609.934082
	Iteration 3F: 3 clusters Score -1085809 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1086036.375000 Penalty: 4609.934082
	Iteration 4Q: 3 clusters Score -1086036 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1086209.625000 Penalty: 4609.934082
	Iteration 5Q: 3 clusters Score -1086210 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1086392.250000 Penalty: 4609.934082
	Iteration 6Q: 3 clusters Score -1086392 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1086576.000000 Penalty: 4609.934082
	Iteration 7Q: 3 clusters Score -1086576 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1086811.875000 Penalty: 4609.934082
	Iteration 8Q: 3 clusters Score -1086812 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1087099.250000 Penalty: 4609.934082
	Iteration 9Q: 3 clusters Score -1087099 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1087459.250000 Penalty: 4609.934082
	Iteration 10Q: 3 clusters Score -1087459 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1087875.375000 Penalty: 4609.934082
	Iteration 11F: 3 clusters Score -1087875 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1088257.375000 Penalty: 4609.934082
	Iteration 12Q: 3 clusters Score -1088257 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1088565.875000 Penalty: 4609.934082
	Iteration 13Q: 3 clusters Score -1088566 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1088823.125000 Penalty: 4609.934082
	Iteration 14Q: 3 clusters Score -1088823 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1089027.875000 Penalty: 4609.934082
	Iteration 15Q: 3 clusters Score -1089028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1089176.375000 Penalty: 4609.934082
	Iteration 16Q: 3 clusters Score -1089176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1089292.375000 Penalty: 4609.934082
	Iteration 17Q: 3 clusters Score -1089292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1089353.000000 Penalty: 4609.934082
	Iteration 18Q: 3 clusters Score -1089353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1089389.375000 Penalty: 4609.934082
	Iteration 19Q: 3 clusters Score -1089389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1089413.875000 Penalty: 4609.934082
	Iteration 20F: 3 clusters Score -1089414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1089432.125000 Penalty: 4609.934082
	Iteration 21Q: 3 clusters Score -1089432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1089446.625000 Penalty: 4609.934082
	Iteration 22Q: 3 clusters Score -1089447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1089457.250000 Penalty: 4609.934082
	Iteration 23Q: 3 clusters Score -1089457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1089466.500000 Penalty: 4609.934082
	Iteration 24Q: 3 clusters Score -1089466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1089477.000000 Penalty: 4609.934082
	Iteration 25Q: 3 clusters Score -1089477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1089481.500000 Penalty: 4609.934082
	Iteration 26Q: 3 clusters Score -1089482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1089484.875000 Penalty: 4609.934082
	Iteration 27Q: 3 clusters Score -1089485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1089487.125000 Penalty: 4609.934082
	Iteration 28Q: 3 clusters Score -1089487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1089493.375000 Penalty: 4609.934082
	Iteration 29Q: 3 clusters Score -1089493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1089499.250000 Penalty: 4609.934082
	Iteration 30Q: 3 clusters Score -1089499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1089502.125000 Penalty: 4609.934082
	Iteration 31Q: 3 clusters Score -1089502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1089501.250000 Penalty: 4609.934082
	Iteration 32Q: 3 clusters Score -1089501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1089504.000000 Penalty: 4609.934082
	Iteration 33Q: 3 clusters Score -1089504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1089505.875000 Penalty: 4609.934082
	Iteration 34Q: 3 clusters Score -1089506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1089506.125000 Penalty: 4609.934082
	Iteration 35Q: 3 clusters Score -1089506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1089506.125000 Penalty: 4609.934082
	Iteration 36F: 3 clusters Score -1089506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1321317.250000 Penalty: 2382.677734
	Iteration 0F: 2 clusters Score -1321317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1310589.500000 Penalty: 4765.355469
	Iteration 0F: 3 clusters Score -1310590 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1314035.875000 Penalty: 4765.355469
	Iteration 1F: 3 clusters Score -1314036 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1314501.375000 Penalty: 4765.355469
	Iteration 2F: 3 clusters Score -1314501 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1314981.750000 Penalty: 4765.355469
	Iteration 3F: 3 clusters Score -1314982 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1315525.875000 Penalty: 4765.355469
	Iteration 4F: 3 clusters Score -1315526 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1316064.375000 Penalty: 4765.355469
	Iteration 5F: 3 clusters Score -1316064 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1316606.750000 Penalty: 4765.355469
	Iteration 6F: 3 clusters Score -1316607 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1317111.500000 Penalty: 4765.355469
	Iteration 7Q: 3 clusters Score -1317112 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1317616.750000 Penalty: 4765.355469
	Iteration 8Q: 3 clusters Score -1317617 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1318088.500000 Penalty: 4765.355469
	Iteration 9Q: 3 clusters Score -1318088 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1318493.750000 Penalty: 4765.355469
	Iteration 10Q: 3 clusters Score -1318494 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1318764.000000 Penalty: 4765.355469
	Iteration 11Q: 3 clusters Score -1318764 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1318934.625000 Penalty: 4765.355469
	Iteration 12Q: 3 clusters Score -1318935 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1319057.625000 Penalty: 4765.355469
	Iteration 13Q: 3 clusters Score -1319058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1319118.250000 Penalty: 4765.355469
	Iteration 14Q: 3 clusters Score -1319118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1319170.625000 Penalty: 4765.355469
	Iteration 15Q: 3 clusters Score -1319171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1319209.250000 Penalty: 4765.355469
	Iteration 16Q: 3 clusters Score -1319209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1319243.125000 Penalty: 4765.355469
	Iteration 17Q: 3 clusters Score -1319243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1319273.625000 Penalty: 4765.355469
	Iteration 18Q: 3 clusters Score -1319274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1319298.375000 Penalty: 4765.355469
	Iteration 19Q: 3 clusters Score -1319298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1319326.750000 Penalty: 4765.355469
	Iteration 20F: 3 clusters Score -1319327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1319344.125000 Penalty: 4765.355469
	Iteration 21Q: 3 clusters Score -1319344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1319358.250000 Penalty: 4765.355469
	Iteration 22Q: 3 clusters Score -1319358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1319370.750000 Penalty: 4765.355469
	Iteration 23Q: 3 clusters Score -1319371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1319386.625000 Penalty: 4765.355469
	Iteration 24Q: 3 clusters Score -1319387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1319396.000000 Penalty: 4765.355469
	Iteration 25Q: 3 clusters Score -1319396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1319399.375000 Penalty: 4765.355469
	Iteration 26Q: 3 clusters Score -1319399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1319404.125000 Penalty: 4765.355469
	Iteration 27Q: 3 clusters Score -1319404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1319413.250000 Penalty: 4765.355469
	Iteration 28Q: 3 clusters Score -1319413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1319416.750000 Penalty: 4765.355469
	Iteration 29Q: 3 clusters Score -1319417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1319420.500000 Penalty: 4765.355469
	Iteration 30Q: 3 clusters Score -1319420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1319422.000000 Penalty: 4765.355469
	Iteration 31Q: 3 clusters Score -1319422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1319424.625000 Penalty: 4765.355469
	Iteration 32Q: 3 clusters Score -1319425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1319426.875000 Penalty: 4765.355469
	Iteration 33Q: 3 clusters Score -1319427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1319427.875000 Penalty: 4765.355469
	Iteration 34Q: 3 clusters Score -1319428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1319430.375000 Penalty: 4765.355469
	Iteration 35Q: 3 clusters Score -1319430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1319430.375000 Penalty: 4765.355469
	Iteration 36F: 3 clusters Score -1319430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -483306.593750 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -483306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -478409.718750 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -478409.7 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -479709.187500 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -479709.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -480011.812500 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -480011.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -480248.062500 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -480248.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -480479.312500 Penalty: 4281.093262
	Iteration 4F: 3 clusters Score -480479.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -480732.531250 Penalty: 4281.093262
	Iteration 5F: 3 clusters Score -480732.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -480976.218750 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -480976.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -481159.781250 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -481159.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -481286.843750 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -481286.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -481394.406250 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -481394.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -481476.593750 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -481476.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -481533.250000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -481533.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -481581.656250 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -481581.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -481635.812500 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -481635.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -481693.687500 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -481693.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -481746.093750 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -481746.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -481796.812500 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -481796.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -481831.937500 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -481831.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -481857.531250 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -481857.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -481874.500000 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -481874.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -481888.312500 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -481888.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -481897.000000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -481897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -481909.312500 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -481909.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -481918.156250 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -481918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -481924.093750 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -481924.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -481931.343750 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -481931.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -481934.531250 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -481934.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -481939.125000 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -481939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -481944.812500 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -481944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -481951.375000 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -481951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -481954.656250 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -481954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -481958.250000 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -481958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -481961.375000 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -481961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -481962.531250 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -481962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -481964.687500 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -481964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -481965.312500 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -481965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -481965.687500 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -481965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -481968.343750 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -481968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -481970.812500 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -481970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -481971.375000 Penalty: 4281.093262
	Iteration 39Q: 3 clusters Score -481971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481973.750000 Penalty: 4281.093262
	Iteration 40F: 3 clusters Score -481973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -481975.187500 Penalty: 4281.093262
	Iteration 41Q: 3 clusters Score -481975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481977.906250 Penalty: 4281.093262
	Iteration 42Q: 3 clusters Score -481977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -481980.125000 Penalty: 4281.093262
	Iteration 43Q: 3 clusters Score -481980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481980.593750 Penalty: 4281.093262
	Iteration 44Q: 3 clusters Score -481980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481980.593750 Penalty: 4281.093262
	Iteration 45F: 3 clusters Score -481980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -721247.937500 Penalty: 2229.598633
	Iteration 0F: 2 clusters Score -721247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -714913.375000 Penalty: 4459.197266
	Iteration 0F: 3 clusters Score -714913.4 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -716864.312500 Penalty: 4459.197266
	Iteration 1F: 3 clusters Score -716864.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -717361.437500 Penalty: 4459.197266
	Iteration 2F: 3 clusters Score -717361.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -717764.437500 Penalty: 4459.197266
	Iteration 3F: 3 clusters Score -717764.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -718091.000000 Penalty: 4459.197266
	Iteration 4F: 3 clusters Score -718091 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -718367.937500 Penalty: 4459.197266
	Iteration 5F: 3 clusters Score -718367.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -718626.375000 Penalty: 4459.197266
	Iteration 6Q: 3 clusters Score -718626.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -718862.687500 Penalty: 4459.197266
	Iteration 7Q: 3 clusters Score -718862.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -719050.062500 Penalty: 4459.197266
	Iteration 8Q: 3 clusters Score -719050.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -719223.187500 Penalty: 4459.197266
	Iteration 9Q: 3 clusters Score -719223.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -719360.375000 Penalty: 4459.197266
	Iteration 10Q: 3 clusters Score -719360.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -719471.437500 Penalty: 4459.197266
	Iteration 11Q: 3 clusters Score -719471.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -719564.937500 Penalty: 4459.197266
	Iteration 12Q: 3 clusters Score -719564.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -719631.375000 Penalty: 4459.197266
	Iteration 13Q: 3 clusters Score -719631.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -719691.250000 Penalty: 4459.197266
	Iteration 14Q: 3 clusters Score -719691.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -719756.687500 Penalty: 4459.197266
	Iteration 15Q: 3 clusters Score -719756.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -719820.812500 Penalty: 4459.197266
	Iteration 16Q: 3 clusters Score -719820.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -719885.000000 Penalty: 4459.197266
	Iteration 17Q: 3 clusters Score -719885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -719936.375000 Penalty: 4459.197266
	Iteration 18Q: 3 clusters Score -719936.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -719975.937500 Penalty: 4459.197266
	Iteration 19Q: 3 clusters Score -719975.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -720004.312500 Penalty: 4459.197266
	Iteration 20F: 3 clusters Score -720004.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -720035.187500 Penalty: 4459.197266
	Iteration 21Q: 3 clusters Score -720035.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -720067.125000 Penalty: 4459.197266
	Iteration 22Q: 3 clusters Score -720067.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -720086.875000 Penalty: 4459.197266
	Iteration 23Q: 3 clusters Score -720086.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -720099.875000 Penalty: 4459.197266
	Iteration 24Q: 3 clusters Score -720099.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -720109.687500 Penalty: 4459.197266
	Iteration 25Q: 3 clusters Score -720109.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -720118.187500 Penalty: 4459.197266
	Iteration 26Q: 3 clusters Score -720118.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -720127.875000 Penalty: 4459.197266
	Iteration 27Q: 3 clusters Score -720127.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -720138.875000 Penalty: 4459.197266
	Iteration 28Q: 3 clusters Score -720138.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -720146.125000 Penalty: 4459.197266
	Iteration 29Q: 3 clusters Score -720146.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -720151.312500 Penalty: 4459.197266
	Iteration 30Q: 3 clusters Score -720151.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -720157.625000 Penalty: 4459.197266
	Iteration 31Q: 3 clusters Score -720157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -720163.000000 Penalty: 4459.197266
	Iteration 32Q: 3 clusters Score -720163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -720165.875000 Penalty: 4459.197266
	Iteration 33Q: 3 clusters Score -720165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -720169.000000 Penalty: 4459.197266
	Iteration 34Q: 3 clusters Score -720169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -720170.812500 Penalty: 4459.197266
	Iteration 35Q: 3 clusters Score -720170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -720174.750000 Penalty: 4459.197266
	Iteration 36Q: 3 clusters Score -720174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -720177.937500 Penalty: 4459.197266
	Iteration 37Q: 3 clusters Score -720177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -720179.562500 Penalty: 4459.197266
	Iteration 38Q: 3 clusters Score -720179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -720180.000000 Penalty: 4459.197266
	Iteration 39Q: 3 clusters Score -720180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -720181.375000 Penalty: 4459.197266
	Iteration 40F: 3 clusters Score -720181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -720182.187500 Penalty: 4459.197266
	Iteration 41Q: 3 clusters Score -720182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -720181.937500 Penalty: 4459.197266
	Iteration 42Q: 3 clusters Score -720181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -720181.937500 Penalty: 4459.197266
	Iteration 43F: 3 clusters Score -720181.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Entering Unmasked Estep 
Score: -2044481.250000 Penalty: 2476.719238
	Iteration 0F: 2 clusters Score -2044481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2029318.625000 Penalty: 4953.438477
	Iteration 0F: 3 clusters Score -2029319 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2034634.625000 Penalty: 4953.438477
	Iteration 1F: 3 clusters Score -2034635 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2035287.875000 Penalty: 4953.438477
	Iteration 2F: 3 clusters Score -2035288 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2036023.375000 Penalty: 4953.438477
	Iteration 3F: 3 clusters Score -2036023 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2036820.625000 Penalty: 4953.438477
	Iteration 4F: 3 clusters Score -2036821 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2037622.500000 Penalty: 4953.438477
	Iteration 5F: 3 clusters Score -2037622 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2038323.125000 Penalty: 4953.438477
	Iteration 6F: 3 clusters Score -2038323 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2038959.000000 Penalty: 4953.438477
	Iteration 7F: 3 clusters Score -2038959 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2039479.625000 Penalty: 4953.438477
	Iteration 8Q: 3 clusters Score -2039480 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2039909.375000 Penalty: 4953.438477
	Iteration 9Q: 3 clusters Score -2039909 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2040282.125000 Penalty: 4953.438477
	Iteration 10Q: 3 clusters Score -2040282 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2040590.625000 Penalty: 4953.438477
	Iteration 11Q: 3 clusters Score -2040591 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2040892.000000 Penalty: 4953.438477
	Iteration 12Q: 3 clusters Score -2040892 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2041183.750000 Penalty: 4953.438477
	Iteration 13Q: 3 clusters Score -2041184 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2041450.125000 Penalty: 4953.438477
	Iteration 14Q: 3 clusters Score -2041450 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2041671.750000 Penalty: 4953.438477
	Iteration 15Q: 3 clusters Score -2041672 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2041883.000000 Penalty: 4953.438477
	Iteration 16Q: 3 clusters Score -2041883 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2042036.625000 Penalty: 4953.438477
	Iteration 17Q: 3 clusters Score -2042037 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2042180.750000 Penalty: 4953.438477
	Iteration 18Q: 3 clusters Score -2042181 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2042284.250000 Penalty: 4953.438477
	Iteration 19Q: 3 clusters Score -2042284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2042358.125000 Penalty: 4953.438477
	Iteration 20F: 3 clusters Score -2042358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2042399.500000 Penalty: 4953.438477
	Iteration 21Q: 3 clusters Score -2042400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2042427.875000 Penalty: 4953.438477
	Iteration 22Q: 3 clusters Score -2042428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2042441.250000 Penalty: 4953.438477
	Iteration 23Q: 3 clusters Score -2042441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2042459.250000 Penalty: 4953.438477
	Iteration 24Q: 3 clusters Score -2042459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2042482.500000 Penalty: 4953.438477
	Iteration 25Q: 3 clusters Score -2042482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2042490.125000 Penalty: 4953.438477
	Iteration 26Q: 3 clusters Score -2042490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2042495.375000 Penalty: 4953.438477
	Iteration 27Q: 3 clusters Score -2042495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2042499.500000 Penalty: 4953.438477
	Iteration 28Q: 3 clusters Score -2042500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2042509.250000 Penalty: 4953.438477
	Iteration 29Q: 3 clusters Score -2042509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2042509.750000 Penalty: 4953.438477
	Iteration 30Q: 3 clusters Score -2042510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2042513.375000 Penalty: 4953.438477
	Iteration 31Q: 3 clusters Score -2042513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2042520.625000 Penalty: 4953.438477
	Iteration 32Q: 3 clusters Score -2042521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2042524.625000 Penalty: 4953.438477
	Iteration 33Q: 3 clusters Score -2042525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2042527.375000 Penalty: 4953.438477
	Iteration 34Q: 3 clusters Score -2042527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2042529.125000 Penalty: 4953.438477
	Iteration 35Q: 3 clusters Score -2042529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2042537.000000 Penalty: 4953.438477
	Iteration 36Q: 3 clusters Score -2042537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2042541.625000 Penalty: 4953.438477
	Iteration 37Q: 3 clusters Score -2042542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2042542.125000 Penalty: 4953.438477
	Iteration 38Q: 3 clusters Score -2042542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2042546.500000 Penalty: 4953.438477
	Iteration 39Q: 3 clusters Score -2042546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2042547.375000 Penalty: 4953.438477
	Iteration 40F: 3 clusters Score -2042547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2042546.875000 Penalty: 4953.438477
	Iteration 41Q: 3 clusters Score -2042547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2042547.750000 Penalty: 4953.438477
	Iteration 42Q: 3 clusters Score -2042548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2042552.375000 Penalty: 4953.438477
	Iteration 43Q: 3 clusters Score -2042552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2042551.625000 Penalty: 4953.438477
	Iteration 44Q: 3 clusters Score -2042552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2042553.625000 Penalty: 4953.438477
	Iteration 45Q: 3 clusters Score -2042554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2042556.625000 Penalty: 4953.438477
	Iteration 46Q: 3 clusters Score -2042557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2042556.750000 Penalty: 4953.438477
	Iteration 47Q: 3 clusters Score -2042557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2042563.125000 Penalty: 4953.438477
	Iteration 48Q: 3 clusters Score -2042563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2042560.250000 Penalty: 4953.438477
	Iteration 49Q: 3 clusters Score -2042560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2042562.375000 Penalty: 4953.438477
	Iteration 50Q: 3 clusters Score -2042562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2042565.750000 Penalty: 4953.438477
	Iteration 51Q: 3 clusters Score -2042566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2042567.000000 Penalty: 4953.438477
	Iteration 52Q: 3 clusters Score -2042567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2042567.250000 Penalty: 4953.438477
	Iteration 53Q: 3 clusters Score -2042567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2042568.250000 Penalty: 4953.438477
	Iteration 54Q: 3 clusters Score -2042568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2042566.125000 Penalty: 4953.438477
	Iteration 55Q: 3 clusters Score -2042566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2042566.125000 Penalty: 4953.438477
	Iteration 56F: 3 clusters Score -2042566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -45540.093750 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -45540.09 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 260 members 
Entering Unmasked Estep 
Score: -44114.535156 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -44114.54 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44284.968750 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -44284.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44366.363281 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -44366.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44389.031250 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -44389.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44399.406250 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -44399.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44399.406250 Penalty: 3114.146729
	Iteration 5F: 3 clusters Score -44399.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Entering Unmasked Estep 
Score: -503053.406250 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -503053.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -498325.343750 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -498325.3 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -499683.093750 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -499683.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -500295.312500 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -500295.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -500816.906250 Penalty: 4260.767578
	Iteration 3F: 3 clusters Score -500816.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -501161.406250 Penalty: 4260.767578
	Iteration 4F: 3 clusters Score -501161.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -501375.062500 Penalty: 4260.767578
	Iteration 5F: 3 clusters Score -501375.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -501487.468750 Penalty: 4260.767578
	Iteration 6Q: 3 clusters Score -501487.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -501550.406250 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -501550.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -501599.750000 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -501599.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -501629.031250 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -501629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -501644.593750 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -501644.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -501654.250000 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -501654.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -501661.562500 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -501661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -501670.593750 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -501670.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -501677.062500 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -501677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -501685.687500 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -501685.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -501694.343750 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -501694.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -501701.937500 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -501701.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -501709.187500 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -501709.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -501714.843750 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -501714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -501719.718750 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -501719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -501722.437500 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -501722.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -501727.343750 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -501727.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -501732.000000 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -501732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -501737.031250 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -501737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -501744.156250 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -501744.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -501755.375000 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -501755.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -501766.375000 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -501766.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -501777.687500 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -501777.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -501788.218750 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -501788.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -501802.468750 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -501802.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -501824.718750 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -501824.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -501840.968750 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -501841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -501856.625000 Penalty: 4260.767578
	Iteration 33Q: 3 clusters Score -501856.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -501873.156250 Penalty: 4260.767578
	Iteration 34Q: 3 clusters Score -501873.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -501891.250000 Penalty: 4260.767578
	Iteration 35Q: 3 clusters Score -501891.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -501906.562500 Penalty: 4260.767578
	Iteration 36Q: 3 clusters Score -501906.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -501929.281250 Penalty: 4260.767578
	Iteration 37Q: 3 clusters Score -501929.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -501950.687500 Penalty: 4260.767578
	Iteration 38Q: 3 clusters Score -501950.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -501977.687500 Penalty: 4260.767578
	Iteration 39Q: 3 clusters Score -501977.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -501999.437500 Penalty: 4260.767578
	Iteration 40F: 3 clusters Score -501999.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -502019.125000 Penalty: 4260.767578
	Iteration 41Q: 3 clusters Score -502019.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -502044.312500 Penalty: 4260.767578
	Iteration 42Q: 3 clusters Score -502044.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502074.031250 Penalty: 4260.767578
	Iteration 43Q: 3 clusters Score -502074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -502101.750000 Penalty: 4260.767578
	Iteration 44Q: 3 clusters Score -502101.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -502126.250000 Penalty: 4260.767578
	Iteration 45Q: 3 clusters Score -502126.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -502146.062500 Penalty: 4260.767578
	Iteration 46Q: 3 clusters Score -502146.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -502162.125000 Penalty: 4260.767578
	Iteration 47Q: 3 clusters Score -502162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -502174.093750 Penalty: 4260.767578
	Iteration 48Q: 3 clusters Score -502174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -502181.562500 Penalty: 4260.767578
	Iteration 49Q: 3 clusters Score -502181.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -502188.906250 Penalty: 4260.767578
	Iteration 50Q: 3 clusters Score -502188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -502191.468750 Penalty: 4260.767578
	Iteration 51Q: 3 clusters Score -502191.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -502194.062500 Penalty: 4260.767578
	Iteration 52Q: 3 clusters Score -502194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -502197.781250 Penalty: 4260.767578
	Iteration 53Q: 3 clusters Score -502197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -502199.500000 Penalty: 4260.767578
	Iteration 54Q: 3 clusters Score -502199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -502200.062500 Penalty: 4260.767578
	Iteration 55Q: 3 clusters Score -502200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -502201.281250 Penalty: 4260.767578
	Iteration 56Q: 3 clusters Score -502201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -502201.750000 Penalty: 4260.767578
	Iteration 57Q: 3 clusters Score -502201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -502201.500000 Penalty: 4260.767578
	Iteration 58Q: 3 clusters Score -502201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -502201.406250 Penalty: 4260.767578
	Iteration 59Q: 3 clusters Score -502201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -502201.406250 Penalty: 4260.767578
	Iteration 60F: 3 clusters Score -502201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -170301.250000 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -170301.2 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 1163 members 
Entering Unmasked Estep 
Score: -167532.078125 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -167532.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -168275.859375 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -168275.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -168538.109375 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -168538.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -168715.796875 Penalty: 3850.247559
	Iteration 3F: 3 clusters Score -168715.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -168843.312500 Penalty: 3850.247559
	Iteration 4F: 3 clusters Score -168843.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -168931.828125 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -168931.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -168983.546875 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -168983.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -169027.140625 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -169027.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -169067.546875 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -169067.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -169099.718750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -169099.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -169129.312500 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -169129.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -169150.843750 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -169150.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -169170.953125 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -169171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -169186.671875 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -169186.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169200.703125 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -169200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169205.359375 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -169205.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -169213.390625 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -169213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169216.359375 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -169216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169222.687500 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -169222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169234.937500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -169234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -169248.656250 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -169248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -169256.890625 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -169256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -169262.109375 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -169262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -169266.296875 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -169266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -169271.515625 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -169271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169276.046875 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -169276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -169281.468750 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -169281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -169284.312500 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -169284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169286.250000 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -169286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169286.250000 Penalty: 3850.247559
	Iteration 29F: 3 clusters Score -169286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -641780.437500 Penalty: 2177.978027
	Iteration 0F: 2 clusters Score -641780.4 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 3286 members 
Entering Unmasked Estep 
Score: -636214.000000 Penalty: 4355.956055
	Iteration 0F: 3 clusters Score -636214 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -637699.937500 Penalty: 4355.956055
	Iteration 1F: 3 clusters Score -637699.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -637978.500000 Penalty: 4355.956055
	Iteration 2F: 3 clusters Score -637978.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -638181.875000 Penalty: 4355.956055
	Iteration 3F: 3 clusters Score -638181.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -638340.312500 Penalty: 4355.956055
	Iteration 4Q: 3 clusters Score -638340.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -638481.375000 Penalty: 4355.956055
	Iteration 5Q: 3 clusters Score -638481.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -638612.875000 Penalty: 4355.956055
	Iteration 6Q: 3 clusters Score -638612.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -638762.312500 Penalty: 4355.956055
	Iteration 7Q: 3 clusters Score -638762.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -638926.687500 Penalty: 4355.956055
	Iteration 8Q: 3 clusters Score -638926.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -639145.875000 Penalty: 4355.956055
	Iteration 9Q: 3 clusters Score -639145.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -639382.375000 Penalty: 4355.956055
	Iteration 10Q: 3 clusters Score -639382.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -639655.250000 Penalty: 4355.956055
	Iteration 11Q: 3 clusters Score -639655.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -639872.062500 Penalty: 4355.956055
	Iteration 12Q: 3 clusters Score -639872.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -640061.875000 Penalty: 4355.956055
	Iteration 13Q: 3 clusters Score -640061.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -640189.687500 Penalty: 4355.956055
	Iteration 14Q: 3 clusters Score -640189.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -640262.437500 Penalty: 4355.956055
	Iteration 15Q: 3 clusters Score -640262.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -640313.062500 Penalty: 4355.956055
	Iteration 16Q: 3 clusters Score -640313.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -640345.187500 Penalty: 4355.956055
	Iteration 17Q: 3 clusters Score -640345.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -640365.375000 Penalty: 4355.956055
	Iteration 18Q: 3 clusters Score -640365.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -640383.625000 Penalty: 4355.956055
	Iteration 19Q: 3 clusters Score -640383.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -640406.625000 Penalty: 4355.956055
	Iteration 20F: 3 clusters Score -640406.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -640426.687500 Penalty: 4355.956055
	Iteration 21Q: 3 clusters Score -640426.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -640445.875000 Penalty: 4355.956055
	Iteration 22Q: 3 clusters Score -640445.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -640471.312500 Penalty: 4355.956055
	Iteration 23Q: 3 clusters Score -640471.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -640510.312500 Penalty: 4355.956055
	Iteration 24Q: 3 clusters Score -640510.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -640553.312500 Penalty: 4355.956055
	Iteration 25Q: 3 clusters Score -640553.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -640604.937500 Penalty: 4355.956055
	Iteration 26Q: 3 clusters Score -640604.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -640669.000000 Penalty: 4355.956055
	Iteration 27Q: 3 clusters Score -640669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -640729.000000 Penalty: 4355.956055
	Iteration 28Q: 3 clusters Score -640729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -640770.250000 Penalty: 4355.956055
	Iteration 29Q: 3 clusters Score -640770.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -640803.000000 Penalty: 4355.956055
	Iteration 30Q: 3 clusters Score -640803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -640823.625000 Penalty: 4355.956055
	Iteration 31Q: 3 clusters Score -640823.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -640837.687500 Penalty: 4355.956055
	Iteration 32Q: 3 clusters Score -640837.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -640846.562500 Penalty: 4355.956055
	Iteration 33Q: 3 clusters Score -640846.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -640850.312500 Penalty: 4355.956055
	Iteration 34Q: 3 clusters Score -640850.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -640852.437500 Penalty: 4355.956055
	Iteration 35Q: 3 clusters Score -640852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -640855.625000 Penalty: 4355.956055
	Iteration 36Q: 3 clusters Score -640855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -640857.812500 Penalty: 4355.956055
	Iteration 37Q: 3 clusters Score -640857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -640858.937500 Penalty: 4355.956055
	Iteration 38Q: 3 clusters Score -640858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -640858.562500 Penalty: 4355.956055
	Iteration 39Q: 3 clusters Score -640858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -640859.937500 Penalty: 4355.956055
	Iteration 40F: 3 clusters Score -640859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -640861.687500 Penalty: 4355.956055
	Iteration 41Q: 3 clusters Score -640861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -640861.437500 Penalty: 4355.956055
	Iteration 42Q: 3 clusters Score -640861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -640861.875000 Penalty: 4355.956055
	Iteration 43Q: 3 clusters Score -640861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -640861.875000 Penalty: 4355.956055
	Iteration 44F: 3 clusters Score -640861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (50452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Entering Unmasked Estep 
Score: -5024670.000000 Penalty: 2685.536865
	Iteration 0F: 2 clusters Score -5024670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4990603.500000 Penalty: 5371.073730
	Iteration 0F: 3 clusters Score -4990604 nChanged 23303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5003597.000000 Penalty: 5371.073730
	Iteration 1F: 3 clusters Score -5003597 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -5004233.500000 Penalty: 5371.073730
	Iteration 2Q: 3 clusters Score -5004234 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5004953.500000 Penalty: 5371.073730
	Iteration 3Q: 3 clusters Score -5004954 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5006049.500000 Penalty: 5371.073730
	Iteration 4Q: 3 clusters Score -5006050 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -5007925.500000 Penalty: 5371.073730
	Iteration 5F: 3 clusters Score -5007926 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5010798.000000 Penalty: 5371.073730
	Iteration 6F: 3 clusters Score -5010798 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -5014648.500000 Penalty: 5371.073730
	Iteration 7F: 3 clusters Score -5014648 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5018323.000000 Penalty: 5371.073730
	Iteration 8F: 3 clusters Score -5018323 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5020616.500000 Penalty: 5371.073730
	Iteration 9Q: 3 clusters Score -5020616 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5021626.500000 Penalty: 5371.073730
	Iteration 10Q: 3 clusters Score -5021626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5021982.000000 Penalty: 5371.073730
	Iteration 11Q: 3 clusters Score -5021982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5022125.000000 Penalty: 5371.073730
	Iteration 12Q: 3 clusters Score -5022125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5022204.000000 Penalty: 5371.073730
	Iteration 13Q: 3 clusters Score -5022204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5022237.500000 Penalty: 5371.073730
	Iteration 14Q: 3 clusters Score -5022238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5022253.000000 Penalty: 5371.073730
	Iteration 15Q: 3 clusters Score -5022253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5022267.500000 Penalty: 5371.073730
	Iteration 16Q: 3 clusters Score -5022268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5022277.000000 Penalty: 5371.073730
	Iteration 17Q: 3 clusters Score -5022277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5022282.000000 Penalty: 5371.073730
	Iteration 18Q: 3 clusters Score -5022282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5022297.000000 Penalty: 5371.073730
	Iteration 19Q: 3 clusters Score -5022297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5022301.000000 Penalty: 5371.073730
	Iteration 20F: 3 clusters Score -5022301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5022304.000000 Penalty: 5371.073730
	Iteration 21Q: 3 clusters Score -5022304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5022303.500000 Penalty: 5371.073730
	Iteration 22Q: 3 clusters Score -5022304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5022302.000000 Penalty: 5371.073730
	Iteration 23Q: 3 clusters Score -5022302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5022302.000000 Penalty: 5371.073730
	Iteration 24F: 3 clusters Score -5022302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -506798.062500 Penalty: 2125.165527
	Iteration 0F: 2 clusters Score -506798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -502110.468750 Penalty: 4250.331055
	Iteration 0F: 3 clusters Score -502110.5 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -503225.687500 Penalty: 4250.331055
	Iteration 1F: 3 clusters Score -503225.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -503449.062500 Penalty: 4250.331055
	Iteration 2F: 3 clusters Score -503449.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -503573.937500 Penalty: 4250.331055
	Iteration 3Q: 3 clusters Score -503573.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -503655.062500 Penalty: 4250.331055
	Iteration 4Q: 3 clusters Score -503655.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -503736.250000 Penalty: 4250.331055
	Iteration 5Q: 3 clusters Score -503736.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -503798.500000 Penalty: 4250.331055
	Iteration 6Q: 3 clusters Score -503798.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -503856.312500 Penalty: 4250.331055
	Iteration 7Q: 3 clusters Score -503856.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -503916.968750 Penalty: 4250.331055
	Iteration 8Q: 3 clusters Score -503917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -503967.718750 Penalty: 4250.331055
	Iteration 9Q: 3 clusters Score -503967.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -504043.812500 Penalty: 4250.331055
	Iteration 10Q: 3 clusters Score -504043.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -504136.937500 Penalty: 4250.331055
	Iteration 11Q: 3 clusters Score -504136.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -504265.937500 Penalty: 4250.331055
	Iteration 12Q: 3 clusters Score -504265.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -504394.437500 Penalty: 4250.331055
	Iteration 13Q: 3 clusters Score -504394.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -504563.250000 Penalty: 4250.331055
	Iteration 14Q: 3 clusters Score -504563.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -504703.468750 Penalty: 4250.331055
	Iteration 15Q: 3 clusters Score -504703.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -504809.812500 Penalty: 4250.331055
	Iteration 16Q: 3 clusters Score -504809.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -504898.062500 Penalty: 4250.331055
	Iteration 17Q: 3 clusters Score -504898.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -504970.312500 Penalty: 4250.331055
	Iteration 18Q: 3 clusters Score -504970.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -505045.843750 Penalty: 4250.331055
	Iteration 19Q: 3 clusters Score -505045.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -505122.218750 Penalty: 4250.331055
	Iteration 20F: 3 clusters Score -505122.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -505177.187500 Penalty: 4250.331055
	Iteration 21Q: 3 clusters Score -505177.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -505234.468750 Penalty: 4250.331055
	Iteration 22Q: 3 clusters Score -505234.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -505291.156250 Penalty: 4250.331055
	Iteration 23Q: 3 clusters Score -505291.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -505338.531250 Penalty: 4250.331055
	Iteration 24Q: 3 clusters Score -505338.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -505401.312500 Penalty: 4250.331055
	Iteration 25Q: 3 clusters Score -505401.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -505515.312500 Penalty: 4250.331055
	Iteration 26Q: 3 clusters Score -505515.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -505785.093750 Penalty: 4250.331055
	Iteration 27Q: 3 clusters Score -505785.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -506093.656250 Penalty: 4250.331055
	Iteration 28Q: 3 clusters Score -506093.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -506309.062500 Penalty: 4250.331055
	Iteration 29Q: 3 clusters Score -506309.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -506391.781250 Penalty: 4250.331055
	Iteration 30Q: 3 clusters Score -506391.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -506430.812500 Penalty: 4250.331055
	Iteration 31Q: 3 clusters Score -506430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -506448.062500 Penalty: 4250.331055
	Iteration 32Q: 3 clusters Score -506448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -506464.468750 Penalty: 4250.331055
	Iteration 33Q: 3 clusters Score -506464.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -506474.093750 Penalty: 4250.331055
	Iteration 34Q: 3 clusters Score -506474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -506486.218750 Penalty: 4250.331055
	Iteration 35Q: 3 clusters Score -506486.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -506505.500000 Penalty: 4250.331055
	Iteration 36Q: 3 clusters Score -506505.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -506525.343750 Penalty: 4250.331055
	Iteration 37Q: 3 clusters Score -506525.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -506544.656250 Penalty: 4250.331055
	Iteration 38Q: 3 clusters Score -506544.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -506567.218750 Penalty: 4250.331055
	Iteration 39Q: 3 clusters Score -506567.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -506586.093750 Penalty: 4250.331055
	Iteration 40F: 3 clusters Score -506586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -506600.312500 Penalty: 4250.331055
	Iteration 41Q: 3 clusters Score -506600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -506611.468750 Penalty: 4250.331055
	Iteration 42Q: 3 clusters Score -506611.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -506621.312500 Penalty: 4250.331055
	Iteration 43Q: 3 clusters Score -506621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -506629.656250 Penalty: 4250.331055
	Iteration 44Q: 3 clusters Score -506629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -506632.250000 Penalty: 4250.331055
	Iteration 45Q: 3 clusters Score -506632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -506634.906250 Penalty: 4250.331055
	Iteration 46Q: 3 clusters Score -506634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -506636.687500 Penalty: 4250.331055
	Iteration 47Q: 3 clusters Score -506636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -506638.250000 Penalty: 4250.331055
	Iteration 48Q: 3 clusters Score -506638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -506639.250000 Penalty: 4250.331055
	Iteration 49Q: 3 clusters Score -506639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -506641.093750 Penalty: 4250.331055
	Iteration 50Q: 3 clusters Score -506641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -506646.000000 Penalty: 4250.331055
	Iteration 51Q: 3 clusters Score -506646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -506650.500000 Penalty: 4250.331055
	Iteration 52Q: 3 clusters Score -506650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -506653.968750 Penalty: 4250.331055
	Iteration 53Q: 3 clusters Score -506654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -506656.718750 Penalty: 4250.331055
	Iteration 54Q: 3 clusters Score -506656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -506657.375000 Penalty: 4250.331055
	Iteration 55Q: 3 clusters Score -506657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -506660.343750 Penalty: 4250.331055
	Iteration 56Q: 3 clusters Score -506660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -506663.468750 Penalty: 4250.331055
	Iteration 57Q: 3 clusters Score -506663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -506668.125000 Penalty: 4250.331055
	Iteration 58Q: 3 clusters Score -506668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -506668.437500 Penalty: 4250.331055
	Iteration 59Q: 3 clusters Score -506668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -506668.437500 Penalty: 4250.331055
	Iteration 60F: 3 clusters Score -506668.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -101797.992188 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -101798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99679.164062 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -99679.16 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -100034.500000 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -100034.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100205.320312 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -100205.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100286.820312 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -100286.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100347.703125 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -100347.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100375.835938 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -100375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100396.335938 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -100396.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100416.960938 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -100417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100425.617188 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -100425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100430.460938 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -100430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100434.437500 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -100434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100434.921875 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -100434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100435.570312 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -100435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100435.570312 Penalty: 3523.655518
	Iteration 13F: 3 clusters Score -100435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Entering Unmasked Estep 
Score: -924630.500000 Penalty: 2295.199219
	Iteration 0F: 2 clusters Score -924630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -916640.812500 Penalty: 4590.398438
	Iteration 0F: 3 clusters Score -916640.8 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -919122.750000 Penalty: 4590.398438
	Iteration 1F: 3 clusters Score -919122.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -919468.062500 Penalty: 4590.398438
	Iteration 2F: 3 clusters Score -919468.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -919762.000000 Penalty: 4590.398438
	Iteration 3F: 3 clusters Score -919762 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -920001.062500 Penalty: 4590.398438
	Iteration 4Q: 3 clusters Score -920001.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -920230.000000 Penalty: 4590.398438
	Iteration 5Q: 3 clusters Score -920230 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -920444.125000 Penalty: 4590.398438
	Iteration 6Q: 3 clusters Score -920444.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -920642.750000 Penalty: 4590.398438
	Iteration 7Q: 3 clusters Score -920642.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -920835.250000 Penalty: 4590.398438
	Iteration 8Q: 3 clusters Score -920835.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -921018.187500 Penalty: 4590.398438
	Iteration 9Q: 3 clusters Score -921018.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -921190.062500 Penalty: 4590.398438
	Iteration 10Q: 3 clusters Score -921190.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -921357.812500 Penalty: 4590.398438
	Iteration 11Q: 3 clusters Score -921357.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -921539.375000 Penalty: 4590.398438
	Iteration 12Q: 3 clusters Score -921539.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -921739.000000 Penalty: 4590.398438
	Iteration 13Q: 3 clusters Score -921739 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -921905.500000 Penalty: 4590.398438
	Iteration 14Q: 3 clusters Score -921905.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -922049.750000 Penalty: 4590.398438
	Iteration 15Q: 3 clusters Score -922049.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -922218.000000 Penalty: 4590.398438
	Iteration 16Q: 3 clusters Score -922218 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -922348.875000 Penalty: 4590.398438
	Iteration 17Q: 3 clusters Score -922348.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -922446.625000 Penalty: 4590.398438
	Iteration 18Q: 3 clusters Score -922446.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -922544.750000 Penalty: 4590.398438
	Iteration 19Q: 3 clusters Score -922544.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -922610.375000 Penalty: 4590.398438
	Iteration 20F: 3 clusters Score -922610.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -922666.187500 Penalty: 4590.398438
	Iteration 21Q: 3 clusters Score -922666.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -922707.375000 Penalty: 4590.398438
	Iteration 22Q: 3 clusters Score -922707.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -922746.750000 Penalty: 4590.398438
	Iteration 23Q: 3 clusters Score -922746.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -922787.125000 Penalty: 4590.398438
	Iteration 24Q: 3 clusters Score -922787.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -922815.875000 Penalty: 4590.398438
	Iteration 25Q: 3 clusters Score -922815.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -922850.187500 Penalty: 4590.398438
	Iteration 26Q: 3 clusters Score -922850.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -922878.062500 Penalty: 4590.398438
	Iteration 27Q: 3 clusters Score -922878.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -922897.625000 Penalty: 4590.398438
	Iteration 28Q: 3 clusters Score -922897.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -922916.937500 Penalty: 4590.398438
	Iteration 29Q: 3 clusters Score -922916.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -922934.125000 Penalty: 4590.398438
	Iteration 30Q: 3 clusters Score -922934.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -922950.812500 Penalty: 4590.398438
	Iteration 31Q: 3 clusters Score -922950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -922961.687500 Penalty: 4590.398438
	Iteration 32Q: 3 clusters Score -922961.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -922970.562500 Penalty: 4590.398438
	Iteration 33Q: 3 clusters Score -922970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -922976.812500 Penalty: 4590.398438
	Iteration 34Q: 3 clusters Score -922976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -922986.562500 Penalty: 4590.398438
	Iteration 35Q: 3 clusters Score -922986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -922997.000000 Penalty: 4590.398438
	Iteration 36Q: 3 clusters Score -922997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -923001.312500 Penalty: 4590.398438
	Iteration 37Q: 3 clusters Score -923001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -923002.187500 Penalty: 4590.398438
	Iteration 38Q: 3 clusters Score -923002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -923005.937500 Penalty: 4590.398438
	Iteration 39Q: 3 clusters Score -923005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -923008.875000 Penalty: 4590.398438
	Iteration 40F: 3 clusters Score -923008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -923015.062500 Penalty: 4590.398438
	Iteration 41Q: 3 clusters Score -923015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -923020.312500 Penalty: 4590.398438
	Iteration 42Q: 3 clusters Score -923020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -923022.250000 Penalty: 4590.398438
	Iteration 43Q: 3 clusters Score -923022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -923026.187500 Penalty: 4590.398438
	Iteration 44Q: 3 clusters Score -923026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -923029.625000 Penalty: 4590.398438
	Iteration 45Q: 3 clusters Score -923029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -923031.062500 Penalty: 4590.398438
	Iteration 46Q: 3 clusters Score -923031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -923031.812500 Penalty: 4590.398438
	Iteration 47Q: 3 clusters Score -923031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -923034.000000 Penalty: 4590.398438
	Iteration 48Q: 3 clusters Score -923034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -923035.687500 Penalty: 4590.398438
	Iteration 49Q: 3 clusters Score -923035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -923035.625000 Penalty: 4590.398438
	Iteration 50Q: 3 clusters Score -923035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -923036.562500 Penalty: 4590.398438
	Iteration 51Q: 3 clusters Score -923036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -923036.562500 Penalty: 4590.398438
	Iteration 52F: 3 clusters Score -923036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -413124.500000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -413124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -409029.375000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -409029.4 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -409935.906250 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -409935.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -410154.750000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -410154.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -410320.812500 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -410320.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -410444.781250 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -410444.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -410533.406250 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -410533.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -410594.750000 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -410594.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -410645.562500 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -410645.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -410684.718750 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -410684.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -410708.718750 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -410708.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -410730.156250 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -410730.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -410748.468750 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -410748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -410770.156250 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -410770.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -410791.937500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -410791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -410817.812500 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -410817.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -410845.968750 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -410846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -410874.906250 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -410874.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -410889.250000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -410889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -410905.156250 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -410905.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -410917.093750 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -410917.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -410925.968750 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -410926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -410934.312500 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -410934.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -410941.468750 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -410941.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -410947.781250 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -410947.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -410951.343750 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -410951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -410957.656250 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -410957.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -410965.687500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -410965.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -410975.281250 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -410975.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -410984.093750 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -410984.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -410995.843750 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -410995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -411003.937500 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -411003.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -411013.312500 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -411013.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -411027.718750 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -411027.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -411043.625000 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -411043.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -411059.437500 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -411059.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -411078.250000 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -411078.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -411098.187500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -411098.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -411109.812500 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -411109.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -411121.531250 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -411121.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -411131.093750 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -411131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -411136.687500 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -411136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -411141.687500 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -411141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -411145.718750 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -411145.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -411149.937500 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -411149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -411154.406250 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -411154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -411158.218750 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -411158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -411164.062500 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -411164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -411167.312500 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -411167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -411170.437500 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -411170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -411173.218750 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -411173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -411173.500000 Penalty: 4151.676758
	Iteration 50Q: 3 clusters Score -411173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -411173.875000 Penalty: 4151.676758
	Iteration 51Q: 3 clusters Score -411173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -411174.250000 Penalty: 4151.676758
	Iteration 52Q: 3 clusters Score -411174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -411174.250000 Penalty: 4151.676758
	Iteration 53F: 3 clusters Score -411174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (55507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Entering Unmasked Estep 
Score: -5319526.500000 Penalty: 2709.217529
	Iteration 0F: 2 clusters Score -5319526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5282162.500000 Penalty: 5418.435059
	Iteration 0F: 3 clusters Score -5282162 nChanged 25860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5296737.500000 Penalty: 5418.435059
	Iteration 1F: 3 clusters Score -5296738 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -5297534.000000 Penalty: 5418.435059
	Iteration 2Q: 3 clusters Score -5297534 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5298248.500000 Penalty: 5418.435059
	Iteration 3Q: 3 clusters Score -5298248 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -5299160.500000 Penalty: 5418.435059
	Iteration 4Q: 3 clusters Score -5299160 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -5300108.500000 Penalty: 5418.435059
	Iteration 5Q: 3 clusters Score -5300108 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5301145.500000 Penalty: 5418.435059
	Iteration 6Q: 3 clusters Score -5301146 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5302302.000000 Penalty: 5418.435059
	Iteration 7Q: 3 clusters Score -5302302 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5303559.500000 Penalty: 5418.435059
	Iteration 8Q: 3 clusters Score -5303560 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5304941.000000 Penalty: 5418.435059
	Iteration 9Q: 3 clusters Score -5304941 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -5306463.500000 Penalty: 5418.435059
	Iteration 10Q: 3 clusters Score -5306464 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -5307988.000000 Penalty: 5418.435059
	Iteration 11Q: 3 clusters Score -5307988 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -5309118.000000 Penalty: 5418.435059
	Iteration 12Q: 3 clusters Score -5309118 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -5309872.000000 Penalty: 5418.435059
	Iteration 13Q: 3 clusters Score -5309872 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5310306.500000 Penalty: 5418.435059
	Iteration 14Q: 3 clusters Score -5310306 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5310591.000000 Penalty: 5418.435059
	Iteration 15Q: 3 clusters Score -5310591 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -5310821.000000 Penalty: 5418.435059
	Iteration 16Q: 3 clusters Score -5310821 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5311072.500000 Penalty: 5418.435059
	Iteration 17Q: 3 clusters Score -5311072 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -5311277.500000 Penalty: 5418.435059
	Iteration 18Q: 3 clusters Score -5311278 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5311524.000000 Penalty: 5418.435059
	Iteration 19Q: 3 clusters Score -5311524 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5311785.000000 Penalty: 5418.435059
	Iteration 20F: 3 clusters Score -5311785 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5312050.500000 Penalty: 5418.435059
	Iteration 21Q: 3 clusters Score -5312050 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5312293.000000 Penalty: 5418.435059
	Iteration 22Q: 3 clusters Score -5312293 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5312567.000000 Penalty: 5418.435059
	Iteration 23Q: 3 clusters Score -5312567 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5312863.000000 Penalty: 5418.435059
	Iteration 24Q: 3 clusters Score -5312863 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5313146.000000 Penalty: 5418.435059
	Iteration 25Q: 3 clusters Score -5313146 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5313433.000000 Penalty: 5418.435059
	Iteration 26Q: 3 clusters Score -5313433 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5313700.500000 Penalty: 5418.435059
	Iteration 27Q: 3 clusters Score -5313700 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5313978.500000 Penalty: 5418.435059
	Iteration 28Q: 3 clusters Score -5313978 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5314229.500000 Penalty: 5418.435059
	Iteration 29Q: 3 clusters Score -5314230 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -5314479.500000 Penalty: 5418.435059
	Iteration 30Q: 3 clusters Score -5314480 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5314718.000000 Penalty: 5418.435059
	Iteration 31Q: 3 clusters Score -5314718 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -5314959.000000 Penalty: 5418.435059
	Iteration 32Q: 3 clusters Score -5314959 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -5315184.500000 Penalty: 5418.435059
	Iteration 33Q: 3 clusters Score -5315184 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5315377.500000 Penalty: 5418.435059
	Iteration 34Q: 3 clusters Score -5315378 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -5315584.500000 Penalty: 5418.435059
	Iteration 35Q: 3 clusters Score -5315584 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -5315754.000000 Penalty: 5418.435059
	Iteration 36Q: 3 clusters Score -5315754 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -5315966.500000 Penalty: 5418.435059
	Iteration 37Q: 3 clusters Score -5315966 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -5316167.000000 Penalty: 5418.435059
	Iteration 38Q: 3 clusters Score -5316167 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -5316301.500000 Penalty: 5418.435059
	Iteration 39Q: 3 clusters Score -5316302 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -5316436.000000 Penalty: 5418.435059
	Iteration 40F: 3 clusters Score -5316436 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -5316541.000000 Penalty: 5418.435059
	Iteration 41Q: 3 clusters Score -5316541 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -5316657.500000 Penalty: 5418.435059
	Iteration 42Q: 3 clusters Score -5316658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -5316747.500000 Penalty: 5418.435059
	Iteration 43Q: 3 clusters Score -5316748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -5316840.500000 Penalty: 5418.435059
	Iteration 44Q: 3 clusters Score -5316840 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -5316944.500000 Penalty: 5418.435059
	Iteration 45Q: 3 clusters Score -5316944 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -5317022.000000 Penalty: 5418.435059
	Iteration 46Q: 3 clusters Score -5317022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -5317078.500000 Penalty: 5418.435059
	Iteration 47Q: 3 clusters Score -5317078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -5317126.500000 Penalty: 5418.435059
	Iteration 48Q: 3 clusters Score -5317126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -5317174.500000 Penalty: 5418.435059
	Iteration 49Q: 3 clusters Score -5317174 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -5317222.000000 Penalty: 5418.435059
	Iteration 50Q: 3 clusters Score -5317222 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -5317276.500000 Penalty: 5418.435059
	Iteration 51Q: 3 clusters Score -5317276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -5317311.000000 Penalty: 5418.435059
	Iteration 52Q: 3 clusters Score -5317311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -5317356.500000 Penalty: 5418.435059
	Iteration 53Q: 3 clusters Score -5317356 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -5317409.000000 Penalty: 5418.435059
	Iteration 54Q: 3 clusters Score -5317409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -5317456.500000 Penalty: 5418.435059
	Iteration 55Q: 3 clusters Score -5317456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -5317482.000000 Penalty: 5418.435059
	Iteration 56Q: 3 clusters Score -5317482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -5317503.500000 Penalty: 5418.435059
	Iteration 57Q: 3 clusters Score -5317504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -5317518.000000 Penalty: 5418.435059
	Iteration 58Q: 3 clusters Score -5317518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -5317532.500000 Penalty: 5418.435059
	Iteration 59Q: 3 clusters Score -5317532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -5317537.500000 Penalty: 5418.435059
	Iteration 60F: 3 clusters Score -5317538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -5317561.000000 Penalty: 5418.435059
	Iteration 61Q: 3 clusters Score -5317561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -5317572.500000 Penalty: 5418.435059
	Iteration 62Q: 3 clusters Score -5317572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -5317604.500000 Penalty: 5418.435059
	Iteration 63Q: 3 clusters Score -5317604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -5317612.000000 Penalty: 5418.435059
	Iteration 64Q: 3 clusters Score -5317612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -5317637.000000 Penalty: 5418.435059
	Iteration 65Q: 3 clusters Score -5317637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -5317646.500000 Penalty: 5418.435059
	Iteration 66Q: 3 clusters Score -5317646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -5317672.000000 Penalty: 5418.435059
	Iteration 67Q: 3 clusters Score -5317672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -5317693.500000 Penalty: 5418.435059
	Iteration 68Q: 3 clusters Score -5317694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -5317707.000000 Penalty: 5418.435059
	Iteration 69Q: 3 clusters Score -5317707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -5317729.000000 Penalty: 5418.435059
	Iteration 70Q: 3 clusters Score -5317729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -5317740.500000 Penalty: 5418.435059
	Iteration 71Q: 3 clusters Score -5317740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -5317772.500000 Penalty: 5418.435059
	Iteration 72Q: 3 clusters Score -5317772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -5317791.000000 Penalty: 5418.435059
	Iteration 73Q: 3 clusters Score -5317791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -5317811.000000 Penalty: 5418.435059
	Iteration 74Q: 3 clusters Score -5317811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -5317813.500000 Penalty: 5418.435059
	Iteration 75Q: 3 clusters Score -5317814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -5317829.000000 Penalty: 5418.435059
	Iteration 76Q: 3 clusters Score -5317829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -5317841.500000 Penalty: 5418.435059
	Iteration 77Q: 3 clusters Score -5317842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -5317842.000000 Penalty: 5418.435059
	Iteration 78Q: 3 clusters Score -5317842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -5317854.000000 Penalty: 5418.435059
	Iteration 79Q: 3 clusters Score -5317854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -5317858.500000 Penalty: 5418.435059
	Iteration 80F: 3 clusters Score -5317858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -5317868.500000 Penalty: 5418.435059
	Iteration 81Q: 3 clusters Score -5317868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -5317890.500000 Penalty: 5418.435059
	Iteration 82Q: 3 clusters Score -5317890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -5317907.500000 Penalty: 5418.435059
	Iteration 83Q: 3 clusters Score -5317908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -5317921.000000 Penalty: 5418.435059
	Iteration 84Q: 3 clusters Score -5317921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -5317921.000000 Penalty: 5418.435059
	Iteration 85Q: 3 clusters Score -5317921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -5317929.500000 Penalty: 5418.435059
	Iteration 86Q: 3 clusters Score -5317930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -5317946.000000 Penalty: 5418.435059
	Iteration 87Q: 3 clusters Score -5317946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -5317953.000000 Penalty: 5418.435059
	Iteration 88Q: 3 clusters Score -5317953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -5317966.500000 Penalty: 5418.435059
	Iteration 89Q: 3 clusters Score -5317966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -5317980.000000 Penalty: 5418.435059
	Iteration 90Q: 3 clusters Score -5317980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -5317987.500000 Penalty: 5418.435059
	Iteration 91Q: 3 clusters Score -5317988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -5318001.500000 Penalty: 5418.435059
	Iteration 92Q: 3 clusters Score -5318002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -5318006.500000 Penalty: 5418.435059
	Iteration 93Q: 3 clusters Score -5318006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -5318002.500000 Penalty: 5418.435059
	Iteration 94Q: 3 clusters Score -5318002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -5318005.500000 Penalty: 5418.435059
	Iteration 95Q: 3 clusters Score -5318006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -5318006.500000 Penalty: 5418.435059
	Iteration 96Q: 3 clusters Score -5318006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -5318004.500000 Penalty: 5418.435059
	Iteration 97Q: 3 clusters Score -5318004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -5318004.500000 Penalty: 5418.435059
	Iteration 98F: 3 clusters Score -5318004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (22603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Entering Unmasked Estep 
Score: -2186467.250000 Penalty: 2486.407715
	Iteration 0F: 2 clusters Score -2186467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2170660.250000 Penalty: 4972.815430
	Iteration 0F: 3 clusters Score -2170660 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2176164.500000 Penalty: 4972.815430
	Iteration 1F: 3 clusters Score -2176164 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2176557.500000 Penalty: 4972.815430
	Iteration 2F: 3 clusters Score -2176558 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2176974.000000 Penalty: 4972.815430
	Iteration 3Q: 3 clusters Score -2176974 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2177509.000000 Penalty: 4972.815430
	Iteration 4Q: 3 clusters Score -2177509 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2178181.250000 Penalty: 4972.815430
	Iteration 5F: 3 clusters Score -2178181 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2179070.500000 Penalty: 4972.815430
	Iteration 6F: 3 clusters Score -2179070 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2180100.250000 Penalty: 4972.815430
	Iteration 7F: 3 clusters Score -2180100 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2181171.000000 Penalty: 4972.815430
	Iteration 8F: 3 clusters Score -2181171 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2182277.000000 Penalty: 4972.815430
	Iteration 9Q: 3 clusters Score -2182277 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2183146.250000 Penalty: 4972.815430
	Iteration 10Q: 3 clusters Score -2183146 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2183722.500000 Penalty: 4972.815430
	Iteration 11Q: 3 clusters Score -2183722 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2184059.750000 Penalty: 4972.815430
	Iteration 12Q: 3 clusters Score -2184060 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2184251.250000 Penalty: 4972.815430
	Iteration 13Q: 3 clusters Score -2184251 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2184370.250000 Penalty: 4972.815430
	Iteration 14Q: 3 clusters Score -2184370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2184435.500000 Penalty: 4972.815430
	Iteration 15Q: 3 clusters Score -2184436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2184497.750000 Penalty: 4972.815430
	Iteration 16Q: 3 clusters Score -2184498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2184534.750000 Penalty: 4972.815430
	Iteration 17Q: 3 clusters Score -2184535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2184561.500000 Penalty: 4972.815430
	Iteration 18Q: 3 clusters Score -2184562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2184576.750000 Penalty: 4972.815430
	Iteration 19Q: 3 clusters Score -2184577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2184593.750000 Penalty: 4972.815430
	Iteration 20F: 3 clusters Score -2184594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2184603.250000 Penalty: 4972.815430
	Iteration 21Q: 3 clusters Score -2184603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2184617.750000 Penalty: 4972.815430
	Iteration 22Q: 3 clusters Score -2184618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2184626.250000 Penalty: 4972.815430
	Iteration 23Q: 3 clusters Score -2184626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2184635.250000 Penalty: 4972.815430
	Iteration 24Q: 3 clusters Score -2184635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2184650.500000 Penalty: 4972.815430
	Iteration 25Q: 3 clusters Score -2184650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2184654.250000 Penalty: 4972.815430
	Iteration 26Q: 3 clusters Score -2184654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2184663.500000 Penalty: 4972.815430
	Iteration 27Q: 3 clusters Score -2184664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2184669.000000 Penalty: 4972.815430
	Iteration 28Q: 3 clusters Score -2184669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2184677.250000 Penalty: 4972.815430
	Iteration 29Q: 3 clusters Score -2184677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2184682.250000 Penalty: 4972.815430
	Iteration 30Q: 3 clusters Score -2184682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2184690.500000 Penalty: 4972.815430
	Iteration 31Q: 3 clusters Score -2184690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2184695.000000 Penalty: 4972.815430
	Iteration 32Q: 3 clusters Score -2184695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2184703.250000 Penalty: 4972.815430
	Iteration 33Q: 3 clusters Score -2184703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2184708.500000 Penalty: 4972.815430
	Iteration 34Q: 3 clusters Score -2184708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2184713.000000 Penalty: 4972.815430
	Iteration 35Q: 3 clusters Score -2184713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2184717.500000 Penalty: 4972.815430
	Iteration 36Q: 3 clusters Score -2184718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2184717.750000 Penalty: 4972.815430
	Iteration 37Q: 3 clusters Score -2184718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2184720.250000 Penalty: 4972.815430
	Iteration 38Q: 3 clusters Score -2184720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2184720.500000 Penalty: 4972.815430
	Iteration 39Q: 3 clusters Score -2184720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2184723.250000 Penalty: 4972.815430
	Iteration 40F: 3 clusters Score -2184723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2184722.500000 Penalty: 4972.815430
	Iteration 41Q: 3 clusters Score -2184722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2184723.000000 Penalty: 4972.815430
	Iteration 42Q: 3 clusters Score -2184723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2184720.750000 Penalty: 4972.815430
	Iteration 43Q: 3 clusters Score -2184721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2184719.500000 Penalty: 4972.815430
	Iteration 44Q: 3 clusters Score -2184720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2184720.250000 Penalty: 4972.815430
	Iteration 45Q: 3 clusters Score -2184720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2184720.250000 Penalty: 4972.815430
	Iteration 46F: 3 clusters Score -2184720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -159731.015625 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -159731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -157305.343750 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -157305.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -157728.015625 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -157728 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -157849.468750 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -157849.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -157913.890625 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -157913.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -157959.453125 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -157959.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -157977.953125 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -157978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -158004.437500 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -158004.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158032.781250 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -158032.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -158067.406250 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -158067.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -158103.984375 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -158104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -158137.125000 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -158137.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -158172.140625 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -158172.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158203.953125 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -158204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158229.968750 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -158230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158243.312500 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -158243.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158266.093750 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -158266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -158287.406250 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -158287.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -158306.796875 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -158306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -158322.875000 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -158322.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -158349.156250 Penalty: 3702.680908
	Iteration 19Q: 3 clusters Score -158349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158383.171875 Penalty: 3702.680908
	Iteration 20F: 3 clusters Score -158383.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -158447.484375 Penalty: 3702.680908
	Iteration 21Q: 3 clusters Score -158447.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -158632.421875 Penalty: 3702.680908
	Iteration 22Q: 3 clusters Score -158632.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -159032.546875 Penalty: 3702.680908
	Iteration 23Q: 3 clusters Score -159032.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159257.828125 Penalty: 3702.680908
	Iteration 24Q: 3 clusters Score -159257.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159334.906250 Penalty: 3702.680908
	Iteration 25Q: 3 clusters Score -159334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -159384.750000 Penalty: 3702.680908
	Iteration 26Q: 3 clusters Score -159384.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159448.078125 Penalty: 3702.680908
	Iteration 27Q: 3 clusters Score -159448.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -159503.500000 Penalty: 3702.680908
	Iteration 28Q: 3 clusters Score -159503.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -159554.765625 Penalty: 3702.680908
	Iteration 29Q: 3 clusters Score -159554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -159612.218750 Penalty: 3702.680908
	Iteration 30Q: 3 clusters Score -159612.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -159679.765625 Penalty: 3702.680908
	Iteration 31Q: 3 clusters Score -159679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -159766.500000 Penalty: 3702.680908
	Iteration 32Q: 3 clusters Score -159766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -159817.937500 Penalty: 3702.680908
	Iteration 33Q: 3 clusters Score -159817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -159843.421875 Penalty: 3702.680908
	Iteration 34Q: 3 clusters Score -159843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -159864.937500 Penalty: 3702.680908
	Iteration 35Q: 3 clusters Score -159864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -159884.765625 Penalty: 3702.680908
	Iteration 36Q: 3 clusters Score -159884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -159905.125000 Penalty: 3702.680908
	Iteration 37Q: 3 clusters Score -159905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -159936.015625 Penalty: 3702.680908
	Iteration 38Q: 3 clusters Score -159936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -159979.296875 Penalty: 3702.680908
	Iteration 39Q: 3 clusters Score -159979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -160008.343750 Penalty: 3702.680908
	Iteration 40F: 3 clusters Score -160008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -160028.140625 Penalty: 3702.680908
	Iteration 41Q: 3 clusters Score -160028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -160030.859375 Penalty: 3702.680908
	Iteration 42Q: 3 clusters Score -160030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -160030.859375 Penalty: 3702.680908
	Iteration 43F: 3 clusters Score -160030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 552 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 4458 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 1194 members 
Entering Unmasked Estep 
Score: -84136760.000000 Penalty: 207598.437500
Splitting cluster 50 changes total score from -84137832.000000 to -84136760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -109213.867188 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -109213.9 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 560 members 
Entering Unmasked Estep 
Score: -107165.078125 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -107165.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107466.664062 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -107466.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107544.882812 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -107544.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107599.070312 Penalty: 3499.007080
	Iteration 3Q: 3 clusters Score -107599.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107628.859375 Penalty: 3499.007080
	Iteration 4Q: 3 clusters Score -107628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -107655.218750 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -107655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107669.796875 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -107669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107681.062500 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -107681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107690.718750 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -107690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -107699.296875 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -107699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107704.843750 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -107704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107709.117188 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -107709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107712.000000 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -107712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107713.710938 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -107713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107714.656250 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -107714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107718.632812 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -107718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107721.398438 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -107721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107722.937500 Penalty: 3499.007080
	Iteration 17Q: 3 clusters Score -107722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107724.867188 Penalty: 3499.007080
	Iteration 18Q: 3 clusters Score -107724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107725.492188 Penalty: 3499.007080
	Iteration 19Q: 3 clusters Score -107725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107725.492188 Penalty: 3499.007080
	Iteration 20F: 3 clusters Score -107725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -333696.468750 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -333696.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -329559.843750 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -329559.8 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -331091.781250 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -331091.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -331928.500000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -331928.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -332649.812500 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -332649.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -333130.343750 Penalty: 4167.617676
	Iteration 4F: 3 clusters Score -333130.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -333404.718750 Penalty: 4167.617676
	Iteration 5F: 3 clusters Score -333404.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -333561.187500 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -333561.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -333639.843750 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -333639.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -333686.312500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -333686.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -333721.218750 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -333721.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -333756.125000 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -333756.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -333788.812500 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -333788.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -333815.593750 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -333815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -333841.406250 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -333841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -333866.937500 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -333866.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -333892.406250 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -333892.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -333911.843750 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -333911.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -333922.531250 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -333922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -333926.031250 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -333926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -333928.593750 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -333928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -333930.281250 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -333930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -333932.218750 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -333932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -333933.187500 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -333933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -333934.750000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -333934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -333935.312500 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -333935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -333937.500000 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -333937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -333943.031250 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -333943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -333946.968750 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -333947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -333950.906250 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -333950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -333955.687500 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -333955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -333958.593750 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -333958.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -333962.406250 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -333962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -333963.812500 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -333963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -333964.031250 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -333964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -333964.937500 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -333964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -333964.937500 Penalty: 4167.617676
	Iteration 35F: 3 clusters Score -333964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 32360 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 75072 members 
Mstep: Class 6 contains 10565 members 
Mstep: Class 7 contains 708 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 115852 members 
Mstep: Class 12 contains 6957 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 84721 members 
Mstep: Class 25 contains 3033 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 36682 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 10875 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 21737 members 
Mstep: Class 39 contains 533 members 
Mstep: Class 40 contains 5379 members 
Mstep: Class 41 contains 2351 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 50452 members 
Mstep: Class 44 contains 5267 members 
Mstep: Class 45 contains 1217 members 
Mstep: Class 46 contains 10455 members 
Mstep: Class 47 contains 4317 members 
Mstep: Class 48 contains 55507 members 
Mstep: Class 49 contains 22603 members 
Mstep: Class 50 contains 1746 members 
Mstep: Class 51 contains 1158 members 
Mstep: Class 52 contains 772 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 2766 members 
Mstep: Class 55 contains 14487 members 
Mstep: Class 56 contains 468 members 
Mstep: Class 57 contains 3877 members 
Mstep: Class 58 contains 6159 members 
Mstep: Class 59 contains 8898 members 
Mstep: Class 60 contains 7122 members 
Mstep: Class 61 contains 3686 members 
Entering Unmasked Estep 
Score: -84136864.000000 Penalty: 207598.437500
Splitting cluster 52 changes total score from -84137832.000000 to -84136864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -217951.703125 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -217951.7 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 1153 members 
Entering Unmasked Estep 
Score: -215077.593750 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -215077.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215589.531250 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -215589.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -215744.218750 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -215744.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -215830.515625 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -215830.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215883.796875 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -215883.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -215919.421875 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -215919.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -215951.984375 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -215952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215972.515625 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -215972.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215983.890625 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -215983.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -215998.953125 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -215999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -216009.390625 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -216009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -216020.281250 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -216020.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -216032.328125 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -216032.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -216048.812500 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -216048.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -216066.406250 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -216066.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216081.625000 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -216081.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216096.765625 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -216096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216108.015625 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -216108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216115.921875 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -216115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216119.625000 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -216119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -216124.296875 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -216124.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216131.046875 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -216131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -216133.890625 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -216133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -216137.359375 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -216137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -216143.218750 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -216143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -216149.562500 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -216149.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -216157.687500 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -216157.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -216168.234375 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -216168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -216179.390625 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -216179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -216189.562500 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -216189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -216204.328125 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -216204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -216224.796875 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -216224.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -216244.093750 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -216244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -216259.578125 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -216259.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -216271.562500 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -216271.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -216292.859375 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -216292.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -216315.968750 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -216316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216335.796875 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -216335.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216351.281250 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -216351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216364.156250 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -216364.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -216373.843750 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -216373.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -216385.078125 Penalty: 3847.497314
	Iteration 41Q: 3 clusters Score -216385.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -216393.562500 Penalty: 3847.497314
	Iteration 42Q: 3 clusters Score -216393.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -216398.875000 Penalty: 3847.497314
	Iteration 43Q: 3 clusters Score -216398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216403.156250 Penalty: 3847.497314
	Iteration 44Q: 3 clusters Score -216403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -216408.921875 Penalty: 3847.497314
	Iteration 45Q: 3 clusters Score -216408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -216413.062500 Penalty: 3847.497314
	Iteration 46Q: 3 clusters Score -216413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216414.421875 Penalty: 3847.497314
	Iteration 47Q: 3 clusters Score -216414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216416.734375 Penalty: 3847.497314
	Iteration 48Q: 3 clusters Score -216416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216418.718750 Penalty: 3847.497314
	Iteration 49Q: 3 clusters Score -216418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -216420.937500 Penalty: 3847.497314
	Iteration 50Q: 3 clusters Score -216420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -216421.656250 Penalty: 3847.497314
	Iteration 51Q: 3 clusters Score -216421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -216422.453125 Penalty: 3847.497314
	Iteration 52Q: 3 clusters Score -216422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -216424.906250 Penalty: 3847.497314
	Iteration 53Q: 3 clusters Score -216424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -216427.218750 Penalty: 3847.497314
	Iteration 54Q: 3 clusters Score -216427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -216431.875000 Penalty: 3847.497314
	Iteration 55Q: 3 clusters Score -216431.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -216435.781250 Penalty: 3847.497314
	Iteration 56Q: 3 clusters Score -216435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -216438.500000 Penalty: 3847.497314
	Iteration 57Q: 3 clusters Score -216438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216439.484375 Penalty: 3847.497314
	Iteration 58Q: 3 clusters Score -216439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -216441.156250 Penalty: 3847.497314
	Iteration 59Q: 3 clusters Score -216441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -216442.140625 Penalty: 3847.497314
	Iteration 60F: 3 clusters Score -216442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216443.156250 Penalty: 3847.497314
	Iteration 61Q: 3 clusters Score -216443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -216443.468750 Penalty: 3847.497314
	Iteration 62Q: 3 clusters Score -216443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -216444.328125 Penalty: 3847.497314
	Iteration 63Q: 3 clusters Score -216444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -216444.328125 Penalty: 3847.497314
	Iteration 64F: 3 clusters Score -216444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -261276.468750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -261276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -258164.328125 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -258164.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258790.578125 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -258790.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258904.921875 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -258904.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -258975.593750 Penalty: 3930.878174
	Iteration 3Q: 3 clusters Score -258975.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -259021.843750 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -259021.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -259047.562500 Penalty: 3930.878174
	Iteration 5Q: 3 clusters Score -259047.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -259073.781250 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -259073.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -259094.156250 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -259094.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -259108.984375 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -259109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -259125.312500 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -259125.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -259139.203125 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -259139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -259164.046875 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -259164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -259186.453125 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -259186.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259217.281250 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -259217.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -259258.078125 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -259258.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -259302.437500 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -259302.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -259337.171875 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -259337.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -259355.015625 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -259355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -259370.718750 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -259370.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -259387.687500 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -259387.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -259403.781250 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -259403.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -259416.312500 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -259416.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -259429.265625 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -259429.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -259448.171875 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -259448.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -259464.531250 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -259464.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -259473.437500 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -259473.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259486.656250 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -259486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259493.890625 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -259493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -259503.703125 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -259503.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259508.140625 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -259508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259516.625000 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -259516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -259521.437500 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -259521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259521.984375 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -259522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259522.890625 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -259522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259522.890625 Penalty: 3930.878174
	Iteration 34F: 3 clusters Score -259522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (14487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Entering Unmasked Estep 
Score: -1437165.625000 Penalty: 2376.089844
	Iteration 0F: 2 clusters Score -1437166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1426515.125000 Penalty: 4752.179688
	Iteration 0F: 3 clusters Score -1426515 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1429859.375000 Penalty: 4752.179688
	Iteration 1F: 3 clusters Score -1429859 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1430207.875000 Penalty: 4752.179688
	Iteration 2F: 3 clusters Score -1430208 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1430480.500000 Penalty: 4752.179688
	Iteration 3Q: 3 clusters Score -1430480 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1430756.375000 Penalty: 4752.179688
	Iteration 4Q: 3 clusters Score -1430756 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1430994.500000 Penalty: 4752.179688
	Iteration 5Q: 3 clusters Score -1430994 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1431227.250000 Penalty: 4752.179688
	Iteration 6Q: 3 clusters Score -1431227 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1431440.500000 Penalty: 4752.179688
	Iteration 7Q: 3 clusters Score -1431440 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1431649.500000 Penalty: 4752.179688
	Iteration 8Q: 3 clusters Score -1431650 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1431828.875000 Penalty: 4752.179688
	Iteration 9Q: 3 clusters Score -1431829 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1432017.250000 Penalty: 4752.179688
	Iteration 10Q: 3 clusters Score -1432017 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1432220.375000 Penalty: 4752.179688
	Iteration 11Q: 3 clusters Score -1432220 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1432463.250000 Penalty: 4752.179688
	Iteration 12Q: 3 clusters Score -1432463 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1432762.875000 Penalty: 4752.179688
	Iteration 13Q: 3 clusters Score -1432763 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1433113.250000 Penalty: 4752.179688
	Iteration 14Q: 3 clusters Score -1433113 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1433470.625000 Penalty: 4752.179688
	Iteration 15Q: 3 clusters Score -1433471 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1433743.750000 Penalty: 4752.179688
	Iteration 16Q: 3 clusters Score -1433744 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1433984.875000 Penalty: 4752.179688
	Iteration 17Q: 3 clusters Score -1433985 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1434216.250000 Penalty: 4752.179688
	Iteration 18Q: 3 clusters Score -1434216 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1434463.875000 Penalty: 4752.179688
	Iteration 19Q: 3 clusters Score -1434464 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1434735.875000 Penalty: 4752.179688
	Iteration 20F: 3 clusters Score -1434736 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1434938.250000 Penalty: 4752.179688
	Iteration 21Q: 3 clusters Score -1434938 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1435098.500000 Penalty: 4752.179688
	Iteration 22Q: 3 clusters Score -1435098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1435196.250000 Penalty: 4752.179688
	Iteration 23Q: 3 clusters Score -1435196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1435262.625000 Penalty: 4752.179688
	Iteration 24Q: 3 clusters Score -1435263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1435308.000000 Penalty: 4752.179688
	Iteration 25Q: 3 clusters Score -1435308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1435339.625000 Penalty: 4752.179688
	Iteration 26Q: 3 clusters Score -1435340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1435371.875000 Penalty: 4752.179688
	Iteration 27Q: 3 clusters Score -1435372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1435393.375000 Penalty: 4752.179688
	Iteration 28Q: 3 clusters Score -1435393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1435413.500000 Penalty: 4752.179688
	Iteration 29Q: 3 clusters Score -1435414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1435433.375000 Penalty: 4752.179688
	Iteration 30Q: 3 clusters Score -1435433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1435448.000000 Penalty: 4752.179688
	Iteration 31Q: 3 clusters Score -1435448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1435458.375000 Penalty: 4752.179688
	Iteration 32Q: 3 clusters Score -1435458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1435473.125000 Penalty: 4752.179688
	Iteration 33Q: 3 clusters Score -1435473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1435482.250000 Penalty: 4752.179688
	Iteration 34Q: 3 clusters Score -1435482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1435490.250000 Penalty: 4752.179688
	Iteration 35Q: 3 clusters Score -1435490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1435501.250000 Penalty: 4752.179688
	Iteration 36Q: 3 clusters Score -1435501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1435505.500000 Penalty: 4752.179688
	Iteration 37Q: 3 clusters Score -1435506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1435506.875000 Penalty: 4752.179688
	Iteration 38Q: 3 clusters Score -1435507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1435504.250000 Penalty: 4752.179688
	Iteration 39Q: 3 clusters Score -1435504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1435508.250000 Penalty: 4752.179688
	Iteration 40F: 3 clusters Score -1435508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1435509.375000 Penalty: 4752.179688
	Iteration 41Q: 3 clusters Score -1435509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1435507.000000 Penalty: 4752.179688
	Iteration 42Q: 3 clusters Score -1435507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1435507.625000 Penalty: 4752.179688
	Iteration 43Q: 3 clusters Score -1435508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1435512.125000 Penalty: 4752.179688
	Iteration 44Q: 3 clusters Score -1435512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1435513.375000 Penalty: 4752.179688
	Iteration 45Q: 3 clusters Score -1435513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1435515.250000 Penalty: 4752.179688
	Iteration 46Q: 3 clusters Score -1435515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1435516.625000 Penalty: 4752.179688
	Iteration 47Q: 3 clusters Score -1435517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1435518.375000 Penalty: 4752.179688
	Iteration 48Q: 3 clusters Score -1435518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1435521.000000 Penalty: 4752.179688
	Iteration 49Q: 3 clusters Score -1435521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1435521.875000 Penalty: 4752.179688
	Iteration 50Q: 3 clusters Score -1435522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1435523.125000 Penalty: 4752.179688
	Iteration 51Q: 3 clusters Score -1435523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1435523.125000 Penalty: 4752.179688
	Iteration 52Q: 3 clusters Score -1435523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1435524.750000 Penalty: 4752.179688
	Iteration 53Q: 3 clusters Score -1435525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1435524.000000 Penalty: 4752.179688
	Iteration 54Q: 3 clusters Score -1435524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1435525.875000 Penalty: 4752.179688
	Iteration 55Q: 3 clusters Score -1435526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1435525.875000 Penalty: 4752.179688
	Iteration 56Q: 3 clusters Score -1435526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1435525.875000 Penalty: 4752.179688
	Iteration 57F: 3 clusters Score -1435526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -38342.593750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -38342.59 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 240 members 
Entering Unmasked Estep 
Score: -36958.312500 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -36958.31 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37175.324219 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -37175.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37245.117188 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -37245.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37339.851562 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -37339.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37383.261719 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -37383.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37410.640625 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -37410.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37451.550781 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -37451.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37478.285156 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -37478.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37503.011719 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -37503.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37509.093750 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -37509.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37519.527344 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -37519.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37540.210938 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -37540.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37558.417969 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -37558.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37603.019531 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -37603.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37659.410156 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -37659.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37679.605469 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -37679.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37692.847656 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -37692.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37695.886719 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -37695.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37697.480469 Penalty: 3049.640381
	Iteration 18F: 3 clusters Score -37697.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37702.960938 Penalty: 3049.640381
	Iteration 19Q: 3 clusters Score -37702.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37727.445312 Penalty: 3049.640381
	Iteration 20F: 3 clusters Score -37727.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37795.386719 Penalty: 3049.640381
	Iteration 21Q: 3 clusters Score -37795.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37809.996094 Penalty: 3049.640381
	Iteration 22Q: 3 clusters Score -37810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37817.781250 Penalty: 3049.640381
	Iteration 23Q: 3 clusters Score -37817.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37821.722656 Penalty: 3049.640381
	Iteration 24Q: 3 clusters Score -37821.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37821.722656 Penalty: 3049.640381
	Iteration 25F: 3 clusters Score -37821.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -378947.468750 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -378947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -375123.718750 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -375123.7 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -376007.000000 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -376007 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -376181.187500 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -376181.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -376276.750000 Penalty: 4098.357422
	Iteration 3Q: 3 clusters Score -376276.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376336.593750 Penalty: 4098.357422
	Iteration 4Q: 3 clusters Score -376336.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -376371.812500 Penalty: 4098.357422
	Iteration 5Q: 3 clusters Score -376371.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376403.437500 Penalty: 4098.357422
	Iteration 6Q: 3 clusters Score -376403.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -376433.250000 Penalty: 4098.357422
	Iteration 7Q: 3 clusters Score -376433.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376456.593750 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -376456.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -376479.656250 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -376479.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -376495.250000 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -376495.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376504.750000 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -376504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -376510.968750 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -376511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376519.125000 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -376519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -376522.125000 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -376522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -376524.031250 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -376524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376525.937500 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -376525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -376528.218750 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -376528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -376530.781250 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -376530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -376531.937500 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -376531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -376534.718750 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -376534.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -376539.031250 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -376539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -376541.468750 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -376541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -376545.781250 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -376545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -376552.562500 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -376552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -376559.750000 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -376559.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -376566.875000 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -376566.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -376577.031250 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -376577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376584.843750 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -376584.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -376594.218750 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -376594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -376598.156250 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -376598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -376602.812500 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -376602.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -376606.281250 Penalty: 4098.357422
	Iteration 32Q: 3 clusters Score -376606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -376607.562500 Penalty: 4098.357422
	Iteration 33Q: 3 clusters Score -376607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -376607.125000 Penalty: 4098.357422
	Iteration 34Q: 3 clusters Score -376607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -376607.125000 Penalty: 4098.357422
	Iteration 35F: 3 clusters Score -376607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -566512.937500 Penalty: 2163.966064
	Iteration 0F: 2 clusters Score -566512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -561224.687500 Penalty: 4327.932129
	Iteration 0F: 3 clusters Score -561224.7 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -562635.375000 Penalty: 4327.932129
	Iteration 1F: 3 clusters Score -562635.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -562933.625000 Penalty: 4327.932129
	Iteration 2F: 3 clusters Score -562933.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -563149.125000 Penalty: 4327.932129
	Iteration 3F: 3 clusters Score -563149.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -563373.250000 Penalty: 4327.932129
	Iteration 4F: 3 clusters Score -563373.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -563606.562500 Penalty: 4327.932129
	Iteration 5Q: 3 clusters Score -563606.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -563834.937500 Penalty: 4327.932129
	Iteration 6Q: 3 clusters Score -563834.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -564050.000000 Penalty: 4327.932129
	Iteration 7Q: 3 clusters Score -564050 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -564246.250000 Penalty: 4327.932129
	Iteration 8Q: 3 clusters Score -564246.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -564435.875000 Penalty: 4327.932129
	Iteration 9Q: 3 clusters Score -564435.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -564596.812500 Penalty: 4327.932129
	Iteration 10Q: 3 clusters Score -564596.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -564721.375000 Penalty: 4327.932129
	Iteration 11Q: 3 clusters Score -564721.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -564813.000000 Penalty: 4327.932129
	Iteration 12Q: 3 clusters Score -564813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -564887.125000 Penalty: 4327.932129
	Iteration 13Q: 3 clusters Score -564887.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -564938.750000 Penalty: 4327.932129
	Iteration 14Q: 3 clusters Score -564938.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -564975.062500 Penalty: 4327.932129
	Iteration 15Q: 3 clusters Score -564975.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -564996.125000 Penalty: 4327.932129
	Iteration 16Q: 3 clusters Score -564996.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -565007.562500 Penalty: 4327.932129
	Iteration 17Q: 3 clusters Score -565007.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -565016.187500 Penalty: 4327.932129
	Iteration 18Q: 3 clusters Score -565016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -565021.250000 Penalty: 4327.932129
	Iteration 19Q: 3 clusters Score -565021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -565023.062500 Penalty: 4327.932129
	Iteration 20F: 3 clusters Score -565023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -565025.062500 Penalty: 4327.932129
	Iteration 21Q: 3 clusters Score -565025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565026.437500 Penalty: 4327.932129
	Iteration 22Q: 3 clusters Score -565026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565029.250000 Penalty: 4327.932129
	Iteration 23Q: 3 clusters Score -565029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -565030.312500 Penalty: 4327.932129
	Iteration 24Q: 3 clusters Score -565030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -565029.875000 Penalty: 4327.932129
	Iteration 25Q: 3 clusters Score -565029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565030.125000 Penalty: 4327.932129
	Iteration 26Q: 3 clusters Score -565030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565030.125000 Penalty: 4327.932129
	Iteration 27F: 3 clusters Score -565030.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -896876.125000 Penalty: 2255.208496
	Iteration 0F: 2 clusters Score -896876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -889908.812500 Penalty: 4510.416992
	Iteration 0F: 3 clusters Score -889908.8 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -891856.687500 Penalty: 4510.416992
	Iteration 1F: 3 clusters Score -891856.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -892104.687500 Penalty: 4510.416992
	Iteration 2F: 3 clusters Score -892104.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -892277.312500 Penalty: 4510.416992
	Iteration 3Q: 3 clusters Score -892277.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -892393.625000 Penalty: 4510.416992
	Iteration 4Q: 3 clusters Score -892393.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -892474.625000 Penalty: 4510.416992
	Iteration 5Q: 3 clusters Score -892474.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -892548.687500 Penalty: 4510.416992
	Iteration 6Q: 3 clusters Score -892548.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -892622.937500 Penalty: 4510.416992
	Iteration 7Q: 3 clusters Score -892622.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -892692.937500 Penalty: 4510.416992
	Iteration 8Q: 3 clusters Score -892692.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -892756.312500 Penalty: 4510.416992
	Iteration 9Q: 3 clusters Score -892756.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -892823.562500 Penalty: 4510.416992
	Iteration 10Q: 3 clusters Score -892823.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -892896.625000 Penalty: 4510.416992
	Iteration 11Q: 3 clusters Score -892896.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -892964.500000 Penalty: 4510.416992
	Iteration 12Q: 3 clusters Score -892964.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -893034.875000 Penalty: 4510.416992
	Iteration 13Q: 3 clusters Score -893034.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -893114.875000 Penalty: 4510.416992
	Iteration 14Q: 3 clusters Score -893114.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -893199.062500 Penalty: 4510.416992
	Iteration 15Q: 3 clusters Score -893199.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -893277.125000 Penalty: 4510.416992
	Iteration 16Q: 3 clusters Score -893277.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -893364.312500 Penalty: 4510.416992
	Iteration 17Q: 3 clusters Score -893364.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -893455.500000 Penalty: 4510.416992
	Iteration 18Q: 3 clusters Score -893455.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -893572.312500 Penalty: 4510.416992
	Iteration 19Q: 3 clusters Score -893572.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -893691.000000 Penalty: 4510.416992
	Iteration 20F: 3 clusters Score -893691 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -893827.250000 Penalty: 4510.416992
	Iteration 21Q: 3 clusters Score -893827.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -893972.187500 Penalty: 4510.416992
	Iteration 22Q: 3 clusters Score -893972.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -894099.562500 Penalty: 4510.416992
	Iteration 23Q: 3 clusters Score -894099.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -894216.625000 Penalty: 4510.416992
	Iteration 24Q: 3 clusters Score -894216.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -894315.750000 Penalty: 4510.416992
	Iteration 25Q: 3 clusters Score -894315.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -894415.687500 Penalty: 4510.416992
	Iteration 26Q: 3 clusters Score -894415.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -894508.500000 Penalty: 4510.416992
	Iteration 27Q: 3 clusters Score -894508.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -894585.687500 Penalty: 4510.416992
	Iteration 28Q: 3 clusters Score -894585.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -894641.875000 Penalty: 4510.416992
	Iteration 29Q: 3 clusters Score -894641.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -894690.812500 Penalty: 4510.416992
	Iteration 30Q: 3 clusters Score -894690.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -894720.062500 Penalty: 4510.416992
	Iteration 31Q: 3 clusters Score -894720.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -894743.562500 Penalty: 4510.416992
	Iteration 32Q: 3 clusters Score -894743.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -894771.375000 Penalty: 4510.416992
	Iteration 33Q: 3 clusters Score -894771.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -894794.875000 Penalty: 4510.416992
	Iteration 34Q: 3 clusters Score -894794.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -894809.812500 Penalty: 4510.416992
	Iteration 35Q: 3 clusters Score -894809.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -894835.375000 Penalty: 4510.416992
	Iteration 36Q: 3 clusters Score -894835.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -894855.937500 Penalty: 4510.416992
	Iteration 37Q: 3 clusters Score -894855.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -894873.875000 Penalty: 4510.416992
	Iteration 38Q: 3 clusters Score -894873.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -894891.187500 Penalty: 4510.416992
	Iteration 39Q: 3 clusters Score -894891.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -894900.375000 Penalty: 4510.416992
	Iteration 40F: 3 clusters Score -894900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -894911.625000 Penalty: 4510.416992
	Iteration 41Q: 3 clusters Score -894911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -894921.875000 Penalty: 4510.416992
	Iteration 42Q: 3 clusters Score -894921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -894929.750000 Penalty: 4510.416992
	Iteration 43Q: 3 clusters Score -894929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -894937.375000 Penalty: 4510.416992
	Iteration 44Q: 3 clusters Score -894937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -894946.187500 Penalty: 4510.416992
	Iteration 45Q: 3 clusters Score -894946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -894947.125000 Penalty: 4510.416992
	Iteration 46Q: 3 clusters Score -894947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -894949.937500 Penalty: 4510.416992
	Iteration 47Q: 3 clusters Score -894949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -894952.625000 Penalty: 4510.416992
	Iteration 48Q: 3 clusters Score -894952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -894953.937500 Penalty: 4510.416992
	Iteration 49Q: 3 clusters Score -894953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -894954.750000 Penalty: 4510.416992
	Iteration 50Q: 3 clusters Score -894954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -894956.687500 Penalty: 4510.416992
	Iteration 51Q: 3 clusters Score -894956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -894960.687500 Penalty: 4510.416992
	Iteration 52Q: 3 clusters Score -894960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -894966.500000 Penalty: 4510.416992
	Iteration 53Q: 3 clusters Score -894966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -894967.875000 Penalty: 4510.416992
	Iteration 54Q: 3 clusters Score -894967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -894970.250000 Penalty: 4510.416992
	Iteration 55Q: 3 clusters Score -894970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -894973.000000 Penalty: 4510.416992
	Iteration 56Q: 3 clusters Score -894973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -894971.812500 Penalty: 4510.416992
	Iteration 57Q: 3 clusters Score -894971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -894971.812500 Penalty: 4510.416992
	Iteration 58F: 3 clusters Score -894971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -701433.937500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -701433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -695560.812500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -695560.8 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -697108.250000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -697108.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -697356.625000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -697356.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -697532.000000 Penalty: 4399.988281
	Iteration 3Q: 3 clusters Score -697532 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -697649.000000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -697649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -697725.187500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -697725.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -697787.750000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -697787.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -697842.687500 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -697842.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -697885.937500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -697885.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -697931.500000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -697931.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -697976.250000 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -697976.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -698031.500000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -698031.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -698086.875000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -698086.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -698139.625000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -698139.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -698197.437500 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -698197.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -698264.000000 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -698264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -698344.000000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -698344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -698433.437500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -698433.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -698546.312500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -698546.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -698663.125000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -698663.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -698764.250000 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -698764.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -698861.562500 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -698861.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -698978.812500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -698978.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -699077.562500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -699077.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -699166.500000 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -699166.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -699238.125000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -699238.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -699300.062500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -699300.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -699344.500000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -699344.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -699378.625000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -699378.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -699419.687500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -699419.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -699444.375000 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -699444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -699456.875000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -699456.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -699468.250000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -699468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -699479.000000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -699479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -699481.625000 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -699481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -699487.625000 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -699487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -699491.000000 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -699491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -699492.687500 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -699492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -699493.687500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -699493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -699495.250000 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -699495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -699495.687500 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -699495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -699496.437500 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -699496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -699498.875000 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -699498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -699498.875000 Penalty: 4399.988281
	Iteration 43F: 3 clusters Score -699498.9 nChanged 0
--- Evaluating fit on full set of 2734357 points ---
Entering Unmasked Estep 
Score: -252627072.000000 Penalty: 220542.546875
21->61 Clusters: Score -252627072.000000, best is -252648864.000000

Main iterations: 0 (time per=infms)
Total iterations: 51392 (time per=380.430229ms)
Iterations metric 2: 1746918440960.000000 (time per=11.191748ns)
Iterations metric 3: 52414375788544.000000 (time per=373.009695ps)

That took 19551.070312 seconds.
